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The individuals data are openly available in POPANE dataset at https://data.psychosensing.psnc.pl/popane/index.html. " . "Subjective experience along with physiological activity are fundamental components of emotional responding. We present a publicly available dataset of psychophysiological responses to positive and negative emotions of 1157 healthy participants, collected across seven studies. In our studies were continuously recorded affect and physiological activity during resting baseline and emotional responding. We recorded physiological responses using electrocardiography (ECG), impedance cardiography (ICG), electrodermal activity (EDA), photoplethysmography (PPG, the blood pressure measures), respiratory, and temperature sensors. In our studies, we elicited emotions with films, pictures, speech preparation, and expressive writing. 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"POPANE dataset" . . "studies" . . "psychophysiology of positive" . . "activity" . . "plethysmography" . . "International Crisis Group" . . "experience" . . "individual" . . "impedance cardiography" . . "emotions" . . "information" . . "response" . . "individuals data" . . "Maciej Behnke" . . "service-account-enrichment" . . . . . . . "false" . "http://sandbox.rohub.org/rodl/ROs/POPANE-1/" . "2021-03-11T14:05:41.562+01:00" . "https://orcid.org/0000-0002-2455-4556" . "http://w3id.org/ro-id/rohub/model#change_specifications/39096823-9a1d-424b-8c9d-f251f9141b1e" . . . "9801"^^ . "https://api.rohub.org/api/ros/78c3584e-592e-4af6-bf23-605e8a1b84c0/crate/download/" . . "2021-03-11 13:05:41.562000+00:00" . "2025-03-05 01:14:12.643536+00:00" . "2021-03-11 13:05:41.562000+00:00" . "Subjective experience along with physiological activity are fundamental components of emotional responding. We present a publicly available dataset of psychophysiological responses to positive and negative emotions of 1157 healthy participants, collected across seven studies. In our studies were continuously recorded affect and physiological activity during resting baseline and emotional responding. We recorded physiological responses using electrocardiography (ECG), impedance cardiography (ICG), electrodermal activity (EDA), photoplethysmography (PPG, the blood pressure measures), respiratory, and temperature sensors. In our studies, we elicited emotions with films, pictures, speech preparation, and expressive writing. We studied a wide range of positive and negative emotions, including amusement, anger, disgust, excitement, fear, gratitude, sadness, tenderness, and threat. To the best of our knowledge, psychophysiology of positive and negative emotions (POPANE) database is the largest, consistent psychophysiological dataset on emotions ever collected and publicly shared. We hope that POPANE will provide individuals, companies, and laboratories with the data they need to perform their analyses, corroborate their results, and create robust psychophysiological models of emotions. The individuals data are openly available in POPANE dataset at https://data.psychosensing.psnc.pl/popane/index.html. " . "Subjective experience along with physiological activity are fundamental components of emotional responding. We present a publicly available dataset of psychophysiological responses to positive and negative emotions of 1157 healthy participants, collected across seven studies. In our studies were continuously recorded affect and physiological activity during resting baseline and emotional responding. We recorded physiological responses using electrocardiography (ECG), impedance cardiography (ICG), electrodermal activity (EDA), photoplethysmography (PPG, the blood pressure measures), respiratory, and temperature sensors. In our studies, we elicited emotions with films, pictures, speech preparation, and expressive writing. We studied a wide range of positive and negative emotions, including amusement, anger, disgust, excitement, fear, gratitude, sadness, tenderness, and threat. To the best of our knowledge, psychophysiology of positive and negative emotions (POPANE) database is the largest, consistent psychophysiological dataset on emotions ever collected and publicly shared. We hope that POPANE will provide individuals, companies, and laboratories with the data they need to perform their analyses, corroborate their results, and create robust psychophysiological models of emotions. The individuals data are openly available in POPANE dataset at https://data.psychosensing.psnc.pl/popane/index.html." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/78c3584e-592e-4af6-bf23-605e8a1b84c0" . . "POPANE DATASET - Psychophysiology Of Positive And Negative Emotions" . 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In our studies were continuously recorded affect and physiological activity during resting baseline and emotional responding. We recorded physiological responses using electrocardiography (ECG), impedance cardiography (ICG), electrodermal activity (EDA), photoplethysmography (PPG, the blood pressure measures), respiratory, and temperature sensors. In our studies, we elicited emotions with films, pictures, speech preparation, and expressive writing. We studied a wide range of positive and negative emotions, including amusement, anger, disgust, excitement, fear, gratitude, sadness, tenderness, and threat. To the best of our knowledge, psychophysiology of positive and negative emotions (POPANE) database is the largest, consistent psychophysiological dataset on emotions ever collected and publicly shared. We hope that POPANE will provide individuals, companies, and laboratories with the data they need to perform their analyses, corroborate their results, and create robust psychophysiological models of emotions. The individuals data are openly available in POPANE dataset at https://data.psychosensing.psnc.pl/popane/index.html. " . "Subjective experience along with physiological activity are fundamental components of emotional responding. We present a publicly available dataset of psychophysiological responses to positive and negative emotions of 1157 healthy participants, collected across seven studies. In our studies were continuously recorded affect and physiological activity during resting baseline and emotional responding. We recorded physiological responses using electrocardiography (ECG), impedance cardiography (ICG), electrodermal activity (EDA), photoplethysmography (PPG, the blood pressure measures), respiratory, and temperature sensors. In our studies, we elicited emotions with films, pictures, speech preparation, and expressive writing. We studied a wide range of positive and negative emotions, including amusement, anger, disgust, excitement, fear, gratitude, sadness, tenderness, and threat. To the best of our knowledge, psychophysiology of positive and negative emotions (POPANE) database is the largest, consistent psychophysiological dataset on emotions ever collected and publicly shared. We hope that POPANE will provide individuals, companies, and laboratories with the data they need to perform their analyses, corroborate their results, and create robust psychophysiological models of emotions. The individuals data are openly available in POPANE dataset at https://data.psychosensing.psnc.pl/popane/index.html." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/a415c54e-7d07-43c8-bcbe-1f76220f473f" . . "POPANE DATASET - Psychophysiology Of Positive And Negative Emotions" . 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"elaborate ASCII file" . . "produce a graph" . . "SinkTrack It" . . "statistics" . . "angle" . . "standard deviation" . . "graph" . . "ASCII file" . . "net" . . "depth" . . "angle of net" . . "ping" . . "net" . . "graph with the track" . . "statistics" . . "backscattering" . . "angle of net" . . "FM Midwater" . . "service-account-enrichment" . . . . . "http://ever-est.eu/value#/sinktrack" . "http://ever-est.eu/value#0226e45d-59ef-45dd-992f-824a0dbff431" . "http://ever-est.eu/value#Work" . . "http://sandbox.rohub.org/rodl/ROs/sinktrack/" . "2019-12-05T16:29:35.863+01:00" . "http://everest.psnc.pl/users/antonio.petrizzo" . "http://w3id.org/ro-id/rohub/model#change_specifications/a9f32409-f31b-4b9b-b4ec-5c0526318c34" . "An ASCII file with beam time series extracted from the water column data, output of FM Midwater, is imported in Matlab where it is read and adpated to be further processed. The noise is filtered setting a threshold for the intensity values. Then the pings are stacked with the all values of the water column backscatter intensity for all beams over time. A graph with the track of the net, pings vs depth, and some statistics (mean and standard deviation of backscatter, depth, angle of net for each ping) are provided as output. The RO consists of three different workflows created through the Taverna Workbench Enterprise application and they are supposed to be run sequentially (“SinkTrackRead”, \"sinkTrackGraph\", \"SinkTrack\")." . . "16324"^^ . "https://api.rohub.org/api/ros/ed9a1b7c-fc01-4b4a-b274-0708f43b24e2/crate/download/" . . "2019-12-05 15:29:35.863000+00:00" . "2025-03-05 01:19:06.048079+00:00" . "2019-12-05 15:29:35.863000+00:00" . "It reads and elaborates ASCII file produced with FM Midwater in order to calculate some statistics, mean, standard deviation of backscatter, depth, angle of net for each ping, and to produce a graph with the track of the net" . "application/ld+json" . 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"https://w3id.org/ro-id/8e23693c-64df-4934-b9f6-2a40c127237a" . "https://w3id.org/ro-id/90168da6-d160-41ac-95e4-76956e90e584" . "https://w3id.org/ro-id/a54a1975-ef44-48c1-891e-b39fe1ce1591" . "https://w3id.org/ro-id/c86bbc8e-8f2a-44b8-86a0-e3f8e2c5b5f2" . "https://w3id.org/ro-id/d98a1938-1552-42eb-8526-95a4de903307" . "https://w3id.org/ro-id/e1bb0e8f-7316-41c9-9808-2abd38871811" . "https://w3id.org/ro-id/e3c03b6f-e659-4c18-aefd-4f0808661418" . "https://w3id.org/ro-id/f2a0a2d7-e103-45e2-b742-7f9ff092b421" . "https://w3id.org/ro-id/3c75f482-84c8-49c7-9efa-8dc3077c0fe0" . "https://w3id.org/ro-id/4c1d6036-9508-42b7-9631-6539549a9f20" . "https://w3id.org/ro-id/af00a4bb-c9d5-4f98-8b65-42ebdc7cc818" . "https://w3id.org/ro-id/bbf0e89d-a795-490a-8e43-e758cc4ad00e" . "https://w3id.org/ro-id/bf89fa0a-e10e-4df9-84b1-7417dc2e13f5" . "https://w3id.org/ro-id/c4643efa-037b-4e3e-9993-978ac96d7c0c" . "https://w3id.org/ro-id/ef999c90-b741-4118-8725-69779db6b191" . "https://w3id.org/ro-id/1af33584-20c3-45bd-9e22-d3585cd4c8cf" . "https://w3id.org/ro-id/22fc5d8e-1e56-48f7-878d-d74c2dc2f7f7" . "https://w3id.org/ro-id/4506963e-6065-48ff-9f06-837f39db5a4c" . "https://w3id.org/ro-id/66ec0785-c4d3-43e6-9e92-50e061df0bc2" . "https://w3id.org/ro-id/6e9187cd-dd1f-45d3-af86-3954429499b8" . "https://w3id.org/ro-id/8ca2742d-01ed-4b66-aa74-5af9b098a2b9" . "https://w3id.org/ro-id/907053fb-5525-4015-acd1-929391b0c495" . "https://w3id.org/ro-id/bfe24d53-8dc2-4301-af44-7006b8b3a9e3" . "https://w3id.org/ro-id/de7a0e1b-641d-414c-8d52-6121e70ffcec" . "https://w3id.org/ro-id/ec68240d-47c6-4e83-a74a-1fc2e1f8488d" . "https://w3id.org/ro-id/14bead4d-5628-4fd3-a8eb-5eb1b8295fbc" . "https://w3id.org/ro-id/3833b3bf-8bec-4b56-8d81-3624d1cca3cd" . "https://w3id.org/ro-id/41409d2f-cb58-4771-a714-4acdc58e0b52" . "https://w3id.org/ro-id/4f5a5d11-d1d8-420e-9f3d-21ae542719b7" . "https://w3id.org/ro-id/0b765733-7a2c-40eb-8790-8089e3cd6b62" . 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"2018-05-10 08:21:25.852000+00:00" . . . . . "11"^^ . "https://api.rohub.org/api/resources/389f7e03-648c-4b1e-92df-f9e021c150ae/download/" . . "2018-05-10 10:50:29.452000+00:00" . "2022-03-24 19:56:48.138038+00:00" . ".txt" . . "Copyright.txt" . "2018-05-10 10:50:29.452000+00:00" . . . "ggg" . . "143"^^ . "https://api.rohub.org/api/resources/6da3b024-7516-4a58-9fec-92a62efbbff9/download/" . . "2018-05-10 08:09:44.546000+00:00" . "2022-03-24 19:56:51.544589+00:00" . ".txt" . . "Input-Master.txt" . "2018-05-10 08:09:44.546000+00:00" . . . . "4"^^ . "https://api.rohub.org/api/resources/79d882cf-6012-4a63-9f9a-7377e01511eb/download/" . . "2018-05-10 08:19:07.994000+00:00" . "2022-03-24 19:56:52.430563+00:00" . ".txt" . . "workflow.txt" . "2018-05-10 08:19:07.994000+00:00" . . . . . "geosciences" . "50.727399932313034" . "0.7722356915473938" . . "space sciences (general)" . "3.3287645856718493" . "0.05067460238933563" . . "test" . "47.66444232602478" . "100.0" . . "information" . 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"5.9" . . "nitrogen" . "3.9314516129032255" . "3.9" . . "organic compound" . "3.8306451612903225" . "3.8" . . "chemistry and materials (general)" . "100.0" . "0.8506659269332886" . . "earth sciences" . "100.0" . "0.4569866955280304" . . "monocyclic ring" . "14.285714285714286" . "5.7" . . "aliphatic compound" . "4.737903225806451" . "4.7" . . "benzene" . "12.695652173913043" . "7.3" . . "chemical compound" . "10.786290322580644" . "10.7" . . "organic chemistry" . "65.91639871382637" . "41.0" . . "chemistry and materials" . "100.0" . "0.8506659269332886" . . "heterocyclic compound" . "9.73913043478261" . "5.6" . . "Aromatic compounds are those chemical compounds (most commonly organic) that contain one or more rings with pi electrons delocalized all the way around them." . "39.583333333333336" . "20.9" . . "oxygen atom" . "4.032258064516129" . "4.0" . . "nitrogen atom" . "29.573934837092732" . "11.8" . . "ring" . "3.125" . "3.1" . . "" . "Chemistry" . . . . . "https://doi.org/10.24424/x0cn-va37" . "False" . . "2025-07-05 19:04:55.078129+00:00" . . . . "0"^^ . "https://api.rohub.org/api/ros/54c22dc5-ace3-4aaa-be62-b5b4dab97be6/crate/download/" . . "2022-01-12 16:34:39.917729+00:00" . "2025-10-16 11:14:13.082777+00:00" . "2022-01-12 16:34:39.917729+00:00" . "Aromatic compounds are those chemical compounds (most commonly organic) that contain one or more rings with pi electrons delocalized all the way around them. In contrast to compounds that exhibit aromaticity, aliphatic compounds lack this delocalization. The term \"aromatic\" was assigned before the physical mechanism determining aromaticity was discovered, and referred simply to the fact that many such compounds have a sweet or pleasant odour; however, not all aromatic compounds have a sweet odour, and not all compounds with a sweet odour are aromatic compounds. Aromatic hydrocarbons, or arenes, are aromatic organic compounds containing solely carbon and hydrogen atoms. The configuration of six carbon atoms in aromatic compounds is called a \"benzene ring\", after the simple aromatic compound benzene, or a phenyl group when part of a larger compound.\n\nNot all aromatic compounds are benzene-based; aromaticity can also manifest in heteroarenes, which follow Hückel's rule (for monocyclic rings: when the number of its π electrons equals 4n + 2, where n = 0, 1, 2, 3, ...). In these compounds, at least one carbon atom is replaced by one of the heteroatoms oxygen, nitrogen, or sulfur. Examples of non-benzene compounds with aromatic properties are furan, a heterocyclic compound with a five-membered ring that includes a single oxygen atom, and pyridine, a heterocyclic compound with a six-membered ring containing one nitrogen atom." . "application/ld+json" . "https://w3id.org/ro-id/54c22dc5-ace3-4aaa-be62-b5b4dab97be6" . . "Aromatic compounds - snapshot" . "Aromatic compounds" . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Wolniewicz, Małgorzata. \"Aromatic compounds.\" ROHub. Jan 12 ,2022. https://doi.org/10.24424/x0cn-va37." . . . . . "chemical compound" . "15.826086956521738" . "9.1" . . "The configuration of six carbon atoms in aromatic compounds is called a \"benzene ring\", after the simple aromatic compound benzene, or a phenyl group when part of a larger compound." . "39.015151515151516" . "20.6" . . "aromatic hydrocarbon" . "5.94758064516129" . "5.9" . . "benzene" . "9.274193548387096" . "9.2" . . "carbon atom" . "15.999999999999998" . "9.2" . . "chemical compound" . "10.786290322580644" . "10.7" . . "electron" . "4.435483870967742" . "4.4" . . "oxygen atom" . "4.032258064516129" . "4.0" . . "arene" . "4.939516129032259" . "4.9" . . "chemistry" . "34.08360128617363" . "21.2" . . "organic chemistry" . "65.91639871382637" . "41.0" . . "chemistry and materials" . "100.0" . "0.8506659269332886" . . "scent" . "4.536290322580645" . "4.5" . . "heterocyclic compound" . "9.73913043478261" . "5.6" . . "benzene" . "12.695652173913043" . "7.3" . . "earth sciences" . "100.0" . "0.4569866955280304" . . "geochemistry" . "100.0" . "0.4569866955280304" . . "The term \"aromatic\" was assigned before the physical mechanism determining aromaticity was discovered, and referred simply to the fact that many such compounds have a sweet or pleasant odour; however, not all aromatic compounds have a sweet odour, and not all compounds with a sweet odour are aromatic compounds." . "21.401515151515152" . "11.3" . . "nitrogen atom" . "29.573934837092732" . "11.8" . . "aromatic compound" . "29.739130434782613" . "17.1" . . "arene" . "7.304347826086956" . "4.2" . . "Jewellery" . "Arts, culture and entertainment/Arts and entertainment/Fashion/Jewellery" . . "aliphatic compound" . "4.737903225806451" . "4.7" . . "Organic chemical" . "Economy, business and finance/Economic sector/Chemicals/Organic chemical" . . "benzene ring" . "3.528225806451613" . "3.5" . . "larger compound" . "13.533834586466165" . "5.4" . . "nitrogen" . "3.9314516129032255" . "3.9" . . "heterocyclic compound" . "6.451612903225806" . "6.4" . . "aromatic hydrocarbon" . "8.695652173913043" . "5.0" . . "aromatic" . "19.657258064516128" . "19.5" . . "organic compound" . "3.8306451612903225" . "3.8" . . "carbon atom" . "10.786290322580644" . "10.7" . . "monocyclic ring" . "14.285714285714286" . "5.7" . . "chemistry and materials (general)" . "100.0" . "0.8506659269332886" . . "aromatic compound benzene" . "24.81203007518797" . "9.9" . . "Aromatic compounds are those chemical compounds (most commonly organic) that contain one or more rings with pi electrons delocalized all the way around them." . "39.583333333333336" . "20.9" . . "ring" . "3.125" . "3.1" . . "oxygen atom" . "17.794486215538846" . "7.1" . . "" . "Biology" . . . . "10.24424/20ms-v465" . "False" . . "2025-08-12 08:02:25.321821+00:00" . . . . "0"^^ . "https://api.rohub.org/api/ros/07b99b7b-a209-44cc-86fd-327339b2599c/crate/download/" . . "2022-01-19 13:47:59.181939+00:00" . "2025-10-16 11:12:08.755267+00:00" . "2022-01-19 13:47:59.181939+00:00" . "Attention deficit hyperactivity disorder (ADHD) is a behavioral and neurodevelopmental disorder characterized by inattention, hyperactivity, and impulsivity, which are pervasive, impairing, and otherwise age inappropriate.Some individuals with ADHD also display difficulty regulating emotions, or problems with executive function. For a diagnosis, the symptoms have to be present for more than six months, and cause problems in at least two settings (such as school, home, work, or recreational activities). In children, problems paying attention may result in poor school performance. Additionally, it is associated with other mental disorders and substance use disorders. Although it causes impairment, particularly in modern society, many people with ADHD have sustained attention for tasks they find interesting or rewarding, known as hyperfocus." . "application/ld+json" . "https://w3id.org/ro-id/07b99b7b-a209-44cc-86fd-327339b2599c" . . "Attention deficit hyperactivity disorder - snapshot" . "Attention deficit hyperactivity disorder" . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Wolniewicz, Małgorzata. \"Attention deficit hyperactivity disorder.\" ROHub. Jan 19 ,2022. https://doi.org/10.24424/20ms-v465." . . . . . . "life sciences" . "100.0" . "0.989045262336731" . . "distraction" . "5.919003115264798" . "5.7" . . "neurodevelopmental disorder" . "62.65984654731457" . "49.0" . . "environmental science and management" . "100.0" . "0.6445436477661133" . . "behavioural disorder" . "7.4766355140186915" . "7.2" . . "environmental sciences" . "100.0" . "0.6445436477661133" . . "inattention" . "9.515260323159785" . "5.3" . . "substance use disorder" . "19.565217391304348" . "15.3" . . "life sciences (general)" . "100.0" . "0.989045262336731" . . "diagnosis" . "6.645898234683282" . "6.4" . . "medicine" . "100.0" . "12.8" . . "individual" . "4.7767393561786085" . "4.6" . . "behavioral disorder" . "12.208258527827647" . "6.8" . . "individuals with ADHD" . "7.416879795396419" . "5.8" . . "mental disorder" . "3.426791277258567" . "3.3" . . "problem" . "9.345794392523365" . "9.0" . . "attention" . "5.815160955347872" . "5.6" . . "impulsiveness" . "5.815160955347872" . "5.6" . . "diagnosis" . "10.23339317773788" . "5.7" . . "disorder" . "10.951526032315979" . "6.1" . . "symptom" . "4.569055036344757" . "4.4" . . "attention deficit hyperactivity disorder" . "21.599169262720665" . "20.8" . . "Mental and behavioural disorder" . "Health/Diseases and conditions/Mental and behavioural disorder" . . "mental disorders" . "4.731457800511508" . "3.7" . . "Attention deficit hyperactivity disorder (ADHD) is a behavioral and neurodevelopmental disorder characterized by inattention, hyperactivity, and impulsivity, which are pervasive, impairing, and otherwise age inappropriate." . "59.31758530183727" . "45.2" . . "difficulty" . "10.412926391382404" . "5.8" . . "disorder" . "12.772585669781932" . "12.3" . . "For a diagnosis, the symptoms have to be present for more than six months, and cause problems in at least two settings (such as school, home, work, or recreational activities). In children, problems paying attention may result in poor school performance." . "18.11023622047244" . "13.8" . . "emotions" . "4.984423676012462" . "4.8" . . "School" . "Education/School" . . "Some individuals with ADHD also display difficulty regulating emotions, or problems with executive function." . "22.572178477690287" . "17.2" . . "difficulty" . "6.853582554517134" . "6.6" . . "attention deficit hyperactivity disorder" . "32.85457809694793" . "18.3" . . "school performance" . "5.626598465473147" . "4.4" . . "problem" . "13.824057450628365" . "7.7" . . "" . "Environmental research" . . "" . "Applied sciences" . . "" . "Ecology" . . "biology" . . "conservation strategy" . . "ecology" . . "Mediterranean Sea" . . "endangered species" . . "endangered species" . . "ecosystem" . . "habitat" . . "strategy" . . "connectivity" . . "protected area" . . "conservation" . . "management" . . "result" . . "Mediterranean Sea" . . "expert evaluation" . . "shelf-slope connectivity" . . "framework" . . "want" . . "Integrated Approach Benthic" . . "results of a multi-criteria decision analysis" . . "efficient set" . . "Mediterranean Basin" . . "priority" . . "POLYGON ((-8.789062500000002 28.459033019728068, -8.789062500000002 48.69096039092552, 38.14453125000001 48.69096039092552, 38.14453125000001 28.459033019728068, -8.789062500000002 28.459033019728068))" . "-8.789062500000002 28.459033019728068, -8.789062500000002 48.69096039092552, 38.14453125000001 48.69096039092552, 38.14453125000001 28.459033019728068, -8.789062500000002 28.459033019728068" . . . "ddbd57b9-a8be-4d53-a229-920d58905c5c" . "POLYGON ((-8.789062500000002 28.459033019728068, -8.789062500000002 48.69096039092552, 38.14453125000001 48.69096039092552, 38.14453125000001 28.459033019728068, -8.789062500000002 28.459033019728068))" . . "service-account-enrichment" . . . . "False" . "https://w3id.org/ro-id/6556cdf7-bcef-43d3-a3ce-3d45d14e4a24" . "2022-03-24 18:37:26.444410+00:00" . "https://orcid.org/0000-0002-2736-0052" . . . . . . "228075"^^ . "https://api.rohub.org/api/ros/4fd0f1c2-d58f-4b20-9f12-503c31c607d9/crate/download/" . . "2022-03-24 17:00:15.895312+00:00" . "2024-03-05 12:18:48.335914+00:00" . "2022-03-24 17:00:15.895312+00:00" . "Benthic habitats of the deep Mediterranean Sea and the biodiversity they host are increasingly jeopardized by increasing human pressures, both direct and indirect, which encompass fisheries, chemical and acoustic pollution, littering, oil and gas exploration and production and marine infrastructures (i.e., cable and pipeline laying), and bioprospecting. To this, is added the pervasive and growing effects of human-induced perturbations of the climate system. International frameworks provide foundations for the protection of deep-sea ecosystems, but the lack of standardized criteria for the identification of areas deserving protection, insufficient legislative instruments and poor implementation hinder an efficient set up in practical terms. Here, we discuss the international legal frameworks and management measures in relation to the status of habitats and key species in the deep Mediterranean Basin. By comparing the results of a multi-criteria decision analysis (MCDA) and of expert evaluation (EE), we identify priority deep-sea areas for conservation and select five criteria for the designation of future protected areas in the deep Mediterranean Sea. Our results indicate that areas (1) with high ecological relevance (e.g., hosting endemic and locally endangered species and rare habitats),(2) ensuring shelf-slope connectivity (e.g., submarine canyons), and (3) subject to current and foreseeable intense anthropogenic impacts, should be prioritized for conservation. The results presented here provide an ecosystem-based conservation strategy for designating priority areas for protection in the deep Mediterranean Sea." . "application/ld+json" . . . "https://w3id.org/ro-id/4fd0f1c2-d58f-4b20-9f12-503c31c607d9" . . "Identifying Priorities for the Protection of Deep Mediterranean Sea Ecosystems Through an Integrated Approach - snapshot" . "Identifying Priorities for the Protection of Deep Mediterranean Sea Ecosystems Through an Integrated Approach" . "MANUAL" . "https://w3id.org/ro-id/4fd0f1c2-d58f-4b20-9f12-503c31c607d9/9233b6cc-5495-423f-9af0-b60a83db22c0" . "Castellan, Giorgio. \"Identifying Priorities for the Protection of Deep Mediterranean Sea Ecosystems Through an Integrated Approach.\" ROHub. Mar 24 ,2022. https://w3id.org/ro-id/4fd0f1c2-d58f-4b20-9f12-503c31c607d9." . . . "POLYGON ((-8.789062500000002 28.459033019728068, -8.789062500000002 48.69096039092552, 38.14453125000001 48.69096039092552, 38.14453125000001 28.459033019728068, -8.789062500000002 28.459033019728068))" . . . . . "265816"^^ . "https://api.rohub.org/api/resources/54b2de15-6b33-4374-986d-7c20296c8f22/download/" . . "2022-03-24 17:02:17.046117+00:00" . "2022-03-24 18:37:25.690510+00:00" . "image/jpeg" . . "fmars-08-698890-t004.jpg" . "2022-03-24 17:02:17.046117+00:00" . . . . . "https://zenodo.org/record/6382778#.YjykQlXMKHs" . . "2022-03-24 17:04:39.468927+00:00" . "2022-03-24 18:37:26.331838+00:00" . "Priority deep-sea areas for conservation in the deep Mediterranean Sea" . . "Resources stored in Zenodo" . "2022-03-24 17:04:39.468927+00:00" . . . . . . "" . "Earth sciences" . . "geology" . "100.0" . "0.8256934881210327" . . "water clarity" . "30.407523510971785" . "29.1" . . "earth sciences" . "100.0" . "0.8256934881210327" . . "collection" . "13.091922005571032" . "9.4" . . "Adriatic Sea" . "https://www.wikidata.org/wiki/Q13924" . . "space" . "5.153203342618385" . "3.7" . . "service-account-enrichment" . . . . "False" . "https://w3id.org/ro-id/d0694eaf-a561-4c9f-9a70-17c296da2140" . "2022-03-24 18:42:55.013290+00:00" . "https://orcid.org/0000-0002-2736-0052" . . . "533934"^^ . "https://api.rohub.org/api/ros/28ff4f3e-c3f8-4bf0-8591-8fa36c378faa/crate/download/" . . "2021-12-14 10:41:17.716553+00:00" . "2024-03-05 12:16:56.660585+00:00" . "2021-12-14 10:41:17.716553+00:00" . "Collection and analysis of satellite data to monitor the effects of COVID-19 lockdown on water clarity in the north Adriatic Sea" . "application/ld+json" . . . . . "https://w3id.org/ro-id/28ff4f3e-c3f8-4bf0-8591-8fa36c378faa" . . "Analysis from satellite data – Environmental monitoring from space - snapshot" . "Analysis from satellite data – Environmental monitoring from space" . "MANUAL" . "https://w3id.org/ro-id/19dabc1d-b24e-4e7b-bbc2-81f95da2f1ad" . "https://w3id.org/ro-id/14888c37-4830-4fd4-9b58-b7364d3b437e" . "https://w3id.org/ro-id/1eddab1d-4fc9-422e-92aa-d523326aa498" . "https://w3id.org/ro-id/3eaf4867-0bb2-4018-9eac-85eec6ee1309" . "https://w3id.org/ro-id/44252c81-5879-4430-9255-66dd383ed651" . "https://w3id.org/ro-id/5d7bef7a-401b-4fa7-a0c0-0960ac13899d" . "https://w3id.org/ro-id/94781348-96cf-459a-85de-405cc09226a3" . "https://w3id.org/ro-id/a3749fdc-4e70-4f7f-979f-8783827dd636" . "https://w3id.org/ro-id/af9e7155-28ad-4842-a304-dddf811c4d74" . "https://w3id.org/ro-id/f100fb36-2a32-44ca-82c2-7076c5835fa5" . "https://w3id.org/ro-id/0781334a-7a44-4a75-bae6-9b830ce25370" . "https://w3id.org/ro-id/136ded1a-6eba-470a-bd33-d741aee77ada" . "https://w3id.org/ro-id/6b83b885-0507-4e13-b35c-7aa124395fc2" . "https://w3id.org/ro-id/3866bcdc-c291-40bf-b3cc-63b22d75e3d5" . "https://w3id.org/ro-id/386c8b2a-a98e-45da-b12a-8aa8d05d4e3b" . "https://w3id.org/ro-id/6102d84d-2021-4d87-8ef7-17da4930646b" . "https://w3id.org/ro-id/6a7f5310-1a78-453d-ab8b-a5c9b320a4f6" . "https://w3id.org/ro-id/84271559-7e77-418f-a01c-b38b283b6183" . "https://w3id.org/ro-id/9cb825ce-e452-4549-abe2-2fdb59ae48b6" . "https://w3id.org/ro-id/ca4eaea0-0558-4095-b77f-cd7fc8bd1bfa" . "https://w3id.org/ro-id/2c11942c-9936-43aa-a307-fed88ea783c4" . "https://w3id.org/ro-id/456025f5-a651-498b-9f0a-15e56cd985bc" . "https://w3id.org/ro-id/0980e44a-005d-4804-8a6f-cb82bd6123e9" . "https://w3id.org/ro-id/75705433-1cc5-403c-baec-1bcd78a366a7" . "https://w3id.org/ro-id/91973553-ac02-4802-b419-47e6a54e2c06" . "https://w3id.org/ro-id/9760a79e-83ec-4e0a-9ee6-eb5ed95998c7" . "https://w3id.org/ro-id/f139b59a-eda3-4aab-ace7-68ad65bc1443" . "https://w3id.org/ro-id/c7fe0e0f-b774-44ab-9d23-4ef5608890c4" . "https://w3id.org/ro-id/f8b11e82-83e5-4022-ad0e-7f1229396a5c" . "https://w3id.org/ro-id/fcc1bbf5-28df-4f6e-b562-bc9fa809d641" . "Castellan, Giorgio. \"Analysis from satellite data – Environmental monitoring from space.\" ROHub. Dec 14 ,2021. https://doi.org/10.5281/zenodo.6383036." . . . "Discover, subset, download and visualize satellite data stored in a Data Cube from the ADAM Platform" . . "Method" . . . "Results" . . . "Results" . . . "Satellite data on Chl-a and Kd490" . . "Satellite_data" . . . . . "68452"^^ . "https://api.rohub.org/api/resources/38441693-b827-4108-b4d5-b0d854030c88/download/" . . "2021-12-14 14:32:01.240770+00:00" . "2022-03-24 18:42:53.767383+00:00" . "image/png" . . "Diffuse attenuation coefficient at 490 nm (Kd490) in 2018 in the north Adriatic Sea" . "2021-12-14 14:32:01.240770+00:00" . . . . . "449579"^^ . "https://api.rohub.org/api/resources/67b0bcab-22ec-4e02-8f28-37670338943c/download/" . . "2021-12-14 14:38:21.837867+00:00" . "2022-03-24 18:42:50.464712+00:00" . "image/jpeg" . . "Analysis from satellite data – Environmental monitoring from space during COVID-19 lockdown" . "2021-12-14 14:38:21.837867+00:00" . . . . . "https://w3id.org/ro-id/894d3a33-8340-497d-beaf-5b9d85c9bfc7" . . "2021-12-14 10:44:17.433059+00:00" . "2022-03-24 18:42:54.929213+00:00" . "Satellite data on water clarity in the Venice Lagoon during the COVID 19 lockdown" . . "Satellite data on water clarity in the Venice Lagoon during the COVID 19 lockdown" . "2021-12-14 10:44:17.433059+00:00" . . . . . "70005"^^ . "https://api.rohub.org/api/resources/85c7ebc3-6c32-4573-a828-96044eb3f9a2/download/" . . "2021-12-14 14:33:06.849172+00:00" . "2022-03-24 18:42:52.754796+00:00" . "image/png" . . "Diffuse attenuation coefficient at 490 nm (Kd490) in 2018 in the north Adriatic Sea" . "2021-12-14 14:33:06.849172+00:00" . . . . . "https://w3id.org/ro-id/34d648b3-0014-4a19-8469-40b9380ca4c3" . . "2021-12-14 10:44:48.894463+00:00" . "2022-03-24 18:42:51.867845+00:00" . "Discover and subset satellite data from the ADAM Platform" . . "Discover and subset satellite data from the ADAM Platform" . "2021-12-14 10:44:48.894463+00:00" . . . . . "geosciences" . "100.0" . "0.4130299687385559" . . "environmental monitoring" . "11.413748378728926" . "8.8" . . "analysis" . "13.618677042801558" . "10.5" . . "result" . "4.735376044568246" . "3.4" . . "water" . "11.142061281337048" . "8.0" . . "geophysics" . "100.0" . "0.4130299687385559" . . "lockdown" . "15.459610027855154" . "11.1" . . "clarity" . "12.5810635538262" . "9.7" . . "collection" . "11.932555123216602" . "9.2" . . "Satellite technology" . "Economy, business and finance/Economic sector/Computing and information technology/Satellite technology" . . "environmental monitoring from space" . "11.598746081504702" . "11.1" . . "satellite data" . "23.47600518806745" . "18.1" . . "effects of COVID-19 lockdown" . "15.256008359456635" . "14.6" . . "Adriatic Sea" . "11.142061281337048" . "8.0" . . "analysis from satellite data" . "17.03239289446186" . "16.3" . . "lockdown" . "14.785992217898833" . "11.4" . . "analysis" . "14.902506963788301" . "10.7" . . "environmental monitoring" . "11.420612813370472" . "8.2" . . "Analysis from satellite data –" . "22.02202202202202" . "22.0" . . "covid 19" . "12.191958495460442" . "9.4" . . . "clarity" . "12.95264623955432" . "9.3" . . "analysis of satellite data" . "25.705329153605014" . "24.6" . . "Environmental monitoring from space." . "8.708708708708707" . "8.7" . . "Collection and analysis of satellite data to monitor the effects of COVID-19 lockdown on water clarity in the north Adriatic Sea" . "69.26926926926926" . "69.2" . . . "Music Classification Study musical genre classification" . . "music classification study musical genre classification" . . "television" . . "musical genre classification" . . "warning messsage" . . "education" . . "Linux" . . "http" . . "musical genre" . . "feature" . . "classification" . . "Java" . . "lib 3" . . "audio" . . "install" . . "classification by ensemble" . . "Music" . . "libraries in the lib" . . "Taverna Workbench 2.3.0 from http" . . "user" . . "taverna installation" . . "Java" . . "Classification" . . "version" . . "directory" . . "release" . . "ensemble" . . "musical genre classification by ensemble" . . "lyrics feature" . . "classification by ensembles of audio and lyrics feature" . . "service-account-enrichment" . . . . . "http://sandbox.rohub.org/rodl/ROs/musicStudy-5/" . "2014-07-29T15:05:31.747+02:00" . "https://www.google.com/accounts/o8/id?id=AItOawl6miGQ2NYnbP2-gtGZcqRkDRukz5GNfGc" . . "4451939"^^ . "https://api.rohub.org/api/ros/0741085b-b411-4b53-b00e-1311fecc8410/crate/download/" . . "2014-07-29 12:47:19.237000+00:00" . "2025-03-05 01:04:17.160177+00:00" . "2014-07-29 12:47:19.237000+00:00" . "Musical genre classification by ensembles of audio and lyrics features" . "application/ld+json" . . . . . . "https://w3id.org/ro-id/0741085b-b411-4b53-b00e-1311fecc8410" . . "Music Classification Study" . "Raul Palma. \"Music Classification Study.\" ROHub. Jul 29 ,2014. https://w3id.org/ro-id/0741085b-b411-4b53-b00e-1311fecc8410." . . . "used" . . . . . . "workflows" . . . "setup" . . . "produced" . . . . "main" . . . . . . . "config" . . . "scripts" . . . "components" . . . "nested" . . . "lib" . . . "results" . . . "web services" . . . . . "datasets" . . . "inputs" . . . "software" . . . . . "biblio" . . . . . "160008"^^ . "https://api.rohub.org/api/resources/02e2583c-cdb9-4948-b919-be41adaab300/download/" . . "2014-07-29 13:04:04.741000+00:00" . "2022-03-25 08:54:50.057415+00:00" . . "MusicClassification_WSDL-final.t2flow" . "2014-07-29 13:04:04.741000+00:00" . . . . . "Raul Palma" . . "service-account-generation-service" . . . "Biosemantics" . . "memory" . . "epigenetic role" . . "deregulate in HD" . . "chromatin analysis" . . "deregulate in HD" . . "gene deregulation" . . "gene" . . "http" . . "research" . . "chromatin" . . "web service" . . "interpretation" . . "analysis" . . "workflow" . . "deregulation" . . "system" . . "HD" . . "participate in epigenetic process" . . "HD" . . "epigenetic process" . . "Genoa" . . "participate in epigenetic processes" . . "HD gene deregulation" . . "chromatin data interpretation" . . "epigenetic" . . "genetics" . . "anni web services" . . "research" . . "have an epigenetic role" . . "aim" . . "role" . . "information" . . "HD chromatin analysis" . . "Genoa" . . "have an epigenetic role" . . "service-account-enrichment" . . . . . "http://sandbox.rohub.org/rodl/ROs/data_interpretation-2/" . "2014-02-26T14:16:20.355+01:00" . "https://www.google.com/accounts/o8/id?id=AItOawlLcpRhy-5MtgIVFxuwLWcFFys5ZTC7w2c" . . "81314"^^ . "https://api.rohub.org/api/ros/d1b1d427-2332-428e-a205-726ac7a0e951/crate/download/" . . "2014-02-21 13:36:32.163000+00:00" . "2025-03-05 00:48:41.666693+00:00" . "2014-02-21 13:36:32.163000+00:00" . "

This research object, was created in order to further analyse and interpret the results from the research object http://sandbox.rohub.org/rodl/ROs/HD_chromatin_analysis/  (HD chromatin analysis). The workflows in this research object are using the anni web services, implemented by the Biosemantics group.

" . "application/ld+json" . . . . . "https://w3id.org/ro-id/d1b1d427-2332-428e-a205-726ac7a0e951" . . "HD data interpretation" . "chromatin data interpretation" . "Eleni Mina. \"chromatin data interpretation.\" ROHub. Feb 21 ,2014. https://w3id.org/ro-id/d1b1d427-2332-428e-a205-726ac7a0e951." . . . . . . . . "data_interpretation" . . . . . "30787"^^ . "https://api.rohub.org/api/resources/0390ff51-55a1-4af3-b99c-60ef059d0afc/download/" . . "2014-02-25 16:10:46.463000+00:00" . "2022-03-25 09:07:52.840714+00:00" . "This workflow lists all IDs and descriptions of the predefined concept set" . . "List Predefined Concept Sets" . "2014-02-25 16:10:46.463000+00:00" . . . . . "188023"^^ . "https://api.rohub.org/api/resources/45b81758-2d25-4c33-87c8-cb2968fbd849/download/" . . "2014-02-25 16:12:14.228000+00:00" . "2022-03-25 09:07:51.492625+00:00" . "This workflow can prioritize genes that are related to a specific concept, e.g. HTT. In order to obtain the concept id of the term that is going to be matched against the gene list, the workflow Get concept suggestions from term, needs to run first. matchConceptProfileList: the gene list we want to match (order) against a particular concept queryConceptProfileList: the concept (or gene list) we want to match the query against" . . "Prioritize gene list related to a concept /list of concepts" . "2014-02-25 16:12:14.228000+00:00" . . . . . "63"^^ . "https://api.rohub.org/api/resources/7a3f5ba3-b292-4c80-b0a1-76a15b20e50c/download/" . . "2014-02-25 16:03:44.993000+00:00" . "2022-03-25 09:07:53.677489+00:00" . "text/plain" . . "hypothesis.txt" . "2014-02-25 16:03:44.993000+00:00" . . . . . "203555"^^ . "https://api.rohub.org/api/resources/7aa50a5a-bc9a-4639-9e04-1fecc9bb5002/download/" . . "2014-02-25 16:06:54.756000+00:00" . "2022-03-25 09:07:55.632943+00:00" . "This workflow annotates a comma separated gene list with a predefined concept set as for example Biological processes or Disease/syndrome. To obtain the particular id for each concept set (e.g. \"5\" for Biological processes), the workflow listPredefinedConceptSets needs to run first. The workflow is using the anni web services" . . "Annotate a gene list with Biological processes" . "2014-02-25 16:06:54.756000+00:00" . . . . . "69369"^^ . "https://api.rohub.org/api/resources/99ba79b8-8172-4026-93b2-affd7320122f/download/" . . "2014-02-26 13:14:06.663000+00:00" . "2022-03-25 09:07:56.525975+00:00" . "This workflow takes two concept ids as input and returns the top ranking \"B\" concepts according to Swanson's ABC model of discovery, where the relationships AB and BC are known and reported in the literature, and the implicit relationship AC is a putative new discovery. It might also be the case that AC is already known. In that case AC does not represent a new discovery but will still be returned (see workflow example values). The B concepts are returned sorted on the percentage of the contributions of the individual concepts to the coherence score (the average of the inner product scores of all possible concept pairs within the group).\r\nThis workflow can be used together with other workflows in this pack: http://www.myexperiment.org/packs/282 for functional gene and SNP annotation and knowledge discovery." . . "Explain concept scores" . "2014-02-26 13:14:06.663000+00:00" . . . . . "67"^^ . "https://api.rohub.org/api/resources/da150b5d-9fd0-46fc-9745-06460dbed48e/download/" . . "2014-02-25 16:03:12.283000+00:00" . "2022-03-25 09:07:49.577479+00:00" . "text/plain" . . "conclusions.txt" . "2014-02-25 16:03:12.283000+00:00" . . . . . "41692"^^ . "https://api.rohub.org/api/resources/dcaecdee-b61a-4d22-9610-be3770345a8e/download/" . . "2014-02-25 16:09:23.429000+00:00" . "2022-03-25 09:07:54.760474+00:00" . "This workflow suggests concept ids that match the query term. The user can run this workflow with any term of interest as for example \"human\", \"htt\", \"Transcription\" etc, and will get suggestions for concept ids together with descriptions. Then can choose the concept id that matches the best to her/his needs and use it to the rest of the CPA workflows" . . "Get concept suggestions from term" . "2014-02-25 16:09:23.429000+00:00" . . . . . "39476"^^ . "https://api.rohub.org/api/resources/f34bc6b5-f6ab-41e7-b2fe-bd83df7041b6/download/" . . "2014-02-25 16:04:13.823000+00:00" . "2022-03-25 09:07:50.657598+00:00" . "Sketch of the workflows and their explanation, for data interpretation, plus the connection to the output from the RO for chromatin analysis" . "image/png" . . "workflow sketch data interpretation" . "2014-02-25 16:04:13.823000+00:00" . . . . . "Eleni Mina" . . "Eleni Mina" . . "service-account-generation-service" . . . "D3.1: Workflow Evolution, Sharing and Collaboration Initial Requirements" . . "Taverna 2.4" . . "HYPERLEDA. I. Identification and designation of galaxies" . . "D4.1: Workflow Integrity and Authenticity Maintenance Initial Requirements" . . "D2.1 Workflow Lifecycle Management Initial Requirements" . . "Virtual Observatory activities in the AMIGA group" . . "D1.2: Wf4Ever Sandbox v1" . . "Python" . . "Topcat" . . "Capabilities of the HYPERLEDA database" . . . "from. to. forSb galaxy" . . "logr25" . . "tool session" . . "Oxford University" . . "Lawrence" . . "property error value" . . "Amiga data revision" . . "mathematics" . . "United Kingdom" . . "astronomy" . . "Verley" . . "AMIGAsample" . . "Poznan" . . "Poland" . . "Oxford" . . "appendix B research object structure" . . "Madrid" . . "NamesLEDA.txt" . . "Leiden" . . "Hereafter" . . "Edinburgh" . . "axis ratio" . . "dust extinction coefficient" . . "deployment of a Research Object" . . "cig SDSS sample" . . "Colorado" . . "physics" . . "lumi nous galaxy" . . "Karachentseva" . . "HyperLEDA database" . . "Netherlands" . . "Calzetti" . . "statistics" . . "galaxy" . . "database" . . "research" . . "data" . . "sample" . . "red shift" . . "text file" . . "AMIGA" . . "FP ICT" . . "workflow" . . "value" . . "correction" . . "opticalAGN" . . "ratio" . . "information and communication technologies" . . "value" . . "optical luminosity in B-band" . . "luminosity" . . "e mail address" . . "CIG" . . "output" . . "Enrique Ruiz Minor" . . "Red Cross" . . "interactions galaxy" . . "University of Manchester" . . "Naciones" . . "evolution galaxy" . . "property" . . "mag" . . "research object management" . . "university" . . "inAMIGA" . . "Granada" . . "Alaska" . . "Manchester" . . "property value" . . "group database" . . "Vulkan Shmidta" . . "León" . . "colors" . . "SDSS" . . "workflow building" . . "sample" . . "type" . . "coordinate" . . "propagation" . . "Montenegro" . . "appendices" . . "database" . . "property" . . "value error" . . "calculation" . . "galaxy inclination" . . "galaxies" . "galaxy" . . "galaxy" . . "sample" . . "sc galaxy" . . "type galaxies inAMIGA" . . "Boadilla del Monte" . . "propagation of property" . . "assigned galaxy type" . . "British Telecom" . . "evolution galaxy" . . "error of the coordinate" . . "AKwas" . . "Ai AK" . . "AGN" . . "IAA" . . "Pozna" . . "Mpc" . . "Sect." . . "Spain" . . "Golden Exemplar" . . "service-account-enrichment" . . . . . "http://sandbox.rohub.org/rodl/ROs/Pack585/" . "2014-01-27T17:31:15.131+01:00" . "https://www.google.com/accounts/o8/id?id=AItOawnZHKwZJglv16YBiUjsWEnx39mHA0RB250" . "http://w3id.org/ro-id/rohub/model#change_specifications/d3cea99d-3ccd-489d-88d2-97c0392888ff" . . "2908927"^^ . "https://api.rohub.org/api/ros/9faa4bd7-7c10-4a60-a418-b9dc338d966d/crate/download/" . . "2014-01-24 15:04:31.757000+00:00" . "2025-03-05 01:16:58.682001+00:00" . "2014-01-24 15:04:31.757000+00:00" . "The scientific experiment represented by this research object pertains to the multi-wavelength study for a sample of the most isolated galaxies in the local universe. This study characterizes each galaxy of this sample through both the measurement of basic astrophysical properties:  \r\n- The equatorial coordinates in J2000 epoch \r\n- The velocities in km/s (v) \r\n- The dust extinction coefficient (ag) \r\n- The axis ratio of the isophote 25 mag/arcsec2 (logr25) \r\n- The apparent total B magnitude (BT) \r\n- The morphological type (t) \r\n\r\nand the calculation of the more complex properties: \r\n\r\n- The distance in Mega parsecs (D) \r\n- The corrected apparent B magnitude (btc) \r\n- The optical luminosity in B-band (LB) \r\n\r\nSpecifically, this research object is focused on the calculation of the intrinsic luminosity in the Johnson B-band, in order to achieve it the measurement or calculation of all those astrophysical properties is needed. All the data involved in the characterization of the sample are stored in a local relational MySQL database. To maintain up to date this database and to register all the updates properly is part of this scientific experiment." . "application/ld+json" . . "https://w3id.org/ro-id/9faa4bd7-7c10-4a60-a418-b9dc338d966d" . . "Propagation of properties extracted from the HyperLEDA catalog in the calculation of luminosities of galaxies" . "Design Sketch and Experiment hypothesis will improve readability. Consider adding these elements." . "Please, take into account Hubble constant value in the determination of distances" . "The Hubble constant value has been considered in the script calculateDistance.py" . "http://sandbox.rohub.org/rodl/ROs/Pack585-snapshot/" . "Jose Enrique Ruiz. \"Propagation of properties extracted from the HyperLEDA catalog in the calculation of luminosities of galaxies.\" ROHub. Jan 24 ,2014. https://w3id.org/ro-id/9faa4bd7-7c10-4a60-a418-b9dc338d966d." . . . "used" . . . . . "nested" . . . "config" . . . . . "produced" . . . . "scripts" . . . "software" . . . "datasets" . . . . . "main" . . . . . . . . . "root" . . . . . . . . . . . "results" . . . "workflow_runs" . . . "components" . . . "web_services" . . . . . . . "inputs" . . . . "setup" . . . "biblio" . . . "workflows" . . . . . "NamesLEDA.txt" . . "733453"^^ . "https://api.rohub.org/api/resources/04ff3d95-a0d3-4f66-80ad-637d0ded4591/download/" . . "2014-01-24 15:05:08.250000+00:00" . "2022-03-25 09:12:12.261743+00:00" . . "Gathering galaxy properties using Hyperleda" . "2014-01-24 15:05:08.250000+00:00" . . . . . . "132151"^^ . "https://api.rohub.org/api/resources/146edf59-bb21-4430-9917-97cbae988a60/download/" . . "2014-01-24 15:06:27.574000+00:00" . "2022-03-25 09:12:00.536760+00:00" . "application/x-sql" . . "bt.sql" . "2014-01-24 15:06:27.574000+00:00" . . . . . . "212329"^^ . "https://api.rohub.org/api/resources/1d94ef57-ed0c-40b8-9dc9-7fbbc554024b/download/" . . "2014-01-24 15:06:24.130000+00:00" . "2022-03-25 09:11:51.326045+00:00" . . "Propagation of physical quantities in the calculation of luminosities of galaxies" . "2014-01-24 15:06:24.130000+00:00" . . . . . . "39043"^^ . "https://api.rohub.org/api/resources/20ae1815-26a8-4f8c-8ed3-7fba7878bacc/download/" . . "2014-01-24 15:05:33.094000+00:00" . "2022-03-25 09:11:47.329135+00:00" . "text/plain" . . "LB3d.txt" . "2014-01-24 15:05:33.094000+00:00" . . . . . . "2948908"^^ . "https://api.rohub.org/api/resources/21bec57a-00f8-42c6-9d97-da774d800870/download/" . . "2014-01-24 15:05:31.608000+00:00" . "2022-03-25 09:11:59.657024+00:00" . . "session.vot" . "2014-01-24 15:05:31.608000+00:00" . . . . . "morphoNew.txt" . . "887528"^^ . "https://api.rohub.org/api/resources/2c82e292-ddf9-4def-be1e-f24354a9baef/download/" . . "2014-01-24 15:05:59.044000+00:00" . "2022-03-25 09:12:08.867311+00:00" . . "Calculation of distances, magnitutes, and luminosities using Hyperleda" . "2014-01-24 15:05:59.044000+00:00" . . . . "1383"^^ . "https://api.rohub.org/api/resources/37eb901f-e7d0-4edf-8177-5d7f896f9fc1/download/" . . "2014-01-24 15:05:30.052000+00:00" . "2022-03-25 09:11:38.384866+00:00" . "Not working properly with break lines in linux formatted files" . "text/x-python" . . "comparing.py" . "2014-01-24 15:05:30.052000+00:00" . . . . . . "142994"^^ . "https://api.rohub.org/api/resources/5356d55f-09e2-4a0d-af72-07db00734fb8/download/" . . "2014-01-24 15:04:55.083000+00:00" . "2022-03-25 09:11:58.122018+00:00" . "application/x-sql" . . "velocity.sql" . "2014-01-24 15:04:55.083000+00:00" . . . . . "112823"^^ . "https://api.rohub.org/api/resources/56c5ce79-aa3a-4556-a999-7bc22c03cd0d/download/" . . "2014-01-27 16:30:26.554000+00:00" . "2022-03-25 09:11:31.641822+00:00" . "image/png" . . "Schema.png" . "2014-01-27 16:30:26.554000+00:00" . . . . . "1914881"^^ . "https://api.rohub.org/api/resources/579dd361-ddf5-45e4-b658-83f1498f4d5a/download/" . . "2014-01-24 15:05:54.932000+00:00" . "2022-03-25 09:12:06.825330+00:00" . "application/pdf" . . "D5.3v1: Propagation of interdependent quantities in the calculation of luminosities of galaxies" . "2014-01-24 15:05:54.932000+00:00" . . . . "9865"^^ . "https://api.rohub.org/api/resources/63fd9bb1-4138-4c6b-9629-b5c8fadd142c/download/" . . "2014-01-24 15:07:10.437000+00:00" . "2022-03-25 09:11:54.525445+00:00" . "text/plain" . . "RECIPES" . "2014-01-24 15:07:10.437000+00:00" . . . . . . "143737"^^ . "https://api.rohub.org/api/resources/64994d23-fa5b-484e-b25d-408fb4b21dfa/download/" . . "2014-01-24 15:05:13.745000+00:00" . "2022-03-25 09:11:57.237250+00:00" . "application/x-sql" . . "lb.sql" . "2014-01-24 15:05:13.745000+00:00" . . . . . . "8407"^^ . "https://api.rohub.org/api/resources/7b6f3e2d-34d7-4f12-aed7-e6f522be5a39/download/" . . "2014-01-24 15:05:15.222000+00:00" . "2022-03-25 09:12:05.958985+00:00" . "text/plain" . . "NamesLEDA.txt" . "2014-01-24 15:05:15.222000+00:00" . . . . . . "25"^^ . "https://api.rohub.org/api/resources/84c8166d-8155-41cd-9797-c764ab6e14a9/download/" . . "2014-01-24 15:04:57.259000+00:00" . "2022-03-25 09:11:52.208650+00:00" . "text/plain" . . "local.txt" . "2014-01-24 15:04:57.259000+00:00" . . . . . . "145314"^^ . "https://api.rohub.org/api/resources/99b25137-d453-482b-9531-b478bf886467/download/" . . "2014-01-24 15:07:01.927000+00:00" . "2022-03-25 09:11:53.051062+00:00" . "application/x-sql" . . "btc.sql" . "2014-01-24 15:07:01.927000+00:00" . . . . . . "157378"^^ . "https://api.rohub.org/api/resources/a1df3dff-67e1-406d-a539-8de4ad182b12/download/" . . "2014-01-24 15:06:00.661000+00:00" . "2022-03-25 09:12:02.410522+00:00" . "application/x-sql" . . "distances.sql" . "2014-01-24 15:06:00.661000+00:00" . . . . . . "15994"^^ . "https://api.rohub.org/api/resources/a5f8f3fa-66bd-41a3-ad9f-b4e430159ce8/download/" . . "2014-01-24 15:06:45.058000+00:00" . "2022-03-25 09:12:10.525314+00:00" . "text/plain" . . "morphoNew.txt" . "2014-01-24 15:06:45.058000+00:00" . . . . . . "138238"^^ . "https://api.rohub.org/api/resources/df7721a9-ff51-4ace-9b13-8d922181fc43/download/" . . "2014-01-24 15:04:59.351000+00:00" . "2022-03-25 09:12:11.380781+00:00" . "application/x-sql" . . "logr25.sql" . "2014-01-24 15:04:59.351000+00:00" . . . . . "remote.txt" . . "42662"^^ . "https://api.rohub.org/api/resources/df86ccfe-ff14-48b8-9034-8776c3367931/download/" . . "2014-01-24 15:06:03.290000+00:00" . "2022-03-25 09:12:07.963354+00:00" . . "Comparison and update of values" . "2014-01-24 15:06:03.290000+00:00" . . . . . . "25"^^ . "https://api.rohub.org/api/resources/e17d348f-a004-4d58-831c-a565ff489bc6/download/" . . "2014-01-24 15:07:15.314000+00:00" . "2022-03-25 09:12:03.503387+00:00" . "text/plain" . . "remote.txt" . "2014-01-24 15:07:15.314000+00:00" . . . . . "501548"^^ . "https://api.rohub.org/api/resources/e88d881d-7085-49ee-8163-278925cbaff4/download/" . . "2014-01-24 15:06:10.435000+00:00" . "2022-03-25 09:11:49.550169+00:00" . "application/pdf" . . "The AMIGA sample of isolated galaxies X. A first look at isolated galaxy colors" . "2014-01-24 15:06:10.435000+00:00" . . . . . "Jose Enrique Ruiz" . . "service-account-generation-service" . . . "D3.1: Workflow Evolution, Sharing and Collaboration Initial Requirements" . . "Taverna 2.4" . . "HYPERLEDA. I. Identification and designation of galaxies" . . "D4.1: Workflow Integrity and Authenticity Maintenance Initial Requirements" . . "D2.1 Workflow Lifecycle Management Initial Requirements" . . "Virtual Observatory activities in the AMIGA group" . . "D1.2: Wf4Ever Sandbox v1" . . "Python" . . "Topcat" . . "Capabilities of the HYPERLEDA database" . . "from. to. forSb galaxy" . . "logr25" . . "tool session" . . "Oxford University" . . "Lawrence" . . "property error value" . . "Amiga data revision" . . "mathematics" . . "United Kingdom" . . "astronomy" . . "Verley" . . "AMIGAsample" . . "Poznan" . . "Poland" . . "Oxford" . . "appendix B research object structure" . . "Madrid" . . "NamesLEDA.txt" . . "Leiden" . . "Hereafter" . . "Edinburgh" . . "axis ratio" . . "dust extinction coefficient" . . "deployment of a Research Object" . . "cig SDSS sample" . . "Colorado" . . "physics" . . "lumi nous galaxy" . . "Karachentseva" . . "HyperLEDA database" . . "Netherlands" . . "Calzetti" . . "statistics" . . "galaxy" . . "database" . . "research" . . "data" . . "sample" . . "red shift" . . "text file" . . "AMIGA" . . "FP ICT" . . "workflow" . . "value" . . "correction" . . "opticalAGN" . . "ratio" . . "information and communication technologies" . . "value" . . "optical luminosity in B-band" . . "luminosity" . . "e mail address" . . "CIG" . . "output" . . "Enrique Ruiz Minor" . . "Red Cross" . . "interactions galaxy" . . "University of Manchester" . . "Naciones" . . "evolution galaxy" . . "property" . . "mag" . . "research object management" . . "university" . . "inAMIGA" . . "Granada" . . "Alaska" . . "Manchester" . . "property value" . . "group database" . . "Vulkan Shmidta" . . "León" . . "colors" . . "SDSS" . . "workflow building" . . "sample" . . "type" . . "coordinate" . . "propagation" . . "Montenegro" . . "appendices" . . "database" . . "property" . . "value error" . . "calculation" . . "galaxy inclination" . . "galaxies" . "galaxy" . . "galaxy" . . "sample" . . "sc galaxy" . . "type galaxies inAMIGA" . . "Boadilla del Monte" . . "propagation of property" . . "assigned galaxy type" . . "British Telecom" . . "evolution galaxy" . . "error of the coordinate" . . "AKwas" . . "Ai AK" . . "AGN" . . "IAA" . . "Pozna" . . "Mpc" . . "Sect." . . "Spain" . . "Golden Exemplar" . . "service-account-enrichment" . . . . . "http://sandbox.rohub.org/rodl/ROs/Pack585/" . "2014-01-27T17:30:51.771+01:00" . "https://www.google.com/accounts/o8/id?id=AItOawnZHKwZJglv16YBiUjsWEnx39mHA0RB250" . . "2908816"^^ . "https://api.rohub.org/api/ros/12f54724-cd7f-4410-b788-3c062fc644f7/crate/download/" . . "2014-01-24 15:04:31.757000+00:00" . "2025-03-05 01:16:58.921026+00:00" . "2014-01-24 15:04:31.757000+00:00" . "The scientific experiment represented by this research object pertains to the multi-wavelength study for a sample of the most isolated galaxies in the local universe. This study characterizes each galaxy of this sample through both the measurement of basic astrophysical properties:  \r\n- The equatorial coordinates in J2000 epoch \r\n- The velocities in km/s (v) \r\n- The dust extinction coefficient (ag) \r\n- The axis ratio of the isophote 25 mag/arcsec2 (logr25) \r\n- The apparent total B magnitude (BT) \r\n- The morphological type (t) \r\n\r\nand the calculation of the more complex properties: \r\n\r\n- The distance in Mega parsecs (D) \r\n- The corrected apparent B magnitude (btc) \r\n- The optical luminosity in B-band (LB) \r\n\r\nSpecifically, this research object is focused on the calculation of the intrinsic luminosity in the Johnson B-band, in order to achieve it the measurement or calculation of all those astrophysical properties is needed. All the data involved in the characterization of the sample are stored in a local relational MySQL database. To maintain up to date this database and to register all the updates properly is part of this scientific experiment." . "application/ld+json" . . "https://w3id.org/ro-id/12f54724-cd7f-4410-b788-3c062fc644f7" . . "Propagation of properties extracted from the HyperLEDA catalog in the calculation of luminosities of galaxies" . "Design Sketch and Experiment hypothesis will improve readability. Consider adding these elements." . "Please, take into account Hubble constant value in the determination of distances" . "The Hubble constant value has been considered in the script calculateDistance.py" . "Jose Enrique Ruiz. \"Propagation of properties extracted from the HyperLEDA catalog in the calculation of luminosities of galaxies.\" ROHub. Jan 24 ,2014. https://w3id.org/ro-id/12f54724-cd7f-4410-b788-3c062fc644f7." . . . "workflows" . . . "datasets" . . . "config" . . . "used" . . . "workflow_runs" . . . . "scripts" . . . "components" . . . . . "produced" . . . "web_services" . . . . . "main" . . . "biblio" . . . . . "nested" . . . "software" . . . . . . . "inputs" . . . . . . . . . . . "results" . . . . . . . . . "root" . . . . "setup" . . . . . "local.txt" . . "42662"^^ . "https://api.rohub.org/api/resources/0f6a16b7-6aeb-4cca-ad41-92803445170f/download/" . . "2014-01-24 15:06:03.290000+00:00" . "2022-03-25 09:14:48.242239+00:00" . . "Comparison and update of values" . "2014-01-24 15:06:03.290000+00:00" . . . . . "112823"^^ . "https://api.rohub.org/api/resources/11edc8d2-b1df-4726-abe1-95fa73972bed/download/" . . "2014-01-27 16:30:26.554000+00:00" . "2022-03-25 09:14:14.355939+00:00" . "image/png" . . "Schema.png" . "2014-01-27 16:30:26.554000+00:00" . . . . . . "212329"^^ . "https://api.rohub.org/api/resources/1b88d3c0-92d4-4dfb-9ac5-c62b91bf69c3/download/" . . "2014-01-24 15:06:24.130000+00:00" . "2022-03-25 09:14:33.481796+00:00" . . "Propagation of physical quantities in the calculation of luminosities of galaxies" . "2014-01-24 15:06:24.130000+00:00" . . . . "9865"^^ . "https://api.rohub.org/api/resources/23f6cea1-0f79-494b-8e6a-37247622766c/download/" . . "2014-01-24 15:07:10.437000+00:00" . "2022-03-25 09:14:36.396498+00:00" . "text/plain" . . "RECIPES" . "2014-01-24 15:07:10.437000+00:00" . . . . . . "2948908"^^ . "https://api.rohub.org/api/resources/4395a71c-5cfb-4502-bd08-18edc3a8993a/download/" . . "2014-01-24 15:05:31.608000+00:00" . "2022-03-25 09:14:41.038608+00:00" . . "session.vot" . "2014-01-24 15:05:31.608000+00:00" . . . . . "1914881"^^ . "https://api.rohub.org/api/resources/487428fb-373f-4e85-a451-ce191af27c39/download/" . . "2014-01-24 15:05:54.932000+00:00" . "2022-03-25 09:14:47.437302+00:00" . "application/pdf" . . "D5.3v1: Propagation of interdependent quantities in the calculation of luminosities of galaxies" . "2014-01-24 15:05:54.932000+00:00" . . . . . . "157378"^^ . "https://api.rohub.org/api/resources/4b95d337-bb57-4946-bb59-bf4fd6f3e44c/download/" . . "2014-01-24 15:06:00.661000+00:00" . "2022-03-25 09:14:43.657464+00:00" . "application/x-sql" . . "distances.sql" . "2014-01-24 15:06:00.661000+00:00" . . . . . . "145314"^^ . "https://api.rohub.org/api/resources/6897e959-a5eb-4192-9cca-fd51e08831c4/download/" . . "2014-01-24 15:07:01.927000+00:00" . "2022-03-25 09:14:35.138531+00:00" . "application/x-sql" . . "btc.sql" . "2014-01-24 15:07:01.927000+00:00" . . . . . . "25"^^ . "https://api.rohub.org/api/resources/8218a726-7aad-4a00-aa0c-45bf0248d19a/download/" . . "2014-01-24 15:04:57.259000+00:00" . "2022-03-25 09:14:34.317084+00:00" . "text/plain" . . "local.txt" . "2014-01-24 15:04:57.259000+00:00" . . . . . . "142994"^^ . "https://api.rohub.org/api/resources/87c7d0be-53dc-47f9-943d-873775aa84fd/download/" . . "2014-01-24 15:04:55.083000+00:00" . "2022-03-25 09:14:39.972234+00:00" . "application/x-sql" . . "velocity.sql" . "2014-01-24 15:04:55.083000+00:00" . . . . . . "25"^^ . "https://api.rohub.org/api/resources/a002b7dc-4a7c-4e1b-865c-ef8e1fc079b1/download/" . . "2014-01-24 15:07:15.314000+00:00" . "2022-03-25 09:14:44.487863+00:00" . "text/plain" . . "remote.txt" . "2014-01-24 15:07:15.314000+00:00" . . . . . "501548"^^ . "https://api.rohub.org/api/resources/bce8f604-1df5-42b1-b34e-f26ccfa740a0/download/" . . "2014-01-24 15:06:10.435000+00:00" . "2022-03-25 09:14:31.790148+00:00" . "application/pdf" . . "The AMIGA sample of isolated galaxies X. A first look at isolated galaxy colors" . "2014-01-24 15:06:10.435000+00:00" . . . . . "NamesLEDA.txt" . . "733453"^^ . "https://api.rohub.org/api/resources/bf716724-d9fc-4310-996c-71b389a00aca/download/" . . "2014-01-24 15:05:08.250000+00:00" . "2022-03-25 09:14:52.421044+00:00" . . "Gathering galaxy properties using Hyperleda" . "2014-01-24 15:05:08.250000+00:00" . . . . . "morphoNew.txt" . . "887528"^^ . "https://api.rohub.org/api/resources/c585ea92-5c82-4966-9df2-dc8c13b4645f/download/" . . "2014-01-24 15:05:59.044000+00:00" . "2022-03-25 09:14:49.313000+00:00" . . "Calculation of distances, magnitutes, and luminosities using Hyperleda" . "2014-01-24 15:05:59.044000+00:00" . . . . . . "138238"^^ . "https://api.rohub.org/api/resources/d293675e-ef7e-4981-bfeb-a08c1c28eaf7/download/" . . "2014-01-24 15:04:59.351000+00:00" . "2022-03-25 09:14:51.438894+00:00" . "application/x-sql" . . "logr25.sql" . "2014-01-24 15:04:59.351000+00:00" . . . . . . "15994"^^ . "https://api.rohub.org/api/resources/d4938b1d-d4f5-4335-bf90-22cea3aecdaa/download/" . . "2014-01-24 15:06:45.058000+00:00" . "2022-03-25 09:14:50.521218+00:00" . "text/plain" . . "morphoNew.txt" . "2014-01-24 15:06:45.058000+00:00" . . . . . . "132151"^^ . "https://api.rohub.org/api/resources/d9f83555-5069-4e1a-94e1-4f391556a395/download/" . . "2014-01-24 15:06:27.574000+00:00" . "2022-03-25 09:14:41.873446+00:00" . "application/x-sql" . . "bt.sql" . "2014-01-24 15:06:27.574000+00:00" . . . . "1383"^^ . "https://api.rohub.org/api/resources/e4e89aac-4342-41c6-8b0a-ae7606dcfbd6/download/" . . "2014-01-24 15:05:30.052000+00:00" . "2022-03-25 09:14:21.123593+00:00" . "Not working properly with break lines in linux formatted files" . "text/x-python" . . "comparing.py" . "2014-01-24 15:05:30.052000+00:00" . . . . . . "39043"^^ . "https://api.rohub.org/api/resources/eecc81f8-f194-448e-af6e-8705c3aff9c6/download/" . . "2014-01-24 15:05:33.094000+00:00" . "2022-03-25 09:14:29.690600+00:00" . "text/plain" . . "LB3d.txt" . "2014-01-24 15:05:33.094000+00:00" . . . . . . "8407"^^ . "https://api.rohub.org/api/resources/f00cdaba-9649-4117-8de6-3b48cb134bd9/download/" . . "2014-01-24 15:05:15.222000+00:00" . "2022-03-25 09:14:46.533968+00:00" . "text/plain" . . "NamesLEDA.txt" . "2014-01-24 15:05:15.222000+00:00" . . . . . . "143737"^^ . "https://api.rohub.org/api/resources/ffae12c4-dbfd-4f42-9708-164fe79505cc/download/" . . "2014-01-24 15:05:13.745000+00:00" . "2022-03-25 09:14:39.125914+00:00" . "application/x-sql" . . "lb.sql" . "2014-01-24 15:05:13.745000+00:00" . . . . . "Jose Enrique Ruiz" . . "service-account-generation-service" . . . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/04caa16f-2cf8-4116-88c7-ea2f7e2c06f3" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/147acc3e-9a37-4d2f-b3ce-995d3317d9a2" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/22a7fda1-aeec-4720-9fec-47ff97b2eefe" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/279a00e5-280b-46b2-9bf9-5f33e60c389e" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/38b038fa-2e13-4bb6-8627-440aee9d53c8" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/4cebce3b-4fab-4020-a0e4-a5220b72a1cd" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/4e7d9e49-18c1-429c-a208-e00e41b4ce07" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/52b202e6-206d-4dcb-9b2f-80ddf6b783c0" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/5e7173c2-f3e8-4bc9-98b9-c2cb627f66f1" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/6487d154-1479-4721-bae3-28d63eb37fba" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/698f6b28-40cb-44de-a0b5-87d054681719" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/70ef65f1-fbf8-495c-9ff1-0144b0a49786" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/7555f2f8-6ba2-4993-b90a-1f89ab53c4f6" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/a19ca7be-e526-4ab0-bbd6-12e7313ca8ed" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/a62982a0-158f-4679-851d-1c0c989f9436" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/bc474904-2d2d-410d-9aad-a0e3129f0679" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/d6750f82-981b-411b-a1d6-1b2ecc5e4c49" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/e0457c72-b3ff-429c-a6e3-65ed6f5a9283" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/f129e0fc-161e-4752-8876-da38688712dc" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/f3d060e3-a438-4e42-b8d4-bfb8275f6cdb" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5/changes/ff7a5d20-fad8-45c8-b3cf-c78bc889b1c3" . . . "f5b795c2-763e-4102-9df9-193691cd7bbf.rdf" . . . "78aecb3e-37ef-4f00-a649-668d0f418db4.rdf" . . . "97793295-96bf-4f5a-b640-25773d659e95.rdf" . . . "http://sandbox.rohub.org/rodl/ROs/data_interpretation-snapshot/.ro/annotations/b7a5a570-222d-4592-b292-06037a1d42e4" . . . "http://sandbox.rohub.org/rodl/ROs/data_interpretation-snapshot/4077d50e-efb4-4061-95d0-6c4cc1198bfa.rdf" . . . "1f063ea3-83ac-4dd2-9b3c-a493bd3f842c.rdf" . . . "http://sandbox.rohub.org/rodl/ROs/data_interpretation-snapshot/5d40cea9-e4f9-49bd-b5e4-ede288278a73.rdf" . . . "annotations/9f4a5dbd-bce9-4216-a3ed-51a7aeb0ce8d" . . . "annotations/fc6e78fc-77e5-40c3-9865-2df94702f59f" . . . "http://sandbox.rohub.org/rodl/ROs/data_interpretation-snapshot/annotate_genes_biological_processes.t2flow" . . . "annotations/b4acc451-7422-457a-b837-2826910122f9" . . . "annotations/f1c7adec-54d4-4e36-a186-56beb260b197" . . . "20d14edf-376d-4373-b7bd-5627ecf8e1a5.rdf" . . . "annotations/ba8a48e9-5156-48c5-a639-e1e7e0a117ec" . . . "http://sandbox.rohub.org/rodl/ROs/data_interpretation-snapshot/.ro/annotations/3b2e927c-c5d7-4b3e-b2b3-49ec67b2be00" . . . "annotate_genes_biological_processes_xpath_cpids.t2flow" . . . "http://sandbox.rohub.org/rodl/ROs/data_interpretation-snapshot/.ro/annotations/093fc059-3d5a-436e-a0f0-2bf07ce8a30b" . . . "annotations/6f077a8f-4bf0-4a0d-ac30-5d4dc48f970c" . . . "http://sandbox.rohub.org/workflows/2725.html" . . . "http://sandbox.rohub.org/rodl/ROs/data_interpretation-snapshot/c8d59b14-c3be-46d2-88ef-425e608a9d3d.rdf" . . . "c254eb0d-bebf-4f31-8e76-09afa077dd31.rdf" . . "deregulate in HD" . . "HD" . . "participate in epigenetic processes" . . "genetics" . . "genes" . . "have an epigenetic role" . . . "Purpose of workflow: This workflow takes two concept ids as input and returns the top ranking \"B\" concepts according to Swanson's ABC model of discovery, where the relationships AB and BC are known and reported in the literature, and the implicit relationship AC is a putative new discovery. It might also be the case that AC is already known. In that case AC does not represent a new discovery but will still be returned (see workflow example values). The B concepts are returned sorted on the percentage of the contributions of the individual concepts to the coherence score (the average of the inner product scores of all possible concept pairs within the group)." . "Explain Scores" . . "missing link" . "5.304445274561076" . "14.2" . . "life sciences (general)" . "35.87466373187602" . "0.9233048558235168" . . "have an epigenetic role" . "0.06863417982155112" . "0.2" . . "life sciences (general)" . "35.76177208527657" . "0.9203993678092957" . . "chromatin" . "4.039375424304141" . "11.9" . . "epigenetic process" . "17.84488675360329" . "52.0" . . "role" . "5.491221516623086" . "14.7" . . "epigenetic role" . "6.554564172958133" . "19.1" . . "testing" . "2.545824847250509" . "7.5" . . "participate in epigenetic process" . "0.20590253946465337" . "0.6" . . "Genoa" . "20.570264765784113" . "60.6" . . "epigenetic" . "1.5274949083503053" . "4.5" . . "geology" . "47.691405491207696" . "0.9814894795417786" . . "HD" . "3.9596563317146063" . "10.6" . . "life sciences" . "28.363564182847412" . "0.7299919724464417" . . "HD" . "8.146639511201629" . "24.0" . . "chromatin" . "4.59469555472544" . "12.3" . . "service-account-enrichment" . . . . . "http://sandbox.rohub.org/rodl/ROs/data_interpretation/" . "2014-02-11T16:28:33.504+01:00" . "https://www.google.com/accounts/o8/id?id=AItOawnOAeiyuU0cZ91YBD1EW7d43AlWw8xdALU" . "http://w3id.org/ro-id/rohub/model#change_specifications/140a9ab3-c360-4ba4-ba8f-f4df6f060eb5" . . "90137"^^ . "https://api.rohub.org/api/ros/3a129ea9-7d50-4d4a-bcce-499729c5f3e0/crate/download/" . . "2013-08-30 16:15:52.229000+00:00" . "2025-03-05 00:55:18.105872+00:00" . "2013-08-30 16:15:52.229000+00:00" . "This RO is an extension of the HD chromatin analysis to interpret the results and reveal missing links that can according to literature explain HD gene deregulation" . "application/ld+json" . . . . . "https://w3id.org/ro-id/3a129ea9-7d50-4d4a-bcce-499729c5f3e0" . . "Interpretation of the results from the analysis of RO: http://sandbox.rohub.org/rodl/ROs/HD_chromatin_analysis/" . "http://sandbox.rohub.org/rodl/ROs/data_interpretation-snapshot/" . "https://w3id.org/ro-id/9472831c-c0f7-4736-abb7-1130b6266567" . "https://w3id.org/ro-id/0ccc06e8-fa83-4607-a51a-d3960f236f2a" . "https://w3id.org/ro-id/1e86dc68-d7a4-4d76-b687-015183bfbbfc" . "https://w3id.org/ro-id/2adb1139-d0a2-4e40-a706-d4193311c6df" . "https://w3id.org/ro-id/2b8b4a6b-4fc5-4f60-8a3b-5798bd7aea12" . "https://w3id.org/ro-id/36273c7c-826e-426b-97e2-071775328169" . "https://w3id.org/ro-id/3d7af67d-d31a-4a39-85cf-da169fe3b217" . "https://w3id.org/ro-id/43eb0d5d-21e6-4061-ad5a-202d747f5c3d" . "https://w3id.org/ro-id/4d53d73d-0372-466d-bccd-001707a529af" . "https://w3id.org/ro-id/59f0f23a-584f-4b2d-87d3-197920b08374" . "https://w3id.org/ro-id/5a528e2e-c11d-4a5d-a145-b0dce36ee557" . "https://w3id.org/ro-id/60f9bf78-b591-4188-9863-6c3d8d9cba80" . "https://w3id.org/ro-id/61868dd9-a2b9-431b-b338-54b4dfff4c6d" . "https://w3id.org/ro-id/6912d56b-a19d-4241-a6fa-7a5591bc976d" . "https://w3id.org/ro-id/7ea94e74-e41d-4867-ab9a-ad911e8f46eb" . "https://w3id.org/ro-id/abde2abd-9c38-421d-a6ea-c99d13195606" . "https://w3id.org/ro-id/bd06484b-72bb-415a-a5fb-070daf77db0e" . "https://w3id.org/ro-id/d3ab53c4-e61b-4db2-ac6f-1c9027d8b582" . "https://w3id.org/ro-id/e949bf8b-77ef-4da1-aeac-724b4448ce37" . "https://w3id.org/ro-id/ef101db2-8b39-4c03-8d81-d8bdc6886b26" . "https://w3id.org/ro-id/334ba840-d8d4-4c0d-b231-8408fd684615" . "https://w3id.org/ro-id/3ab8fcb4-b92d-4aad-9efb-048e2597b3c4" . "https://w3id.org/ro-id/61b3eebb-f4b4-478f-9bb1-be6ac3ff25e2" . "https://w3id.org/ro-id/6afdce1a-0994-4502-8cc1-ac663cdaa173" . "https://w3id.org/ro-id/c77eeaa0-6cbb-4eae-9730-17d13d8b508e" . "https://w3id.org/ro-id/cc6d2248-5ba5-481b-bd6b-7be7eaa28110" . "https://w3id.org/ro-id/55c5275e-f220-4dd2-8e7f-ac8ddd54b9e4" . "https://w3id.org/ro-id/5d1d6480-6991-4fff-abc6-6c6d8fae6a6c" . "https://w3id.org/ro-id/96636e8f-065e-48eb-bb8d-2eb72469e890" . "https://w3id.org/ro-id/d47a097c-6764-44a4-abcd-83c5d6b54302" . "https://w3id.org/ro-id/003d5516-496b-448e-be40-1a9fee828b33" . "https://w3id.org/ro-id/163a1d35-bb78-4c0d-8f84-825b71393fe0" . "https://w3id.org/ro-id/3381c808-cd31-49f7-ba8f-63e427655bdd" . "https://w3id.org/ro-id/378be13f-1c57-4e19-bada-f51379af77eb" . "https://w3id.org/ro-id/3a36972b-e7c4-421b-b5eb-7c59f5ac0d98" . "https://w3id.org/ro-id/52b5ecb5-1fd2-49f6-ae9d-73cf988a26f2" . "https://w3id.org/ro-id/81827075-1bdc-4069-b65f-c2ba1a3ae182" . "https://w3id.org/ro-id/86ba70a2-46d2-4500-8717-772f2011064e" . "https://w3id.org/ro-id/8ef34ded-7d1a-4f69-a141-04d88f715dea" . "https://w3id.org/ro-id/9a2f156f-bba1-44b1-85f9-e0e12bcac90b" . "https://w3id.org/ro-id/abced32c-8c02-41af-8736-eef654f6d172" . "https://w3id.org/ro-id/aecb7a3f-c8fb-4b54-96d0-9d9846e82af8" . "https://w3id.org/ro-id/ce570653-b842-4017-823e-7b87339a3b69" . "https://w3id.org/ro-id/0182d2b6-0eb0-4178-b722-fa3d0ab62e43" . "https://w3id.org/ro-id/0c10fb4c-bf0b-42df-86e1-b01aac9925ca" . "https://w3id.org/ro-id/35b95332-6876-4c12-9cff-2e01851a7d0c" . "https://w3id.org/ro-id/4db8dcbb-0fec-42dc-9e76-ff2b75074831" . "https://w3id.org/ro-id/77956b14-fcc7-41f1-b9e0-15d0a5aadb21" . "https://w3id.org/ro-id/e7d9cd96-6b3f-4a49-bf12-3e1c238f2242" . "https://w3id.org/ro-id/054e977e-3849-4eb0-a305-72e7519b498c" . "https://w3id.org/ro-id/0ffc2e27-e1fa-445c-8be6-d18de1e83a10" . "https://w3id.org/ro-id/1c15e09e-1005-4e9f-875d-88fc9d7ca868" . "https://w3id.org/ro-id/25ab1a9f-2b58-46ee-82b6-881a2151fb25" . "https://w3id.org/ro-id/5466d907-5a67-4665-bd54-b3d55a1275a2" . "https://w3id.org/ro-id/7ff67d11-e3fe-4e18-8a3e-3b8736918030" . "https://w3id.org/ro-id/b3c9e0a2-9e14-416e-b2dd-ef8440bac92f" . "https://w3id.org/ro-id/c00f5093-2ca8-42b4-9786-0b35a4ef4a0e" . "https://w3id.org/ro-id/c6355f07-2f22-4e41-8388-a2ff4f90a02f" . "https://w3id.org/ro-id/e771ec0e-560b-4c5b-87b0-9436451f689b" . "https://w3id.org/ro-id/ed3cfcbc-9ead-43b9-98c5-8267c1ca4aff" . "https://w3id.org/ro-id/ee53e862-3f8f-498f-97ee-b20ad91894be" . "https://w3id.org/ro-id/5c589b0d-0fd4-4e10-a949-254f733bad51" . "https://w3id.org/ro-id/a8bea726-82f1-4049-a93d-facd6d258724" . "https://w3id.org/ro-id/d80cc364-e913-48af-842d-45af832e8775" . "Eleni Mina. \"Interpretation of the results from the analysis of RO: http://sandbox.rohub.org/rodl/ROs/HD_chromatin_analysis/.\" ROHub. Aug 30 ,2013. https://w3id.org/ro-id/3a129ea9-7d50-4d4a-bcce-499729c5f3e0." . . . . . . . . "data_interpretation" . . . . "41573"^^ . "https://api.rohub.org/api/resources/4264530f-42e9-45f0-9255-d232a3a558ac/download/" . . "2013-11-05 13:09:46.561000+00:00" . "2022-03-25 09:24:37.622734+00:00" . "Purpose of workflow: This workflow takes two concept ids as input and returns the top ranking \"B\" concepts according to Swanson's ABC model of discovery, where the relationships AB and BC are known and reported in the literature, and the implicit relationship AC is a putative new discovery. It might also be the case that AC is already known. In that case AC does not represent a new discovery but will still be returned (see workflow example values). The B concepts are returned sorted on the percentage of the contributions of the individual concepts to the coherence score (the average of the inner product scores of all possible concept pairs within the group)." . . "Explain Scores" . "2013-11-05 13:09:46.561000+00:00" . . . . . "67"^^ . "https://api.rohub.org/api/resources/4e604e6a-6c92-414d-a49e-4e67a8b39116/download/" . . "2013-08-31 15:11:30.970000+00:00" . "2022-03-25 09:24:40.710743+00:00" . "text/plain" . . "conclusion" . "2013-08-31 15:11:30.970000+00:00" . . . . . "188023"^^ . "https://api.rohub.org/api/resources/55c4a47f-eb4d-4461-aaf3-f718a38bc803/download/" . . "2013-11-05 13:07:43.493000+00:00" . "2022-03-25 09:24:47.224634+00:00" . "This workflow can prioritize genes that are related to a specific concept, e.g. HTT. In order to obtain the concept id of the term that is going to be matched against the gene list, the workflow Get concept suggestions from term, needs to run first. matchConceptProfileList: the gene list we want to match (order) against a particular concept queryConceptProfileList: the concept (or gene list) we want to match the query against" . . "Prioritize gene list related to a concept /list of concepts" . "2013-11-05 13:07:43.493000+00:00" . . . . . "214639"^^ . "https://api.rohub.org/api/resources/5872d7d2-57d6-4b92-854a-815c2dc665b4/download/" . . "2014-02-11 15:25:01.110000+00:00" . "2022-03-25 09:24:49.007856+00:00" . "This workflow annotates a comma separated gene list with a predefined concept set as for example Biological processes or Disease/syndrome. To obtain the particular id for each concept set (e.g. \"5\" for Biological processes), the workflow listPredefinedConceptSets needs to run first. The workflow is using the anni web services" . . "Annotate a gene list with Biological processes" . "2014-02-11 15:25:01.110000+00:00" . . . . . "39476"^^ . "https://api.rohub.org/api/resources/7a77bf73-c2d0-41ca-8a13-b91c31de14d8/download/" . . "2013-08-31 15:37:06.058000+00:00" . "2022-03-25 09:24:39.842471+00:00" . "Sketch of the workflows and their explanation, for data interpretation, plus the connection to the output from the RO for chromatin analysis" . "image/png" . . "workflow sketch data interpretation" . "2013-08-31 15:37:06.058000+00:00" . . . . . "63"^^ . "https://api.rohub.org/api/resources/97a1ffa9-8d56-4499-827b-8d4e2d313fbc/download/" . . "2013-08-31 15:04:48.724000+00:00" . "2022-03-25 09:24:28.805556+00:00" . "text/plain" . . "hypothesis.txt" . "2013-08-31 15:04:48.724000+00:00" . . . . . "30787"^^ . "https://api.rohub.org/api/resources/ab98dfb6-be33-4c6d-bb69-1ecccdac03b8/download/" . . "2013-11-05 13:09:01.493000+00:00" . "2022-03-25 09:24:44.673277+00:00" . "This workflow lists all IDs and descriptions of the predefined concept set" . . "ListPredefinedConceptSets" . "2013-11-05 13:09:01.493000+00:00" . . . . . "41692"^^ . "https://api.rohub.org/api/resources/f0c4d8f6-4ef6-43bd-806f-f6ee04fe6cbf/download/" . . "2013-08-31 15:02:18.108000+00:00" . "2022-03-25 09:24:48.176013+00:00" . "This workflow suggests concept ids that match the query term. The user can run this workflow with any term of interest as for example \"human\", \"htt\", \"Transcription\" etc, and will get suggestions for concept ids together with descriptions. Then can choose the concept id that matches the best to her/his needs and use it to the rest of the CPA workflows" . . "Get concept suggestions from term" . "2013-08-31 15:02:18.108000+00:00" . . . . . "gene" . "3.399327605528577" . "9.1" . . "earth sciences" . "47.691405491207696" . "0.9814894795417786" . . "role" . "5.363204344874406" . "15.8" . . "missing link" . "4.514596062457569" . "13.3" . . "analyzation" . "1.4596062457569585" . "4.3" . . "life sciences" . "35.76177208527657" . "0.9203993678092957" . . "HD" . "4.632050803137841" . "12.4" . . "analysis of Ro" . "3.843514070006863" . "11.2" . . "Animal" . "Human interest/Animal" . . "system" . "3.6320434487440596" . "10.7" . . "deregulation" . "9.911744738628649" . "29.2" . . "Interpretation of the results from the analysis of RO: http://sandbox.rohub.org/rodl/ROs/HD_chromatin_analysis/. This RO is an extension of the HD chromatin analysis to interpret the results and reveal missing links that can according to literature explain HD gene deregulation" . "33.333333333333336" . "100.0" . . "Economic policy" . "Economy, business and finance/Economy/Economic policy" . . "HD" . "3.8696537678207736" . "11.4" . . "deregulation" . "3.598099117447386" . "10.6" . . "geochemistry" . "27.692441186701984" . "0.5699106454849243" . . "hard drive" . "4.107264086897488" . "12.1" . . "earth sciences" . "27.692441186701984" . "0.5699106454849243" . . "life sciences" . "35.87466373187602" . "0.9233048558235168" . . "epigenetic" . "1.357773251866938" . "4.0" . . "HD gene deregulation" . "11.358956760466711" . "33.1" . . "deregulation" . "11.31864026895779" . "30.3" . . "analysis" . "3.0257751214045574" . "8.1" . . "Genoa" . "25.476279417258127" . "68.2" . . "linguistics" . "100.0" . "7.7" . . "Economic policy" . "Economy, business and finance/Economy/Economic policy" . . "HD" . "8.06873365707882" . "21.6" . . "genes involved in HD gene deregulation have an epigenetic role" . "33.333333333333336" . "100.0" . . "deregulation" . "4.333208815838626" . "11.6" . . "http" . "2.0706042090970804" . "6.1" . . "gene" . "14.60590212924916" . "39.1" . . "gene deregulation" . "1.8188057652711047" . "5.3" . . "Ro" . "4.989816700610998" . "14.7" . . "chromatin analysis" . "0.857927247769389" . "2.5" . . "HD gene deregulation" . "25.806451612903224" . "75.2" . . "geology" . "24.616153322090323" . "0.5066006183624268" . . "earth sciences" . "24.616153322090323" . "0.5066006183624268" . . "Ro" . "5.790063503922301" . "15.5" . . "outcome" . "1.2219959266802443" . "3.6" . . "Language" . "Arts, culture and entertainment/Culture/Language" . . "Genes deregulated in HD, are participating in epigenetic processes" . "33.333333333333336" . "100.0" . . "HD chromatin analysis" . "14.13864104323953" . "41.2" . . "life sciences (general)" . "28.363564182847412" . "0.7299919724464417" . . "gene" . "13.06856754921928" . "38.5" . . "results from the analysis" . "1.3040494166094714" . "3.8" . . "deregulate in HD" . "16.197666437886067" . "47.2" . . "gene" . "2.919212491513917" . "8.6" . . "Eleni Mina" . . "service-account-generation-service" . . . "involve in HD gene deregulation" . . "HD" . . "participate in epigenetic processes" . . "genetics" . . "genes" . . "have an epigenetic role" . . . "Purpose of workflow: This workflow takes two concept ids as input and returns the top ranking \"B\" concepts according to Swanson's ABC model of discovery, where the relationships AB and BC are known and reported in the literature, and the implicit relationship AC is a putative new discovery. It might also be the case that AC is already known. In that case AC does not represent a new discovery but will still be returned (see workflow example values). The B concepts are returned sorted on the percentage of the contributions of the individual concepts to the coherence score (the average of the inner product scores of all possible concept pairs within the group)." . "Explain Scores" . . "testing" . "2.545824847250509" . "7.5" . . "HD" . "8.06873365707882" . "21.6" . . "life sciences (general)" . "35.87466373187602" . "0.9233048558235168" . . "hard drive" . "4.107264086897488" . "12.1" . . "http" . "2.0706042090970804" . "6.1" . . "analysis of Ro" . "3.843514070006863" . "11.2" . . "Ro" . "5.790063503922301" . "15.5" . . "Interpretation of the results from the analysis of RO: http://sandbox.rohub.org/rodl/ROs/HD_chromatin_analysis/. This RO is an extension of the HD chromatin analysis to interpret the results and reveal missing links that can according to literature explain HD gene deregulation" . "33.333333333333336" . "100.0" . . "genes involved in HD gene deregulation have an epigenetic role" . "33.333333333333336" . "100.0" . . "deregulation" . "4.333208815838626" . "11.6" . . "gene deregulation" . "1.8188057652711047" . "5.3" . . "gene" . "2.919212491513917" . "8.6" . . "Ro" . "4.989816700610998" . "14.7" . . "system" . "3.6320434487440596" . "10.7" . . "earth sciences" . "24.616153322090323" . "0.5066006183624268" . . "earth sciences" . "27.692441186701984" . "0.5699106454849243" . . "HD" . "4.632050803137841" . "12.4" . . "epigenetic" . "1.357773251866938" . "4.0" . . "geology" . "47.691405491207696" . "0.9814894795417786" . . "role" . "5.491221516623086" . "14.7" . . "results from the analysis" . "1.3040494166094714" . "3.8" . . "Economic policy" . "Economy, business and finance/Economy/Economic policy" . . "deregulate in HD" . "16.197666437886067" . "47.2" . . "life sciences (general)" . "28.363564182847412" . "0.7299919724464417" . . "gene" . "14.60590212924916" . "39.1" . . "deregulation" . "11.31864026895779" . "30.3" . . "life sciences (general)" . "35.76177208527657" . "0.9203993678092957" . . "epigenetic" . "1.5274949083503053" . "4.5" . . "geology" . "24.616153322090323" . "0.5066006183624268" . . "epigenetic process" . "17.84488675360329" . "52.0" . . "service-account-enrichment" . . . . . "http://sandbox.rohub.org/rodl/ROs/data_interpretation/" . "2014-02-11T16:00:29.893+01:00" . "https://www.google.com/accounts/o8/id?id=AItOawnOAeiyuU0cZ91YBD1EW7d43AlWw8xdALU" . . "81525"^^ . "https://api.rohub.org/api/ros/95a9036b-bee9-48fb-81eb-7e9a90014293/crate/download/" . . "2013-08-30 16:15:52.229000+00:00" . "2025-03-05 00:55:19.037479+00:00" . "2013-08-30 16:15:52.229000+00:00" . "This RO is an extension of the HD chromatin analysis to interpret the results and reveal missing links that can according to literature explain HD gene deregulation" . "application/ld+json" . . . . . "https://w3id.org/ro-id/95a9036b-bee9-48fb-81eb-7e9a90014293" . . "Interpretation of the results from the analysis of RO: http://sandbox.rohub.org/rodl/ROs/HD_chromatin_analysis/" . "https://w3id.org/ro-id/fa027cf1-adc0-4728-b7ff-e32e144b7729" . "https://w3id.org/ro-id/049c3132-1ee1-408a-a753-c66351b9e823" . "https://w3id.org/ro-id/10d69f16-88d4-4fef-b498-9ca9f03584d7" . "https://w3id.org/ro-id/12dafbe1-09f7-4107-8496-c513f6b97367" . "https://w3id.org/ro-id/2d7423e4-ac2b-4eb0-81d1-20c2dc99d330" . "https://w3id.org/ro-id/31088bb6-aac7-4307-9471-48da9891b2dc" . "https://w3id.org/ro-id/433dc648-a386-4922-917e-6ed05d3a97ff" . "https://w3id.org/ro-id/64a17901-a541-4910-bc00-f7bb220ea386" . "https://w3id.org/ro-id/8c0cc9ba-6303-4cc6-a2ce-78e26ae86db7" . "https://w3id.org/ro-id/b55d00c3-b2c0-438e-a616-8b64a1273ff7" . "https://w3id.org/ro-id/bcb1bb76-fd8e-48f2-b107-553a5dcf0c5f" . "https://w3id.org/ro-id/cb1fc5e8-971c-4f0e-bfb7-bc0095ca4e98" . "https://w3id.org/ro-id/cb39a646-e1d1-4303-a4b4-717b7c663702" . "https://w3id.org/ro-id/cfb98605-5a52-4da9-b744-e9a354a8fe8c" . "https://w3id.org/ro-id/d30fb3af-cba6-402e-9916-fab7a97104a8" . "https://w3id.org/ro-id/d91ab93e-d975-4f2c-ae27-06033ff01bf8" . "https://w3id.org/ro-id/e74a5f9a-7b3b-4a0a-9c2d-e3f7aac43fba" . "https://w3id.org/ro-id/eac3c9d6-6030-40e3-84f0-f55ff8e1c18c" . "https://w3id.org/ro-id/ef870edf-e68d-4428-8a47-640c9c1cb3c4" . "https://w3id.org/ro-id/f59dceab-2927-465f-979e-2d937576206c" . "https://w3id.org/ro-id/50ef50fa-5449-4de2-b41e-983587738d78" . "https://w3id.org/ro-id/5b1503b4-4a1f-4abc-a2e5-e7bc4401cd07" . "https://w3id.org/ro-id/722d8898-aedd-4f21-bdb8-db907db59e5b" . "https://w3id.org/ro-id/9317e0fa-ec42-4a64-81be-7968b0420d7d" . "https://w3id.org/ro-id/afb76586-4c0a-40e6-99e6-c99890200df0" . "https://w3id.org/ro-id/d182acc9-493a-4d75-9bd4-871e2555265e" . "https://w3id.org/ro-id/7ad072ed-d161-4575-99a5-664cb4eb1b27" . "https://w3id.org/ro-id/97e1df9f-7ef9-4834-bfbb-dc8843faedab" . "https://w3id.org/ro-id/99fe1429-cbac-4a80-ba71-23c0ce6664ee" . "https://w3id.org/ro-id/dd80c5f0-30e7-46fa-8ec1-57c9c4ab0a29" . "https://w3id.org/ro-id/0dd15a1b-c0aa-455b-aa18-53b45dc979b4" . "https://w3id.org/ro-id/19e9bb94-844f-4a46-b361-5cf4e39ff804" . "https://w3id.org/ro-id/2651bc82-85b6-4992-b676-891270ca6fe1" . "https://w3id.org/ro-id/5dba2b2f-00f4-4162-9e62-2aa459ba88ea" . "https://w3id.org/ro-id/74c8f2b9-8571-4629-8e0e-82a4b59670be" . "https://w3id.org/ro-id/8611953b-d788-4e73-a8fb-bf132828997e" . "https://w3id.org/ro-id/8941cdba-2596-4fcc-b71a-514afaf40ebc" . "https://w3id.org/ro-id/9ba625ba-e500-4195-815b-54af2656d720" . "https://w3id.org/ro-id/abfdf7b4-b6dc-42ed-a544-c148ea552e3e" . "https://w3id.org/ro-id/b7572fc6-6c64-4e00-a8d4-0f522fc90b1e" . "https://w3id.org/ro-id/c283c1ef-c3f8-4703-a661-695109f19f88" . "https://w3id.org/ro-id/c2c10aca-8a73-442c-af9b-441ba68c1098" . "https://w3id.org/ro-id/dc837b23-a71d-4bd2-b2b4-080528e49fa9" . "https://w3id.org/ro-id/0ef41513-eaa9-4e76-994a-e90587f4069e" . "https://w3id.org/ro-id/80f188fc-a15a-40e1-9843-303b0be67656" . "https://w3id.org/ro-id/8978ed0f-74e3-4ca4-bea3-c366b5ac4a27" . "https://w3id.org/ro-id/b8bcb4cf-ba2b-438b-a8e3-d9e460152a09" . "https://w3id.org/ro-id/cb11d942-fce9-459d-bfe2-4a4ed9d1fe1d" . "https://w3id.org/ro-id/e24af000-2fbd-4820-bf60-bd01890f4b89" . "https://w3id.org/ro-id/15ba1d7a-c420-4e56-870a-99df018d8907" . "https://w3id.org/ro-id/2b8c0d56-d5b4-4689-a663-1752b449dc0a" . "https://w3id.org/ro-id/78cd33c6-3425-4ecf-a833-00cf96855d21" . "https://w3id.org/ro-id/7f465c71-cf0c-4f7d-8406-3eaef5ad7c0b" . "https://w3id.org/ro-id/93f1ab58-022a-4598-97f7-7807f93f2aa1" . "https://w3id.org/ro-id/9d438ec7-40ed-4892-a79f-86270050c4f8" . "https://w3id.org/ro-id/a852c4bf-efeb-436b-951e-b4dc59e1e4b7" . "https://w3id.org/ro-id/aa30e810-a7cf-4844-9c02-c5f2cb97b671" . "https://w3id.org/ro-id/af8a543b-f09a-4484-9a01-66fdcadbd631" . "https://w3id.org/ro-id/d6a3e45a-7fea-4bce-89ce-e0c2574d972f" . "https://w3id.org/ro-id/e907a28b-718c-45b7-9531-0e556e167c0c" . "https://w3id.org/ro-id/f8fb6331-272a-4818-ad9a-1fa334ce7606" . "https://w3id.org/ro-id/1b53e2a7-75e0-4b9a-97e0-c61af6f89d96" . "https://w3id.org/ro-id/1da386ca-5f4b-4458-9db0-2dfb98944d22" . "https://w3id.org/ro-id/fa01854e-8511-436f-9f73-5e8db98dec87" . "Eleni Mina. \"Interpretation of the results from the analysis of RO: http://sandbox.rohub.org/rodl/ROs/HD_chromatin_analysis/.\" ROHub. Aug 30 ,2013. https://w3id.org/ro-id/95a9036b-bee9-48fb-81eb-7e9a90014293." . . . . . . . "data_interpretation" . . . . . "67"^^ . "https://api.rohub.org/api/resources/207ea21e-4180-4f98-a6e9-9906672c0f49/download/" . . "2013-08-31 15:11:30.970000+00:00" . "2022-03-25 09:26:52.370638+00:00" . "text/plain" . . "conclusions.txt" . "2013-08-31 15:11:30.970000+00:00" . . . . . "30787"^^ . "https://api.rohub.org/api/resources/2328b548-0032-4dfb-97dd-2892668282c5/download/" . . "2013-11-05 13:09:01.493000+00:00" . "2022-03-25 09:27:02.866468+00:00" . "This workflow lists all IDs and descriptions of the predefined concept set" . . "ListPredefinedConceptSets" . "2013-11-05 13:09:01.493000+00:00" . . . . . "41692"^^ . "https://api.rohub.org/api/resources/574c5f85-a2ea-484f-92e6-f11fe184661d/download/" . . "2013-08-31 15:02:18.108000+00:00" . "2022-03-25 09:27:05.517990+00:00" . "This workflow suggests concept ids that match the query term. The user can run this workflow with any term of interest as for example \"human\", \"htt\", \"Transcription\" etc, and will get suggestions for concept ids together with descriptions. Then can choose the concept id that matches the best to her/his needs and use it to the rest of the CPA workflows" . . "Get concept suggestions from term" . "2013-08-31 15:02:18.108000+00:00" . . . . . "203555"^^ . "https://api.rohub.org/api/resources/71f79523-cf5b-48fb-b7b9-92ec04636326/download/" . . "2013-11-05 13:07:17.887000+00:00" . "2022-03-25 09:27:03.799736+00:00" . "This workflow annotates a comma separated gene list with a predefined concept set as for example Biological processes or Disease/syndrome. To obtain the particular id for each concept set (e.g. \"5\" for Biological processes), the workflow listPredefinedConceptSets needs to run first. The workflow is using the anni web services" . . "Annotate a gene list with Biological processes" . "2013-11-05 13:07:17.887000+00:00" . . . . . "39476"^^ . "https://api.rohub.org/api/resources/a220e0d8-7cdd-40ba-a8a5-6b264086dde3/download/" . . "2013-08-31 15:37:06.058000+00:00" . "2022-03-25 09:26:58.184590+00:00" . "Sketch of the workflows and their explanation, for data interpretation, plus the connection to the output from the RO for chromatin analysis" . "image/png" . . "workflow sketch data interpretation" . "2013-08-31 15:37:06.058000+00:00" . . . . . "188023"^^ . "https://api.rohub.org/api/resources/a8461986-76a4-49b2-8153-4c899df13854/download/" . . "2013-11-05 13:07:43.493000+00:00" . "2022-03-25 09:27:04.663380+00:00" . "This workflow can prioritize genes that are related to a specific concept, e.g. HTT. In order to obtain the concept id of the term that is going to be matched against the gene list, the workflow Get concept suggestions from term, needs to run first. matchConceptProfileList: the gene list we want to match (order) against a particular concept queryConceptProfileList: the concept (or gene list) we want to match the query against" . . "Prioritize gene list related to a concept /list of concepts" . "2013-11-05 13:07:43.493000+00:00" . . . . . "63"^^ . "https://api.rohub.org/api/resources/e60c67e6-6657-4ddf-99ed-b47687ce684c/download/" . . "2013-08-31 15:04:48.724000+00:00" . "2022-03-25 09:26:50.571966+00:00" . "text/plain" . . "hypothesis.txt" . "2013-08-31 15:04:48.724000+00:00" . . . . . "Language" . "Arts, culture and entertainment/Culture/Language" . . "Animal" . "Human interest/Animal" . . "analysis" . "3.0257751214045574" . "8.1" . . "have an epigenetic role" . "0.06863417982155112" . "0.2" . . "participate in epigenetic process" . "0.20590253946465337" . "0.6" . . "chromatin analysis" . "0.857927247769389" . "2.5" . . "HD" . "3.9596563317146063" . "10.6" . . "HD gene deregulation" . "11.358956760466711" . "33.1" . . "geochemistry" . "27.692441186701984" . "0.5699106454849243" . . "HD" . "3.8696537678207736" . "11.4" . . "chromatin" . "4.59469555472544" . "12.3" . . "life sciences" . "35.87466373187602" . "0.9233048558235168" . . "missing link" . "4.514596062457569" . "13.3" . . "Genoa" . "25.476279417258127" . "68.2" . . "missing link" . "5.304445274561076" . "14.2" . . "life sciences" . "35.76177208527657" . "0.9203993678092957" . . "Genoa" . "20.570264765784113" . "60.6" . . "gene" . "13.06856754921928" . "38.5" . . "analyzation" . "1.4596062457569585" . "4.3" . . "earth sciences" . "47.691405491207696" . "0.9814894795417786" . . "chromatin" . "4.039375424304141" . "11.9" . . "epigenetic role" . "6.554564172958133" . "19.1" . . "deregulation" . "3.598099117447386" . "10.6" . . "gene" . "3.399327605528577" . "9.1" . . "Economic policy" . "Economy, business and finance/Economy/Economic policy" . . "life sciences" . "28.363564182847412" . "0.7299919724464417" . . "role" . "5.363204344874406" . "15.8" . . "HD gene deregulation" . "25.806451612903224" . "75.2" . . "outcome" . "1.2219959266802443" . "3.6" . . "deregulation" . "9.911744738628649" . "29.2" . . "HD" . "8.146639511201629" . "24.0" . . "HD chromatin analysis" . "14.13864104323953" . "41.2" . . "Genes deregulated in HD, are participating in epigenetic processes" . "33.333333333333336" . "100.0" . . "linguistics" . "100.0" . "7.7" . . "Eleni Mina" . . "service-account-generation-service" . . . "gene deregulation" . . "Huntington's disease gene deregulation" . . "HepG Permuted HNF" . . "channel subunit" . . "cell change" . . "mRNAs encod ing proton channel subunit" . . "frontal cortex" . . "HD brain" . . "Johann Sebastian Bach" . . "aberrantprotein protein interaction" . . "United States of America" . . "New Hampshire" . . "unfolded protein response protein" . . "anatomy" . . "enrichment" . . "HD" . . "enhancers" . . "activity" . . "genetics" . . "caudate nucleus" . . "a number of mRNA" . . "mRNA change" . . "HepG HUVECHSMMNHLFNHEKHMEC" . . "chromatin" . . "genes" . . "motif" . . "cell type" . . "BA" . . "changes" . . "cell" . . "clusters" . . "state" . . "islands" . . "kB" . . "s disease brain" . . "disease" . . "mRNA" . . "disease" . "2.4802890932982917" . "15.1" . . "cortices" . "1.7575558475689883" . "10.7" . . "epigenetic phenomena" . "2.56078634247284" . "9.9" . . "epigenetic dataset" . "1.0346611484738748" . "4.0" . . "Genetics" . "Science and technology/Natural science/Biology/Genetics" . . "genetics" . "19.45945945945946" . "43.2" . . "caudate nucleus" . "1.3961892247043366" . "8.5" . . "Economic policy" . "Economy, business and finance/Economy/Economic policy" . . "Overall, the regional changes in gene expression areconsistent with the neuropathology in early grade HD, withcaudate being the most affected area, the cerebellum andBA cortex being relatively spared and the BA cortexshowing an intermediate pathology." . "2.9443254817987152" . "11.0" . . "Nova Scotia" . "https://www.wikidata.org/wiki/Q1952" . . "Ro" . "1.9077901430842608" . "7.2" . . "cerebellum" . "1.5768725361366625" . "9.6" . . "sample" . "1.806833114323259" . "11.0" . . "experiment document" . "2.56078634247284" . "9.9" . . "workflow" . "2.3582405935347115" . "8.9" . . 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"https://w3id.org/ro-id/b2317ef5-8d59-4cc9-b759-7049d78f005c" . "https://w3id.org/ro-id/deaa4d84-c24c-45bd-bace-9cef3a3b5982" . "https://w3id.org/ro-id/ed7e4d46-6339-450c-8f6d-67151a0f134f" . "https://w3id.org/ro-id/fbbf7ae1-0b78-42c0-b76a-4ceea3eb583b" . "https://w3id.org/ro-id/fce32c15-bb79-4be6-8d76-c2e06e7390a8" . "Eleni Mina. \"Analyzing gene derulation in Huntington's disease with respect to epigenetic information.\" ROHub. Aug 30 ,2013. https://w3id.org/ro-id/9c56e407-c5bc-45bd-8636-2f1066e10e75." . . . "workflows" . . . . . "91"^^ . "https://api.rohub.org/api/resources/30874a46-cbfd-424f-aef2-1a674f1d09f9/download/" . . "2013-08-30 16:20:26.198000+00:00" . "2022-03-25 09:30:52.544644+00:00" . "text/plain" . . "conclusions.txt" . "2013-08-30 16:20:26.198000+00:00" . . . . . "2454579"^^ . "https://api.rohub.org/api/resources/330e91b4-3166-4525-af4f-565788e021f9/download/" . . "2013-08-30 16:07:34.922000+00:00" . "2022-03-25 09:30:50.687347+00:00" . "application/pdf" . . 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"https://api.rohub.org/api/resources/5163b815-f8ed-4104-9129-eb6f35f3b06b/download/" . . "2013-08-30 16:11:15.136000+00:00" . "2022-03-25 09:30:53.428293+00:00" . "text/plain" . . "broad_hmm_2_Weak_Promoter.txt" . "2013-08-30 16:11:15.136000+00:00" . . . . . "1757813"^^ . "https://api.rohub.org/api/resources/5fbd6444-8406-4049-a538-771661a2813c/download/" . . "2013-08-30 16:08:28.464000+00:00" . "2022-03-25 09:30:54.273817+00:00" . "text/plain" . . "cpg_islands_info.txt" . "2013-08-30 16:08:28.464000+00:00" . . . . . "7531408"^^ . "https://api.rohub.org/api/resources/603a6e96-5e2e-4717-8e74-1d07bd0ebd8f/download/" . . "2013-08-30 16:11:42.316000+00:00" . "2022-03-25 09:30:55.352980+00:00" . "text/plain" . . "broad_hmm_13_Heterochrom_lo.txt" . "2013-08-30 16:11:42.316000+00:00" . . . . . "359786"^^ . "https://api.rohub.org/api/resources/7c5c11ad-cb92-4ee7-9eca-a847c171851f/download/" . . "2013-08-30 16:07:50.243000+00:00" . "2022-03-25 09:30:51.608799+00:00" . "application/pdf" . . "Hodges06_human_brain_Affy.pdf" . "2013-08-30 16:07:50.243000+00:00" . . . . . "704821"^^ . "https://api.rohub.org/api/resources/7ffe1b97-93ae-49b2-b896-0d0a1017aa44/download/" . . "2013-08-30 16:07:18.371000+00:00" . "2022-03-25 09:30:57.066677+00:00" . "application/pdf" . . "chr_state_dynamics_in_nine_human_cell_types_nature.pdf" . "2013-08-30 16:07:18.371000+00:00" . . . . . "346969"^^ . "https://api.rohub.org/api/resources/bf20597c-67c7-4ced-a5dd-7e4dfddcfaf2/download/" . . "2013-08-30 16:11:28.501000+00:00" . "2022-03-25 09:31:00.106383+00:00" . "text/plain" . . "broad_hmm_3_Poised_Promoter.txt" . "2013-08-30 16:11:28.501000+00:00" . . . . . "558"^^ . "https://api.rohub.org/api/resources/c9055895-3de8-4f49-baaf-dc0a223f19fe/download/" . . "2013-09-02 13:04:40.908000+00:00" . "2022-03-25 09:30:49.103437+00:00" . "text/plain" . . "dummy_results.txt" . "2013-09-02 13:04:40.908000+00:00" . . . . . "environmental science and management" . "27.1468510170759" . "0.9966416358947754" . . 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"4.7" . . "Huntington" . "https://www.wikidata.org/wiki/Q241808" . . "Genetics" . "Science and technology/Natural science/Biology/Genetics" . . "exon" . "1.1658717541070485" . "4.4" . . "gene expression" . "3.6565977742448332" . "13.8" . . "dataset" . "1.3469119579500657" . "8.2" . . "anatomy" . "22.972972972972972" . "51.0" . . "information" . "3.3672798948751645" . "20.5" . . "Economic policy" . "Economy, business and finance/Economy/Economic policy" . . "HD Ba withGrades pathology" . "0.6983962752198655" . "2.7" . . "gene expression profile" . "3.4919813760993272" . "13.5" . . "Ed Globin Globin" . "1.192368839427663" . "4.5" . . "Bird Island" . "1.494743758212878" . "9.1" . . "Bird Island" . "https://www.wikidata.org/wiki/Q28689" . . "Seattle" . "https://www.wikidata.org/wiki/Q5083" . . "number" . "1.5111695137976346" . "9.2" . . "Philosophy" . "Science and technology/Social sciences/Philosophy" . . "Australia" . "https://www.wikidata.org/wiki/Q408" . . "Huntington's disease" . "10.446780551905388" . "63.6" . . "Mental and behavioural disorder" . "Health/Diseases and conditions/Mental and behavioural disorder" . . "gene expression" . "2.7266754270696456" . "16.6" . . "dinucleotide CpG" . "0.8277289187790998" . "3.2" . . "Introduction within a gene was put forward by McClelland & In vertebrate DNA, the dinucleotide CpG occurs Ivarie ( ), who analysed a composite DNA \nat only . to . of the frequency expected from sequence derived from a number of mammalian the base composition (Josse et al., ; Swartz et genes." . "1.0438972162740898" . "3.9" . . "Genetics" . "Science and technology/Natural science/Biology/Genetics" . . "alteration" . "3.6830948595654482" . "13.9" . . "data" . "5.140434552199258" . "19.4" . . "This RO is comprised by all workflows used for the integration and the analysis of Huntington's Disease (HD) gene expression data and epigenetic datasets in order to establish links between HD and epigenetic regulation in disease." . "14.346895074946467" . "53.6" . . "protein" . "1.7411300919842314" . "10.6" . . "United Kingdom" . "https://www.wikidata.org/wiki/Q145" . . "life sciences (general)" . "94.53944736186025" . "3.603769540786743" . . "Santa Monica" . "https://www.wikidata.org/wiki/Q47164" . . "gene" . "17.938526762056174" . "67.7" . . "United States of America" . "https://www.wikidata.org/wiki/Q30" . . "CpG" . "2.7027027027027026" . "10.2" . . "analysis of Huntington's Disease" . "6.130367304707708" . "23.7" . . "Auckland" . "https://www.wikidata.org/wiki/Q37100" . . "Epigenetic phenomena are implicated in Huntington's disease gene deregulation" . "26.766595289079227" . "100.0" . . "Analyzing gene derulation in Huntington's disease with respect to epigenetic information." . "9.930406852248394" . "37.1" . . "cortex" . "1.9342872284048755" . "7.3" . . "grades HD case" . "1.9917227108122089" . "7.7" . . "Eleni Mina" . . "Eleni Mina" . . "service-account-generation-service" . . "Sergio Ferraresi" . . . "television" . . "EVER-EST" . . "Everest" . . "EVER-EST Images" . "100.0" . "100.0" . . "all" . "3.027245206861756" . "3.0" . . "image" . "40.46417759838547" . "40.1" . . "geosciences" . "100.0" . "0.4913051426410675" . . "meteorology and climatology" . "100.0" . "0.4913051426410675" . . "Language" . "Arts, culture and entertainment/Culture/Language" . . "earth sciences" . "100.0" . "0.9967114925384521" . . "image" . "39.5010395010395" . "38.0" . . "Everest" . "https://www.wikidata.org/wiki/Q513" . . "service-account-enrichment" . . . . "http://ever-est.eu/value#/everestimages" . "http://ever-est.eu/value#63286408-d88a-4f29-a88b-aa0a7b344b2d" . "http://ever-est.eu/value#ros" . . "false" . "http://sandbox.rohub.org/rodl/ROs/everestimages/" . "2017-10-05T09:46:36.551+02:00" . "http://everest.psnc.pl/users/ferraresi_cnr" . . "10433"^^ . "https://api.rohub.org/api/ros/7497ed54-bbce-4835-9585-f0cdccb484fa/crate/download/" . . "2017-10-05 07:46:36.551000+00:00" . "2025-03-05 00:51:38.564083+00:00" . "2017-10-05 07:46:36.551000+00:00" . "This RO contains all the images that can be inspected on EVER-EST." . "application/ld+json" . . . . . . . . . . . "https://w3id.org/ro-id/7497ed54-bbce-4835-9585-f0cdccb484fa" . . "EVER-EST Images" . "CNR" . "https://w3id.org/ro-id/6ab6d94a-4dfd-4b76-a00d-9434d691d2c1" . "https://w3id.org/ro-id/11fa1efd-da1c-4b16-b8ec-0bc70af224e9" . "https://w3id.org/ro-id/266e47a2-d852-4691-9ad3-2ccd22f34ba0" . "https://w3id.org/ro-id/99f7f695-c28a-4f2a-847f-4e50c63f0fb1" . "https://w3id.org/ro-id/9f9d9486-2153-4d69-9ffb-956fdf5c1ef2" . "https://w3id.org/ro-id/55727e48-efad-46fa-aae4-e6f11f951976" . "https://w3id.org/ro-id/97084741-5909-44ec-ab8a-2b4c75b39194" . "https://w3id.org/ro-id/51b4d075-f645-468d-b61f-774b31447499" . "https://w3id.org/ro-id/df79fb1a-3633-4d28-8e16-d8da8555fb10" . "https://w3id.org/ro-id/62f2401e-d6fe-45c4-8426-45824ba1b285" . "https://w3id.org/ro-id/93b38bf2-193e-4ce4-b342-27a790480888" . "https://w3id.org/ro-id/cdcb9cac-be95-4745-954b-7d6e79e64837" . "https://w3id.org/ro-id/39191cb7-160c-472a-aacb-50af49fecaf3" . "https://w3id.org/ro-id/457e85f0-35b3-446f-8c9e-f2a70997e666" . "https://w3id.org/ro-id/0121a4da-5022-4bd7-818c-55abd0e988ea" . "https://w3id.org/ro-id/af5d83e1-d3fc-4cb8-938b-bb54ea64ea67" . "https://w3id.org/ro-id/c646080e-56aa-430b-97f4-20a41c8e205f" . "http://w3id.org/ro/earth-science#DataResearchObject" . "Sergio Ferraresi. \"EVER-EST Images.\" ROHub. Oct 05 ,2017. https://w3id.org/ro-id/7497ed54-bbce-4835-9585-f0cdccb484fa." . . . . . "http://box.everest.psnc.pl/f/9a7bec3243/" . . "2022-03-25 15:18:15.608772+00:00" . "2022-03-25 15:18:20.912683+00:00" . . "test_NHP_4326 (1).png" . "2022-03-25 15:18:15.608772+00:00" . . . . "http://box.everest.psnc.pl/f/70ea8c2a57/" . . "2022-03-25 15:18:15.609221+00:00" . "2022-03-25 15:18:20.545770+00:00" . . "PosidoniaDistribution_1986.sbn" . "2022-03-25 15:18:15.609221+00:00" . . . . "http://box.everest.psnc.pl/f/3cfc1c11f5/" . . "2022-03-25 15:18:15.606278+00:00" . "2022-03-25 15:18:18.544449+00:00" . . "PosidoniaDistribution_1986.shp.xml" . "2022-03-25 15:18:15.606278+00:00" . . . . "http://box.everest.psnc.pl/f/646bbce81d/" . . "2022-03-25 15:18:15.607933+00:00" . "2022-03-25 15:18:20.048704+00:00" . . "PosidoniaDistribution_1986.dbf" . "2022-03-25 15:18:15.607933+00:00" . . . . "http://box.everest.psnc.pl/f/64103567e4/" . . "2022-03-25 15:18:15.607520+00:00" . "2022-03-25 15:18:18.353022+00:00" . . "PosidoniaDistribution_1986.prj" . "2022-03-25 15:18:15.607520+00:00" . . . . "http://box.everest.psnc.pl/f/b44a8f1c96/" . . "2022-03-25 15:18:15.608373+00:00" . "2022-03-25 15:18:20.219773+00:00" . . "PosidoniaDistribution_1986.shp" . "2022-03-25 15:18:15.608373+00:00" . . . . "http://box.everest.psnc.pl/f/bbd1f24e31/" . . "2022-03-25 15:18:15.611143+00:00" . "2022-03-25 15:18:19.913078+00:00" . . "test_NHP_4326.png.aux (1).xml" . "2022-03-25 15:18:15.611143+00:00" . . . . "http://box.everest.psnc.pl/f/82666e68f5/" . . "2022-03-25 15:18:15.611556+00:00" . "2022-03-25 15:18:20.739233+00:00" . . "PosidoniaDistribution_1986.shx" . "2022-03-25 15:18:15.611556+00:00" . . . . "http://box.everest.psnc.pl/f/33e283dff2/" . . "2022-03-25 15:18:15.607098+00:00" . "2022-03-25 15:18:19.628061+00:00" . . "PosidoniaDistribution_1986.sbx" . "2022-03-25 15:18:15.607098+00:00" . . . . "http://box.everest.psnc.pl/f/a79f0b4a90/" . . "2022-03-25 15:18:15.609618+00:00" . "2022-03-25 15:18:17.842227+00:00" . . "test_NHP_4326 (1).pngw" . "2022-03-25 15:18:15.609618+00:00" . . . . . "Everest" . "21.82952182952183" . "21.0" . . "geology" . "100.0" . "0.9967114925384521" . . "Everest" . "20.787083753784056" . "20.6" . . "Ro" . "35.72149344096872" . "35.4" . . "This RO contains all the images that can be inspected on EVER-EST." . "99.19919919919921" . "99.1" . . "EVER-EST Images." . "0.8008008008008008" . "0.8" . . "Ro" . "38.66943866943868" . "37.2" . . "Mountains" . "Environment/Natural resources/Land resources/Mountains" . . "service-account-generation-service" . . . "everest_user_first_name everest_user_last_name" . . . "title example description" . . "example title example description" . . "example" . . "title" . "29.458917835671343" . "29.4" . . "description" . "36.07214428857716" . "36.0" . . "title" . "28.256513026052104" . "28.2" . . "example" . "37.97595190380762" . "37.9" . . "mathematical and computer sciences" . "100.0" . "0.1799565553665161" . . "description" . "33.76753507014028" . "33.7" . . "geology" . "100.0" . "0.9588309526443481" . . "example title." . "47.447447447447445" . "47.4" . . "earth sciences" . "100.0" . "0.9588309526443481" . . "example title" . "42.24224224224224" . "42.2" . . "computer operations and hardware" . "100.0" . "0.1799565553665161" . . "example description" . "57.75775775775775" . "57.7" . . "service-account-enrichment" . . . . "10.5072/ro-id.6DM3TTBSVG" . . "false" . "http://sandbox.rohub.org/rodl/ROs/sourceRO-854/" . "2017-09-05T14:00:30.090+02:00" . "http://everest.psnc.pl/users/everest_user" . . "13428"^^ . "https://api.rohub.org/api/ros/e22eede0-22d5-41fa-bae5-4a64216d499b/crate/download/" . . "2017-09-05 12:00:30.090000+00:00" . "2025-03-05 00:50:41.693011+00:00" . "2017-09-05 12:00:30.090000+00:00" . "example description" . "application/ld+json" . "https://w3id.org/ro-id/e22eede0-22d5-41fa-bae5-4a64216d499b" . . "example title" . "https://w3id.org/ro-id/37d120b5-28bf-4358-8a17-b9aee400d4f4" . "https://w3id.org/ro-id/4ae88306-bcc9-408f-8944-38d753c09159" . "https://w3id.org/ro-id/584542b4-4ad6-4d21-ab39-bc9b211c49ab" . "https://w3id.org/ro-id/713480ae-3d68-4d02-810a-0d2bd5adcc19" . "https://w3id.org/ro-id/a4eed1b8-5e50-4f74-b5cd-fede4f7837f6" . "https://w3id.org/ro-id/24f47320-0e7d-4d1c-bd59-14634aa5dd7e" . "https://w3id.org/ro-id/2d1750b0-eb4c-4e1e-9307-82bf9f4add54" . "https://w3id.org/ro-id/fd2d2f8d-13f6-40f2-8582-8d95e5ea62bd" . "https://w3id.org/ro-id/4ce8a6f8-7c7a-41f2-aedf-206fc0541616" . "https://w3id.org/ro-id/afd67c27-b426-45a2-a67c-4edc0a2c4eea" . "https://w3id.org/ro-id/aede1055-f043-4b1a-b51e-426cfc0ff4cc" . "https://w3id.org/ro-id/d61ed451-4d4a-42ae-9348-9a21e05b0d30" . "https://w3id.org/ro-id/952a114e-c6b6-44d9-a4e2-eb628b40c0a1" . "https://w3id.org/ro-id/e4770967-ffb0-430d-811f-f26695c82d64" . "everest_user_first_name everest_user_last_name. \"example title.\" ROHub. Sep 05 ,2017. https://doi.org/10.5072/ro-id.6DM3TTBSVG." . . . . . "example description" . "52.55255255255255" . "52.5" . . "example" . "34.46893787575151" . "34.4" . . "service-account-generation-service" . . "Jose Manuel Gomez Perez" . . . . "CWU GKNA" . . "PBO velocity field file format" . . "time series analysis" . . "mathematics" . . "entries PbO" . . "PBO GKNA PBO GKI G" . . "Velocity" . . "PBO" . . "PBO GKNA CWU TSKF" . . "Central Washington University" . . "North America" . . "Tom Herring" . . "analysis" . . "estimates" . . "reference frame" . . "files" . . "site" . . "mm" . . "yr" . . "T. A." . . "velocity solution" . . "Treaty" . "Politics/International relations/Diplomacy/Treaty" . . "statistics" . "10.103244837758112" . "13.7" . . "mathematics" . "16.44542772861357" . "22.3" . . "North America" . "https://www.wikidata.org/wiki/Q49" . . "U.S. Geological Survey" . "https://www.wikidata.org/wiki/Q193755" . . "standard deviation" . "2.9870129870129865" . "9.2" . . "time series" . "2.207792207792208" . "6.8" . . "North America" . "https://www.wikidata.org/wiki/Q49" . . "computer science" . "8.185840707964601" . "11.1" . . "database" . "2.359882005899705" . "3.2" . . "aircraft communications and navigation" . "15.692410630511509" . "0.23452769219875336" . . "Massachusetts Institute of Technology" . "https://www.wikidata.org/wiki/Q49108" . . "of the Aug-23-2011" . . "Cwu rms calculation CRMS root mean square" . "2.664576802507837" . "3.4" . . "Chur" . "https://www.wikidata.org/wiki/Q69007" . . "National Research Council Canada" . "https://www.wikidata.org/wiki/Q1437507" . . "time series" . "3.4740259740259742" . "10.7" . . "geophysics" . "43.04185052089376" . "0.643273115158081" . . "Non-Aligned Movement" . "https://www.wikidata.org/wiki/Q83201" . . "gage GPS Data analysis plan" . "1.8808777429467083" . "2.4" . . "geology" . "27.293525495972574" . "0.6552424430847168" . . "statistics" . "6.342182890855457" . "8.6" . . "discontinuity" . "3.524804177545692" . "5.4" . . "rms calculation NRMS root mean square" . "1.9592476489028212" . "2.5" . . "Non-Aligned Movement" . "https://www.wikidata.org/wiki/Q83201" . . "University" . "Education/School/Higher education/University" . . "gage" . "4.569190600522194" . "7.0" . . "The NMT RMS files also contain information on the elevation angle dependence for the phase residuals." . "3.445149592021759" . "3.8" . . "data" . "5.678851174934725" . "8.7" . . "noise" . "3.149350649350649" . "9.7" . . "statistics" . "2.272727272727273" . "7.0" . . "Alberta" . "https://www.wikidata.org/wiki/Q1951" . . "engineering" . "41.26573884859473" . "0.6167286038398743" . . "global positioning system" . "3.0194805194805197" . "9.3" . . "earth sciences" . "31.456986173340194" . "0.755195677280426" . . "Jet Propulsion Laboratory" . "https://www.wikidata.org/wiki/Q189325" . . "aeronautics" . "15.692410630511509" . "0.23452769219875336" . . "PBO velocity field file format" . "5.407523510971786" . "6.9" . . "The GAGE GPS Analysis Centers process data from more than 2,000 GPS stations." . "34.2701722574796" . "37.8" . . "information" . "2.5324675324675323" . "7.8" . . "edits.eq list" . "2.115987460815047" . "2.7" . . "gage reference frame" . "2.3510971786833856" . "3.0" . . "NASA Global Geodetic Network" . "7.68025078369906" . "9.8" . . "file format" . "2.5" . "7.7" . . "earth sciences" . "41.24948833068723" . "0.9902867078781128" . . "Also processed are stations from the Southern California Integrated GPS Network (SCIGN), the NASA Global Geodetic Network (GGN), the International GNSS Service (IGS) network, the Rio Grande Rift network, the GPS Array for Mid America (GAMA), the Basin and Range Geodetic Network (BARGEN), the Idaho National Laboratory (INL) network, the Pacific Northwest Geodetic Array (PANGA), the Western Canada Deformation Array, SuomiNet, GulfNet, and stations near the epicenter of the 23 August 2011 M5.8 Mineral, VA earthquake." . "15.412511332728922" . "17.0" . . "time series" . "4.765013054830288" . "7.3" . . "National Aeronautics and Space Administration" . "4.308093994778068" . "6.6" . . "New Mexico" . "https://www.wikidata.org/wiki/Q1522" . . "Virginia" . "https://www.wikidata.org/wiki/Q1370" . . "The AC solutions are delivered in SINEX format for the geodetic parameter estimates and tabular files containing information about the root mean square (RMS) scatter and number of phase residuals by site for each day." . "4.0797824116047146" . "4.5" . . "Data from GPS stations not archived by UNAVCO are obtained from the NOAA National Geodetic Survey (NGS) Continuously Operating Reference Station (CORS) data center, the NASA Crustal Dynamics Data Information System (CDDIS), the U.S. Geological Survey, the Scripps Orbit and Permanent Array Center (SOPAC), and the International GNSS Service (IGS)" . "22.665457842248415" . "25.0" . . "velocity" . "4.503916449086162" . "6.9" . . "field" . "2.6298701298701297" . "8.1" . . "Ulm" . "https://www.wikidata.org/wiki/Q3012" . . "chemistry" . "16.371681415929203" . "22.2" . . "The final entries PBO and PBO are the earlier and PBO full solution generated in November and . is the number of common sites in the solutions." . "2.2665457842248413" . "2.5" . . "University" . "Education/School/Higher education/University" . . "netsel.use list" . "2.664576802507837" . "3.4" . . "Idaho National Laboratory" . "8.072100313479623" . "10.3" . . "National Aeronautics and Space Administration" . "https://www.wikidata.org/wiki/Q23548" . . "list" . "2.272727272727273" . "7.0" . . "lead oxide" . "4.415584415584416" . "13.6" . . "Television" . "Arts, culture and entertainment/Mass media/Television" . . "atmospheric sciences" . "31.456986173340194" . "0.755195677280426" . . "service-account-enrichment" . . . . . "10.5072/ro-id.BXIILXKNNW" . . "https://www.unavco.org/data/web-services/documentation/gps-position-documentation.html" . "false" . "http://sandbox.rohub.org/rodl/ROs/UNAVCO_GPS_Timeseries/" . "2017-09-04T13:00:43.328+02:00" . "http://everest.psnc.pl/users/rapw3k" . . "1166166"^^ . "https://api.rohub.org/api/ros/915825ae-3308-4ea8-a241-84eb897ba6cb/crate/download/" . "http://connect.unavco.org/display/org253530" . . "2017-09-04 11:00:43.328000+00:00" . "2025-03-05 02:47:00.400590+00:00" . "2017-09-04 11:00:43.328000+00:00" . "The GAGE GPS Analysis Centers process data from more than 2,000 GPS stations. Most of these stations are operated by UNAVCO as part of the PBO, COCONet, TLALOCnet and smaller regional networks. Also processed are stations from the Southern California Integrated GPS Network (SCIGN), the NASA Global Geodetic Network (GGN), the International GNSS Service (IGS) network, the Rio Grande Rift network, the GPS Array for Mid America (GAMA), the Basin and Range Geodetic Network (BARGEN), the Idaho National Laboratory (INL) network, the Pacific Northwest Geodetic Array (PANGA), the Western Canada Deformation Array, SuomiNet, GulfNet, and stations near the epicenter of the 23 August 2011 M5.8 Mineral, VA earthquake. Data from GPS stations not archived by UNAVCO are obtained from the NOAA National Geodetic Survey (NGS) Continuously Operating Reference Station (CORS) data center, the NASA Crustal Dynamics Data Information System (CDDIS), the U.S. Geological Survey, the Scripps Orbit and Permanent Array Center (SOPAC), and the International GNSS Service (IGS)." . "application/ld+json" . . . . . . . . . "https://w3id.org/ro-id/915825ae-3308-4ea8-a241-84eb897ba6cb" . "GAGE, GPS stations, PBO, COCONet, TLALOCnet, time series data, web services" . . "UNAVCO GPS Timeseries" . "GPS time series data web service" . "https://w3id.org/ro-id/03d1f75f-8ef2-4b10-aee8-467a1c7223f9" . "https://w3id.org/ro-id/049b89f9-75d0-46fb-9d92-ac969a3422fd" . "https://w3id.org/ro-id/180e60c8-0222-4337-b2e5-4b1523b2a6cb" . "https://w3id.org/ro-id/1ac56bb5-fbdb-4ef2-b565-e35c0e2eb44e" . "https://w3id.org/ro-id/339e3383-5552-492f-ac37-949a5c94275e" . "https://w3id.org/ro-id/78bdf6f3-ab1d-47b4-ae5e-5c8323f029a4" . "https://w3id.org/ro-id/a7f61e73-c9a9-474b-bf9a-041e3b2903a6" . "https://w3id.org/ro-id/c342df37-5670-42ff-bc4c-1d6a7a78153f" . "https://w3id.org/ro-id/e18aceef-d2f3-427f-8f89-2eadd74a8023" . "https://w3id.org/ro-id/0a35b044-c2d2-4270-9713-3d7fce84078f" . "https://w3id.org/ro-id/23a262ac-3d04-4a0d-a3cb-880b580b1254" . "https://w3id.org/ro-id/29e64b18-a6b9-4b02-b235-7ea2475e480d" . "https://w3id.org/ro-id/2deed635-6102-423b-bc99-73a57ee91c8b" . "https://w3id.org/ro-id/36ce9b3e-40b6-47f5-9458-bcee6e612ec9" . "https://w3id.org/ro-id/4d61af72-c926-4226-b864-a0c10dedf441" . "https://w3id.org/ro-id/87ec072d-5ecc-42b3-9f2e-296c39a7161a" . "https://w3id.org/ro-id/b8eff768-7919-4fdf-92a6-dc0fee33c7b9" . "https://w3id.org/ro-id/d24f26d4-c47a-4809-ac37-c134bdc5d8e6" . "https://w3id.org/ro-id/09fcbe47-7904-42c7-8efa-54aa1b6326e4" . "https://w3id.org/ro-id/12fd199f-47e5-4463-8a82-85ce2bb17028" . "https://w3id.org/ro-id/29340698-beda-408b-9860-a8188705e976" . "https://w3id.org/ro-id/47fb0215-4787-491a-8cfb-2bd603212119" . "https://w3id.org/ro-id/631e4684-b937-4279-a904-35a4836b1514" . "https://w3id.org/ro-id/6e9b9c10-9de4-4a05-a0f6-9c58cf958721" . "https://w3id.org/ro-id/76f459b8-aced-4235-adc8-f91172122553" . "https://w3id.org/ro-id/0af6ab5f-6ef2-4efb-a14d-eb27ea8cfeac" . "https://w3id.org/ro-id/0f42312a-6368-4791-989b-205d703583a4" . "https://w3id.org/ro-id/2bf70eea-f035-4092-8b8f-77d79d0711b4" . "https://w3id.org/ro-id/4669d588-d419-4add-92da-bb046b6736b6" . "https://w3id.org/ro-id/47087ccd-12d0-4d44-b239-f990a6836b48" . "https://w3id.org/ro-id/4bcc53ff-17ba-4313-84c3-1b233800f036" . "https://w3id.org/ro-id/53c7d7ac-7015-4ac2-8589-9b594242b5b1" . "https://w3id.org/ro-id/56cfde4c-c1c5-4f81-acff-4e5c7f26308e" . "https://w3id.org/ro-id/75fd10a7-c74c-4ccf-ad35-f7c90f283255" . "https://w3id.org/ro-id/8b3fef85-2bf4-42c6-a434-51ced129f6bb" . "https://w3id.org/ro-id/8cf9bd09-7d41-46a5-8e2d-5d8be0591a6c" . "https://w3id.org/ro-id/9c2fbddf-97d3-4d5f-b6d1-a7755802a449" . "https://w3id.org/ro-id/a47741ad-8fe2-4504-9668-924332f62d0a" . "https://w3id.org/ro-id/c5cd75c2-4c0b-42de-bb45-c6e9d4f6d014" . "https://w3id.org/ro-id/c779fae3-d0aa-4e2a-bdea-426eca596387" . "https://w3id.org/ro-id/d83f1459-9c7f-4bf0-9605-3d4cada91bbb" . "https://w3id.org/ro-id/ddfff6bc-78a2-48c0-90f0-9d87095829dc" . "https://w3id.org/ro-id/de01ed72-a85a-4cd0-9193-ec24602764b0" . "https://w3id.org/ro-id/df98d397-9fe4-4bc5-af88-df22337874ea" . "https://w3id.org/ro-id/31d648f4-0cd3-4dc4-b37d-1e627118a062" . "https://w3id.org/ro-id/4bf5a89f-da25-403e-8d1c-4cb05350989a" . "https://w3id.org/ro-id/580e39f2-aa06-40d6-a952-dfeb779cd4c4" . "https://w3id.org/ro-id/908b4dc7-999d-41e3-83c0-7aadb02fb375" . "https://w3id.org/ro-id/92cfa0bb-ffbc-4867-b3e4-ccbf9e1ab938" . "https://w3id.org/ro-id/d755771a-67cc-49c4-aa12-38e4df1608f9" . "https://w3id.org/ro-id/00b62379-f511-4d17-a2ef-6c1185bd34ec" . "https://w3id.org/ro-id/36f62eee-f739-48d4-97fe-c4766ac7cfce" . "https://w3id.org/ro-id/7e61cbd8-2232-4ed8-a94b-e4dc20967bbe" . "https://w3id.org/ro-id/8d77c702-381c-460d-b0b2-6c43ef31d088" . "https://w3id.org/ro-id/aa1c97cd-b02b-4669-831c-c510b7c077b6" . "https://w3id.org/ro-id/cf766dc7-a556-4467-a638-f4d53572e0e0" . "https://w3id.org/ro-id/ed03d898-4b0a-49dc-afec-ef0841a13470" . "https://w3id.org/ro-id/f14acf63-1015-4bee-a304-099d549d8d7c" . "https://w3id.org/ro-id/f60c4c0b-6084-471e-b5f8-b517ce8ef9e9" . "https://w3id.org/ro-id/3556426c-f1a5-4b39-a7b8-95c128ee61b9" . "https://w3id.org/ro-id/3834f9a2-5d83-4595-a947-c63b251af976" . "https://w3id.org/ro-id/414e40df-b9ce-4bf4-8ac1-e53b8d50a2bd" . "https://w3id.org/ro-id/5f13240b-99c2-4131-8eeb-02d7e5c601fa" . "https://w3id.org/ro-id/617713da-ad18-4353-b589-fa814d36044d" . "https://w3id.org/ro-id/758c96f6-f235-4d7f-a8ed-6bde06b7fd99" . "https://w3id.org/ro-id/a2cb9c06-1f5e-4415-8c12-e553fb2633ad" . "https://w3id.org/ro-id/c5d2ade9-7c4c-48d3-911a-4bb45a731283" . "https://w3id.org/ro-id/cb84d03e-5f6f-453b-9e7c-376537d85189" . "https://w3id.org/ro-id/d3e44b93-7df1-4038-8ba3-687dce9cb8a9" . "https://w3id.org/ro-id/dd8527f5-f29d-48b6-a1a4-8364c16b37f0" . "https://w3id.org/ro-id/e662e580-e7ae-487c-9c57-c9a1426f03f3" . "https://w3id.org/ro-id/ebb88363-668b-43aa-9ee8-89936b706348" . "https://w3id.org/ro-id/edb33da9-abfb-4049-86dd-a70a7d1dc1b5" . "https://w3id.org/ro-id/f2655eef-a92d-4822-ac59-80bd4efbd1ac" . "https://w3id.org/ro-id/f3ae02b5-0fb3-4364-b463-5f48f74227e4" . "https://w3id.org/ro-id/f4e45a95-c129-4f46-93d6-7b1f4ccc15e4" . "https://w3id.org/ro-id/f564946c-25c2-4707-a061-418760edf804" . "https://w3id.org/ro-id/f7438e59-8528-4567-a46c-be3380e60aa1" . "https://w3id.org/ro-id/1d353fa7-92e6-439b-aefc-ed2df617245d" . "https://w3id.org/ro-id/2cc89bd3-d18c-462b-b366-4c31b89cc013" . "https://w3id.org/ro-id/4bbb2ffd-6f34-4b2c-88ef-6112afbd7ce8" . "https://w3id.org/ro-id/4e6a39fb-e16d-4ed2-884a-06b3adb51df3" . "https://w3id.org/ro-id/b24f8c4a-da1e-4736-84cb-46c8a935c251" . "https://w3id.org/ro-id/e9e215e7-aed8-436f-b841-c45f6ea78c5f" . "https://w3id.org/ro-id/28df96c2-bf59-4bfc-874c-38ec9b036cdc" . "https://w3id.org/ro-id/2e202849-1dd4-4fbc-8d05-6d3df19e46a5" . "https://w3id.org/ro-id/35fb9f22-aba3-480a-a984-fd7871fa4853" . "https://w3id.org/ro-id/4e8103ee-79e4-48e1-900d-a6413ad57172" . "https://w3id.org/ro-id/53edc88c-251c-480c-85a3-eb1b80a239e0" . "https://w3id.org/ro-id/559024bd-c4da-4755-8e5c-1e2f618846b5" . "https://w3id.org/ro-id/5592e4b9-89d1-4a85-8035-4cdb22e9329d" . "https://w3id.org/ro-id/7fd8f3da-e654-4990-97c4-0543ea2ebb2d" . "https://w3id.org/ro-id/814aaa24-b322-448a-8f56-b866c7a8c6a2" . "https://w3id.org/ro-id/9437b655-6d9b-4638-aca2-25892fa09af0" . "https://w3id.org/ro-id/9486f49d-1192-463b-823c-f2d9f08ed3a2" . "https://w3id.org/ro-id/a7ca74cb-bd81-4d42-a4bf-5efbfb7595b8" . "https://w3id.org/ro-id/af820a5f-e6c6-48a7-bafb-55faf550489e" . "https://w3id.org/ro-id/c991e5bb-6064-4553-b9e3-eb67ca3c0174" . "https://w3id.org/ro-id/d0b132b0-181b-431d-a8c3-d26640c2d00b" . "https://w3id.org/ro-id/d141ee50-bda2-4af9-840e-83a0b5b1f83b" . "https://w3id.org/ro-id/f687a0a0-7ae7-4265-b0ea-51dcf0fbbd7d" . "https://w3id.org/ro-id/faf4c7af-6819-4d97-9634-65593c91c2f8" . "https://w3id.org/ro-id/fca5a966-116b-49a1-b622-9ce8b56a68b2" . "https://w3id.org/ro-id/3b532a82-f1b0-4275-a0c4-7adebcebbba4" . "https://w3id.org/ro-id/4f268608-45bc-40e2-8867-ada4807e27cd" . "https://w3id.org/ro-id/58ea4a12-cdf9-4fca-90de-0a2579a58fba" . "https://w3id.org/ro-id/728b08dd-3d1c-439e-b110-d30ed9354151" . "https://w3id.org/ro-id/75794ff2-9f80-4bbb-b455-c2b1efd7ad52" . "https://w3id.org/ro-id/7d7b3280-f66f-4503-a05c-ac45ad1dff7f" . "https://w3id.org/ro-id/9d94b755-028c-459d-834d-f62f1cc5d6ab" . "https://w3id.org/ro-id/9e50fdff-7edd-4ac9-8a46-25b56ef8e484" . "https://w3id.org/ro-id/b4d4f390-c7da-4691-9056-0b7f6bd39dcf" . "https://w3id.org/ro-id/e7a0efda-7935-4b1f-8738-996455fcd4d5" . "https://w3id.org/ro-id/24fefb49-f8a0-4bc2-b2a8-81201e814640" . "Jose Manuel Gomez Perez. \"UNAVCO GPS Timeseries.\" ROHub. Sep 04 ,2017. https://doi.org/10.5072/ro-id.BXIILXKNNW." . . . . . . "workflows" . . . . . "config" . . . . "produced" . . . "scripts" . . . . . "biblio" . . . . "used" . . . "nested" . . . "components" . . . . "main" . . . "setup" . . . . . "258680"^^ . "https://api.rohub.org/api/resources/113e436b-d9b3-4ee8-a901-0f8256e26bfe/download/" . . "2017-05-23 14:58:35.829000+00:00" . "2022-03-25 15:24:06.450528+00:00" . "image/jpeg" . . "perm_mtolympus1.jpg" . "2017-05-23 14:58:35.829000+00:00" . . . . . "286993"^^ . "https://api.rohub.org/api/resources/4570cc2d-8abe-4b2b-9b6b-ec3202b56e97/download/" . . "2017-05-23 17:16:54.207000+00:00" . "2022-03-25 15:24:07.383762+00:00" . "PDF" . . "GAGE_GPS_Analysis_Plan_20170315.pdf" . "2017-05-23 17:16:54.207000+00:00" . . . . . "42242"^^ . "https://api.rohub.org/api/resources/466843f4-1012-4e98-b597-58fa4412aa91/download/" . . "2017-05-23 16:39:24.912000+00:00" . "2022-03-25 15:24:04.020562+00:00" . "PNG" . . "sequenceplotter2.png" . "2017-05-23 16:39:24.912000+00:00" . . . . . "42055"^^ . "https://api.rohub.org/api/resources/9c009ab9-7679-44ef-b454-5da224af61c1/download/" . . "2017-05-23 16:38:24.493000+00:00" . "2022-03-25 15:24:08.700195+00:00" . "PNG" . . "sequenceplotter.png" . "2017-05-23 16:38:24.493000+00:00" . . . . . "http://web-services.unavco.org/gps/data/position/P378/v3?analysisCenter=pbo&referenceFrame=igs08&starttime=2008-01-01T00:00:00&endtime=2018-03-01T00:00:00&report=short" . . "2022-03-25 15:23:47.115178+00:00" . "2022-03-25 15:24:04.092028+00:00" . . "http://web-services.unavco.org/gps/data/position/P378/v3?analysisCenter=pbo&referenceFrame=igs08&starttime=2008-01-01T00:00:00&endtime=2018-03-01T00:00:00&report=short" . "2022-03-25 15:23:47.115178+00:00" . . . . . "44925"^^ . "https://api.rohub.org/api/resources/b7e542c5-4dc8-46f6-8a61-9f1ec564e6c5/download/" . . "2017-05-23 16:40:01.455000+00:00" . "2022-03-25 15:24:09.614557+00:00" . "PNG" . . "sequenceplotter3.png" . "2017-05-23 16:40:01.455000+00:00" . . . . "http://web-services.unavco.org/gps/data/position/P378/v3?analysisCenter=pbo&referenceFrame=igs08&starttime=2008-01-01T00:00:00&endtime=2018-03-01T00:00:00&report=short" . "sequenceplotter2.png" . . "14182"^^ . "https://api.rohub.org/api/resources/b99161f5-25de-48ce-801a-2c425da85a66/download/" . . "2017-05-01 19:55:49.788000+00:00" . "2022-03-25 15:24:10.714638+00:00" . "audio/midi" . . "UNAVCO workflow built around time series data web service" . "2017-05-01 19:55:49.788000+00:00" . . . . . "603474"^^ . "https://api.rohub.org/api/resources/bcc9e892-0338-410e-a685-68b4f32d322b/download/" . . "2017-05-23 17:18:37.911000+00:00" . "2022-03-25 15:24:05.035080+00:00" . "PDF" . . "GAGE_Velocity_Release_Notes_20161230.pdf" . "2017-05-23 17:18:37.911000+00:00" . . . . . "earth sciences" . "27.293525495972574" . "0.6552424430847168" . . "data from GPS station" . "8.620689655172413" . "11.0" . . "UNAVCO GPS Timeseries" . "10.815047021943572" . "13.8" . . "process" . "3.279220779220779" . "10.1" . . "The process noise statistics are generated from the time series using the GAMIT/GLOBK script sh gen stats based on tsfit fits to the time series with the realistic sigma algorithm used to account for correlated noise." . "11.786038077969176" . "13.0" . . "CWU snx/cwu . .a.rms ../NMT snx/nmt . .a.rms Format Version : . . Release Date : Start Field Description Dot character identifier for a given station GAGE Number sec phase epochs in hours for combined RMS calculation PRMS Root mean square (RMS) scatter of combined phase residuals, mm CWU Number sec phase epochs in hours for CWU RMS calculation CRMS Root mean square (RMS) scatter of CWU phase residuals, mm NMT Number sec phase epochs in hours for NMT or BSL (prior to Feb ) RMS calculation NRMS Root mean square (RMS) scatter of NMT or BSL phase residuals, mm A Coefficient from model fit RMS (elev) A B /sin(elev) where elev is elevation angle, mm B Coefficient from model fit, mm GPSW GPS Week for hour processing day D GPS Day of week for hour processing day YYYYMMDD Year, month, day of month for hour processing day End Field Description Dot GAGE PRMS CWU CRMS NMT NRMS A B GPSW D YYYYMMDD NSU . . . . . ULM . . . . . ODM . . . . . AB . . . . . AB . . . . . ZME . . . . . ZMP . . . . . ZNY . . . . . ZSE . . . . . ZTL . . . . ." . "3.0825022665457844" . "3.4" . . "noise" . "3.4595300261096606" . "5.3" . . "system" . "2.3051948051948052" . "7.1" . . "Scripps Orbit and Permanent Array Center" . "7.915360501567398" . "10.1" . . "computer science" . "15.634218289085547" . "21.2" . . "Organic chemical" . "Economy, business and finance/Economic sector/Chemicals/Organic chemical" . . "earthquake file" . "2.3510971786833856" . "3.0" . . "communications and radar" . "41.26573884859473" . "0.6167286038398743" . . "PBO GKNA PBO TSKF . . . . . ." . "1.4505893019038985" . "1.6" . . "National Oceanic and Atmospheric Administration" . "https://www.wikidata.org/wiki/Q214700" . . "mathematics" . "14.896755162241888" . "20.2" . . "gauge" . "4.6103896103896105" . "14.2" . . "field" . "4.308093994778068" . "6.6" . . "velocity" . "3.6363636363636362" . "11.2" . . "coordinate file" . "2.7429467084639496" . "3.5" . . "Global Geodetic Network" . "4.112271540469974" . "6.3" . . "Software" . "Economy, business and finance/Economic sector/Computing and information technology/Software" . . "PBO GKNA CWU TSKF" . "1.8808777429467083" . "2.4" . . "PBO GKNA PbO" . "2.037617554858934" . "2.6" . . "Civilian Conservation Corps" . "https://www.wikidata.org/wiki/Q1094508" . . "root mean square" . "3.4595300261096606" . "5.3" . . "geology" . "41.24948833068723" . "0.9902867078781128" . . "data" . "3.2142857142857144" . "9.9" . . "reference frame" . "2.741514360313316" . "4.2" . . "National Aeronautics and Space Administration" . "2.5974025974025974" . "8.0" . . "coordinate system" . "3.7337662337662336" . "11.5" . . "file" . "2.9545454545454546" . "9.1" . . "linguistics" . "9.660766961651918" . "13.1" . . "International GNSS Service" . "4.960835509138382" . "7.6" . . "GLOBK SINEX combinations, GK ( ) time series analyses using weighted least squares \n(LS) and ( ) time series analyses using a Kalman filter of the time series (KF). The time \nseries LS analysis is the one that generates the monthly GAGE SNAPSHOT fields." . "1.5412511332728922" . "1.7" . . "geosciences" . "43.04185052089376" . "0.643273115158081" . . "UNAVCO" . "4.046997389033943" . "6.2" . . "Musical instrument" . "Arts, culture and entertainment/Arts and entertainment/Music/Musical instrument" . . "Southern California Integrated GPS Network" . "3.9164490861618804" . "6.0" . . "Space programme" . "Science and technology/Research/Scientific exploration/Space programme" . . "GPS" . "5.1566579634464755" . "7.9" . . "standard deviation" . "2.93733681462141" . "4.5" . . "file format" . "3.133159268929504" . "4.8" . . "list" . "3.7206266318537864" . "5.7" . . "Science and technology" . "Science and technology" . . "PBO GKNA PBO GKI G" . "2.037617554858934" . "2.6" . . "PbO" . "9.725848563968668" . "14.9" . . "GKNA NMT GKNA" . "2.115987460815047" . "2.7" . . "PBO GKNA PBO TSLS" . "3.2915360501567394" . "4.2" . . "service-account-generation-service" . . "Jose Manuel Gomez Perez" . . . "rms calculation NRMS root mean square" . . "mathematics" . . "scatter of NMT" . . "velocity" . . "site coordinate information" . . "PBO" . . "Central Washington University" . . "North America" . . "file naming" . . "Tom Herring" . . "GAGE GPS data analysis plan" . . "Analysis" . . "estimates" . . "geodetic products" . . "reference frame" . . "files" . . "sites" . . "mm" . . "year" . . "GPS data analysis method" . . "T. A." . . "Musical instrument" . "Arts, culture and entertainment/Arts and entertainment/Music/Musical instrument" . . "gage reference frame" . "2.3510971786833856" . "3.0" . . "Jet Propulsion Laboratory" . "https://www.wikidata.org/wiki/Q189325" . . "geology" . "41.24948833068723" . "0.9902867078781128" . . "GPS" . "5.1566579634464755" . "7.9" . . "PbO" . "9.725848563968668" . "14.9" . . "of the Aug-23-2011" . . "netsel.use list" . "2.664576802507837" . "3.4" . . "Treaty" . "Politics/International relations/Diplomacy/Treaty" . . "Scripps Orbit and Permanent Array Center" . "7.915360501567398" . "10.1" . . "list" . "3.7206266318537864" . "5.7" . . "mathematics" . "14.896755162241888" . "20.2" . . "geology" . "27.293525495972574" . "0.6552424430847168" . . "GKNA NMT GKNA" . "2.115987460815047" . "2.7" . . "earth sciences" . "27.293525495972574" . "0.6552424430847168" . . "field" . "4.308093994778068" . "6.6" . . "noise" . "3.149350649350649" . "9.7" . . "Data from GPS stations not archived by UNAVCO are obtained from the NOAA National Geodetic Survey (NGS) Continuously Operating Reference Station (CORS) data center, the NASA Crustal Dynamics Data Information System (CDDIS), the U.S. Geological Survey, the Scripps Orbit and Permanent Array Center (SOPAC), and the International GNSS Service (IGS)" . "22.665457842248415" . "25.0" . . "GLOBK SINEX combinations, GK ( ) time series analyses using weighted least squares \n(LS) and ( ) time series analyses using a Kalman filter of the time series (KF). The time \nseries LS analysis is the one that generates the monthly GAGE SNAPSHOT fields." . "1.5412511332728922" . "1.7" . . "database" . "2.359882005899705" . "3.2" . . "University" . "Education/School/Higher education/University" . . "Global Geodetic Network" . "4.112271540469974" . "6.3" . . "data" . "3.2142857142857144" . "9.9" . . "The NMT RMS files also contain information on the elevation angle dependence for the phase residuals." . "3.445149592021759" . "3.8" . . "Cwu rms calculation CRMS root mean square" . "2.664576802507837" . "3.4" . . "engineering" . "41.26573884859473" . "0.6167286038398743" . . "Non-Aligned Movement" . "https://www.wikidata.org/wiki/Q83201" . . "gage GPS Data analysis plan" . "1.8808777429467083" . "2.4" . . "NASA Global Geodetic Network" . "7.68025078369906" . "9.8" . . "velocity" . "4.503916449086162" . "6.9" . . "list" . "2.272727272727273" . "7.0" . . "velocity" . "3.6363636363636362" . "11.2" . . "system" . "2.3051948051948052" . "7.1" . . "discontinuity" . "3.524804177545692" . "5.4" . . "The GAGE GPS Analysis Centers process data from more than 2,000 GPS stations." . "34.2701722574796" . "37.8" . . "gauge" . "4.6103896103896105" . "14.2" . . "University" . "Education/School/Higher education/University" . . "root mean square" . "3.4595300261096606" . "5.3" . . "The final entries PBO and PBO are the earlier and PBO full solution generated in November and . is the number of common sites in the solutions." . "2.2665457842248413" . "2.5" . . "mathematics" . "16.44542772861357" . "22.3" . . "PBO GKNA CWU TSKF" . "1.8808777429467083" . "2.4" . . "aeronautics" . "15.692410630511509" . "0.23452769219875336" . . "file" . "2.9545454545454546" . "9.1" . . "process" . "3.279220779220779" . "10.1" . . "Organic chemical" . "Economy, business and finance/Economic sector/Chemicals/Organic chemical" . . "time series" . "4.765013054830288" . "7.3" . . "noise" . "3.4595300261096606" . "5.3" . . "UNAVCO" . "4.046997389033943" . "6.2" . . "PBO GKNA PBO GKI G" . "2.037617554858934" . "2.6" . . "Chur" . "https://www.wikidata.org/wiki/Q69007" . . "National Aeronautics and Space Administration" . "2.5974025974025974" . "8.0" . . "Space programme" . "Science and technology/Research/Scientific exploration/Space programme" . . "data from GPS station" . "8.620689655172413" . "11.0" . . "National Aeronautics and Space Administration" . "4.308093994778068" . "6.6" . . "Virginia" . "https://www.wikidata.org/wiki/Q1370" . . "geophysics" . "43.04185052089376" . "0.643273115158081" . . "coordinate file" . "2.7429467084639496" . "3.5" . . "statistics" . "10.103244837758112" . "13.7" . . "geosciences" . "43.04185052089376" . "0.643273115158081" . . "The process noise statistics are generated from the time series using the GAMIT/GLOBK script sh gen stats based on tsfit fits to the time series with the realistic sigma algorithm used to account for correlated noise." . "11.786038077969176" . "13.0" . . "reference frame" . "2.741514360313316" . "4.2" . . "service-account-enrichment" . . . . . "10.5072/ro-id.3RRRUMSLRG" . . "https://www.unavco.org/data/web-services/documentation/gps-position-documentation.html" . "false" . "http://sandbox.rohub.org/rodl/ROs/UNAVCO_GPS_Timeseries/" . "2017-09-04T12:48:59.459+02:00" . "http://everest.psnc.pl/users/jmgomez" . . "1166176"^^ . "https://api.rohub.org/api/ros/911a1b7c-c3f8-4a5d-a692-080237dbcf8d/crate/download/" . "http://connect.unavco.org/display/org253530" . . "2017-09-04 10:48:59.459000+00:00" . "2025-03-05 02:47:01.120606+00:00" . "2017-09-04 10:48:59.459000+00:00" . "The GAGE GPS Analysis Centers process data from more than 2,000 GPS stations. Most of these stations are operated by UNAVCO as part of the PBO, COCONet, TLALOCnet and smaller regional networks. Also processed are stations from the Southern California Integrated GPS Network (SCIGN), the NASA Global Geodetic Network (GGN), the International GNSS Service (IGS) network, the Rio Grande Rift network, the GPS Array for Mid America (GAMA), the Basin and Range Geodetic Network (BARGEN), the Idaho National Laboratory (INL) network, the Pacific Northwest Geodetic Array (PANGA), the Western Canada Deformation Array, SuomiNet, GulfNet, and stations near the epicenter of the 23 August 2011 M5.8 Mineral, VA earthquake. Data from GPS stations not archived by UNAVCO are obtained from the NOAA National Geodetic Survey (NGS) Continuously Operating Reference Station (CORS) data center, the NASA Crustal Dynamics Data Information System (CDDIS), the U.S. Geological Survey, the Scripps Orbit and Permanent Array Center (SOPAC), and the International GNSS Service (IGS)." . "application/ld+json" . . . . . . . . . "https://w3id.org/ro-id/911a1b7c-c3f8-4a5d-a692-080237dbcf8d" . "GAGE, GPS stations, PBO, COCONet, TLALOCnet, time series data, web services" . . "UNAVCO GPS Timeseries" . "GPS time series data web service" . "https://w3id.org/ro-id/15087ccf-09b1-40fa-ada4-592df46d13c4" . "https://w3id.org/ro-id/26227b8e-135d-418e-8d3f-f83960bcf597" . "https://w3id.org/ro-id/6975631e-1288-41d2-868f-a9b29d126784" . "https://w3id.org/ro-id/83ebd15e-e707-48be-8b23-29ecad8c9637" . "https://w3id.org/ro-id/98ec7caf-bf67-465d-8daa-6a81554dbd32" . "https://w3id.org/ro-id/9e8db06d-7d2c-4678-93b8-122f3c3d1c71" . "https://w3id.org/ro-id/bc12e8b8-8f16-470a-ae8a-8fd8edb818ee" . "https://w3id.org/ro-id/e4d52118-f4ad-4eda-a73a-9994e8f064ff" . "https://w3id.org/ro-id/fd2a1407-7e11-4c28-a480-217bd00b1ce7" . "https://w3id.org/ro-id/0587a6bb-7ced-4d67-8c55-ead26be340b9" . "https://w3id.org/ro-id/4607bcaa-edfa-4704-85a5-e30b9a421255" . "https://w3id.org/ro-id/a811a2e2-81ae-4117-a58d-b7e8010397c8" . "https://w3id.org/ro-id/c4c2c64b-258e-49ae-9569-e00315656252" . "https://w3id.org/ro-id/c8c49e88-d2f6-4c39-84ff-1bf507f11460" . "https://w3id.org/ro-id/d6ebc778-a62a-4182-af46-b2efdb34152c" . "https://w3id.org/ro-id/da85634d-d485-41fd-9de4-fc8beaed3993" . "https://w3id.org/ro-id/e333c6aa-419c-4ac1-918a-4344103ea098" . "https://w3id.org/ro-id/f220a7db-5b4e-4277-aeff-d6e2086b4c50" . "https://w3id.org/ro-id/75bc28ae-5516-47ea-a4d1-cc9799aa5aed" . "https://w3id.org/ro-id/7e5d0d1d-443f-450e-9aec-730719dbfb7b" . "https://w3id.org/ro-id/980c262a-524f-4c60-bae8-328ab744a400" . "https://w3id.org/ro-id/a084a073-0a7b-4ecd-895d-ee03d75a6e0a" . "https://w3id.org/ro-id/a3a59e17-0ff7-41e8-ba3a-2d813263b16b" . "https://w3id.org/ro-id/bde60846-0602-4976-ad72-85225c07c232" . "https://w3id.org/ro-id/e8d71cbf-8add-4369-8581-8554168a3c44" . "https://w3id.org/ro-id/1dcc69fe-8962-47b6-a614-c698b070aae6" . "https://w3id.org/ro-id/3a2217fc-c52a-448b-8f4c-99d0c6c4b25a" . "https://w3id.org/ro-id/51ff5671-683c-4f4e-b6f6-5518c8e2da9e" . "https://w3id.org/ro-id/54ee2b6c-f5c8-4e6d-971e-a21da1d59408" . "https://w3id.org/ro-id/5c2ca3d2-dc87-4cc7-b809-9e1876b0792c" . "https://w3id.org/ro-id/61ae4f65-d972-4181-ac03-1c56ee4bb3ad" . "https://w3id.org/ro-id/6e0f7ada-d319-4ede-8c0f-e65123aaebbc" . "https://w3id.org/ro-id/71000739-fb86-4ffb-b294-beb504e29705" . "https://w3id.org/ro-id/76fffda5-2849-4898-8244-a8b6897528c5" . "https://w3id.org/ro-id/9eb0feb1-9281-4651-a470-0452d2cd8c5d" . "https://w3id.org/ro-id/a4f1cb6b-4dec-464a-b1ac-e8a91483f217" . "https://w3id.org/ro-id/a6b4d262-77dd-4a2b-a160-fdfbf3c6f3f1" . "https://w3id.org/ro-id/ab4194ae-0498-4d7c-866a-321ea29ea317" . "https://w3id.org/ro-id/c120e4b4-4ed4-4241-9b58-23d91baea3b2" . "https://w3id.org/ro-id/c24b3f30-49f1-4294-83fc-d012f19c8f68" . "https://w3id.org/ro-id/cae25617-9868-42fe-b40d-52e7a21ff5fb" . "https://w3id.org/ro-id/e8d13d19-0fb5-4109-bfe5-aa4a76398eab" . "https://w3id.org/ro-id/eacd3342-d1fe-4c70-865f-f491841e7870" . "https://w3id.org/ro-id/ef0ab1c0-5619-436b-bc95-56e66a86bc3c" . "https://w3id.org/ro-id/098c8339-9c72-496a-853d-b543cbe24cd9" . "https://w3id.org/ro-id/16305e33-6d50-4197-abaa-3002dcaa6bb0" . "https://w3id.org/ro-id/18330fdf-3b99-4af2-94d0-700e1cd52c9d" . "https://w3id.org/ro-id/c29074d0-40cd-41ae-820c-0483047c91dd" . "https://w3id.org/ro-id/da243109-84d1-4c5b-b1a6-083d135e3465" . "https://w3id.org/ro-id/e21cff5c-ad02-4f81-9984-320ec53be19c" . "https://w3id.org/ro-id/01b8b143-9324-4a8e-86d0-a319d2b0b756" . "https://w3id.org/ro-id/1091e940-ee37-46da-8bd7-254085a993b7" . "https://w3id.org/ro-id/27741ab0-b470-46d8-941b-b3c98bab191d" . "https://w3id.org/ro-id/64b33ad6-b6ec-4cd3-b0f4-ab6bd3b0222c" . "https://w3id.org/ro-id/711053a6-6885-469f-9ddb-5086dd810171" . "https://w3id.org/ro-id/77d69028-9584-4169-8626-11332fce4876" . "https://w3id.org/ro-id/a88effd9-8cc2-43aa-92d9-e49470d670b4" . "https://w3id.org/ro-id/f71a4ab9-6832-46b0-ab1a-a35b23063da1" . "https://w3id.org/ro-id/f946bb22-855c-4793-907e-c36f4190b1b3" . "https://w3id.org/ro-id/0a73831c-ac23-4f8a-b8de-00e01b8ef3df" . "https://w3id.org/ro-id/0d00a72b-6bb8-4413-9416-56ecb1344f16" . "https://w3id.org/ro-id/14b22f7f-7dbc-4b3b-9e5d-081ceb14d3dc" . "https://w3id.org/ro-id/18f812d9-7b61-47a9-85de-f4fc1853edeb" . "https://w3id.org/ro-id/2d430001-6906-49b6-93dd-a725e8c68c1e" . "https://w3id.org/ro-id/4cec8ce4-d3e9-4922-9905-cf728e49a390" . "https://w3id.org/ro-id/5f226f00-70fc-4b48-9c47-35dc8c0170b3" . "https://w3id.org/ro-id/65a7076f-0896-4777-9e33-7579f2e49e94" . "https://w3id.org/ro-id/7162feac-865b-4126-931e-fb7fb8745433" . "https://w3id.org/ro-id/72f35490-e6ac-4c16-aa42-7acc36f15696" . "https://w3id.org/ro-id/7435a059-5c53-4784-bc47-844df445509e" . "https://w3id.org/ro-id/7896659d-7f0f-480f-b458-637d958548be" . "https://w3id.org/ro-id/90e1348f-4b35-4e68-bbac-0784cc10a26b" . "https://w3id.org/ro-id/a406c4eb-b994-4e4c-a2bc-328d87522fbe" . "https://w3id.org/ro-id/b2358c1c-de61-43de-bdd0-9b78f44d01d6" . "https://w3id.org/ro-id/bdfab24a-41a7-445a-b895-f8acc96d2586" . "https://w3id.org/ro-id/c4456753-4084-4a88-bdb4-c5c24eaec343" . "https://w3id.org/ro-id/d813f1b1-f0fc-4c14-b646-95a6b97f8a56" . "https://w3id.org/ro-id/f8fd02f1-6b93-4814-b047-9c795ba7825c" . "https://w3id.org/ro-id/43ebb65c-1957-41c7-9267-a892681503d5" . "https://w3id.org/ro-id/6bf763e1-d9ad-482c-8281-16016e69fb25" . "https://w3id.org/ro-id/7e962a00-4076-4bd8-8438-ee991cbe65df" . "https://w3id.org/ro-id/85a3ddfd-d9ef-4111-8fca-78ae9db85b4a" . "https://w3id.org/ro-id/927bb0b6-7e98-4c15-b773-f6d327264426" . "https://w3id.org/ro-id/faf43667-64bf-4708-b5f5-5cd35c375903" . "https://w3id.org/ro-id/04cf24b0-094f-4cb6-b47e-e590fa4f74d1" . "https://w3id.org/ro-id/0f113774-4c3e-472a-9c5e-a0bf1e5185dc" . "https://w3id.org/ro-id/12f44f52-ccaf-48fb-a7cb-cf3d7e42eac4" . "https://w3id.org/ro-id/17ec6de5-e7ab-4ca3-8e17-e0648b962f5e" . "https://w3id.org/ro-id/3d550c45-b03f-4237-aa1b-2096d7f345e3" . "https://w3id.org/ro-id/496d865a-c05d-43f2-8870-7bc6480b643b" . "https://w3id.org/ro-id/49f63cc0-88e2-4ce6-b73a-5be7884577df" . "https://w3id.org/ro-id/6aa29260-17a8-4f35-8014-5f9d505f903f" . "https://w3id.org/ro-id/752bb183-310c-46d6-9a46-ee67f4b6265b" . "https://w3id.org/ro-id/781f1ccb-8540-4b04-9dc3-83b190036785" . "https://w3id.org/ro-id/8048e747-fc19-46d8-b350-8c86c92cf5af" . "https://w3id.org/ro-id/9dbdbb51-2b84-4fd1-9e85-ac954402b1f5" . "https://w3id.org/ro-id/a1fd0480-0ced-46de-a48e-ca33adc89bf3" . "https://w3id.org/ro-id/a8c94a19-5981-47b3-8e2d-007ff5ee3245" . "https://w3id.org/ro-id/b42c7a8d-5236-4909-a2d0-3786439821c1" . "https://w3id.org/ro-id/b5b5d15a-3e2f-4cd7-827a-59f96f96a793" . "https://w3id.org/ro-id/b7512215-a78f-42f5-9c30-3d732a80a211" . "https://w3id.org/ro-id/bc7843e4-5d36-4969-91f3-1166798f8bb3" . "https://w3id.org/ro-id/dad6872b-eca8-41a9-9bd9-da3963b9e527" . "https://w3id.org/ro-id/1de9d863-1909-413e-93dc-052ab58aa39d" . "https://w3id.org/ro-id/1ff83729-2311-485b-a9e5-413beaaf66e0" . "https://w3id.org/ro-id/3d0d15d6-0256-4b4d-898d-c7460ddf6227" . "https://w3id.org/ro-id/617b98f5-7455-4cd9-beb4-2b3f35b5c06d" . "https://w3id.org/ro-id/69571445-971c-4605-b7ca-cb7454615956" . "https://w3id.org/ro-id/8c35bba8-c182-4e3b-9018-2fcd158b3f3d" . "https://w3id.org/ro-id/9c0a0609-b55d-4c9f-b016-f301472c39b8" . "https://w3id.org/ro-id/b0bf7bab-71d8-4011-87b8-104dce0b688f" . "https://w3id.org/ro-id/d7660396-0834-46d6-86ff-e218052a2254" . "https://w3id.org/ro-id/f6084908-18fd-4f0c-9ea2-c43f4271e219" . "https://w3id.org/ro-id/0d0b7a54-e7e4-4e41-a616-ae303fd0d684" . "Jose Manuel Gomez Perez. \"UNAVCO GPS Timeseries.\" ROHub. Sep 04 ,2017. https://doi.org/10.5072/ro-id.3RRRUMSLRG." . . . . "produced" . . . . . . "workflows" . . . . "main" . . . "nested" . . . "scripts" . . . . . "config" . . . . . "biblio" . . . "setup" . . . . "used" . . . "components" . . . . . "44925"^^ . "https://api.rohub.org/api/resources/0343ece9-ca85-4a00-8385-38f0861fb64c/download/" . . "2017-05-23 16:40:01.455000+00:00" . "2022-03-25 15:25:33.898979+00:00" . "PNG" . . "sequenceplotter3.png" . "2017-05-23 16:40:01.455000+00:00" . . . . . "286993"^^ . "https://api.rohub.org/api/resources/0f448e7a-e009-47f9-8dae-f006cfe30cb1/download/" . . "2017-05-23 17:16:54.207000+00:00" . "2022-03-25 15:25:27.280603+00:00" . "PDF" . . "GAGE_GPS_Analysis_Plan_20170315.pdf" . "2017-05-23 17:16:54.207000+00:00" . . . . "http://web-services.unavco.org/gps/data/position/P378/v3?analysisCenter=pbo&referenceFrame=igs08&starttime=2008-01-01T00:00:00&endtime=2018-03-01T00:00:00&report=short" . "sequenceplotter.png" . . "14182"^^ . "https://api.rohub.org/api/resources/47c20188-060b-4393-b3a3-c8d88912f605/download/" . . "2017-05-01 19:55:49.788000+00:00" . "2022-03-25 15:25:30.993161+00:00" . "audio/midi" . . "UNAVCO workflow built around time series data web service" . "2017-05-01 19:55:49.788000+00:00" . . . . . "http://web-services.unavco.org/gps/data/position/P378/v3?analysisCenter=pbo&referenceFrame=igs08&starttime=2008-01-01T00:00:00&endtime=2018-03-01T00:00:00&report=short" . . "2022-03-25 15:25:13.146253+00:00" . "2022-03-25 15:25:24.869032+00:00" . . "http://web-services.unavco.org/gps/data/position/P378/v3?analysisCenter=pbo&referenceFrame=igs08&starttime=2008-01-01T00:00:00&endtime=2018-03-01T00:00:00&report=short" . "2022-03-25 15:25:13.146253+00:00" . . . . . "603474"^^ . "https://api.rohub.org/api/resources/afa5e9de-7ae0-4915-ad66-70d4db5e0f87/download/" . . "2017-05-23 17:18:37.911000+00:00" . "2022-03-25 15:25:31.889430+00:00" . "PDF" . . "GAGE_Velocity_Release_Notes_20161230.pdf" . "2017-05-23 17:18:37.911000+00:00" . . . . . "42242"^^ . "https://api.rohub.org/api/resources/d380f679-0171-46d2-a663-83c052b2fce2/download/" . . "2017-05-23 16:39:24.912000+00:00" . "2022-03-25 15:25:30.136677+00:00" . "PNG" . . "sequenceplotter2.png" . "2017-05-23 16:39:24.912000+00:00" . . . . . "42055"^^ . "https://api.rohub.org/api/resources/d96bf278-8e0d-400d-ba69-24d48e266433/download/" . . "2017-05-23 16:38:24.493000+00:00" . "2022-03-25 15:25:32.860377+00:00" . "PNG" . . "sequenceplotter.png" . "2017-05-23 16:38:24.493000+00:00" . . . . . "258680"^^ . "https://api.rohub.org/api/resources/ea62a7c7-2326-484a-8946-bb8c9e95cd01/download/" . . "2017-05-23 14:58:35.829000+00:00" . "2022-03-25 15:25:29.083241+00:00" . "image/jpeg" . . "perm_mtolympus1.jpg" . "2017-05-23 14:58:35.829000+00:00" . . . . . "aircraft communications and navigation" . "15.692410630511509" . "0.23452769219875336" . . "Ulm" . "https://www.wikidata.org/wiki/Q3012" . . "chemistry" . "16.371681415929203" . "22.2" . . "The AC solutions are delivered in SINEX format for the geodetic parameter estimates and tabular files containing information about the root mean square (RMS) scatter and number of phase residuals by site for each day." . "4.0797824116047146" . "4.5" . . "edits.eq list" . "2.115987460815047" . "2.7" . . "computer science" . "15.634218289085547" . "21.2" . . "lead oxide" . "4.415584415584416" . "13.6" . . "North America" . "https://www.wikidata.org/wiki/Q49" . . "earthquake file" . "2.3510971786833856" . "3.0" . . "Alberta" . "https://www.wikidata.org/wiki/Q1951" . . "gage" . "4.569190600522194" . "7.0" . . "coordinate system" . "3.7337662337662336" . "11.5" . . "global positioning system" . "3.0194805194805197" . "9.3" . . "National Aeronautics and Space Administration" . "https://www.wikidata.org/wiki/Q23548" . . "Science and technology" . "Science and technology" . . "PBO velocity field file format" . "5.407523510971786" . "6.9" . . "information" . "2.5324675324675323" . "7.8" . . "PBO GKNA PBO TSKF . . . . . ." . "1.4505893019038985" . "1.6" . . "file format" . "3.133159268929504" . "4.8" . . "rms calculation NRMS root mean square" . "1.9592476489028212" . "2.5" . . "PBO GKNA PbO" . "2.037617554858934" . "2.6" . . "Idaho National Laboratory" . "8.072100313479623" . "10.3" . . "computer science" . "8.185840707964601" . "11.1" . . "PBO GKNA PBO TSLS" . "3.2915360501567394" . "4.2" . . "North America" . "https://www.wikidata.org/wiki/Q49" . . "Southern California Integrated GPS Network" . "3.9164490861618804" . "6.0" . . "file format" . "2.5" . "7.7" . . "time series" . "3.4740259740259742" . "10.7" . . "earth sciences" . "41.24948833068723" . "0.9902867078781128" . . "data" . "5.678851174934725" . "8.7" . . "Massachusetts Institute of Technology" . "https://www.wikidata.org/wiki/Q49108" . . "U.S. Geological Survey" . "https://www.wikidata.org/wiki/Q193755" . . "statistics" . "2.272727272727273" . "7.0" . . "National Oceanic and Atmospheric Administration" . "https://www.wikidata.org/wiki/Q214700" . . "Also processed are stations from the Southern California Integrated GPS Network (SCIGN), the NASA Global Geodetic Network (GGN), the International GNSS Service (IGS) network, the Rio Grande Rift network, the GPS Array for Mid America (GAMA), the Basin and Range Geodetic Network (BARGEN), the Idaho National Laboratory (INL) network, the Pacific Northwest Geodetic Array (PANGA), the Western Canada Deformation Array, SuomiNet, GulfNet, and stations near the epicenter of the 23 August 2011 M5.8 Mineral, VA earthquake." . "15.412511332728922" . "17.0" . . "International GNSS Service" . "4.960835509138382" . "7.6" . . "atmospheric sciences" . "31.456986173340194" . "0.755195677280426" . . "Civilian Conservation Corps" . "https://www.wikidata.org/wiki/Q1094508" . . "UNAVCO GPS Timeseries" . "10.815047021943572" . "13.8" . . "earth sciences" . "31.456986173340194" . "0.755195677280426" . . "Non-Aligned Movement" . "https://www.wikidata.org/wiki/Q83201" . . "statistics" . "6.342182890855457" . "8.6" . . "time series" . "2.207792207792208" . "6.8" . . "New Mexico" . "https://www.wikidata.org/wiki/Q1522" . . "standard deviation" . "2.9870129870129865" . "9.2" . . "field" . "2.6298701298701297" . "8.1" . . "National Research Council Canada" . "https://www.wikidata.org/wiki/Q1437507" . . "CWU snx/cwu . .a.rms ../NMT snx/nmt . .a.rms Format Version : . . Release Date : Start Field Description Dot character identifier for a given station GAGE Number sec phase epochs in hours for combined RMS calculation PRMS Root mean square (RMS) scatter of combined phase residuals, mm CWU Number sec phase epochs in hours for CWU RMS calculation CRMS Root mean square (RMS) scatter of CWU phase residuals, mm NMT Number sec phase epochs in hours for NMT or BSL (prior to Feb ) RMS calculation NRMS Root mean square (RMS) scatter of NMT or BSL phase residuals, mm A Coefficient from model fit RMS (elev) A B /sin(elev) where elev is elevation angle, mm B Coefficient from model fit, mm GPSW GPS Week for hour processing day D GPS Day of week for hour processing day YYYYMMDD Year, month, day of month for hour processing day End Field Description Dot GAGE PRMS CWU CRMS NMT NRMS A B GPSW D YYYYMMDD NSU . . . . . ULM . . . . . ODM . . . . . AB . . . . . AB . . . . . ZME . . . . . ZMP . . . . . ZNY . . . . . ZSE . . . . . ZTL . . . . ." . "3.0825022665457844" . "3.4" . . "Software" . "Economy, business and finance/Economic sector/Computing and information technology/Software" . . "standard deviation" . "2.93733681462141" . "4.5" . . "Television" . "Arts, culture and entertainment/Mass media/Television" . . "communications and radar" . "41.26573884859473" . "0.6167286038398743" . . "linguistics" . "9.660766961651918" . "13.1" . . "service-account-generation-service" . . . . . . . . . . . "annotations/57a2d21c-4b1e-466b-b856-d40bb974eae3" . . . "annotations/d19e7805-0a25-45b8-a1b5-97492f01eea7" . . . "annotations/b6d3bd91-3e00-45ad-bdfc-0fba2568f613" . . . "703da877-9ab9-44c0-841d-321130fd79c4.rdf" . . . "38c363c1-140c-4d41-a170-7771700ec2bd.rdf" . . . "0b8d96d0-707d-4162-b533-7fb2a66751e6.rdf" . . "token verifier" . . "verifier" . . "https://me.yahoo.com/a/cPNpaOo40eTDI9vLPxnedsPtiA--#26c9b" . . . . . "10.5072/ro-id.BOVDKRA9GA" . . . "2017-06-19T11:22:55.126+02:00" . . . . "35303"^^ . "https://api.rohub.org/api/ros/cbd101f5-2776-47c7-a819-2cff9538cdf5/crate/download/" . . "2017-03-15 10:44:50.038000+00:00" . "2025-10-20 10:45:40.905985+00:00" . "2017-03-15 10:44:50.038000+00:00" . "the description" . "application/ld+json" . "https://w3id.org/ro-id/cbd101f5-2776-47c7-a819-2cff9538cdf5" . . "token verifier" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "https://me.yahoo.com/a/cPNpaOo40eTDI9vLPxnedsPtiA--#26c9b. \"token verifier.\" ROHub. Mar 15 ,2017. https://doi.org/10.5072/ro-id.BOVDKRA9GA." . . . . . "be in RDF content" . "0.10924981791697012" . "0.3" . . "verifier" . "16.3379355687048" . "49.7" . . "environmental sciences" . "61.07196536602992" . "0.9750803112983704" . . "computer programming" . "13.319672131147541" . "6.5" . . "mathematical and computer sciences" . "71.34105769063186" . "0.5221161842346191" . . "INFO 2017-03-15 11:37:03,026 (net.sf.taverna.t2.security.credentialmanager.CredentialManager:2207) - Credential Manager: inside TavernaTrustManager.init() - Reinitialising the TrustManager." . "0.9633911368015414" . "1.0" . . "verifier" . "17.22887196227784" . "47.5" . . "network service" . "1.088139281828074" . "3.0" . . "processing" . "7.181719260065289" . "19.8" . . "TavernaTrustManager.init" . "4.0105193951347795" . "12.2" . . "Mar-15-2017 11:37:07" . . "Credential" . "7.856673241288626" . "23.9" . . "JNDI name" . "1.6751638747268751" . "4.6" . . "column" . "4.30637738330046" . "13.1" . . "Disabled" . "Society/Mankind/Disabled" . . "ConfirmTrustedCertificateSPI" . "1.051939513477975" . "3.2" . . "Mar-15-2017 11:37:50" . . "Mar-15-2017 11:37:08" . . "Mar-15-2017 11:37:00" . . "processing instruction" . "0.7647487254187909" . "2.1" . . "Mar-15-2017 11:37:06" . . "Mar-15-2017 11:37:33" . . "geophysics" . "28.65894230936815" . "0.20974314212799072" . . "reference" . "1.9586507072905333" . "5.4" . . "column 36" . "0.6190823015294974" . "1.7" . . "Mar-15-2017 11:37:05" . . "reading mappings from resource" . "1.3474144209759649" . "3.7" . . "Truststore" . "3.5174227481919793" . "10.7" . . "manager" . "7.181719260065289" . "19.8" . . "Mar-15-2017 11:38:06" . . "vl" . "3.9119000657462197" . "11.9" . . "environmental science and management" . "61.07196536602992" . "0.9750803112983704" . . "Jena reader" . "0.7647487254187909" . "2.1" . . "geosciences" . "28.65894230936815" . "0.20974314212799072" . . "token" . "2.865433442147262" . "7.9" . . "Mar-15-2017 11:37:55" . . "load the Truststore" . "0.873998543335761" . "2.4" . . "token verifier" . "36.416605972323374" . "100.0" . . "Mar-15-2017 11:37:24" . . "JDBC driver" . "3.1318281136198105" . "8.6" . . "column" . "4.60645629307218" . "12.7" . . "INFO 2017-03-15 11:37:00,424 (net.sf.taverna.t2.security.credentialmanager.CredentialManager:429) - Credential Manager: Loaded the Truststore." . "0.9633911368015414" . "1.0" . . "Phrae" . . . "geology" . "38.92803463397008" . "0.6215283870697021" . . "variant learning" . "3.989844033369605" . "11.0" . . "Mar-15-2017 11:37:04" . . "Mar-15-2017 11:37:09" . . "Mar-15-2017 11:37:44" . . "IT-computer sciences" . "Science and technology/Technology and engineering/IT-computer sciences" . . "loading XML bean definitions from class path resource" . "3.1318281136198105" . "8.6" . . "case" . "1.4145810663764962" . "3.9" . . "RDF content" . "8.193736343772759" . "22.5" . . "context hierarchy" . "1.1653313911143481" . "3.2" . . "Mar-15-2017 11:37:03 CET 2017" . . "Bar" . "Lifestyle and leisure/Leisure/Leisure venue/Bar" . . "description" . "14.990138067061144" . "45.6" . . "token verifier." . "53.371868978805395" . "55.4" . . "database" . "45.49180327868853" . "22.2" . . "Language" . "Arts, culture and entertainment/Culture/Language" . . "Keystore" . "3.3859303090072324" . "10.3" . . "default batch" . "0.8011653313911143" . "2.2" . . "resource" . "2.10373594486761" . "5.8" . . "manager" . "6.344510190664037" . "19.3" . . "column 56" . "0.4369992716678805" . "1.2" . . "instruction" . "2.728468113083498" . "8.3" . . "resource" . "1.051939513477975" . "3.2" . . "computer science" . "13.934426229508198" . "6.8" . . "Mar-15-2017 11:37:40" . . "processing" . "6.969099276791585" . "21.2" . . "loading XML bean definition" . "0.7283321194464675" . "2.0" . . "Wielkopolska" . . . "computer operations and hardware" . "71.34105769063186" . "0.5221161842346191" . . "tabular array" . "4.425099746100835" . "12.2" . . "Credential manager" . "35.506190823015295" . "97.5" . . "the description" . "42.870905587668595" . "44.5" . . "Mar-15-2017 11:37:03" . . "definition" . "1.9949220166848025" . "5.5" . . "http" . "10.979618671926364" . "33.4" . . "network services" . "1.0924981791697013" . "3.0" . . "ConfirmTrustedCertificateSPI instance" . "3.2410779315367804" . "8.9" . . "description" . "16.140732680449766" . "44.5" . . "software" . "27.25409836065574" . "13.3" . . "earth sciences" . "38.92803463397008" . "0.6215283870697021" . . "data" . "8.269858541893363" . "22.8" . . "INFO 2017-03-15 11:37:00,396 (net.sf.taverna.t2.security.credentialmanager.CredentialManager:420) - Credential Manager: Loaded the Keystore." . "0.8670520231213873" . "0.9" . . "http" . "10.808850199492202" . "29.8" . . "Mar-15-2017 11:38:05" . . "Mar-15-2017 11:37:49" . . "content" . "2.8928336620644317" . "8.8" . . "subject" . "5.948494740660137" . "16.4" . . "table" . "2.498356344510191" . "7.6" . . "info" . "7.166337935568705" . "21.8" . . "INFO 2017-03-15 11:37:06,687 (org.hibernate.cfg.Configuration:585) - Reading mappings from resource: net/sf/taverna/t2/reference/impl/external/object/VMObjectReference.hbm.xml" . "0.9633911368015414" . "1.0" . . "instruction" . "2.7928908233587233" . "7.7" . . "service-account-enrichment" . . "service-account-generation-service" . . "http://emanuele79.livejournal.com/" . . . . . "military" . . "sentinel mission data acquisition" . . "sentinel satellite" . . "title sentinel user handbook" . . "European Space Agency" . . "Pierre Potin" . . "Sentinel" . . "Products" . . "French Guiana" . . "MISSION" . . "Date" . . "Reason" . . "Segment" . . "satellite description" . . . . . . "2016-07-04T17:37:02.818+02:00" . . . "2966843"^^ . "https://api.rohub.org/api/ros/cb7d509a-5048-4007-952b-6f4b2589583c/crate/download/" . . "2016-07-04 15:20:38.038000+00:00" . "2025-10-20 10:41:59.207145+00:00" . "2016-07-04 15:20:38.038000+00:00" . "This RO describes the coregistering step" . "application/ld+json" . . . . . . . "https://w3id.org/ro-id/cb7d509a-5048-4007-952b-6f4b2589583c" . . "Land Monitoring Coregistering Step" . . . . . . . . . . . . . . . . . . . . . . . . . . . . "http://emanuele79.livejournal.com/. \"Land Monitoring Coregistering Step.\" ROHub. Jul 04 ,2016. https://w3id.org/ro-id/cb7d509a-5048-4007-952b-6f4b2589583c." . . . . "Documents" . . . . "Wokflow" . . . . . "152"^^ . "https://api.rohub.org/api/resources/2d2e2ac2-325b-465d-892f-696cdd6ffd2e/download/" . . "2016-07-04 15:25:13.656000+00:00" . "2022-03-25 16:06:15.581873+00:00" . "text/plain" . . "output_prodID.txt" . "2016-07-04 15:25:13.656000+00:00" . . . . . "6227"^^ . "https://api.rohub.org/api/resources/37cbbda7-30a6-45ae-af64-14f1701ed849/download/" . . "2016-07-04 15:22:50.594000+00:00" . "2022-03-25 16:06:18.356879+00:00" . . "workflow.t2flow" . "2016-07-04 15:22:50.594000+00:00" . . . . . "160"^^ . "https://api.rohub.org/api/resources/3bcdeef3-54e8-4f93-bf82-3f0f16d6d1a7/download/" . . "2016-07-04 15:24:48.072000+00:00" . "2022-03-25 16:06:14.747546+00:00" . "text/plain" . . "input_prodID.txt" . "2016-07-04 15:24:48.072000+00:00" . . . . . "60"^^ . "https://api.rohub.org/api/resources/6efdf8c1-107f-4c74-b2ed-72f61419002d/download/" . . "2016-07-04 15:24:18.971000+00:00" . "2022-03-25 16:06:13.877443+00:00" . "text/plain" . . "input_AoI.txt" . "2016-07-04 15:24:18.971000+00:00" . . . . . "3150939"^^ . "https://api.rohub.org/api/resources/837b574e-8369-4e34-9423-0d57be9c5ff9/download/" . . "2016-07-04 15:23:34.489000+00:00" . "2022-03-25 16:06:17.227724+00:00" . "application/pdf" . . "Sentinel-1_User_Handbook.pdf" . "2016-07-04 15:23:34.489000+00:00" . . . . . "5913"^^ . "https://api.rohub.org/api/resources/bf97a947-e3f3-41d1-acc8-de0c2b212588/download/" . . "2016-07-04 15:21:50.980000+00:00" . "2022-03-25 16:06:16.403918+00:00" . "image/png" . . "sketch.png" . "2016-07-04 15:21:50.980000+00:00" . . . . . "Monitoring" . "15.720978656949505" . "30.2" . . "earth sciences" . "21.354949506400125" . "0.43228960037231445" . . "space sciences (general)" . "8.025722697128423" . "0.05067460238933563" . . "geosciences" . "70.04925223661134" . "0.44229263067245483" . . "step" . "24.343675417661096" . "10.2" . . "This RO describes the coregistering step" . "24.624624624624623" . "49.2" . . "coregistering step" . "9.71943887775551" . "9.7" . . "earth sciences" . "78.64505049359987" . "1.5920167565345764" . . "astronautics" . "21.92502506626024" . "0.13843512535095215" . . "S1A_IW_GRDH_1SDV_20160128T181049_20160128T181114_009698_00E26E_461A_calibration" . "26.028110359187924" . "50.0" . . "S1A_IW_GRDH_1SDV_20151024T181049_20151024T181114_008298_00BB2A_4A13_calibration" . "26.028110359187924" . "50.0" . . "land Monitoring Coregistering step" . "83.46693386773548" . "83.3" . . "Language" . "Arts, culture and entertainment/Culture/Language" . . "Monitoring Coregistering step" . "5.210420841683367" . "5.2" . . "Ro" . "17.959396147839666" . "34.5" . . "geology" . "78.64505049359987" . "1.5920167565345764" . . "describe the coregistering step" . "0.20040080160320642" . "0.2" . . "spacecraft propulsion and power" . "21.92502506626024" . "0.13843512535095215" . . "Coregistering step" . "1.402805611222445" . "1.4" . . "Ro" . "75.65632458233891" . "31.7" . . "space sciences" . "8.025722697128423" . "0.05067460238933563" . . "Coregistering" . "14.263404476834982" . "27.4" . . "S1A_IW_GRDH_1SDV_20151024T181049_20151024T181114_008298_00BB2A_4A13_calibration" . "25.125125125125123" . "50.2" . . "earth resources and remote sensing" . "70.04925223661134" . "0.44229263067245483" . . "S1A_IW_GRDH_1SDV_20160128T181049_20160128T181114_009698_00E26E_461A_calibration" . "24.874874874874873" . "49.7" . . "oceanography" . "21.354949506400125" . "0.43228960037231445" . . "Land Monitoring Coregistering Step." . "25.375375375375373" . "50.7" . . "service-account-enrichment" . . "service-account-generation-service" . . "http://ffoglini.livejournal.com/" . . . . "elaborate data" . . "descriptors" . . "marine biology" . . "trend" . . "trend in the evolution" . . "Doctors Without Borders" . . "jellyfish" . . . . . . "2016-07-04T16:26:20.716+02:00" . . . "19908"^^ . "https://api.rohub.org/api/ros/9c95ec04-1c8b-412b-9d8a-dc23d1103415/crate/download/" . . "2016-07-04 14:17:38.590000+00:00" . "2025-10-20 10:41:16.726394+00:00" . "2016-07-04 14:17:38.590000+00:00" . "Starting from Jellyfish sightings, we elaborate data to produce explicit geographical information concerning trend about the evolution and distribution of alien species according with MSF directive descriptors." . "application/ld+json" . . . . . "https://w3id.org/ro-id/9c95ec04-1c8b-412b-9d8a-dc23d1103415" . . "Trend in the evolution of invasive jellyfish distribution" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "http://ffoglini.livejournal.com/. \"Trend in the evolution of invasive jellyfish distribution.\" ROHub. Jul 04 ,2016. https://w3id.org/ro-id/9c95ec04-1c8b-412b-9d8a-dc23d1103415." . . . . . . "workflows" . . . . "data" . . . "software" . . . "documents" . . . . . "10271"^^ . "https://api.rohub.org/api/resources/2451971d-00d5-4b86-8d91-08bd3b42b1ac/download/" . . "2016-07-04 14:20:08.546000+00:00" . "2022-03-25 16:10:44.570490+00:00" . . "trend_invasive.t2flow" . "2016-07-04 14:20:08.546000+00:00" . . . . . "3057"^^ . "https://api.rohub.org/api/resources/6808e606-a130-4e0d-b89d-c5372c8b1b59/download/" . . "2016-07-04 14:25:37.053000+00:00" . "2022-03-25 16:10:45.551682+00:00" . "image/png" . . "trend_invasive.png" . "2016-07-04 14:25:37.053000+00:00" . . . . . "118"^^ . "https://api.rohub.org/api/resources/cddb09db-7a3a-4eb4-b9f0-aea7f3c7831c/download/" . . "2016-07-04 14:21:14.727000+00:00" . "2022-03-25 16:10:47.815189+00:00" . "application/xml" . . "wf_trend.xml" . "2016-07-04 14:21:14.727000+00:00" . . . . . "9994"^^ . "https://api.rohub.org/api/resources/e6e85a89-bb59-4d12-aded-9a34328db616/download/" . . "2016-07-04 14:20:43.843000+00:00" . "2022-03-25 16:10:46.695182+00:00" . . "Workflow1.wfbundle" . "2016-07-04 14:20:43.843000+00:00" . . . . . "trend" . "12.533692722371969" . "9.3" . . "distribution" . "12.707182320441989" . "11.5" . . "sighting" . "7.624309392265193" . "6.9" . . "geographical" . "6.077348066298343" . "5.5" . . "data" . "21.293800539083556" . "15.8" . . "geology" . "100.0" . "0.6029276847839355" . . "life sciences (general)" . "100.0" . "0.9660021662712097" . . "trend" . "10.497237569060774" . "9.5" . . "Starting from Jellyfish sightings, we elaborate data to produce explicit geographical information concerning trend about the evolution and distribution of alien species according with MSF directive descriptors." . "81.48148148148148" . "81.4" . . "Doctors Without Borders" . . . "Animal" . "Human interest/Animal" . . "jellyfish sighting" . "25.675675675675674" . "20.9" . . "biology" . "100.0" . "5.6" . . "distribution of alien species" . "8.476658476658477" . "6.9" . . "Trend in the evolution of invasive jellyfish distribution." . "18.51851851851852" . "18.5" . . "MSF directive descriptor" . "34.15233415233415" . "27.8" . . "earth sciences" . "100.0" . "0.6029276847839355" . . "evolution" . "10.646900269541778" . "7.9" . . "directive" . "7.292817679558011" . "6.6" . . "jellyfish" . "17.250673854447438" . "12.8" . . "evolution" . "8.839779005524862" . "8.0" . . "life sciences" . "100.0" . "0.9660021662712097" . . "Non-governmental organisation" . "Politics/Non-governmental organisation" . . "distribution" . "15.49865229110512" . "11.5" . . "Geography" . "Science and technology/Social sciences/Geography" . . "jellyfish" . "14.033149171270718" . "12.7" . . "trend in the evolution" . "11.425061425061426" . "9.3" . . "alien species" . "10.242587601078167" . "7.6" . . "information" . "17.016574585635357" . "15.4" . . "descriptor" . "12.533692722371969" . "9.3" . . "Foreign aid" . "Politics/International relations/Foreign aid" . . "subject heading" . "9.613259668508286" . "8.7" . . "jellyfish distribution" . "20.27027027027027" . "16.5" . . "Health organisations" . "Health/Health organisations" . . "Doctors Without Borders" . "6.298342541436464" . "5.7" . . "service-account-enrichment" . . "service-account-generation-service" . . "http://ffoglini.livejournal.com/" . . . . "data of the hydrodynamic model" . . "bathymetric variable" . . "hydrodynamic data" . . "variable importance" . . "Maxent software" . . "presence data" . . "hydrodynamic variable" . . "Mount Wilson" . . "Shetlands" . . "bathymetric data" . . "British Petroleum" . . "Maximilian" . . "hydrography" . . "Area" . . "water" . . "geography" . . "Shetland Islands" . . "value range" . . "Water" . . "Wilson" . . "trawl" . . "dredges" . . "species" . . "Study" . . "software" . . "resolution" . . "variables" . . "model" . . "north east" . . "Habitat" . . "seabed" . . "mounds" . . "variables" . . "distribution" . . "habitat suitability model" . . "Elsevier Science Ltd." . . "UV mean" . . "corals" . . "David" . . "variable influence" . . . . . . "2016-04-05T13:41:34.053+02:00" . . . "46868119"^^ . "https://api.rohub.org/api/ros/eb7b6b9e-070d-45cc-a3e7-b71c7fe4cb08/crate/download/" . . "2016-04-05 11:16:51.848000+00:00" . "2025-10-20 10:38:37.858001+00:00" . "2016-04-05 11:16:51.848000+00:00" . "In this RO we derive the MSFD indicator 1.5 (Habitat area) to assess the biological diversity descriptor. To do this in deep sea environment, the scientist (user) needs to implement a habitat suitability model." . "application/ld+json" . . . . . "https://w3id.org/ro-id/eb7b6b9e-070d-45cc-a3e7-b71c7fe4cb08" . . "Deep Sea Habitat Suitabilty Model" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "http://ffoglini.livejournal.com/. \"Deep Sea Habitat Suitabilty Model.\" ROHub. Apr 05 ,2016. https://w3id.org/ro-id/eb7b6b9e-070d-45cc-a3e7-b71c7fe4cb08." . . . . "Coral Occurences" . . . . . "data" . . . . . . . "documents" . . . . "Env Variables" . . . . "software" . . . "workflows" . . . . "Maxent" . . . . . "3799421"^^ . "https://api.rohub.org/api/resources/1df7ce2d-3749-47dc-8420-434a655ea9b3/download/" . . "2016-04-05 11:24:57.936000+00:00" . "2022-03-25 16:30:53.503314+00:00" . "application/vnd.openxmlformats-officedocument.presentationml.presentation" . . "Use of Maxent for predictive habitat mapping of.pptx" . "2016-04-05 11:24:57.936000+00:00" . . . . . "39410367"^^ . "https://api.rohub.org/api/resources/363e66d9-0bc3-4eb8-a662-6e444681c70b/download/" . . "2016-04-05 11:34:54.908000+00:00" . "2022-03-25 16:30:54.486785+00:00" . "application/x-7z-compressed" . . "EnvVariable.7z" . "2016-04-05 11:34:54.908000+00:00" . . . . . "836294"^^ . "https://api.rohub.org/api/resources/520e2bef-bd4d-4792-b735-c1fdd49242d5/download/" . . "2016-04-05 11:27:35.281000+00:00" . "2022-03-25 16:30:55.327005+00:00" . "application/pdf" . . "The-cold-water-coral-Lophelia-pertusa-Scleractinia-and-enigmatic-seabed-mounds-along-the-north-east-Atlantic-margin-are-they-related-_2003_Marine-Poll.pdf" . "2016-04-05 11:27:35.281000+00:00" . . . . . "2479847"^^ . "https://api.rohub.org/api/resources/6e2613b6-b2c1-423a-aa43-3ab544abee94/download/" . . "2016-04-05 11:24:20.214000+00:00" . "2022-03-25 16:30:52.493837+00:00" . "application/vnd.openxmlformats-officedocument.presentationml.presentation" . . "Habitat suitability models for BARI canyon_2.pptx" . "2016-04-05 11:24:20.214000+00:00" . . . . . "13787"^^ . "https://api.rohub.org/api/resources/736bd22b-80ad-4649-97a5-218ec4343dcb/download/" . . "2016-04-05 11:26:11.633000+00:00" . "2022-03-25 16:30:49.505037+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . "How_to_use.docx" . "2016-04-05 11:26:11.633000+00:00" . . . . . "5683"^^ . "https://api.rohub.org/api/resources/c6b8c081-fc28-4067-84cd-f9118c4468e8/download/" . . "2016-04-05 11:31:07.091000+00:00" . "2022-03-25 16:30:51.327456+00:00" . "text/csv" . . "CWC_Bari_20m.csv" . "2016-04-05 11:31:07.091000+00:00" . . . . "638331"^^ . "https://api.rohub.org/api/resources/de10459e-db27-4394-8f0a-09a1c5f0fb75/download/" . . "2016-04-05 11:37:23.476000+00:00" . "2022-03-25 16:30:50.325625+00:00" . "application/zip" . . "maxent.zip" . "2016-04-05 11:37:23.476000+00:00" . . . . . "oceanography" . "22.0931087561896" . "0.728894829750061" . . "In this RO we derive the MSFD indicator 1.5 (Habitat area) to assess the biological diversity descriptor." . "44.617299315494705" . "71.7" . . "Princeton University" . . . "Bari" . "3.627942879197221" . "9.4" . . "information" . "9.648784253184099" . "25.0" . . "earth sciences" . "22.0931087561896" . "0.728894829750061" . . "raw data" . "2.7788498649170204" . "7.2" . . "sea environment" . "6.5888240200166805" . "15.8" . . "16-Nov-17" . . "variable" . "5.725376031052887" . "11.8" . . "descriptor" . "5.403319181783095" . "14.0" . . "data" . "12.17855409995148" . "25.1" . . "bathymetry" . "3.3478893740902476" . "6.9" . . "hydrodynamic data" . "2.9190992493744785" . "7.0" . . "From Nov-1-2011 to Jun-28-2012" . . "statistics" . "17.980295566502463" . "7.3" . . "row data" . "5.67139282735613" . "13.6" . . "Geography" . "Science and technology/Social sciences/Geography" . . "Tmean" . "2.37748665696264" . "4.9" . . "Bari Bari Canyon" . "2.793994995829858" . "6.7" . . "trade" . "1.7241379310344827" . "0.7" . . "research and support facilities (air)" . "25.66363931506019" . "0.5196491479873657" . . "Bari Canyon system" . "2.2518765638031693" . "5.4" . . "Software" . "Economy, business and finance/Economic sector/Computing and information technology/Software" . . "mathematics" . "10.591133004926109" . "4.3" . . "indicator" . "4.747201852566576" . "12.3" . . "Language" . "Arts, culture and entertainment/Culture/Language" . . "MSFD" . "6.404657933042213" . "13.2" . . "Science and technology" . "Science and technology" . . "Raw data : is the bathymetry used for the work, and the adelie observations of the CWC i used." . "8.400746733042936" . "13.5" . . "Textile and clothing" . "Economy, business and finance/Economic sector/Process industry/Textile and clothing" . . "descriptor" . "6.986899563318778" . "14.4" . . "MAxent" . "3.9786511402231923" . "8.2" . . "Annaëlle" . "4.2212518195050945" . "8.7" . . "Exports" . "Economy, business and finance/Economy/Macro economics/Exports" . . "name" . "3.31918178309533" . "8.6" . . "Here are all the data of the BARI Canyon used." . "7.467330429371499" . "12.0" . . "earth sciences" . "59.16887537665321" . "1.9520968198776245" . . "file" . "2.161327672713238" . "5.6" . . "sea habitat Suitabilty model" . "5.045871559633027" . "12.1" . . "Habitat" . "2.8141678796700633" . "5.8" . . "ecology" . "12.31527093596059" . "5.0" . . "distribution" . "2.4745269286754" . "5.1" . . "work" . "2.35430335777692" . "6.1" . . "variable" . "8.220764183712852" . "21.3" . . "AT&T" . . . "bargain Annaelle" . "6.630525437864887" . "15.9" . . "linguistics" . "2.216748768472906" . "0.9" . . "earth sciences" . "18.73801586715719" . "0.6182037591934204" . . "To Feb-14" . . "Biology" . "Science and technology/Natural science/Biology" . . "aeronautics" . "25.66363931506019" . "0.5196491479873657" . . "frequency distribution" . "3.3577769201080656" . "8.7" . . "environment" . "6.11353711790393" . "12.6" . . "scientist" . "2.1227325357005014" . "5.5" . . "database" . "7.8817733990147785" . "3.2" . . "Hydrodynamic data (Davide)\nimplementation of ROMS for ocean currents, coupled with SWAN within the COAWST modelling system" . "2.7380211574362168" . "4.4" . . "computer science" . "28.32512315270936" . "11.5" . . "bathymetric variable" . "2.1267723102585485" . "5.1" . . "ENFA" . "6.307617661329452" . "13.0" . . "CWC occurences" . "2.335279399499583" . "5.6" . . "2008" . . "Bologna" . . . "physics" . "9.35960591133005" . "3.8" . . "Values" . "Society/Values" . . "pdf name" . "5.713094245204337" . "13.7" . . "UVmax" . "2.4745269286754" . "5.1" . . "8 months" . . "diversity" . "4.129679660362794" . "10.7" . . "bargain" . "2.7171276079573023" . "5.6" . . "raw data" . "2.8141678796700633" . "5.8" . . "The pdf name \"methodoly2\" is in french, and not finished yet, but explian step by step how to use the ENFA, MAxent and R, and where to find the programs." . "7.965152457996266" . "12.8" . . "life sciences (general)" . "74.3363606849398" . "1.505196750164032" . . "species occurrence data" . "2.6271893244370306" . "6.3" . . "diversity descriptor" . "12.677231025854878" . "30.4" . . "To do this in deep sea environment, the scientist (user) needs to implement a habitat suitability model." . "13.378967019290602" . "21.5" . . "atmospheric sciences" . "18.73801586715719" . "0.6182037591934204" . . "Habitat area" . "3.9616346955796495" . "9.5" . . "Weather" . "Weather" . . "from Jan-25" . . "ENFA model" . "7.756463719766472" . "18.6" . . "presence data" . "4.08673894912427" . "9.8" . . "environment" . "4.785796989579312" . "12.4" . . "Bari" . . . "geology" . "59.16887537665321" . "1.9520968198776245" . . "biology" . "7.389162561576354" . "3.0" . . "Nov-25-2015" . . "Bargain Annaelle –" . "4.107031736154324" . "6.6000000000000005" . . "Geography" . "Science and technology/Social sciences/Geography" . . "data of the BARI Canyon" . "4.5037531276063385" . "10.8" . . "bathymetry" . "2.6244693168660747" . "6.8" . . "Habitat Suitability model for Bari Canyon with Hydrodynamic variables" . "2.5513378967019285" . "4.1" . . "software" . "2.216748768472906" . "0.9" . . "diversity" . "5.240174672489083" . "10.8" . . "Relate species occurrence data (distribution = biological data) \n\n\nwith environmental predictor variables (EGVs = Ecogeographic variables)" . "1.9912881144990664" . "3.2" . . "habitat suitability" . "3.056768558951965" . "6.3" . . "name" . "3.5904900533721493" . "7.4" . . "CWC distribution" . "1.9182652210175142" . "4.6" . . "life sciences" . "74.3363606849398" . "1.505196750164032" . . "Wireless technology" . "Economy, business and finance/Economic sector/Computing and information technology/Wireless technology" . . "Toulon" . . . "For ENFA, UVmax was not used (eigenvalues too high)\nmarginality (niche position in the ecological space) \nspecificity (niche size) = 1/tolerance" . "2.6135656502800244" . "4.2" . . "data of the hydrodynamic model" . "1.7514595496246872" . "4.2" . . "data" . "11.925897336935545" . "30.900000000000002" . . "winter" . . "Deep Sea Habitat Suitabilty Model." . "4.16925948973242" . "6.7" . . "indicator" . "6.11353711790393" . "12.6" . . "of november to Jun-28" . . "software" . "2.199922809725974" . "5.7" . . "event" . "3.7051331532226937" . "9.6" . . "Economic indicator" . "Economy, business and finance/Economy/Macro economics/Economic indicator" . . "buy" . "3.7437282902354294" . "9.7" . . "habitat suitability model" . "6.8807339449541285" . "16.5" . . "specificity" . "2.392898494789656" . "6.2" . . "service-account-enrichment" . . "service-account-generation-service" . . "http://emanuele79.livejournal.com/" . . . . . . . "107f503d-cf15-4c10-898f-74967aeed82c.rdf" . . "change detection" . . "military" . . "European Space Agency" . . "image processing algorithm" . . "Pierre Potin" . . "Synthetic aperture radar" . . "SAR-based technique" . . "Sentinel" . . "Products" . . "French Guiana" . . "Level" . . "MISSION" . . "Date" . . "Reason" . . "Segment" . . "results" . . "image archive" . . "small sample size" . . . . . . "2016-06-28T11:09:08.412+02:00" . . . . "3040650"^^ . "https://api.rohub.org/api/ros/d18e59ae-ff07-4d59-a113-0202d37202aa/crate/download/" . . "2016-03-11 08:32:14.144000+00:00" . "2025-10-20 10:37:57.843580+00:00" . "2016-03-11 08:32:14.144000+00:00" . "The Land Monitoring RO allows to monitor urban, built-up and natural environments in order to identify certain features and anomalies or changes over Areas of Interest." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/d18e59ae-ff07-4d59-a113-0202d37202aa" . . "Land Monitoring Workflow" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "http://emanuele79.livejournal.com/. \"Land Monitoring Workflow.\" ROHub. Mar 11 ,2016. https://w3id.org/ro-id/d18e59ae-ff07-4d59-a113-0202d37202aa." . . . . "Documents" . . . . . . "Wokflow" . . . . "CalibrationWorkflow.t2flow" . . "7159"^^ . "https://api.rohub.org/api/resources/2d7a787e-aa3b-4f2d-b83a-f7f403927b77/download/" . . "2016-03-11 08:35:13.404000+00:00" . "2022-03-25 16:34:25.931149+00:00" . . "ChangeDetectionWorflow.t2flow" . "2016-03-11 08:35:13.404000+00:00" . . . . . "6670"^^ . "https://api.rohub.org/api/resources/40a547f1-04e8-449a-b8c7-990efe8979d9/download/" . . "2016-03-11 08:34:48.903000+00:00" . "2022-03-25 16:34:26.928335+00:00" . . "CalibrationWorkflow.t2flow" . "2016-03-11 08:34:48.903000+00:00" . . . . "ChangeDetectionWorflow.t2flow" . . "25727"^^ . "https://api.rohub.org/api/resources/8104d943-ea58-49c7-a701-d30d068523e6/download/" . . "2016-03-11 08:34:26.608000+00:00" . "2022-03-25 16:34:23.719861+00:00" . . "LandMonitoringWorkflow.t2flow" . "2016-03-11 08:34:26.608000+00:00" . . . . . "11466"^^ . "https://api.rohub.org/api/resources/8594202e-9f60-4e54-ad9f-d2359d60e835/download/" . . "2016-03-11 11:51:20.645000+00:00" . "2022-03-25 16:34:24.687253+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . "Land_Monitoring_Workflow_conclusions.docx" . "2016-03-11 11:51:20.645000+00:00" . . . . . "3150939"^^ . "https://api.rohub.org/api/resources/b116a635-2cd2-4c3d-babc-a92e87753a67/download/" . . "2016-03-11 08:40:42.045000+00:00" . "2022-03-25 16:34:27.793051+00:00" . "application/pdf" . . "Sentinel-1_User_Handbook.pdf" . "2016-03-11 08:40:42.045000+00:00" . . . . "LandMonitoringWorkflow.t2flow" . . "54130"^^ . "https://api.rohub.org/api/resources/d4a24cd7-4e65-4aeb-b751-51c23837b968/download/" . . "2016-03-11 08:33:08.200000+00:00" . "2022-03-25 16:34:29.627661+00:00" . "image/png" . . "ChangeDetectionWorkflowChain.png" . "2016-03-11 08:33:08.200000+00:00" . . . . . "12037"^^ . "https://api.rohub.org/api/resources/ec23ccfe-ceea-4bc0-b129-75c3238d3d63/download/" . . "2016-03-11 11:48:32.006000+00:00" . "2022-03-25 16:34:28.620739+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . "Land_Monitoring_Workflow_hypothesis.docx" . "2016-03-11 11:48:32.006000+00:00" . . . . . "heritage mission" . "2.585961921000284" . "9.1" . . "opposite" . "1.834862385321101" . "6.2" . . "geosciences" . "13.850684028604018" . "0.31724029779434204" . . "atmospheric sciences" . "78.1177901124589" . "2.0325206220149994" . . "sentinel mission data acquisition" . "2.131287297527707" . "7.5" . . "European Space Agency" . "2.2129570237331624" . "6.9" . . "payload" . "2.1604024859425865" . "7.3" . . "size" . "2.693104468777745" . "9.1" . . "life sciences (general)" . "19.373018192810438" . "0.4437255263328552" . . "impact" . "5.420141116100063" . "16.9" . . "Ecosystem" . "Environment/Nature/Ecosystem" . . "anomaly" . "3.91276459268762" . "12.2" . . "mapping capability" . "4.2057402671213415" . "14.8" . . "anomaly" . "3.1962118970109503" . "10.8" . . ". . . . Sentinel Mission Data Acquisition and (NRT) Production .................................................... . . . . Sentinel Collaborative Data Products .................................................................................. . . . . Sentinel Data Product Dissemination and Access ............................................................... . . . . Innovative Tools and Applications ....................................................................................... . . . . Sentinel complimentary Calibration/Validation activities ................." . "4.057553956834532" . "14.1" . . "astronautics" . "40.98360655737705" . "22.5" . . "instrument payload" . "2.4154589371980677" . "8.5" . . "sample size" . "16.1409491332765" . "56.8" . . "The Land Monitoring RO allows to monitor urban, built-up and natural environments in order to identify certain features and anomalies or changes over Areas of Interest." . "21.8705035971223" . "76.0" . . "mission" . "3.3441846700207165" . "11.3" . . "Synthetic aperture radar (SAR) sensors represent an alternative to optical ones for monitoring environments, especially considering change detection analysis." . "13.640287769784173" . "47.4" . . "communications and radar" . "66.77629777858554" . "1.5294647216796875" . . "earth resources and remote sensing" . "13.850684028604018" . "0.31724029779434204" . . "sentinel family" . "3.752405388069275" . "11.7" . . "geology" . "21.882209887541087" . "0.5693458914756775" . . "detection" . "2.0525978191148173" . "6.4" . . "Europe" . . . "Even though the proposed fully automated SAR-based technique overcomes some limitations of previous methods, further technological and methodological improvements are necessary for SAR-based change detection to match the mapping capability of high-quality optical data." . "5.72661870503597" . "19.9" . . "synthetic aperture radar" . "5.163566388710713" . "16.1" . . "Electrical appliance" . "Economy, business and finance/Economic sector/Manufacturing and engineering/Electrical appliance" . . "physics" . "4.553734061930784" . "2.5" . . "tweak the classifier" . "7.956805910770106" . "28.0" . . "change detection analysis" . "4.688832054560955" . "16.5" . . "land Monitoring workflow" . "23.245240125035522" . "81.8" . . "sample" . "3.9656703166617344" . "13.4" . . "SENTINEL USER GUIDE ............................................................................." . "4.690647482014389" . "16.3" . . "sample" . "4.457985888389993" . "13.9" . . "workflow" . "4.842847979474022" . "15.1" . . "Prepared by Sentinel Team" . "4.575539568345324" . "15.9" . . "- Tweaking the classifier has potentially more impact than tweaking the features." . "11.39568345323741" . "39.6" . . "feature" . "7.783367860313701" . "26.299999999999997" . . "French Guiana" . "1.8940514945250075" . "6.4" . . "Monitoring" . "5.772931366260424" . "18.0" . . "conclusion" . "2.5336754329698525" . "7.9" . . "decision" . "2.693104468777745" . "9.1" . . "tweak the feature" . "3.296391020176187" . "11.6" . . "aerospace engineering" . "31.876138433515482" . "17.5" . . "Software" . "Economy, business and finance/Economic sector/Computing and information technology/Software" . . "system" . "10.59485054749926" . "35.8" . . "classifier" . "5.4749926013613495" . "18.5" . . "sentinel B" . "2.7280477408354646" . "9.6" . . "Enhanced image processing algorithms and a better exploitation of image archives are required to facilitate the use of microwave remote-sensing data for monitoring change dynamics in specific areas." . "7.798561151079137" . "27.1" . . "sentinel user guide" . "1.534526854219949" . "5.4" . . "sensor" . "2.020525978191148" . "6.3" . . "orbit characteristic" . "3.353225348110259" . "11.8" . . "natural environment" . "4.6463450725066595" . "15.7" . . "European Space Agency" . "3.9360757620597813" . "13.3" . . "earth sciences" . "21.882209887541087" . "0.5693458914756775" . . "workflow" . "3.9952648712636876" . "13.5" . . "Land Monitoring Workflow." . "6.877697841726619" . "23.9" . . "description" . "2.1808851828094933" . "6.8" . . "This is in part related to the small sample size." . "7.223021582733813" . "25.1" . . "sentinel data product dissemination" . "1.9039499857914182" . "6.7" . . "European Space Agency" . . . "Monitoring workflow" . "1.3356067064506962" . "4.7" . . "French Guiana" . . . "baseline" . "4.746632456703015" . "14.8" . . "feature" . "6.735086593970494" . "21.0" . . "Land Monitoring RO" . "5.965362411802438" . "18.6" . . "geophysics" . "9.65391621129326" . "5.3" . . "sentinel mission guide" . "4.5467462347257745" . "16.0" . . "microwave remote-sensing data" . "2.585961921000284" . "9.1" . . "Armed forces" . "Politics/Government/Defence/Armed forces" . . "life sciences" . "19.373018192810438" . "0.4437255263328552" . . "computer science" . "12.932604735883425" . "7.1" . . "sentinel satellite" . "1.953240603728914" . "6.6" . . "classifier" . "6.350224502886466" . "19.8" . . "engineering" . "66.77629777858554" . "1.5294647216796875" . . "impact" . "5.001479727730097" . "16.9" . . "Book industry" . "Economy, business and finance/Economic sector/Media/Book industry" . . "country" . "2.18999704054454" . "7.4" . . "technique" . "3.4316869788325848" . "10.7" . . "sar-based technique" . "2.4154589371980677" . "8.5" . . "Conclusions\n\n- The results obtained are better than the baseline, but not statistically significant." . "10.129496402877699" . "35.2" . . "certain feature" . "2.813299232736573" . "9.9" . . "natural environment" . "5.676715843489416" . "17.7" . . "IT-computer sciences" . "Science and technology/Technology and engineering/IT-computer sciences" . . "size" . "2.9185375240538804" . "9.1" . . "revision" . "1.9236460491269607" . "6.5" . . "earth sciences" . "78.1177901124589" . "2.0325206220149994" . . "Science and technology" . "Science and technology" . . "The SENTINEL mission comprises a constellation of two polar orbiting satellites, operating day and night performing C \nband synthetic aperture radar imaging, enabling them to acquire imagery regardless of the weather." . "2.014388489208633" . "7.0" . . "image archive" . "2.188121625461779" . "7.7" . . "description" . "2.3675643681562595" . "8.0" . . "service-account-enrichment" . . "service-account-generation-service" . . "http://emanuele79.livejournal.com/" . . . . . "change detection" . . "military" . . "European Space Agency" . . "image processing algorithm" . . "Pierre Potin" . . "Synthetic aperture radar" . . "SAR-based technique" . . "Sentinel" . . "Products" . . "French Guiana" . . "Level" . . "MISSION" . . "Date" . . "Reason" . . "Segment" . . "results" . . "image archive" . . "small sample size" . . . . . . "2016-03-11T15:06:25.156+01:00" . . . . "3040404"^^ . "https://api.rohub.org/api/ros/45a828a4-2697-44b1-aca4-c3a1a168cbeb/crate/download/" . . "2016-03-11 08:32:14.144000+00:00" . "2025-10-20 10:37:26.631769+00:00" . "2016-03-11 08:32:14.144000+00:00" . "The Land Monitoring RO refers to the monitoring of urban, built-up and natural environments to identify certain features and anomalies or changes over areas of interest." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/45a828a4-2697-44b1-aca4-c3a1a168cbeb" . . "Land Monitoring Workflow" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "http://emanuele79.livejournal.com/. \"Land Monitoring Workflow.\" ROHub. Mar 11 ,2016. https://w3id.org/ro-id/45a828a4-2697-44b1-aca4-c3a1a168cbeb." . . . . . . "Wokflow" . . . . "Documents" . . . . . "12037"^^ . "https://api.rohub.org/api/resources/2b953713-279f-4544-a0b9-5a2e7d86d617/download/" . . "2016-03-11 11:48:32.006000+00:00" . "2022-03-25 16:35:39.887280+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . "Land_Monitoring_Workflow_hypothesis.docx" . "2016-03-11 11:48:32.006000+00:00" . . . . . "3150939"^^ . "https://api.rohub.org/api/resources/2cb0f945-b4b1-4f64-b377-e98bad06e041/download/" . . "2016-03-11 08:40:42.045000+00:00" . "2022-03-25 16:35:39.039269+00:00" . "application/pdf" . . "Sentinel-1_User_Handbook.pdf" . "2016-03-11 08:40:42.045000+00:00" . . . . "LandMonitoringWorkflow.t2flow" . . "54130"^^ . "https://api.rohub.org/api/resources/3ba6a55b-31b4-460c-969d-f6967dc2d87e/download/" . . "2016-03-11 08:33:08.200000+00:00" . "2022-03-25 16:35:40.908680+00:00" . "image/png" . . "ChangeDetectionWorkflowChain.png" . "2016-03-11 08:33:08.200000+00:00" . . . . . "6670"^^ . "https://api.rohub.org/api/resources/46cde01b-d938-49a1-8265-1b11fd60f2fb/download/" . . "2016-03-11 08:34:48.903000+00:00" . "2022-03-25 16:35:38.213623+00:00" . . "CalibrationWorkflow.t2flow" . "2016-03-11 08:34:48.903000+00:00" . . . . "ChangeDetectionWorflow.t2flow" . . "25727"^^ . "https://api.rohub.org/api/resources/b3cb42e0-6429-43f5-9591-318d9833e424/download/" . . "2016-03-11 08:34:26.608000+00:00" . "2022-03-25 16:35:35.197940+00:00" . . "LandMonitoringWorkflow.t2flow" . "2016-03-11 08:34:26.608000+00:00" . . . . "CalibrationWorkflow.t2flow" . . "7159"^^ . "https://api.rohub.org/api/resources/dfa63ba7-6079-4610-b293-5752af50b5eb/download/" . . "2016-03-11 08:35:13.404000+00:00" . "2022-03-25 16:35:37.108974+00:00" . . "ChangeDetectionWorflow.t2flow" . "2016-03-11 08:35:13.404000+00:00" . . . . . "11466"^^ . "https://api.rohub.org/api/resources/e4451f7f-50fd-4585-96b5-4e01bd8319cc/download/" . . "2016-03-11 11:51:20.645000+00:00" . "2022-03-25 16:35:36.267868+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . "Land_Monitoring_Workflow_conclusions.docx" . "2016-03-11 11:51:20.645000+00:00" . . . . . "Enhanced image processing algorithms and a better exploitation of image archives are required to facilitate the use of microwave remote-sensing data for monitoring change dynamics in specific areas." . "7.798561151079137" . "27.1" . . "workflow" . "3.6689169357205755" . "12.5" . . "technique" . "3.4250960307298337" . "10.7" . . "Conclusions\n\n- The results obtained are better than the baseline, but not statistically significant." . "10.129496402877699" . "35.2" . . "sample size" . "16.1409491332765" . "56.8" . . "synthetic aperture radar" . "5.1536491677336755" . "16.1" . . "baseline" . "4.737516005121639" . "14.8" . . "natural environment" . "3.713188220230474" . "11.6" . . "Land Monitoring Workflow." . "6.474820143884892" . "22.5" . . "anomaly" . "4.0653008962868125" . "12.7" . . "microwave remote-sensing data" . "2.585961921000284" . "9.1" . . "land Monitoring workflow" . "22.165387894288152" . "78.0" . . "European Space Agency" . "2.2087067861715752" . "6.9" . . "sentinel satellite" . "1.9371881420604637" . "6.6" . . "certain feature" . "3.097470872406934" . "10.9" . . "size" . "2.670971529204579" . "9.1" . . "sentinel B" . "2.7280477408354646" . "9.6" . . "French Guiana" . . . "Land Monitoring RO" . "5.56978233034571" . "17.4" . . ". . . . Sentinel Mission Data Acquisition and (NRT) Production .................................................... . . . . Sentinel Collaborative Data Products .................................................................................. . . . . Sentinel Data Product Dissemination and Access ............................................................... . . . . Innovative Tools and Applications ....................................................................................... . . . . Sentinel complimentary Calibration/Validation activities ................." . "4.057553956834532" . "14.1" . . "sentinel data product dissemination" . "1.9039499857914182" . "6.7" . . "natural environment" . "3.0818902260052834" . "10.5" . . "sentinel user guide" . "1.534526854219949" . "5.4" . . "country" . "1.995890813031993" . "6.8" . . "atmospheric sciences" . "78.1177901124589" . "2.0325206220149994" . . "European Space Agency" . . . "physics" . "4.553734061930784" . "2.5" . . "classifier" . "6.338028169014085" . "19.8" . . "mapping capability" . "4.2057402671213415" . "14.8" . . "Ecosystem" . "Environment/Nature/Ecosystem" . . "aerospace engineering" . "31.876138433515482" . "17.5" . . "tweak the feature" . "3.296391020176187" . "11.6" . . "earth resources and remote sensing" . "13.850684028604018" . "0.31724029779434204" . . "mission" . "3.3167009098914" . "11.3" . . "Book industry" . "Economy, business and finance/Economic sector/Media/Book industry" . . "revision" . "1.9078368065746991" . "6.5" . . "sentinel family" . "3.745198463508323" . "11.7" . . "Even though the proposed fully automated SAR-based technique overcomes some limitations of previous methods, further technological and methodological improvements are necessary for SAR-based change detection to match the mapping capability of high-quality optical data." . "5.72661870503597" . "19.9" . . "instrument payload" . "2.4154589371980677" . "8.5" . . "Monitoring workflow" . "1.278772378516624" . "4.5" . . "heritage mission" . "2.585961921000284" . "9.1" . . "feature" . "7.866157910184913" . "26.799999999999997" . . "sample" . "4.449423815620999" . "13.9" . . "European Space Agency" . "3.903727619606692" . "13.3" . . "sar-based technique" . "2.4154589371980677" . "8.5" . . "feature" . "6.850192061459667" . "21.4" . . "geosciences" . "13.850684028604018" . "0.31724029779434204" . . "anomaly" . "3.3167009098914" . "11.3" . . "astronautics" . "40.98360655737705" . "22.5" . . "change detection analysis" . "4.688832054560955" . "16.5" . . "earth sciences" . "21.882209887541087" . "0.5693458914756775" . . "monitoring" . "3.1690140845070425" . "9.9" . . "Prepared by Sentinel Team" . "4.575539568345324" . "15.9" . . "Armed forces" . "Politics/Government/Defence/Armed forces" . . "image archive" . "2.188121625461779" . "7.7" . . "IT-computer sciences" . "Science and technology/Technology and engineering/IT-computer sciences" . . "description" . "2.348106838861168" . "8.0" . . "monitoring" . "2.6122688582330498" . "8.9" . . "description" . "2.176696542893726" . "6.8" . . "Synthetic aperture radar (SAR) sensors represent an alternative to optical ones for monitoring environments, especially considering change detection analysis." . "13.640287769784173" . "47.4" . . "- Tweaking the classifier has potentially more impact than tweaking the features." . "11.39568345323741" . "39.6" . . "impact" . "5.409731113956465" . "16.9" . . "tweak the classifier" . "7.956805910770106" . "28.0" . . "size" . "2.9129321382842512" . "9.1" . . "life sciences (general)" . "19.373018192810438" . "0.4437255263328552" . . "workflow" . "4.449423815620999" . "13.9" . . "communications and radar" . "66.77629777858554" . "1.5294647216796875" . . "sample" . "3.9330789550924568" . "13.4" . . "engineering" . "66.77629777858554" . "1.5294647216796875" . . "sentinel mission data acquisition" . "2.131287297527707" . "7.5" . . "geology" . "21.882209887541087" . "0.5693458914756775" . . "sentinel mission guide" . "4.5467462347257745" . "16.0" . . "The SENTINEL mission comprises a constellation of two polar orbiting satellites, operating day and night performing C \nband synthetic aperture radar imaging, enabling them to acquire imagery regardless of the weather." . "2.014388489208633" . "7.0" . . "The Land Monitoring RO refers to the monitoring of urban, built-up and natural environments to identify certain features and anomalies or changes over areas of interest." . "22.273381294964032" . "77.4" . . "earth sciences" . "78.1177901124589" . "2.0325206220149994" . . "life sciences" . "19.373018192810438" . "0.4437255263328552" . . "orbit characteristic" . "3.353225348110259" . "11.8" . . "computer science" . "12.932604735883425" . "7.1" . . "impact" . "4.960375697094217" . "16.9" . . "Software" . "Economy, business and finance/Economic sector/Computing and information technology/Software" . . "detection" . "2.0486555697823303" . "6.4" . . "geophysics" . "9.65391621129326" . "5.3" . . "decision" . "2.670971529204579" . "9.1" . . "This is in part related to the small sample size." . "7.223021582733813" . "25.1" . . "SENTINEL USER GUIDE ............................................................................." . "4.690647482014389" . "16.3" . . "conclusion" . "2.528809218950064" . "7.9" . . "system" . "10.507778103903727" . "35.8" . . "Europe" . . . "classifier" . "5.429997064866452" . "18.5" . . "Electrical appliance" . "Economy, business and finance/Economic sector/Manufacturing and engineering/Electrical appliance" . . "payload" . "2.142647490460816" . "7.3" . . "Monitoring" . "5.217669654289373" . "16.3" . . "Science and technology" . "Science and technology" . . "French Guiana" . "1.8784854710889347" . "6.4" . . "service-account-enrichment" . . "service-account-generation-service" . . "http://emanuele79.livejournal.com/" . . . . "sentinel user guide" . . "military" . . "sentinel mission data acquisition" . . "sentinel satellite" . . "title sentinel user handbook" . . "European Space Agency" . . "Pierre Potin" . . "Sentinel" . . "Products" . . "payload data ground segment" . . "French Guiana" . . "Level" . . "MISSION" . . "Date" . . "Reason" . . "Segment" . . "Document" . . "satellite description" . . . . . . "2016-03-11T15:04:44.660+01:00" . . . "3040289"^^ . "https://api.rohub.org/api/ros/4d228be1-e395-4a7c-a8e4-a704a3556090/crate/download/" . . "2016-03-11 08:32:14.144000+00:00" . "2025-10-20 10:37:11.409929+00:00" . "2016-03-11 08:32:14.144000+00:00" . "The Land Monitoring RO refers to the monitoring of urban, built-up and natural environments to identify certain features and anomalies or changes over areas of interest." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/4d228be1-e395-4a7c-a8e4-a704a3556090" . . "Land Monitoring Workflow" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "http://emanuele79.livejournal.com/. \"Land Monitoring Workflow.\" ROHub. Mar 11 ,2016. https://w3id.org/ro-id/4d228be1-e395-4a7c-a8e4-a704a3556090." . . . . "Documents" . . . . . . "Wokflow" . . . . . "11466"^^ . "https://api.rohub.org/api/resources/2e9a5183-8f61-4912-95c0-26abd64ede42/download/" . . "2016-03-11 11:51:20.645000+00:00" . "2022-03-25 16:36:11.744201+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . "Land_Monitoring_Workflow_conclusions.docx" . "2016-03-11 11:51:20.645000+00:00" . . . . . "3150939"^^ . "https://api.rohub.org/api/resources/45fad927-133c-4479-91e6-c40125a6efbc/download/" . . "2016-03-11 08:40:42.045000+00:00" . "2022-03-25 16:36:14.782702+00:00" . "application/pdf" . . "Sentinel-1_User_Handbook.pdf" . "2016-03-11 08:40:42.045000+00:00" . . . . . "6670"^^ . "https://api.rohub.org/api/resources/629578b9-b937-461c-9e1b-3c010f2a2a9b/download/" . . "2016-03-11 08:34:48.903000+00:00" . "2022-03-25 16:36:13.489008+00:00" . . "CalibrationWorkflow.t2flow" . "2016-03-11 08:34:48.903000+00:00" . . . . "ChangeDetectionWorflow.t2flow" . . "25727"^^ . "https://api.rohub.org/api/resources/b53c9c8e-4083-47e2-ab85-594d539e2b0c/download/" . . "2016-03-11 08:34:26.608000+00:00" . "2022-03-25 16:36:10.820683+00:00" . . "LandMonitoringWorkflow.t2flow" . "2016-03-11 08:34:26.608000+00:00" . . . . "CalibrationWorkflow.t2flow" . . "7159"^^ . "https://api.rohub.org/api/resources/c864feb8-469d-4c9b-8692-1b17fb9aba05/download/" . . "2016-03-11 08:35:13.404000+00:00" . "2022-03-25 16:36:12.582734+00:00" . . "ChangeDetectionWorflow.t2flow" . "2016-03-11 08:35:13.404000+00:00" . . . . "LandMonitoringWorkflow.t2flow" . . "54130"^^ . "https://api.rohub.org/api/resources/c9eb5034-4ce2-478e-959c-5cdaf2d900bd/download/" . . "2016-03-11 08:33:08.200000+00:00" . "2022-03-25 16:36:16.617160+00:00" . "image/png" . . "ChangeDetectionWorkflowChain.png" . "2016-03-11 08:33:08.200000+00:00" . . . . . "12037"^^ . "https://api.rohub.org/api/resources/e8f36e30-98e2-43d9-a79e-941831722ac9/download/" . . "2016-03-11 11:48:32.006000+00:00" . "2022-03-25 16:36:15.616142+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . "Land_Monitoring_Workflow_hypothesis.docx" . "2016-03-11 11:48:32.006000+00:00" . . . . . "aerospace engineering" . "31.876138433515482" . "17.5" . . "size" . "2.9129321382842512" . "9.1" . . "tweak the feature" . "3.296391020176187" . "11.6" . . "sar-based technique" . "2.4154589371980677" . "8.5" . . "geosciences" . "13.850684028604018" . "0.31724029779434204" . . "computer science" . "12.932604735883425" . "7.1" . . "system" . "10.507778103903727" . "35.8" . . "European Space Agency" . . . "description" . "2.348106838861168" . "8.0" . . "sentinel user guide" . "1.534526854219949" . "5.4" . . "country" . "1.995890813031993" . "6.8" . . "sample" . "4.449423815620999" . "13.9" . . "sentinel B" . "2.7280477408354646" . "9.6" . . "- Tweaking the classifier has potentially more impact than tweaking the features." . "11.39568345323741" . "39.6" . . "sentinel mission data acquisition" . "2.131287297527707" . "7.5" . . "Armed forces" . "Politics/Government/Defence/Armed forces" . . "classifier" . "5.429997064866452" . "18.5" . . "conclusion" . "2.528809218950064" . "7.9" . . "heritage mission" . "2.585961921000284" . "9.1" . . "sample size" . "16.1409491332765" . "56.8" . . "microwave remote-sensing data" . "2.585961921000284" . "9.1" . . "earth sciences" . "21.882209887541087" . "0.5693458914756775" . . "sentinel family" . "3.745198463508323" . "11.7" . . "change detection analysis" . "4.688832054560955" . "16.5" . . "French Guiana" . "1.8784854710889347" . "6.4" . . "life sciences (general)" . "19.373018192810438" . "0.4437255263328552" . . "physics" . "4.553734061930784" . "2.5" . . "description" . "2.176696542893726" . "6.8" . . "The SENTINEL mission comprises a constellation of two polar orbiting satellites, operating day and night performing C \nband synthetic aperture radar imaging, enabling them to acquire imagery regardless of the weather." . "2.014388489208633" . "7.0" . . "classifier" . "6.338028169014085" . "19.8" . . "Land Monitoring RO" . "5.56978233034571" . "17.4" . . "land Monitoring workflow" . "22.165387894288152" . "78.0" . . "sample" . "3.9330789550924568" . "13.4" . . "orbit characteristic" . "3.353225348110259" . "11.8" . . "engineering" . "66.77629777858554" . "1.5294647216796875" . . "technique" . "3.4250960307298337" . "10.7" . . "tweak the classifier" . "7.956805910770106" . "28.0" . . "Conclusions\n\n- The results obtained are better than the baseline, but not statistically significant." . "10.129496402877699" . "35.2" . . "geology" . "21.882209887541087" . "0.5693458914756775" . . "Book industry" . "Economy, business and finance/Economic sector/Media/Book industry" . . "baseline" . "4.737516005121639" . "14.8" . . "The Land Monitoring RO refers to the monitoring of urban, built-up and natural environments to identify certain features and anomalies or changes over areas of interest." . "22.273381294964032" . "77.4" . . "SENTINEL USER GUIDE ............................................................................." . "4.690647482014389" . "16.3" . . "Monitoring" . "5.217669654289373" . "16.3" . . "This is in part related to the small sample size." . "7.223021582733813" . "25.1" . . "impact" . "4.960375697094217" . "16.9" . . "revision" . "1.9078368065746991" . "6.5" . . "Software" . "Economy, business and finance/Economic sector/Computing and information technology/Software" . . "communications and radar" . "66.77629777858554" . "1.5294647216796875" . . "certain feature" . "3.097470872406934" . "10.9" . . "Even though the proposed fully automated SAR-based technique overcomes some limitations of previous methods, further technological and methodological improvements are necessary for SAR-based change detection to match the mapping capability of high-quality optical data." . "5.72661870503597" . "19.9" . . "Ecosystem" . "Environment/Nature/Ecosystem" . . "Electrical appliance" . "Economy, business and finance/Economic sector/Manufacturing and engineering/Electrical appliance" . . "French Guiana" . . . "Monitoring workflow" . "1.278772378516624" . "4.5" . . "workflow" . "3.6689169357205755" . "12.5" . . "European Space Agency" . "2.2087067861715752" . "6.9" . . "Science and technology" . "Science and technology" . . "anomaly" . "3.3167009098914" . "11.3" . . "Prepared by Sentinel Team" . "4.575539568345324" . "15.9" . . "earth sciences" . "78.1177901124589" . "2.0325206220149994" . . "IT-computer sciences" . "Science and technology/Technology and engineering/IT-computer sciences" . . "earth resources and remote sensing" . "13.850684028604018" . "0.31724029779434204" . . "European Space Agency" . "3.903727619606692" . "13.3" . . "feature" . "6.850192061459667" . "21.4" . . "natural environment" . "3.713188220230474" . "11.6" . . "life sciences" . "19.373018192810438" . "0.4437255263328552" . . "atmospheric sciences" . "78.1177901124589" . "2.0325206220149994" . . ". . . . Sentinel Mission Data Acquisition and (NRT) Production .................................................... . . . . Sentinel Collaborative Data Products .................................................................................. . . . . Sentinel Data Product Dissemination and Access ............................................................... . . . . Innovative Tools and Applications ....................................................................................... . . . . Sentinel complimentary Calibration/Validation activities ................." . "4.057553956834532" . "14.1" . . "instrument payload" . "2.4154589371980677" . "8.5" . . "sentinel satellite" . "1.9371881420604637" . "6.6" . . "sentinel mission guide" . "4.5467462347257745" . "16.0" . . "mission" . "3.3167009098914" . "11.3" . . "Europe" . . . "Enhanced image processing algorithms and a better exploitation of image archives are required to facilitate the use of microwave remote-sensing data for monitoring change dynamics in specific areas." . "7.798561151079137" . "27.1" . . "feature" . "7.866157910184913" . "26.799999999999997" . . "Land Monitoring Workflow." . "6.474820143884892" . "22.5" . . "decision" . "2.670971529204579" . "9.1" . . "astronautics" . "40.98360655737705" . "22.5" . . "mapping capability" . "4.2057402671213415" . "14.8" . . "synthetic aperture radar" . "5.1536491677336755" . "16.1" . . "geophysics" . "9.65391621129326" . "5.3" . . "natural environment" . "3.0818902260052834" . "10.5" . . "sentinel data product dissemination" . "1.9039499857914182" . "6.7" . . "detection" . "2.0486555697823303" . "6.4" . . "monitoring" . "3.1690140845070425" . "9.9" . . "impact" . "5.409731113956465" . "16.9" . . "anomaly" . "4.0653008962868125" . "12.7" . . "payload" . "2.142647490460816" . "7.3" . . "workflow" . "4.449423815620999" . "13.9" . . "Synthetic aperture radar (SAR) sensors represent an alternative to optical ones for monitoring environments, especially considering change detection analysis." . "13.640287769784173" . "47.4" . . "size" . "2.670971529204579" . "9.1" . . "monitoring" . "2.6122688582330498" . "8.9" . . "image archive" . "2.188121625461779" . "7.7" . . "service-account-enrichment" . . "service-account-generation-service" . . "http://emanuele79.livejournal.com/" . . . . . . . . . . . "65e769be-d0b2-401e-996b-c5a4afb49cb6.rdf" . . . "annotations/572dfc14-5d3d-4245-bc9b-87e2209cf271" . . . "RO samples" . . . . . "military" . . "data selection" . . "SatCen" . . "service information" . . "social media information" . . "archived data" . . "programming" . . "building industry" . . "Sentinel" . . "data provenance" . . "Elizabeth" . . "use" . . "user" . . "user" . . "sensing" . . "analysis" . . "Everest" . . "Monitoring" . . "communities" . . "LAND" . . "land monitoring data" . . "case" . . "changes" . . "data privacy" . . "information" . . "techniques" . . . . . . "2016-02-24T17:27:21.745+01:00" . . . . "3410577"^^ . "https://api.rohub.org/api/ros/81063ed1-cac7-4ef6-9e3b-21a2e134ebd2/crate/download/" . . "2016-02-24 16:08:48.221000+00:00" . "2025-10-18 11:56:40.477819+00:00" . "2016-02-24 16:08:48.221000+00:00" . "This is a RO created for Land Monitoring Activities" . "application/ld+json" . . . . . . . . . "https://w3id.org/ro-id/81063ed1-cac7-4ef6-9e3b-21a2e134ebd2" . . "Land Monitoring RO" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "http://emanuele79.livejournal.com/. \"Land Monitoring RO.\" ROHub. Feb 24 ,2016. https://w3id.org/ro-id/81063ed1-cac7-4ef6-9e3b-21a2e134ebd2." . . . . "manuals" . . . "datasets" . . . "biblio" . . . "workflows" . . . "RO samples" . . . . . "3150939"^^ . "https://api.rohub.org/api/resources/48b045b1-6e8b-40d6-906a-eae9b700f7ca/download/" . . "2016-02-24 16:13:07.590000+00:00" . "2022-03-25 16:36:47.758876+00:00" . "application/pdf" . . "Sentinel 1 Handbook" . "2016-02-24 16:13:07.590000+00:00" . . . . . "11466"^^ . "https://api.rohub.org/api/resources/885aee33-f35b-4958-a83c-1a3895f951d6/download/" . . "2016-02-24 16:23:47.807000+00:00" . "2022-03-25 16:36:44.706586+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . "Land Monitoring - conclusions.docx" . "2016-02-24 16:23:47.807000+00:00" . . . . . "450219"^^ . "https://api.rohub.org/api/resources/c9c7726b-6070-44c4-a40b-402912c646fe/download/" . . "2016-02-24 16:21:45.123000+00:00" . "2022-03-25 16:36:45.642194+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . "LAND MONITORING-hypotesis.docx" . "2016-02-24 16:21:45.123000+00:00" . . . . . "24968"^^ . "https://api.rohub.org/api/resources/ddc168b8-216d-4eb4-b997-111b8f998f5f/download/" . . "2016-02-24 16:09:17.223000+00:00" . "2022-03-25 16:36:43.842776+00:00" . "image/png" . . "imgTest.png" . "2016-02-24 16:09:17.223000+00:00" . . . . . "2020" . . "computer science" . "41.54929577464788" . "47.2" . . "description" . "1.6202049082678105" . "6.8" . . "land monitoring use case" . "1.0309278350515463" . "3.4" . . "heritage mission" . "2.7592480291085506" . "9.1" . . "baseline" . "3.526328329759352" . "14.8" . . "European Union" . . . "engineering" . "44.81040662436906" . "1.1378629207611084" . . "data" . "2.7710257656781723" . "11.4" . . "Sentinel user handbook" . "1.3341419041843543" . "4.4" . . "activity" . "3.0384054448225575" . "12.5" . . "environmental science and management" . "57.03765932858587" . "1.9248507618904114" . . "IT-computer sciences" . "Science and technology/Technology and engineering/IT-computer sciences" . . "classifier" . "4.496840058337384" . "18.5" . . "SENTINEL USER GUIDE ............................................................................." . "4.520244037714919" . "16.3" . . "Monitoring activity" . "2.031534263189812" . "6.7" . . "French Guiana" . . . "Monitoring RO." . "1.0006064281382656" . "3.3" . . "Science and technology" . "Science and technology" . . "Monitoring" . "11.26995472956874" . "47.3" . . "earth resources and remote sensing" . "37.71514992396501" . "0.9576942920684814" . . "impact" . "4.1079241614000965" . "16.9" . . "sentinel mission data acquisition" . "2.274105518496058" . "7.5" . . "Land Monitoring RO. This is a RO created for Land Monitoring Activities" . "27.73155851358846" . "100.0" . . "operational scenario" . "8.02954491303312" . "33.7" . . "in 2006 and 2010" . . "politics" . "2.288732394366197" . "2.6" . . "feature" . "3.9863879436071947" . "16.4" . . "methodology" . "6.123421491541578" . "25.7" . . "Ro" . "5.493437044239184" . "22.6" . . "land Monitoring activity" . "10.491206791995149" . "34.6" . . "in Feb-2016" . . "country" . "6.0281964025279535" . "24.8" . . "small sample size" . "1.0309278350515463" . "3.4" . . "communications and radar" . "44.81040662436906" . "1.1378629207611084" . . "activity" . "3.454848701453419" . "14.5" . . "sentinel family" . "3.8598999285203717" . "16.2" . . "land Monitoring RO." . "16.73741661613099" . "55.2" . . "aerospace engineering" . "15.404929577464788" . "17.5" . . "Prepared by Sentinel Team" . "4.409317803660565" . "15.9" . . "atmospheric sciences" . "42.96234067141413" . "1.4498507678508759" . . "to create and access data/text mining tools as well as of automatic tools for processing high volumes of data;" . "1.0537992235163616" . "3.8" . . "sentinel data product dissemination" . "2.031534263189812" . "6.7" . . "instrument payload" . "2.5773195876288657" . "8.5" . . "orbit characteristic" . "3.5779260157671313" . "11.8" . . "output" . "1.701507049100632" . "7.0" . . "mission" . "1.4772456516559447" . "6.2" . . "software" . "8.098591549295772" . "9.2" . . "Language" . "Arts, culture and entertainment/Culture/Language" . . "mission" . "2.746718522119592" . "11.3" . . "feature" . "2.382654276864427" . "10.0" . . "sentinel mission guide" . "4.851425106124924" . "16.0" . . "Ro" . "6.766738146294973" . "28.4" . . "life sciences (general)" . "17.474443451665934" . "0.4437255263328552" . . "Europe" . . . "decision" . "2.2119591638308216" . "9.1" . . "classifier" . "4.717655468191565" . "19.8" . . "size" . "2.2119591638308216" . "9.1" . . "workflow" . "9.64974982130093" . "40.5" . . "geosciences" . "37.71514992396501" . "0.9576942920684814" . . "sentinel B" . "2.9108550636749544" . "9.6" . . "tweak the feature" . "3.51728320194057" . "11.6" . . "sample" . "3.3118894448415537" . "13.9" . . "information" . "2.527953330092368" . "10.4" . . "Conclusions\n\n- The results obtained are better than the baseline, but not statistically significant." . "9.76150859678314" . "35.2" . . "system" . "3.2085561497326207" . "13.2" . . "data" . "1.5963783654991661" . "6.7" . . "Armed forces" . "Politics/Government/Defence/Armed forces" . . "earth sciences" . "42.96234067141413" . "1.4498507678508759" . . "European Space Agency" . . . "tweak the classifier" . "8.489993935718617" . "28.0" . . "land" . "2.12056230640934" . "8.9" . . "size" . "2.1682153919466285" . "9.1" . . "workflow" . "12.129314535731648" . "49.9" . . "sample" . "3.2571706368497813" . "13.4" . . "Everest" . . . "payload" . "1.7744287797763734" . "7.3" . . ". . . . Sentinel Mission Data Acquisition and (NRT) Production .................................................... . . . . Sentinel Collaborative Data Products .................................................................................. . . . . Sentinel Data Product Dissemination and Access ............................................................... . . . . Innovative Tools and Applications ....................................................................................... . . . . Sentinel complimentary Calibration/Validation activities ................." . "3.910149750415973" . "14.1" . . "conclusion" . "1.8822968787228973" . "7.9" . . "Armed forces" . "Politics/Government/Defence/Armed forces" . . "law" . "12.852112676056336" . "14.6" . . "description" . "1.9445794846864366" . "8.0" . . "European Space Agency" . "3.232863393291201" . "13.3" . . "With respect to the use of open data, dedicated satellites under the Copernicus[footnoteRef:1] programme can guarantee open and up-to-date information through a set of services dedicated to environmental and security issues." . "0.9983361064891846" . "3.6" . . "sample size" . "17.22255912674348" . "56.8" . . "This is in part related to the small sample size." . "6.9606211869107035" . "25.1" . . "astronautics" . "19.806338028169012" . "22.5" . . "The SENTINEL mission comprises a constellation of two polar orbiting satellites, operating day and night performing C \nband synthetic aperture radar imaging, enabling them to acquire imagery regardless of the weather." . "1.9412090959511923" . "7.0" . . "life sciences" . "17.474443451665934" . "0.4437255263328552" . . "- Tweaking the classifier has potentially more impact than tweaking the features." . "10.98169717138103" . "39.6" . . "sentinel mode" . "0.9702850212249848" . "3.2" . . "impact" . "4.026685727900881" . "16.9" . . "Software" . "Economy, business and finance/Economic sector/Computing and information technology/Software" . . "sentinel user guide" . "1.6373559733171619" . "5.4" . . "Book industry" . "Economy, business and finance/Economic sector/Media/Book industry" . . "Land monitoring is a issue common to a number of user communities; the main aim is to provide useful information to those entities that have to make informed decisions to address environmental, scientific, humanitarian, health, political and security issues as well as to adopt sustainable management practices." . "27.73155851358846" . "100.0" . . "environmental sciences" . "57.03765932858587" . "1.9248507618904114" . . "European Space Agency" . "1.6440314510364546" . "6.9" . . "community" . "1.8473505104521148" . "7.6" . . "service-account-enrichment" . . "service-account-generation-service" . . "http://emanuele79.livejournal.com/" . . . . . . . . . . . "65e769be-d0b2-401e-996b-c5a4afb49cb6.rdf" . . . "annotations/572dfc14-5d3d-4245-bc9b-87e2209cf271" . . . "RO samples" . . . . . "military" . . "data selection" . . "SatCen" . . "service information" . . "social media information" . . "archived data" . . "programming" . . "building industry" . . "Sentinel" . . "data provenance" . . "Elizabeth" . . "use" . . "user" . . "user" . . "sensing" . . "analysis" . . "Everest" . . "Monitoring" . . "communities" . . "LAND" . . "land monitoring data" . . "case" . . "changes" . . "data privacy" . . "information" . . "techniques" . . . . . . "2016-02-24T17:27:21.745+01:00" . . . . "3410623"^^ . "https://api.rohub.org/api/ros/2d50b9a1-5eb8-46b2-a135-04c0db5da7e6/crate/download/" . . "2016-02-24 16:08:48.221000+00:00" . "2025-10-18 11:56:27.862244+00:00" . "2016-02-24 16:08:48.221000+00:00" . "This is a RO created for Land Monitoring Activities" . "application/ld+json" . . . . . . . . . "https://w3id.org/ro-id/2d50b9a1-5eb8-46b2-a135-04c0db5da7e6" . . "Land Monitoring RO" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "http://emanuele79.livejournal.com/. \"Land Monitoring RO.\" ROHub. Feb 24 ,2016. https://w3id.org/ro-id/2d50b9a1-5eb8-46b2-a135-04c0db5da7e6." . . . "datasets" . . . "RO samples" . . . . "manuals" . . . "workflows" . . . "biblio" . . . . . "450219"^^ . "https://api.rohub.org/api/resources/0182cb87-8d24-4b3a-afcc-2299d138cd6f/download/" . . "2016-02-24 16:21:45.123000+00:00" . "2022-03-25 16:37:16.304854+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . "LAND MONITORING-hypotesis.docx" . "2016-02-24 16:21:45.123000+00:00" . . . . . "24968"^^ . "https://api.rohub.org/api/resources/370f3a5d-aa2a-4a02-af8e-87ac453eee55/download/" . . "2016-02-24 16:09:17.223000+00:00" . "2022-03-25 16:37:14.517159+00:00" . "image/png" . . "imgTest.png" . "2016-02-24 16:09:17.223000+00:00" . . . . . "3150939"^^ . "https://api.rohub.org/api/resources/b68deac2-deac-47ac-8af0-0c9bd19d3f58/download/" . . "2016-02-24 16:13:07.590000+00:00" . "2022-03-25 16:37:18.681313+00:00" . "application/pdf" . . "Sentinel 1 Handbook" . "2016-02-24 16:13:07.590000+00:00" . . . . . "11466"^^ . "https://api.rohub.org/api/resources/d5501788-252c-4c8d-b4d0-070356a92b91/download/" . . "2016-02-24 16:23:47.807000+00:00" . "2022-03-25 16:37:15.403789+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . "Land Monitoring - conclusions.docx" . "2016-02-24 16:23:47.807000+00:00" . . . . . "size" . "2.2119591638308216" . "9.1" . . "environmental sciences" . "57.03765932858587" . "1.9248507618904114" . . "European Space Agency" . "3.232863393291201" . "13.3" . . "description" . "1.9445794846864366" . "8.0" . . "tweak the feature" . "3.51728320194057" . "11.6" . . "Europe" . . . "operational scenario" . "8.02954491303312" . "33.7" . . "Monitoring RO." . "1.0006064281382656" . "3.3" . . "sentinel data product dissemination" . "2.031534263189812" . "6.7" . . "impact" . "4.1079241614000965" . "16.9" . . "small sample size" . "1.0309278350515463" . "3.4" . . "software" . "8.098591549295772" . "9.2" . . "land Monitoring RO." . "16.73741661613099" . "55.2" . . "European Union" . . . "size" . "2.1682153919466285" . "9.1" . . "sentinel user guide" . "1.6373559733171619" . "5.4" . . "Conclusions\n\n- The results obtained are better than the baseline, but not statistically significant." . "9.76150859678314" . "35.2" . . "classifier" . "4.496840058337384" . "18.5" . . "environmental science and management" . "57.03765932858587" . "1.9248507618904114" . . "in Feb-2016" . . "Everest" . . . "engineering" . "44.81040662436906" . "1.1378629207611084" . . "geosciences" . "37.71514992396501" . "0.9576942920684814" . . "life sciences (general)" . "17.474443451665934" . "0.4437255263328552" . . "classifier" . "4.717655468191565" . "19.8" . . "orbit characteristic" . "3.5779260157671313" . "11.8" . . "Ro" . "5.493437044239184" . "22.6" . . "system" . "3.2085561497326207" . "13.2" . . "The SENTINEL mission comprises a constellation of two polar orbiting satellites, operating day and night performing C \nband synthetic aperture radar imaging, enabling them to acquire imagery regardless of the weather." . "1.9412090959511923" . "7.0" . . "conclusion" . "1.8822968787228973" . "7.9" . . "sentinel family" . "3.8598999285203717" . "16.2" . . "sentinel mode" . "0.9702850212249848" . "3.2" . . "SENTINEL USER GUIDE ............................................................................." . "4.520244037714919" . "16.3" . . "Prepared by Sentinel Team" . "4.409317803660565" . "15.9" . . "land" . "2.12056230640934" . "8.9" . . "Land Monitoring RO. This is a RO created for Land Monitoring Activities" . "27.73155851358846" . "100.0" . . "Sentinel user handbook" . "1.3341419041843543" . "4.4" . . "Ro" . "6.766738146294973" . "28.4" . . "decision" . "2.2119591638308216" . "9.1" . . "Science and technology" . "Science and technology" . . "to create and access data/text mining tools as well as of automatic tools for processing high volumes of data;" . "1.0537992235163616" . "3.8" . . "impact" . "4.026685727900881" . "16.9" . . "feature" . "2.382654276864427" . "10.0" . . "tweak the classifier" . "8.489993935718617" . "28.0" . . "land monitoring use case" . "1.0309278350515463" . "3.4" . . "Armed forces" . "Politics/Government/Defence/Armed forces" . . "French Guiana" . . . "mission" . "1.4772456516559447" . "6.2" . . "output" . "1.701507049100632" . "7.0" . . "Language" . "Arts, culture and entertainment/Culture/Language" . . "2020" . . "sample size" . "17.22255912674348" . "56.8" . . "data" . "1.5963783654991661" . "6.7" . . "sentinel mission data acquisition" . "2.274105518496058" . "7.5" . . "life sciences" . "17.474443451665934" . "0.4437255263328552" . . "sample" . "3.3118894448415537" . "13.9" . . "activity" . "3.454848701453419" . "14.5" . . "methodology" . "6.123421491541578" . "25.7" . . "in 2006 and 2010" . . "feature" . "3.9863879436071947" . "16.4" . . "Armed forces" . "Politics/Government/Defence/Armed forces" . . "With respect to the use of open data, dedicated satellites under the Copernicus[footnoteRef:1] programme can guarantee open and up-to-date information through a set of services dedicated to environmental and security issues." . "0.9983361064891846" . "3.6" . . "- Tweaking the classifier has potentially more impact than tweaking the features." . "10.98169717138103" . "39.6" . . "country" . "6.0281964025279535" . "24.8" . . "Book industry" . "Economy, business and finance/Economic sector/Media/Book industry" . . "payload" . "1.7744287797763734" . "7.3" . . "Software" . "Economy, business and finance/Economic sector/Computing and information technology/Software" . . "This is in part related to the small sample size." . "6.9606211869107035" . "25.1" . . "earth resources and remote sensing" . "37.71514992396501" . "0.9576942920684814" . . "instrument payload" . "2.5773195876288657" . "8.5" . . "atmospheric sciences" . "42.96234067141413" . "1.4498507678508759" . . "Land monitoring is a issue common to a number of user communities; the main aim is to provide useful information to those entities that have to make informed decisions to address environmental, scientific, humanitarian, health, political and security issues as well as to adopt sustainable management practices." . "27.73155851358846" . "100.0" . . "aerospace engineering" . "15.404929577464788" . "17.5" . . "politics" . "2.288732394366197" . "2.6" . . "sentinel B" . "2.9108550636749544" . "9.6" . . "workflow" . "12.129314535731648" . "49.9" . . "sentinel mission guide" . "4.851425106124924" . "16.0" . . "European Space Agency" . "1.6440314510364546" . "6.9" . . "workflow" . "9.64974982130093" . "40.5" . . "community" . "1.8473505104521148" . "7.6" . . "law" . "12.852112676056336" . "14.6" . . "Monitoring" . "11.26995472956874" . "47.3" . . "description" . "1.6202049082678105" . "6.8" . . ". . . . Sentinel Mission Data Acquisition and (NRT) Production .................................................... . . . . Sentinel Collaborative Data Products .................................................................................. . . . . Sentinel Data Product Dissemination and Access ............................................................... . . . . Innovative Tools and Applications ....................................................................................... . . . . Sentinel complimentary Calibration/Validation activities ................." . "3.910149750415973" . "14.1" . . "information" . "2.527953330092368" . "10.4" . . "data" . "2.7710257656781723" . "11.4" . . "baseline" . "3.526328329759352" . "14.8" . . "computer science" . "41.54929577464788" . "47.2" . . "activity" . "3.0384054448225575" . "12.5" . . "IT-computer sciences" . "Science and technology/Technology and engineering/IT-computer sciences" . . "land Monitoring activity" . "10.491206791995149" . "34.6" . . "mission" . "2.746718522119592" . "11.3" . . "Monitoring activity" . "2.031534263189812" . "6.7" . . "earth sciences" . "42.96234067141413" . "1.4498507678508759" . . "sample" . "3.2571706368497813" . "13.4" . . "astronautics" . "19.806338028169012" . "22.5" . . "heritage mission" . "2.7592480291085506" . "9.1" . . "European Space Agency" . . . "communications and radar" . "44.81040662436906" . "1.1378629207611084" . . "service-account-enrichment" . . "service-account-generation-service" . . "http://emanuele79.livejournal.com/" . . . . "military" . . "data selection" . . "SatCen" . . "service information" . . "social media information" . . "archived data" . . "programming" . . "building industry" . . "Sentinel" . . "data provenance" . . "Elizabeth" . . "use" . . "user" . . "user" . . "sensing" . . "analysis" . . "Everest" . . "Monitoring" . . "communities" . . "LAND" . . "land monitoring data" . . "case" . . "changes" . . "data privacy" . . "information" . . "techniques" . . . . . . "2016-02-24T17:25:00.127+01:00" . . . "3409372"^^ . "https://api.rohub.org/api/ros/94f3ec01-2fc1-4d36-9d33-df988345c96b/crate/download/" . . "2016-02-24 16:08:48.221000+00:00" . "2025-10-18 11:56:15.168592+00:00" . "2016-02-24 16:08:48.221000+00:00" . "This is a RO created for Land Monitoring Activities" . "application/ld+json" . . . . . . . . "https://w3id.org/ro-id/94f3ec01-2fc1-4d36-9d33-df988345c96b" . . "Land Monitoring RO" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "http://emanuele79.livejournal.com/. \"Land Monitoring RO.\" ROHub. Feb 24 ,2016. https://w3id.org/ro-id/94f3ec01-2fc1-4d36-9d33-df988345c96b." . . . "workflows" . . . "datasets" . . . . "manuals" . . . "biblio" . . . . . "24968"^^ . "https://api.rohub.org/api/resources/7064747c-169d-40fb-9756-15d56b9e574b/download/" . . "2016-02-24 16:09:17.223000+00:00" . "2022-03-25 16:37:45.006847+00:00" . "image/png" . . "imgTest.png" . "2016-02-24 16:09:17.223000+00:00" . . . . . "450219"^^ . "https://api.rohub.org/api/resources/770a0193-5dc6-4eec-b278-e392994716e0/download/" . . "2016-02-24 16:21:45.123000+00:00" . "2022-03-25 16:37:46.854978+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . "LAND MONITORING-hypotesis.docx" . "2016-02-24 16:21:45.123000+00:00" . . . . . "11466"^^ . "https://api.rohub.org/api/resources/87037202-5ae1-4bfb-8303-a24c0d520357/download/" . . "2016-02-24 16:23:47.807000+00:00" . "2022-03-25 16:37:45.836419+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . "Land Monitoring - conclusions.docx" . "2016-02-24 16:23:47.807000+00:00" . . . . . "3150939"^^ . "https://api.rohub.org/api/resources/9afe342c-ac1d-4c8c-89b0-0e9492b685be/download/" . . "2016-02-24 16:13:07.590000+00:00" . "2022-03-25 16:37:48.918998+00:00" . "application/pdf" . . "Sentinel 1 Handbook" . "2016-02-24 16:13:07.590000+00:00" . . . . . "sentinel user guide" . "1.6373559733171619" . "5.4" . . "mission" . "2.746718522119592" . "11.3" . . "in 2006 and 2010" . . "impact" . "4.026685727900881" . "16.9" . . "software" . "8.098591549295772" . "9.2" . . "Conclusions\n\n- The results obtained are better than the baseline, but not statistically significant." . "9.76150859678314" . "35.2" . . "European Space Agency" . "3.232863393291201" . "13.3" . . "Europe" . . . "environmental science and management" . "57.03765932858587" . "1.9248507618904114" . . "- Tweaking the classifier has potentially more impact than tweaking the features." . "10.98169717138103" . "39.6" . . "sentinel family" . "3.8598999285203717" . "16.2" . . "Monitoring RO." . "1.0006064281382656" . "3.3" . . "Software" . "Economy, business and finance/Economic sector/Computing and information technology/Software" . . "2020" . . "conclusion" . "1.8822968787228973" . "7.9" . . "law" . "12.852112676056336" . "14.6" . . "environmental sciences" . "57.03765932858587" . "1.9248507618904114" . . "activity" . "3.454848701453419" . "14.5" . . "European Space Agency" . . . "land Monitoring activity" . "10.491206791995149" . "34.6" . . "system" . "3.2085561497326207" . "13.2" . . "SENTINEL USER GUIDE ............................................................................." . "4.520244037714919" . "16.3" . . "sample size" . "17.22255912674348" . "56.8" . . "sentinel mode" . "0.9702850212249848" . "3.2" . . "earth resources and remote sensing" . "37.71514992396501" . "0.9576942920684814" . . "Book industry" . "Economy, business and finance/Economic sector/Media/Book industry" . . "Sentinel user handbook" . "1.3341419041843543" . "4.4" . . "Armed forces" . "Politics/Government/Defence/Armed forces" . . "instrument payload" . "2.5773195876288657" . "8.5" . . "information" . "2.527953330092368" . "10.4" . . "operational scenario" . "8.02954491303312" . "33.7" . . "The SENTINEL mission comprises a constellation of two polar orbiting satellites, operating day and night performing C \nband synthetic aperture radar imaging, enabling them to acquire imagery regardless of the weather." . "1.9412090959511923" . "7.0" . . "Land monitoring is a issue common to a number of user communities; the main aim is to provide useful information to those entities that have to make informed decisions to address environmental, scientific, humanitarian, health, political and security issues as well as to adopt sustainable management practices." . "27.73155851358846" . "100.0" . . "computer science" . "41.54929577464788" . "47.2" . . "sample" . "3.3118894448415537" . "13.9" . . "land Monitoring RO." . "16.73741661613099" . "55.2" . . "size" . "2.2119591638308216" . "9.1" . . "Monitoring" . "11.26995472956874" . "47.3" . . "astronautics" . "19.806338028169012" . "22.5" . . "small sample size" . "1.0309278350515463" . "3.4" . . "tweak the classifier" . "8.489993935718617" . "28.0" . . "to create and access data/text mining tools as well as of automatic tools for processing high volumes of data;" . "1.0537992235163616" . "3.8" . . "data" . "1.5963783654991661" . "6.7" . . "aerospace engineering" . "15.404929577464788" . "17.5" . . "community" . "1.8473505104521148" . "7.6" . . "Ro" . "5.493437044239184" . "22.6" . . "classifier" . "4.496840058337384" . "18.5" . . "geosciences" . "37.71514992396501" . "0.9576942920684814" . . "data" . "2.7710257656781723" . "11.4" . . "IT-computer sciences" . "Science and technology/Technology and engineering/IT-computer sciences" . . "This is in part related to the small sample size." . "6.9606211869107035" . "25.1" . . "Land Monitoring RO. This is a RO created for Land Monitoring Activities" . "27.73155851358846" . "100.0" . . "land monitoring use case" . "1.0309278350515463" . "3.4" . . "earth sciences" . "42.96234067141413" . "1.4498507678508759" . . "French Guiana" . . . "methodology" . "6.123421491541578" . "25.7" . . "Language" . "Arts, culture and entertainment/Culture/Language" . . "country" . "6.0281964025279535" . "24.8" . . "life sciences" . "17.474443451665934" . "0.4437255263328552" . . ". . . . Sentinel Mission Data Acquisition and (NRT) Production .................................................... . . . . Sentinel Collaborative Data Products .................................................................................. . . . . Sentinel Data Product Dissemination and Access ............................................................... . . . . Innovative Tools and Applications ....................................................................................... . . . . Sentinel complimentary Calibration/Validation activities ................." . "3.910149750415973" . "14.1" . . "impact" . "4.1079241614000965" . "16.9" . . "land" . "2.12056230640934" . "8.9" . . "decision" . "2.2119591638308216" . "9.1" . . "Science and technology" . "Science and technology" . . "in Feb-2016" . . "output" . "1.701507049100632" . "7.0" . . "Ro" . "6.766738146294973" . "28.4" . . "size" . "2.1682153919466285" . "9.1" . . "sentinel B" . "2.9108550636749544" . "9.6" . . "workflow" . "12.129314535731648" . "49.9" . . "communications and radar" . "44.81040662436906" . "1.1378629207611084" . . "baseline" . "3.526328329759352" . "14.8" . . "politics" . "2.288732394366197" . "2.6" . . "workflow" . "9.64974982130093" . "40.5" . . "Monitoring activity" . "2.031534263189812" . "6.7" . . "sentinel data product dissemination" . "2.031534263189812" . "6.7" . . "description" . "1.9445794846864366" . "8.0" . . "life sciences (general)" . "17.474443451665934" . "0.4437255263328552" . . "sample" . "3.2571706368497813" . "13.4" . . "mission" . "1.4772456516559447" . "6.2" . . "description" . "1.6202049082678105" . "6.8" . . "European Union" . . . "activity" . "3.0384054448225575" . "12.5" . . "With respect to the use of open data, dedicated satellites under the Copernicus[footnoteRef:1] programme can guarantee open and up-to-date information through a set of services dedicated to environmental and security issues." . "0.9983361064891846" . "3.6" . . "Prepared by Sentinel Team" . "4.409317803660565" . "15.9" . . "engineering" . "44.81040662436906" . "1.1378629207611084" . . "sentinel mission data acquisition" . "2.274105518496058" . "7.5" . . "European Space Agency" . "1.6440314510364546" . "6.9" . . "sentinel mission guide" . "4.851425106124924" . "16.0" . . "orbit characteristic" . "3.5779260157671313" . "11.8" . . "payload" . "1.7744287797763734" . "7.3" . . "heritage mission" . "2.7592480291085506" . "9.1" . . "feature" . "2.382654276864427" . "10.0" . . "feature" . "3.9863879436071947" . "16.4" . . "Armed forces" . "Politics/Government/Defence/Armed forces" . . "Everest" . . . "atmospheric sciences" . "42.96234067141413" . "1.4498507678508759" . . "classifier" . "4.717655468191565" . "19.8" . . "tweak the feature" . "3.51728320194057" . "11.6" . . "service-account-enrichment" . . "service-account-generation-service" . . . "http://tahsl.livejournal.com/" . . . "United Kingdom" . . "model element" . . "GIS raster data" . . "workflow description" . . "datasets" . . "workflow" . . "nets" . . "impact" . . "hazard" . . "forecast" . "2.6887871853546907" . "4.7" . . "ensemble rainfall" . "4.628890662410216" . "5.8" . . "kind" . "3.4897025171624714" . "6.1" . . "footprint" . "5.118961788031724" . "7.1" . . "environmental sciences" . "61.02558789258154" . "0.9478866457939148" . . "List of software used to generate elements in the workflow e.g. G2G modelling of SWF footprint" . "5.162827640984909" . "6.5" . . "description" . "3.032036613272311" . "5.3" . . "Language" . "Arts, culture and entertainment/Culture/Language" . . "hazard impact modelling context" . "4.628890662410216" . "5.8" . . "computer science" . "17.801047120418847" . "3.4" . . "data" . "3.6041189931350113" . "6.3" . . "guidance" . "3.432494279176201" . "6.0" . . "Hazard Impact Model Development" . "15.35688536409517" . "21.3" . . "ensemble surface runoff forecast" . "2.5538707102952913" . "3.2" . . "early warning system" . "10.011441647597254" . "17.5" . . "GIS database" . "2.633679169992019" . "3.3" . . "software" . "25.13089005235602" . "4.8" . . "workflow" . "4.3258832011535695" . "6.0" . . "development of early warning systems" . "13.248204309656826" . "16.6" . . "Datasets specific to hazard footprints e.g. MetOffice observed rainfall data and ensemble forecast rainfall (GIS gridded raster data)" . "6.910246227164415" . "8.7" . . "ensemble" . "6.350114416475973" . "11.100000000000001" . . "hazard" . "13.482335976928624" . "18.7" . . "dataset" . "9.153318077803203" . "16.0" . . "impact" . "13.501144164759724" . "23.6" . . "Hardware" . "Economy, business and finance/Economic sector/Computing and information technology/Hardware" . . "impact" . "13.554434030281184" . "18.8" . . "geosciences" . "100.0" . "0.8209701478481293" . . "earth sciences" . "38.97441210741846" . "0.6053743362426758" . . "chance" . "10.583524027459953" . "18.5" . . "workflow" . "4.519450800915331" . "7.9" . . "geographic information system" . "3.832951945080091" . "6.7" . . "early warning system" . "13.266041816870944" . "18.4" . . "Weather" . "Weather" . . "RO. Ro" . "3.5913806863527533" . "4.5" . . "United Kingdom" . "15.42898341744773" . "21.4" . . "system" . "5.892448512585812" . "10.3" . . "United Kingdom" . . . "Software" . "Economy, business and finance/Economic sector/Computing and information technology/Software" . . "footprint" . "5.3775743707093815" . "9.4" . . "element" . "3.4607065609228553" . "4.8" . . "Description of datasets and primary purpose in hazard impact modelling context e.g. ensemble rainfall forecast input to G2G to yield ensemble surface runoff forecasts" . "8.498808578236696" . "10.7" . . "workflow description" . "3.750997605746209" . "4.7" . . "hazard impact modelling workflow" . "2.3942537909018355" . "3.0" . . "Hazard Impact Model Development RO. Ro" . "47.88507581803671" . "60.0" . . "earth resources and remote sensing" . "100.0" . "0.8209701478481293" . . "IT-computer sciences" . "Science and technology/Technology and engineering/IT-computer sciences" . . "GIS" . "3.6770007209805335" . "5.1" . . "database" . "57.06806282722513" . "10.9" . . "database" . "2.6315789473684204" . "4.6" . . "dataset" . "4.974765681326605" . "6.9" . . "impacts within the UK" . "5.107741420590583" . "6.4" . . "method" . "3.893294881038212" . "5.4" . . "Hazard Impact Model Development RO. RO to facilitate development of early warning systems for natural hazards and their impacts within the UK." . "79.42811755361397" . "100.0" . . "natural hazard" . "9.577015163607342" . "12.0" . . "geophysics" . "38.97441210741846" . "0.6053743362426758" . . "description" . "3.4607065609228553" . "4.8" . . "United Kingdom" . "11.899313501144164" . "20.8" . . "environmental science and management" . "61.02558789258154" . "0.9478866457939148" . . . . . . "2016-02-02T13:43:52.345+01:00" . . . "38304"^^ . "https://api.rohub.org/api/ros/fb83ce4a-bcbd-4708-984a-c67bdbc10bdd/crate/download/" . . "2016-01-25 15:51:30.922000+00:00" . "2025-10-18 11:56:03.731636+00:00" . "2016-01-25 15:51:30.922000+00:00" . "RO to facilitate development of early warning systems for natural hazards and their impacts within the UK." . "application/ld+json" . . . . . . . "https://w3id.org/ro-id/fb83ce4a-bcbd-4708-984a-c67bdbc10bdd" . . "Hazard Impact Model Development RO" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "http://tahsl.livejournal.com/. \"Hazard Impact Model Development RO.\" ROHub. Jan 25 ,2016. https://w3id.org/ro-id/fb83ce4a-bcbd-4708-984a-c67bdbc10bdd." . . . "input data" . . . "method notes" . . . "definitions" . . . . . . "framework" . . . "workflow" . . . "publications" . . . "case study" . . . "validation" . . . "risk" . . . "rainfall observed" . . . "software" . . . "generic datasets" . . . "standards" . . . "rainfall forecast" . . . "hazards" . . . . "processing" . . . "intermediary" . . . "input" . . . "used" . . . . . . "documentation" . . . "impacts" . . . . . . . . . "data" . . . "produced" . . . "methodology guidance" . . . "user guides" . . . "impact library" . . . "output" . . . . . "20825"^^ . "https://api.rohub.org/api/resources/d23349d6-dd05-4568-9b79-f78022de0693/download/" . . "2016-01-25 17:35:00.034000+00:00" . "2022-03-25 16:40:24.570337+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . "NHP Research Object Hackathon v2.docx" . "2016-01-25 17:35:00.034000+00:00" . . . . . "service-account-enrichment" . . "service-account-generation-service" . . "http://rapw3k.livejournal.com/" . . . . "input data Multitemporal InSAR image data" . . "SBAS InSAR data processing" . . "processing method" . . "SBAS method" . . "programming" . . "velocities" . . "GPS" . . "telecommunications" . . "file" . . "residuals" . . "ground" . . . . . . "2016-01-22T14:47:35.818+01:00" . . . "749686"^^ . "https://api.rohub.org/api/ros/85dd9dc0-7231-454e-b3c6-ca619c8d4df2/crate/download/" . . "2016-01-22 11:43:56.224000+00:00" . "2025-10-18 11:55:41.598421+00:00" . "2016-01-22 11:43:56.224000+00:00" . "Ground deformation mapping is a typical use case for this VRC. It may be carried out by different researchers on different volcanoes or even on the same volcano" . "application/ld+json" . . . . . . "https://w3id.org/ro-id/85dd9dc0-7231-454e-b3c6-ca619c8d4df2" . . "Volcano deformation mapping" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Please make sure that this workflow is executable" . "http://rapw3k.livejournal.com/. \"Volcano deformation mapping.\" ROHub. Jan 22 ,2016. https://w3id.org/ro-id/85dd9dc0-7231-454e-b3c6-ca619c8d4df2." . . . . "output" . . . . . . "data" . . . "figures" . . . "used" . . . . "connected" . . . "figures" . . . "produced" . . . "web services" . . . "compilers" . . . "software" . . . "manuals" . . . "publications" . . . . . "documentation" . . . "configuration files" . . . . "main" . . . . . . "processing" . . . . . "workflows" . . . "annotations" . . . "scripts" . . . "input" . . . "consumption" . . . . . "13779"^^ . "https://api.rohub.org/api/resources/0640ba54-ab25-47fb-a73a-2bf3762217f6/download/" . . "2016-01-22 12:00:03.236000+00:00" . "2022-03-25 16:41:49.808434+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . "SBAS InSAR data processing using SarScape.docx" . "2016-01-22 12:00:03.236000+00:00" . . . . . "13665"^^ . "https://api.rohub.org/api/resources/38cea6c2-1621-41d2-8eb5-5c028f5dddf4/download/" . . "2016-01-22 12:17:20.473000+00:00" . "2022-03-25 16:41:47.859397+00:00" . "image/jpeg" . . "volano-def.jpg" . "2016-01-22 12:17:20.473000+00:00" . . . . . "12804"^^ . "https://api.rohub.org/api/resources/52c75270-985b-4705-80ee-053bb3eff72e/download/" . . "2016-01-22 12:02:23.324000+00:00" . "2022-03-25 16:41:48.903620+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . "CC-BY-NC4" . "Validation of ground velocities using InSAR ground deformation and GPS.docx" . "2016-01-22 12:02:23.324000+00:00" . . . . "702905"^^ . "https://api.rohub.org/api/resources/61d312ce-035d-4006-9ce0-98afffda9b5d/download/" . . "2016-01-22 12:23:54.578000+00:00" . "2022-03-25 16:41:45.477209+00:00" . "application/zip" . . "vel_masked2.zip" . "2016-01-22 12:23:54.578000+00:00" . "This is a compressed file of all the output results" . . . . . "script" . "3.0653266331658293" . "6.1" . . "ground velocity file" . "7.529055078322385" . "14.9" . . "SarScape software interface" . "8.388074785245074" . "16.6" . . "It may be carried out by different researchers on different volcanoes or even on the same volcano" . "7.288765088207985" . "15.7" . . "geosciences" . "100.0" . "0.8578767776489258" . . "soil" . "3.558576569372251" . "8.9" . . "Volcanic eruption" . "Disaster, accident and emergency incident/Disaster/Natural disasters/Volcanic eruption" . . "geology" . "100.0" . "0.9990125894546509" . . "use case" . "3.6683417085427137" . "7.3" . . "SBAS method" . "5.305709954522486" . "10.5" . . "IT-computer sciences" . "Science and technology/Technology and engineering/IT-computer sciences" . . "software interface" . "3.0653266331658293" . "6.1" . . "mapping" . "12.11515393842463" . "30.3" . . "same volcano" . "1.5159171298635674" . "3.0" . . "Ground deformation mapping is a typical use case for this VRC." . "25.580315691736303" . "55.1" . . "global positioning system" . "4.998000799680128" . "12.5" . . "processing SW SarScape" . "6.2152602324406265" . "12.3" . . "SarScape" . "5.8291457286432165" . "11.6" . . "Natural disasters" . "Disaster, accident and emergency incident/Disaster/Natural disasters" . . "data" . "4.278288684526189" . "10.7" . . "volcano" . "4.398240703718512" . "11.0" . . "processing" . "2.3990403838464616" . "6.0" . . "telecommunications" . "6.578947368421052" . "2.5" . . "Activities\tOpens ArcMap interface\tLoad ground velocity file to validate and test files (they should have the same Line of Sight \tRun scripts to compare two raster ground velocity files and calculate the statistics of residuals." . "10.53853296193129" . "22.7" . . "result" . "2.4390243902439024" . "6.1" . . "input data" . "4.321608040201005" . "8.6" . . "different researcher" . "0.8590197069226883" . "1.7" . . "ground deformation mapping" . "31.985851440121273" . "63.3" . . "earth sciences" . "100.0" . "0.9990125894546509" . . "ground" . "8.190954773869347" . "16.3" . . "line of sight run script" . "2.2233451237998993" . "4.4" . . "velocity" . "5.728643216080402" . "11.4" . . "ground" . "4.358256697321072" . "10.9" . . "WF steps\tUser selects the appropriate InSAR and DEM data for the processing." . "4.8282265552460535" . "10.4" . . "volcano" . "5.678391959798995" . "11.3" . . "mapping" . "15.477386934673367" . "30.8" . . "volcano deformation mapping" . "13.996968165740272" . "27.7" . . "input data Multitemporal InSAR image data" . "6.06366851945427" . "12.0" . . "vertical redundancy check" . "2.5589764094362257" . "6.4" . . "validation" . "2.3115577889447234" . "4.6" . . "Science and technology" . "Science and technology" . . "data" . "4.623115577889447" . "9.2" . . "law" . "8.157894736842104" . "3.1" . . "computer programming" . "9.210526315789474" . "3.5" . . "processing" . "2.613065326633166" . "5.2" . . "VRC" . "3.3165829145728645" . "6.6" . . "The user runs the SarScape software interface and displays one or more menus and graphic windows to select the input data, the processing method (SBAS) and parameters." . "9.006499535747444" . "19.4" . . "velocity" . "5.557776889244303" . "13.9" . . "programming interface" . "2.7988804478208715" . "7.0" . . "raster" . "2.7189124350259894" . "6.8" . . "Discrimination" . "Society/Discrimination" . . "Computer crime" . "Crime, law and justice/Crime/Computer crime" . . "researcher" . "4.42211055276382" . "8.8" . . "computer science" . "40.26315789473684" . "15.3" . . "GPS" . "5.226130653266332" . "10.4" . . "GPS site velocity" . "5.811015664477009" . "11.5" . . "Workflow Title: \tSBAS InSAR data processing using SarScape" . "7.98514391829155" . "17.2" . . "Workflow Title: \tValidation of ground velocities using InSAR ground deformation and GPS" . "12.070566388115134" . "26.0" . . "input file" . "3.9184326269492207" . "9.8" . . "raster" . "2.814070351758794" . "5.6" . . "deformation" . "11.959798994974875" . "23.8" . . "Volcano deformation mapping." . "13.50974930362117" . "29.1" . . "statistics" . "2.279088364654138" . "5.7" . . "InSAR ground deformation" . "4.143506821627084" . "8.2" . . "user" . "2.9588164734106357" . "7.4" . . "deformation" . "9.636145541783288" . "24.1" . . "SBAS InSAR" . "2.71356783919598" . "5.4" . . "different volcano" . "1.010611419909045" . "2.0" . . "rule" . "2.279088364654138" . "5.7" . . "Input data\tGround velocity file in raster format \tGround velocity file(s) resulting from different analysis methods (e.g. PS, SBAS, mixed), different time periods, or different datasets (e.g. Sentinel-1, ALOS 2, GPS, optical levelling)" . "9.192200557103064" . "19.8" . . "processing method" . "3.1328954017180393" . "6.2" . . "geophysics" . "100.0" . "0.8578767776489258" . . "Capital punishment" . "Crime, law and justice/Law enforcement/Punishment (criminal)/Capital punishment" . . "script" . "2.838864454218313" . "7.1" . . "digital elevation model" . "2.663316582914573" . "5.3" . . "velocity file" . "1.819100555836281" . "3.6" . . "researcher" . "3.358656537385046" . "8.4" . . "software" . "35.78947368421053" . "13.6" . . "service-account-enrichment" . . "service-account-generation-service" . . . "memory" . . "deregulate in HD" . . "HD" . . "participate in epigenetic processes" . . "genetics" . . "research" . . "have an epigenetic role" . . "aim" . "3.7729318103149883" . "10.9" . . "gene deregulation" . "1.8138261464750172" . "5.3" . . "genes involved in HD gene deregulation have an epigenetic role" . "33.34444814938313" . "100.0" . . "participate in epigenetic process" . "0.20533880903490762" . "0.6" . . "web service" . "4.084458290065767" . "11.8" . . "have an epigenetic role" . "0.06844626967830253" . "0.2" . . "life sciences" . "100.0" . "2.662090003490448" . . "chromatin" . "5.430210325047801" . "14.2" . . "HD chromatin analysis" . "10.095824777549623" . "29.5" . . "http" . "3.530633437175493" . "10.2" . . "deregulation" . "11.586998087954111" . "30.3" . . "analysis" . "2.076843198338526" . "6.0" . . "http" . "4.053537284894838" . "10.6" . . "chromatin data interpretation" . "9.68514715947981" . "28.3" . . "HD gene deregulation" . "25.735797399041754" . "75.2" . . "deregulate in HD" . "16.1533196440794" . "47.2" . . "earth sciences" . "67.21141059758304" . "1.1682264804840088" . . "epigenetic role" . "6.536618754277893" . "19.1" . . "research object" . "5.6125941136208075" . "16.4" . . "Animal" . "Human interest/Animal" . . "geochemistry" . "32.78858940241696" . "0.5699106454849243" . . "Genoa" . "20.976116303219108" . "60.6" . . "epigenetic" . "2.942194530979578" . "8.5" . . "chromatin" . "4.7767393561786085" . "13.8" . . "workflow" . "3.6711281070745696" . "9.6" . . "chromatin data interpretation." . "4.268089363121041" . "12.8" . . "geology" . "67.21141059758304" . "1.1682264804840088" . . "role" . "5.469020422291451" . "15.8" . . "information" . "2.872966424368294" . "8.3" . . "system" . "3.703703703703704" . "10.7" . . "web service" . "4.7036328871892925" . "12.3" . . "earth sciences" . "32.78858940241696" . "0.5699106454849243" . . "research" . "4.091778202676864" . "10.7" . . "research" . "4.534440983039114" . "13.1" . . "HD" . "12.313575525812622" . "32.2" . . "role" . "5.621414913957935" . "14.7" . . "chromatin analysis" . "1.0609171800136894" . "3.1" . . "object" . "4.130019120458891" . "10.8" . . "workflow" . "3.0806507442021465" . "8.9" . . "interpretation" . "2.492211838006231" . "7.2" . . "Science and technology" . "Science and technology" . . "life sciences (general)" . "100.0" . "2.662090003490448" . . "epigenetic process" . "17.796030116358658" . "52.0" . . "anni web services" . "5.236139630390144" . "15.3" . . "HD" . "12.253374870197302" . "35.4" . . "Genes deregulated in HD, are participating in epigenetic processes" . "33.34444814938313" . "100.0" . . "Genoa" . "26.080305927342256" . "68.2" . . "gene" . "14.952198852772467" . "39.1" . . "deregulation" . "10.107303565247491" . "29.2" . . "

This research object, was created in order to further analyse and interpret the results from the research object http://sandbox.rohub.org/rodl/ROs/HD_chromatin_analysis/  (HD chromatin analysis). The workflows in this research object are using the anni web services, implemented by the Biosemantics group.

" . "29.043014338112705" . "87.1" . . "data" . "3.365200764818356" . "8.8" . . "Economic policy" . "Economy, business and finance/Economy/Economic policy" . . "gene" . "13.326410522672205" . "38.5" . . . . . . "2014-02-26T14:16:20.355+01:00" . . . "81201"^^ . "https://api.rohub.org/api/ros/f84d00ef-47b2-40b3-af26-099ed7e82f5b/crate/download/" . . "2014-02-21 13:36:32.163000+00:00" . "2025-10-18 11:54:49.104646+00:00" . "2014-02-21 13:36:32.163000+00:00" . "

This research object, was created in order to further analyse and interpret the results from the research object http://sandbox.rohub.org/rodl/ROs/HD_chromatin_analysis/  (HD chromatin analysis). The workflows in this research object are using the anni web services, implemented by the Biosemantics group.

" . "application/ld+json" . . . . . "https://w3id.org/ro-id/f84d00ef-47b2-40b3-af26-099ed7e82f5b" . . "chromatin data interpretation" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Eleni Mina. \"chromatin data interpretation.\" ROHub. Feb 21 ,2014. https://w3id.org/ro-id/f84d00ef-47b2-40b3-af26-099ed7e82f5b." . . . . . . . . "data_interpretation" . . . . . "30787"^^ . "https://api.rohub.org/api/resources/2ea2f7b6-1c15-454f-b62a-e7656bb81db4/download/" . . "2014-02-25 16:10:46.463000+00:00" . "2022-03-25 16:50:57.659485+00:00" . "This workflow lists all IDs and descriptions of the predefined concept set" . . "List Predefined Concept Sets" . "2014-02-25 16:10:46.463000+00:00" . . . . . "69369"^^ . "https://api.rohub.org/api/resources/473e57ab-4056-427a-a8d9-b2c62e9b34d4/download/" . . "2014-02-26 13:14:06.663000+00:00" . "2022-03-25 16:51:01.271983+00:00" . "This workflow takes two concept ids as input and returns the top ranking \"B\" concepts according to Swanson's ABC model of discovery, where the relationships AB and BC are known and reported in the literature, and the implicit relationship AC is a putative new discovery. It might also be the case that AC is already known. In that case AC does not represent a new discovery but will still be returned (see workflow example values). The B concepts are returned sorted on the percentage of the contributions of the individual concepts to the coherence score (the average of the inner product scores of all possible concept pairs within the group).\r\nThis workflow can be used together with other workflows in this pack: http://www.myexperiment.org/packs/282 for functional gene and SNP annotation and knowledge discovery." . . "Explain concept scores" . "2014-02-26 13:14:06.663000+00:00" . . . . . "63"^^ . "https://api.rohub.org/api/resources/5b168f58-186e-4335-8079-2c917c3173e3/download/" . . "2014-02-25 16:03:44.993000+00:00" . "2022-03-25 16:50:58.525827+00:00" . "text/plain" . . "hypothesis.txt" . "2014-02-25 16:03:44.993000+00:00" . . . . . "203555"^^ . "https://api.rohub.org/api/resources/7f5b48a1-083d-4891-b311-b4627ceaa7ab/download/" . . "2014-02-25 16:06:54.756000+00:00" . "2022-03-25 16:51:00.400167+00:00" . "This workflow annotates a comma separated gene list with a predefined concept set as for example Biological processes or Disease/syndrome. To obtain the particular id for each concept set (e.g. \"5\" for Biological processes), the workflow listPredefinedConceptSets needs to run first. The workflow is using the anni web services" . . "Annotate a gene list with Biological processes" . "2014-02-25 16:06:54.756000+00:00" . . . . . "188023"^^ . "https://api.rohub.org/api/resources/840546e9-eecd-455e-b3f7-b1893b29e083/download/" . . "2014-02-25 16:12:14.228000+00:00" . "2022-03-25 16:50:56.779303+00:00" . "This workflow can prioritize genes that are related to a specific concept, e.g. HTT. In order to obtain the concept id of the term that is going to be matched against the gene list, the workflow Get concept suggestions from term, needs to run first. matchConceptProfileList: the gene list we want to match (order) against a particular concept queryConceptProfileList: the concept (or gene list) we want to match the query against" . . "Prioritize gene list related to a concept /list of concepts" . "2014-02-25 16:12:14.228000+00:00" . . . . . "39476"^^ . "https://api.rohub.org/api/resources/cb796e52-689f-4e9e-8842-09612588af02/download/" . . "2014-02-25 16:04:13.823000+00:00" . "2022-03-25 16:50:55.921582+00:00" . "Sketch of the workflows and their explanation, for data interpretation, plus the connection to the output from the RO for chromatin analysis" . "image/png" . . "workflow sketch data interpretation" . "2014-02-25 16:04:13.823000+00:00" . . . . . "41692"^^ . "https://api.rohub.org/api/resources/ccd9b022-3e2d-422b-a5c5-1e12af73b5c7/download/" . . "2014-02-25 16:09:23.429000+00:00" . "2022-03-25 16:50:59.349734+00:00" . "This workflow suggests concept ids that match the query term. The user can run this workflow with any term of interest as for example \"human\", \"htt\", \"Transcription\" etc, and will get suggestions for concept ids together with descriptions. Then can choose the concept id that matches the best to her/his needs and use it to the rest of the CPA workflows" . . "Get concept suggestions from term" . "2014-02-25 16:09:23.429000+00:00" . . . . . "67"^^ . "https://api.rohub.org/api/resources/f97e8e56-b0de-4fda-9e37-352412aa2d3c/download/" . . "2014-02-25 16:03:12.283000+00:00" . "2022-03-25 16:50:54.643219+00:00" . "text/plain" . . "conclusions.txt" . "2014-02-25 16:03:12.283000+00:00" . . . . . "Eleni Mina" . . "Eleni Mina" . . "service-account-enrichment" . . "service-account-generation-service" . . "" . "Earth sciences" . . "environmental monitoring" . "11.420612813370472" . "8.2" . . "environmental monitoring from space" . "11.598746081504702" . "11.1" . . "service-account-enrichment" . . . . "False" . "https://w3id.org/ro-id/d0694eaf-a561-4c9f-9a70-17c296da2140" . "2022-03-29 07:03:12.340483+00:00" . "https://orcid.org/0000-0002-2736-0052" . . . "533964"^^ . "https://api.rohub.org/api/ros/15e9432f-53ee-4ea8-b1a3-6fdcaca7cf9e/crate/download/" . . "2021-12-14 10:41:17.716553+00:00" . "2024-03-05 12:16:56.530781+00:00" . "2021-12-14 10:41:17.716553+00:00" . "Collection and analysis of satellite data to monitor the effects of COVID-19 lockdown on water clarity in the north Adriatic Sea" . "application/ld+json" . . . . . "https://w3id.org/ro-id/15e9432f-53ee-4ea8-b1a3-6fdcaca7cf9e" . . "Analysis from satellite data – Environmental monitoring from space - snapshot" . "Analysis from satellite data – Environmental monitoring from space" . "MANUAL" . "https://w3id.org/ro-id/81696625-5dc7-413b-a2c5-0815dee8dc2a" . "https://w3id.org/ro-id/08e10088-5d06-4d9a-a7a0-7a6bf4a0d199" . "https://w3id.org/ro-id/4266cc91-2256-44f6-b790-90445838a46e" . "https://w3id.org/ro-id/5549dbaf-583c-4c8c-8dfa-a39ad54b848e" . "https://w3id.org/ro-id/6c915ada-20b3-43cf-a69c-8773c78a0eaa" . "https://w3id.org/ro-id/6f7e5fac-e969-4048-9f37-c6b31a3c612e" . "https://w3id.org/ro-id/70d4f966-c4d0-48f5-9fa5-811f884e7b1e" . "https://w3id.org/ro-id/97bb139d-ef31-4724-96c5-ea9425fc7c37" . "https://w3id.org/ro-id/d2a7c5cc-1102-43cd-8f62-288373b07b06" . "https://w3id.org/ro-id/f3594549-487e-496f-9517-0860ce40f088" . "https://w3id.org/ro-id/74dd5244-227a-4a04-b482-735a591fd8c1" . "https://w3id.org/ro-id/b72312be-71d7-47a7-b84c-4bfe2e2e23dd" . "https://w3id.org/ro-id/7b96142d-d1dc-4dd2-9f96-5dd9fb851416" . "https://w3id.org/ro-id/32c4e511-07a6-4aed-8e1e-484785703c49" . "https://w3id.org/ro-id/3ee3f89c-1f32-41b6-a676-baa8abd9d56f" . "https://w3id.org/ro-id/63bbaf66-12ba-4747-88a4-b84d914c3b7e" . "https://w3id.org/ro-id/ac96b0ba-720f-47cb-a2fe-a19e3e7e7713" . "https://w3id.org/ro-id/c922ffbe-2d7f-4489-aaa7-b1aae735efc5" . "https://w3id.org/ro-id/cf67ee27-302a-48bc-a5ee-904c4e50fa3e" . "https://w3id.org/ro-id/d6fe7e21-0924-4201-b407-8df494f726ed" . "https://w3id.org/ro-id/5b45c2e1-bd6d-494f-8f0b-71842e9ff0c6" . "https://w3id.org/ro-id/aa125d6d-2a3d-4e86-a386-fca35f89cfff" . "https://w3id.org/ro-id/14db60f4-ba75-4054-8b25-9588535e5441" . "https://w3id.org/ro-id/3a19afd2-96fe-46f3-a8ff-a00267cec7a9" . "https://w3id.org/ro-id/3bea0d90-d8aa-4e43-9a10-49f192c86cf9" . "https://w3id.org/ro-id/99a7f0a1-d957-45a2-b2db-21a5a4d52bee" . "https://w3id.org/ro-id/ecb76892-a19f-4944-bdbc-7859c36c5de9" . "https://w3id.org/ro-id/6b907ad3-41f5-4c92-a60a-fa30c01895d6" . "https://w3id.org/ro-id/d95b93a0-106a-483a-af39-2d4e03335ad7" . "https://w3id.org/ro-id/f5db11a5-bf5a-4f0e-8924-4cef9408845f" . "Castellan, Giorgio. \"Analysis from satellite data – Environmental monitoring from space.\" ROHub. Dec 14 ,2021. https://doi.org/10.5281/zenodo.6392772." . . . "Discover, subset, download and visualize satellite data stored in a Data Cube from the ADAM Platform" . . "Method" . . . "Results" . . . "Results" . . . "Satellite data on Chl-a and Kd490" . . "Satellite_data" . . . . . "70005"^^ . "https://api.rohub.org/api/resources/190680da-e8f0-45d9-91e0-504523674f2a/download/" . . "2021-12-14 14:33:06.849172+00:00" . "2022-03-29 07:03:09.363944+00:00" . "image/png" . . "Diffuse attenuation coefficient at 490 nm (Kd490) in 2018 in the north Adriatic Sea" . "2021-12-14 14:33:06.849172+00:00" . . . . . "449579"^^ . "https://api.rohub.org/api/resources/34811ef9-67ba-4917-a0f5-a601d5d4f582/download/" . . "2021-12-14 14:38:21.837867+00:00" . "2022-03-29 07:03:07.276437+00:00" . "image/jpeg" . . "Analysis from satellite data – Environmental monitoring from space during COVID-19 lockdown" . "2021-12-14 14:38:21.837867+00:00" . . . . . "https://w3id.org/ro-id/894d3a33-8340-497d-beaf-5b9d85c9bfc7" . . "2021-12-14 10:44:17.433059+00:00" . "2022-03-29 07:03:12.216426+00:00" . "Satellite data on water clarity in the Venice Lagoon during the COVID 19 lockdown" . . "Satellite data on water clarity in the Venice Lagoon during the COVID 19 lockdown" . "2021-12-14 10:44:17.433059+00:00" . . . . . "https://w3id.org/ro-id/34d648b3-0014-4a19-8469-40b9380ca4c3" . . "2021-12-14 10:44:48.894463+00:00" . "2022-03-29 07:03:08.528464+00:00" . "Discover and subset satellite data from the ADAM Platform" . . "Discover and subset satellite data from the ADAM Platform" . "2021-12-14 10:44:48.894463+00:00" . . . . . "68452"^^ . "https://api.rohub.org/api/resources/d1404599-300c-4572-971f-90a3a6a5e72a/download/" . . "2021-12-14 14:32:01.240770+00:00" . "2022-03-29 07:03:10.497073+00:00" . "image/png" . . "Diffuse attenuation coefficient at 490 nm (Kd490) in 2018 in the north Adriatic Sea" . "2021-12-14 14:32:01.240770+00:00" . . . . . "environmental monitoring" . "11.413748378728926" . "8.8" . . "effects of COVID-19 lockdown" . "15.256008359456635" . "14.6" . . "water clarity" . "30.407523510971785" . "29.1" . . "collection" . "11.932555123216602" . "9.2" . . "analysis" . "14.902506963788301" . "10.7" . . "water" . "11.142061281337048" . "8.0" . . "geosciences" . "100.0" . "0.4130299687385559" . . "analysis" . "13.618677042801558" . "10.5" . . "Collection and analysis of satellite data to monitor the effects of COVID-19 lockdown on water clarity in the north Adriatic Sea" . "69.26926926926926" . "69.2" . . "collection" . "13.091922005571032" . "9.4" . . "space" . "5.153203342618385" . "3.7" . . "Adriatic Sea" . "11.142061281337048" . "8.0" . . "earth sciences" . "100.0" . "0.8256934881210327" . . "Satellite technology" . "Economy, business and finance/Economic sector/Computing and information technology/Satellite technology" . . "Adriatic Sea" . "https://www.wikidata.org/wiki/Q13924" . . "clarity" . "12.95264623955432" . "9.3" . . "analysis from satellite data" . "17.03239289446186" . "16.3" . . "geophysics" . "100.0" . "0.4130299687385559" . . "satellite data" . "23.47600518806745" . "18.1" . . "geology" . "100.0" . "0.8256934881210327" . . "clarity" . "12.5810635538262" . "9.7" . . "lockdown" . "14.785992217898833" . "11.4" . . . "result" . "4.735376044568246" . "3.4" . . "covid 19" . "12.191958495460442" . "9.4" . . "Analysis from satellite data –" . "22.02202202202202" . "22.0" . . "analysis of satellite data" . "25.705329153605014" . "24.6" . . "lockdown" . "15.459610027855154" . "11.1" . . "Environmental monitoring from space." . "8.708708708708707" . "8.7" . . "" . "Applied sciences" . . "" . "Climatology" . . "10.13039/501100000781" . "European Commission" . . . . . "https://doi.org/10.5281/zenodo.4543739" . . "2022-03-28 14:18:39.324751+00:00" . "2022-03-29 18:08:07.800368+00:00" . "By deploying JupyterLab with PANGEO, CESM and ESMValTool conda environments as a new Climate Galaxy interactive tool, we are aiming at bridging the gap between climate scientists and non-climate specialists.\n\nGalaxy is an open, web-based platform for accessible, reproducible, and transparent computational research. One of the strength of Galaxy is that it does not require programming experience and allow researchers to easily upload data, run complex tools and workflows in a reproducible manner, and visualize results. Galaxy Climate is quite new and aims at offering tools to everyone interested in Climate Science so that they can analyse and visualize climate data produced by climate scientists. However, climate scientists and in particular climate modellers have very different working practices: they often like to use command lines for running climate models and thanks to the PANGEO community (a community platform for Big Data geoscience) the Jupyter ecosystem has become very popular with several deployments of JupyterHubs dedicated to climate data analysis. By deploying JupyterLab with PANGEO, CESM and ESMValTool conda environments as a new Climate Galaxy interactive tool (https://live.usegalaxy.eu/?tool_id=interactive_tool_climate_notebook), we are aiming at bridging the gap between climate scientists and non-climate specialists. On this poster, we will show typical use cases both for research (https://nordicesmhub.github.io/eosc-nordic-climate-demonstrator/02-use-cases/) and for teaching (https://nordicesmhub.github.io/NEGI-Abisko-2019/intro)." . . "Climate JupyterLab as an interactive tool in Galaxy" . "2022-03-28 14:18:39.324751+00:00" . . . . . "https://doi.org/10.5281/zenodo.6394185" . . "2022-03-29 17:55:05.034625+00:00" . "2022-03-29 18:08:05.535928+00:00" . "This is a tarball for the Docker climate-JupyterLab image - Version 2021-03-18.\n\nTo use it:\n\ndownload the image file docker-climate-notebook-2021-03-18.tar\nload it with docker with the command: docker load --input docker-climate-notebook-2021-03-18.tar\nlaunch the Docker container binding of your data folder (on the local machine) with the /import folder i(inside the container) with the command: docker run -v my_data_folder:/import -p 7777:8888 quay.io/nordicesmhub/docker-climate-notebook:2021-03-18\nstart your favorite web browser and go to: http://localhost:7777/ipython/\nSee https://github.com/NordicESMhub/docker-climate-notebook for more details" . . "Docker climate-JupyterLab image Version 2021-03-18" . "2022-03-29 17:55:05.034625+00:00" . . . . . "https://github.com/NordicESMhub/docker-climate-notebook" . . "2022-03-29 12:01:31.834492+00:00" . "2022-03-29 18:08:06.488065+00:00" . "This github repository contains all the sources required for building the docker containers that are made available in Quay Container Registry." . . "Source code for building the docker container (github repository)" . "2022-03-29 12:01:31.834492+00:00" . . . . . "https://jupyterlab.readthedocs.io/en/stable/" . . "2022-03-28 14:14:45.648769+00:00" . "2022-03-29 18:08:02.576584+00:00" . "Link to the online JupyterLab documentation." . . "JupyterLab Documentation" . "2022-03-28 14:14:45.648769+00:00" . . "University of Freiburg, Freiburg (Germany)" . "bjoern.gruening@gmail.com" . "Björn Grüning" . "0000-0002-3079-6586" . . . . . "https://quay.io/repository/nordicesmhub/docker-climate-notebook" . . "2022-03-29 11:58:28.213223+00:00" . "2022-03-29 18:08:06.281346+00:00" . "These docker images (different tags) correspond to the docker images built for Galaxy Climate JupyterLab.\nThe docker images can be used within Galaxy and as standalone docker images.\nYou can use the same images we use in Galaxy on your local computer or any other platform:\n\n1. Pull an existing image locally\n\ndocker pull quay.io/nordicesmhub/docker-climate-notebook\n\n2. Run a pre-build image from docker registry\n\n3. To start your JupyterLab:\n\ndocker run -p 7777:8888 quay.io/nordicesmhub/docker-climate-notebook\n\nand you will top open a new terminal and start your favorite web browser.\n\nyour running Jupyter Notebook instance on http://localhost:7777/ipython/.\n\nRemark: for reproducibility purpose, we suggest you use a specific tag e.g.\n\ndocker pull quay.io/nordicesmhub/docker-climate-notebook:2021-03-18\n\nThen use the same tag when starting your JupyterLab application:\n\ndocker run -p 7777:8888 quay.io/nordicesmhub/docker-climate-notebook:2021-03-18" . . "Docker images for Galaxy Climate JupyterLab (Quay Container Registry)" . "2022-03-29 11:58:28.213223+00:00" . . . . . "https://raw.githubusercontent.com/NordicESMhub/docker-climate-notebook/ie2/climate-jupyter-galaxy_web.gif" . . "2022-03-29 11:41:30.552728+00:00" . "2022-03-29 18:08:02.662870+00:00" . "This is a gif animated image showing how to start the Galaxy Climate JupyterLab in Galaxy Europe" . "image/gif" . . "How to start Galaxy Climate JupyterLab (gif animated)" . "2022-03-29 11:41:30.552728+00:00" . . . . . "https://raw.githubusercontent.com/NordicESMhub/docker-climate-notebook/ie2/map_vis_Galaxy.gif" . . "2022-03-29 11:43:11.075459+00:00" . "2022-03-29 18:08:03.597880+00:00" . "This is a gif animated image showing some of the functionalities of the Galaxy Climate JupyterLab" . "image/gif" . . "Demo of some of the functionalities of the Galaxy Climate JupyterLab (gif animated)" . "2022-03-29 11:43:11.075459+00:00" . . . "01xtthb56" . "University of Oslo" . . . "04jcwf484" . "Nordic e-Infrastructure Collaboration" . . . "857652" . "EOSC-Nordic" . "EOSC-Nordic" . . . "01840e60-5480-4d82-a6e0-ba8713e1ccc8" . "POINT (7.8337097307667145 48.01044395569975)" . . "10.766601562500002" . "59.921531172441085" . "POINT (10.766601562500002 59.921531172441085)" . . "7.8337097307667145" . "48.01044395569975" . "POINT (7.8337097307667145 48.01044395569975)" . . . "900c168d-9825-4521-a718-87b8ac6bf711" . "POINT (10.766601562500002 59.921531172441085)" . . . . . . "False" . . "2022-03-29 18:08:11.857053+00:00" . . . . . . . "30283"^^ . "https://api.rohub.org/api/ros/cb869c7a-7a89-49dd-9038-b8a05a91dc6e/crate/download/" . . . . "2022-03-26 09:45:54.364171+00:00" . "2025-10-18 11:54:14.993216+00:00" . "2022-03-26 09:45:54.364171+00:00" . "🐳 🔬 📚 Jupyter running in a docker container. This image can be used to integrate Jupyter into Galaxy. This Jupyter Docker container is used by the Galaxy Project and can be installed from the quay.io index (https://quay.io/repository/nordicesmhub/docker-climate-notebook)." . "application/ld+json" . . . . . . . "https://w3id.org/ro-id/cb869c7a-7a89-49dd-9038-b8a05a91dc6e" . "cesm" . "climate" . "docker" . "esmvaltool" . "jupyterlab" . "pangeo" . . "Docker Climate Analysis Jupyter Container - snapshot" . "Docker Climate Analysis Jupyter Container Version 2021-03-18" . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Anne Foilloux, and Björn Grüning. \"Docker Climate Analysis Jupyter Container Version 2021-03-18.\" ROHub. Mar 26 ,2022. https://doi.org/10.24424/6mwg-cq92." . . . "POINT (7.8337097307667145 48.01044395569975)" . . . "POINT (10.766601562500002 59.921531172441085)" . . . . "input" . . . . . . . "tool" . . . . . . "biblio" . . . . . "output" . . . . . "1729"^^ . "https://api.rohub.org/api/resources/a5017748-4c4f-4546-b555-4b1323fce016/download/" . . "2022-03-29 12:08:38.781608+00:00" . "2022-03-29 18:08:11.623739+00:00" . "Default Jupyter Notebook used when starting Galaxy Climate JupyterLab if no other Jupyter Notebook is passed by the user." . . "Default Jupyter Notebook for Galaxy Climate JupyterLab" . "2022-03-29 12:08:38.781608+00:00" . . . . . "6716"^^ . "https://api.rohub.org/api/resources/c8a9d642-c401-43c4-9436-58f866edb277/download/" . . "2022-03-29 12:06:48.073820+00:00" . "2022-03-29 18:08:09.556008+00:00" . "This is the Galaxy Climate JupyterLab tool wrapper used by Galaxy to start the Galaxy Climate JupyterLab on a Galaxy instance." . "application/xml" . . "Galaxy Climate JupyterLab Tool wrapper (xml)" . "2022-03-29 12:06:48.073820+00:00" . . . . . "29705"^^ . "https://api.rohub.org/api/resources/f974c6a2-5fb5-45ae-b19f-03968d55060f/download/" . . "2022-03-29 12:16:49.457762+00:00" . "2022-03-29 18:08:08.669861+00:00" . "Most of the resources and information of this Research Object were created from this Jupyter Notebook." . . "Jupyter Notebook used to create/update this Research Object" . "2022-03-29 12:16:49.457762+00:00" . . . . . "y. This Jupyter Docker container is used by the Galaxy Project and can be installed from the quay.io index (https://quay.io/repository/nordicesmhub/docker-climate-notebo" . "29.59697732997481" . "23.5" . . "computer programming and software" . "100.0" . "0.7481239438056946" . . "Mar-18-2021" . . "Samsung Galaxy" . "26.40990371389271" . "19.2" . . "image" . "10.178817056396149" . "7.4" . . "integrate Jupyter" . "3.556034482758621" . "3.3" . . "atmospheric sciences" . "100.0" . "0.8577955365180969" . . "Docker Climate Analysis Jupyter Container Version 2021-03-18." . "39.42065491183879" . "31.3" . . "http" . "6.155507559395248" . "5.7" . . "r. This image can be used to integrate Jupyter into Gala" . "30.982367758186395" . "24.6" . . 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"Norwegian Meteorological Institute (Norway)" . "oskaral@met.no" . "Oskar Landgren" . "0000-0002-6264-8502" . . "UiO" . "jeani@uio.no" . "Jean Iaquinta" . "0000-0002-8763-1643" . . "Finnish Meteorological Institute (Finland)" . "risto.makkonen@fmi.fi" . "Risto Makkonen" . "0000-0002-8961-3393" . . . "04jcwf484" . "Nordic e-Infrastructure Collaboration" . . . "200505" . "NeIC-NICEST2" . "NICEST2" . . . "12.555999755859377" . "55.67835873246176" . "POINT (12.555999755859377 55.67835873246176)" . . . "289e88e4-f8e2-49f6-ac86-37a26b1d5b72" . "POINT (12.555999755859377 55.67835873246176)" . . . "3262c094-1e9d-47ac-a8a0-64865036b931" . "POINT (16.18921279907227 58.59026697919618)" . . . "525c39e3-74d2-4c7a-ad46-833cb95d16d2" . "POINT (10.72265625 59.94400716933027)" . . "16.18921279907227" . "58.59026697919618" . "POINT (16.18921279907227 58.59026697919618)" . . . "85b27ae2-c22f-4adf-b0fa-a6669981ea9a" . "POINT (24.672546386718754 60.203663175350826)" . . . 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It builds on previous efforts within NICEST (a 3-year NeIC project as of 2017-01) and NordicESM (3-year NordForsk funded project from 2014-12).\n\nNICEST2 activities include: 1) Enhance the performance and optimize and homogenize workflows used, so climate models (like EC-EARTH and NorESM) can be run in an efficient way on future computing resources (like EuroHPC); 2) Widen the usage and expertise on evaluating Earth System Models and develop new diagnostic modules for the Nordic region within the ESMValTool; 3)Create a roadmap for FAIRification of Nordic climate model data." . "application/ld+json" . . . . . . . . "https://w3id.org/ro-id/ed4e6aa2-9db8-452d-9301-ba1606361034" . "EC-EARTH" . "HPC" . "NorESM" . "Nordic" . "climate" . "earth system modelling" . "esm" . . "NeIC NICEST2 Project - snapshot" . "NeIC NICEST2 Project" . . 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"application/pdf" . . "NICEST2 Collaboration Agreement" . "2022-04-01 14:26:58.230734+00:00" . . . . . "1182910"^^ . "https://api.rohub.org/api/resources/9ea437fd-1af0-4a1d-bc68-7af1c3bed34a/download/" . . "2022-04-01 15:18:04.647336+00:00" . "2022-04-01 15:20:30.258581+00:00" . "Achievements of the NeIC NICEST2 project at the beginning of January 2022. This slide is part of a presentation that has been shown during the NeIC AHM22." . "image/png" . . "NICEST2 project outcomes (24th January 2022)" . "2022-04-01 15:18:04.647336+00:00" . . . . . "191598"^^ . "https://api.rohub.org/api/resources/a51d3ea3-89a6-443b-8d22-06f4c3ec71ee/download/" . . "2022-04-01 14:27:49.687557+00:00" . "2022-04-01 15:21:09.531085+00:00" . "Business Case for the NICEST2 project." . "application/pdf" . . "NICEST2 Business Case" . "2022-04-01 14:27:49.687557+00:00" . . . . . "610336"^^ . "https://api.rohub.org/api/resources/cc821096-f0f1-4a81-afd2-e311c899250c/download/" . . "2022-04-01 14:25:00.118897+00:00" . 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"The Nordics and NeICWithin the Nordic ESM modeling community there is significant and sustained support for the concept of aNordic collaboration." . "2.575107296137339" . "4.2" . . "Human resources" . "Economy, business and finance/Business information/Human resources" . . "Oslo" . . . "Weather" . "Weather" . . "Europe" . . . "NICEST-2 is the second phase of the Nordic Collaboration on e-Infrastructures for Earth System Modeling Tools and it focuses on strengthening the Nordic position within climate modeling by leveraging, reinforcing and complementing ongoing initiatives." . "29.981606376456163" . "48.9" . . "IS ENES network" . "2.6179941002949856" . "7.1" . . "Science and technology" . "Science and technology" . . "atmospheric sciences" . "40.744573414005764" . "1.9525277018547058" . . "Environmental politics" . "Environment/Environmental politics" . . "climate modelling community" . "2.3230088495575227" . "6.300000000000001" . . "general (general)" . "26.152918802410237" . "0.7280471920967102" . . "business and commercial law" . "2.1150033046926637" . "3.2" . . "meteorology and climatology" . "45.71769468108118" . "1.2726930975914001" . . "roadmap" . "2.744148506860371" . "6.8" . . "earth resources and remote sensing" . "28.129386516508585" . "0.7830682694911957" . . "plan" . "2.0310192023633675" . "11.0" . . "party s liability" . "1.9542772861356934" . "5.3" . . "Strengthen the Nordic position within climate modeling by leveraging, reinforcing and complementing ongoinginitiatives to enable a future joint Nordic Climate Model Intercomparison Project and Nordic Climate services toassist decision making." . "2.6364193746167994" . "4.3" . . "Non-fiction" . "Arts, culture and entertainment/Arts and entertainment/Literature/Non-fiction" . . "Coupled Model Intercomparison Project" . "3.305022156573116" . "17.9" . . "data" . "4.923325262308313" . "12.2" . . "The Climate Community needs to learn and understand FAIR principles to be able to \ncreate a roadmap for FAIRification of Nordic climate model data." . "2.3298589822194975" . "3.8" . . "trade" . "3.833443489755453" . "5.8" . . "In addition to the comprehensive experiments made \navailable to the community through CMIP, NorESM is also used in Norway to study present \nand past climate states and variability ranging from seasonal to multi centennial time scales." . "1.7780502759043533" . "2.9" . . "environmental science and management" . "39.676389021993415" . "1.901339054107666" . . "Scandinavian" . "2.2895125553914326" . "12.4" . . "work" . "2.935745937961595" . "15.899999999999999" . . "meteorology" . "12.954395241242564" . "19.599999999999998" . . "of 2017" . . "College" . "Education/School/Higher education/College" . . "Finland" . . . "job market" . "11.235955056179776" . "17.0" . . "Lead institution Sigma" . "3.244837758112095" . "8.8" . . "partner" . "4.468242245199408" . "24.199999999999996" . . "from 2014" . . "project" . "2.7141802067946825" . "14.7" . . "duty" . "1.9017725258493352" . "10.3" . . "result" . "4.2466765140324965" . "23.0" . . "With \nregard to one another, each partner bears responsibility for implementation of the duties and obligations \nspecified in this collaboration agreement and the project description specified for the partner." . "6.131207847946046" . "10.0" . . "North of Sixty" . . . "politics" . "6.67547918043622" . "10.1" . . "Science and technology" . "Science and technology" . . "software" . "2.709847984137475" . "4.1" . . "finance" . "2.1150033046926637" . "3.2" . . "collaboration agreement" . "2.6548672566371683" . "7.2" . . "NICEST2" . "2.744148506860371" . "6.8" . . "work" . "3.7530266343825667" . "9.3" . . "It builds on previous efforts within NICEST (a 3-year NeIC project as of 2017-01) and NordicESM (3-year NordForsk funded project from 2014-12)" . "14.714898835070509" . "24.0" . . "partner" . "2.784503631961259" . "6.9" . . "geosciences" . "45.71769468108118" . "1.2726930975914001" . . "Norway" . "2.1602658788774" . "11.7" . . "European Open Science Cloud (EOSC) Nordic aims at bridging e services in the Nordic region with EuropeanOpen Science Cloud (EOSC). The Nordic Climate Community is represented in EOSC Nordic by a few partners ofthe NICEST project." . "4.353157572041693" . "7.1" . . "Norway" . . . "project manager" . "1.9017725258493352" . "10.3" . . "climate" . "4.726735598227474" . "25.6" . . "Cicero" . . . "workflow" . "2.4556868537666174" . "13.3" . . "computer science" . "22.27362855254461" . "33.699999999999996" . . "geosciences" . "28.129386516508585" . "0.7830682694911957" . . "climate modeling data" . "1.991150442477876" . "5.4" . . "Environmental politics" . "Environment/Environmental politics" . . "title project management" . "2.2492625368731565" . "6.1" . . "Students" . "Education/Teaching and learning/Students" . . "Sweden" . . . 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"earth sciences" . "40.744573414005764" . "1.9525277018547058" . . "NeIC NICEST2 Project" . "2.8652138821630344" . "7.1" . . "climate model" . "5.059084194977843" . "27.400000000000002" . . "Esgf system" . "1.9542772861356934" . "5.3" . . "climate model data" . "4.793510324483776" . "13.0" . . "agreement" . "3.452732644017725" . "18.7" . . "If not defined otherwise in the project description the project \nowner does not require the right to conclude a contract on behalf of the other partners through this \ncollaboration agreement." . "2.023298589822195" . "3.3" . . "Commercial contract" . "Economy, business and finance/Business information/Strategy and marketing/Commercial contract" . . "European Community" . "4.062038404726735" . "22.0" . . "NICEST2 activities include: 1) Enhance the performance and optimize and homogenize workflows used, so climate models (like EC-EARTH and NorESM) can be run in an efficient way on future computing resources (like EuroHPC); 2) Widen the usage and expertise on evaluating Earth System Models and develop new diagnostic modules for the Nordic region within the ESMValTool; 3)Create a roadmap for FAIRification of Nordic climate model data." . "12.875536480686696" . "21.0" . . "NORCE (Norway)" . "algu@norceresearch.no" . "Alok Kumar Gupta" . . "Nordic e-Infrastructure Collaboration (NeIC)" . "annefou@geo.uio.no" . "Anne Fouilloux" . "0000-0002-1784-2920" . . "CSC (Finland)" . "elina.miinalainen@csc.fi" . "Elina Miinalainen" . . "USIT, University of Oslo (Norway)" . "j.h.nordmoen@usit.uio.no" . "Jørgen Halvorsen Nordmoen" . . "CSC (Finland)" . "kimmo.ervasti@csc.fi" . "Kimmo Ervasti" . . "USIT, University of Oslo (Norway)" . "maikenp@usit.uio.no" . "Maiken Pedersen" . . "Norwegian Meteorological Institute (Norway)" . "oyvind.seland@met.no" . "Øyvind Seland" . . "NSC (Sweden)" . "pchengi@nsc.liu.se" . "Prashanth Dwarakanath" . . "service-account-enrichment" . . "NORCE (Norway)" . "tylo@norceresearch.no" . "Tyge Løvseth" . . "" . "Applied sciences" . . "" . "Earth sciences" . . "" . "Earth observation" . . "10.13039/501100000781" . "European Commission" . . . . "10.24424/DXFH-X940" . . "https://doi.org/10.24424/dxfh-x940" . . "2022-04-07 19:22:56.289678+00:00" . "2022-04-10 17:18:00.927096+00:00" . "Application of VSM to the M7.1 Van Earthquake (Turkey) of 2011" . . "M 7.1 Van Earthquake (Turkey) 2011" . "2022-04-07 19:22:56.289678+00:00" . . . . "10.24424/WESR-P505" . . "https://doi.org/10.24424/wesr-p505" . . "2022-04-07 13:26:39.214963+00:00" . "2022-04-10 17:18:32.214160+00:00" . "Data modelling related to the 2021 eruption at Nyiragongo volcano (DR Congo) using VSM" . . "Nyiragongo volcano (DR Congo) 22 May 2021 eruption" . "2022-04-07 13:26:39.214963+00:00" . . . . . "https://github.com/EliTras/VSM" . . "2022-04-07 13:56:11.176692+00:00" . "2022-04-10 17:18:11.929153+00:00" . "Link to the GitHub repository with the VSM code" . . "VSM code in GitHub" . "2022-04-07 13:56:11.176692+00:00" . . . . . "https://github.com/EliTras/VSM_test" . . "2022-04-07 13:59:08.278250+00:00" . "2022-04-10 17:18:01.227419+00:00" . "Tests of VSM in GitHub using InSAR and GNSS data at Campi Flegrei caldera (Italy)" . . "VSM tests in GitHub using InSAR and GNSS data at Campi Flegrei caldera (Italy)" . "2022-04-07 13:59:08.278250+00:00" . . . "101017502" . "Reliance" . "RESEARCH LIFECYCLE MANAGEMENT FOR EARTH SCIENCE COMMUNITIES AND COPERNICUS USERS" . . . . . "https://w3id.org/ro-id/a25c47c7-f4dd-44d2-be2c-ab74b6a99070" . . "2022-04-07 14:32:55.665484+00:00" . "2022-04-10 17:18:06.415001+00:00" . "Modelling of the 2011-2012 unrest at Santorini (Greece)." . . "Santorini (Greece) 2011-2012 unrest" . "2022-04-07 14:32:55.665484+00:00" . . . . . . . "False" . . "2022-04-10 17:18:34.475111+00:00" . . . . . . "503834"^^ . "https://api.rohub.org/api/ros/e97e6ada-276b-4406-b2ee-d3ec36e096c3/crate/download/" . . "2022-04-07 13:12:37.521036+00:00" . "2025-10-18 11:49:47.795813+00:00" . "2022-04-07 13:12:37.521036+00:00" . "Volcanic and Seismic source Modelling (VSM) is an open source Python tool to model ground deformation detected by satellite and terrestrial geodetic techniques. The VSM tool allows the user to choose one or more geometrical sources as forward model among sphere, spheroid, ellipsoid, fault, and sill. It supports multiple datasets from most satellite and terrestrial geodetic techniques: interferometric SAR, GNSS, levelling, Electro-optical Distance Measuring, tiltmeters and strainmeters. Two sampling algorithms are available, one is a global optimization algorithm based on the Voronoi cells and the second follows a probabilistic approach to parameters estimation based on the Bayes theorem. VSM can be executed as Python script, in Jupyter Notebook environments or by its Graphical User Interface.\nVersion 1.0 April 2022.\nFor any inquires, please write to elisa.trasatti@ingv.it" . "application/ld+json" . . . . . . "https://w3id.org/ro-id/e97e6ada-276b-4406-b2ee-d3ec36e096c3" . "SAR data" . "deformation modelling" . "geodetic data inversion" . "open science" . "seismic cycle" . "volcanic activity" . . "Volcanic and Seismic source Modelling (VSM). The Python toolkit for modelling geodetic data - snapshot" . "Volcanic and Seismic source Modelling (VSM). The Python toolkit for modelling geodetic data" . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Trasatti, Elisa. \"Volcanic and Seismic source Modelling (VSM). The Python toolkit for modelling geodetic data.\" ROHub. Apr 07 ,2022. https://doi.org/10.24424/t83f-5t97." . . . . . "Figures" . . . . . . . . "Examples" . . . . . "VSM_src" . . . . . "9282"^^ . "https://api.rohub.org/api/resources/42037fe1-50cc-4751-9e39-4ee003202c34/download/" . . "2022-04-07 13:23:18.481402+00:00" . "2022-04-10 17:18:08.362148+00:00" . "image/gif" . . "VSM logo" . "2022-04-07 13:23:18.481402+00:00" . . . . . "3243"^^ . "https://api.rohub.org/api/resources/d159c0a2-bb4c-4e9b-b558-4f8334993357/download/" . . "2022-04-07 14:03:09.752317+00:00" . "2022-04-10 17:18:33.705787+00:00" . "License of use of VSM" . . "License of use of VSM" . "2022-04-07 14:03:09.752317+00:00" . . . . . "492577"^^ . "https://api.rohub.org/api/resources/d480c9fe-ccdd-492a-a0c4-609fe30bd217/download/" . . "2022-04-07 13:15:18.286359+00:00" . "2022-04-10 17:18:09.966348+00:00" . "image/png" . . "figure2.png" . "2022-04-07 13:15:18.286359+00:00" . . . . . "sampling" . "6.392045454545455" . "4.5" . . "computer operations and hardware" . "100.0" . "0.5582033395767212" . . "Software" . "Economy, business and finance/Economic sector/Computing and information technology/Software" . . "Language" . "Arts, culture and entertainment/Culture/Language" . . "algorithm" . "13.443830570902394" . "7.3" . . "VSM tool" . "28.545119705340703" . "15.5" . . "deformation" . "9.208103130755065" . "5.0" . . "earth sciences" . "100.0" . "0.76500004529953" . . "software" . "27.699530516431924" . "5.9" . . "computer programming" . "38.49765258215962" . "8.2" . . "algorithm" . "12.357954545454545" . "8.7" . . "Volcanic and Seismic source Modelling (VSM) is an open source Python tool to model ground deformation detected by satellite and terrestrial geodetic techniques." . "59.339080459770116" . "41.3" . . "Python toolkit" . "20.626151012891345" . "11.2" . . "environment" . "6.818181818181819" . "4.8" . . "VSM" . "22.467771639042358" . "12.2" . . "geophysics" . "100.0" . "0.76500004529953" . . "geology" . "16.901408450704224" . "3.6" . . "source Modelling" . "14.917127071823206" . "8.1" . . "open source Python tool" . "21.17863720073665" . "11.5" . . "Volcanic and Seismic source Modelling (VSM). The Python toolkit for modelling geodetic data." . "22.55747126436782" . "15.7" . . "toolkit" . "10.497237569060774" . "5.7" . . "optimisation" . "5.823863636363637" . "4.1" . . "computer science" . "16.901408450704224" . "3.6" . . "1.0 Apr-2022" . . "soil" . "5.6818181818181825" . "4.0" . . "Modelling" . "16.75874769797422" . "9.1" . . "The VSM tool allows the user to choose one or more geometrical sources as forward model among sphere, spheroid, ellipsoid, fault, and sill." . "18.10344827586207" . "12.6" . . "satellite" . "9.801136363636365" . "6.9" . . "toolchain" . "10.085227272727273" . "7.1" . . "dataset" . "5.823863636363637" . "4.1" . . "mathematical and computer sciences" . "100.0" . "0.5582033395767212" . . "spheroid" . "5.965909090909092" . "4.2" . . "ellipsoid" . "5.823863636363637" . "4.1" . . "Python" . "16.619318181818183" . "11.7" . . "optimization algorithm" . "14.732965009208105" . "8.0" . . "satellite" . "10.128913443830571" . "5.5" . . "Python" . "17.495395948434624" . "9.5" . . "deformation" . "8.806818181818183" . "6.2" . . . . . "https://w3id.org/ro-id/f60c5109-024f-434a-b724-8aea3091e134" . . "2022-04-07 13:25:22.921145+00:00" . "2022-04-10 17:17:58.948454+00:00" . "Modelling of InSAR and GNSS data at Campi Flegrei by VSM" . . "Campi Flegrei Caldera (Italy) 2011-2013 unrest" . "2022-04-07 13:25:22.921145+00:00" . . "service-account-enrichment" . . "" . "Earth sciences" . . "10.13039/501100000781" . "European Commission" . . . . . "https://datahub.egi.eu/api/v3/onezone/shares/data/00000000007EDEE6736861726547756964236335616136613735373432353332343532623632653533653738663732373439636834366632233732356634616233366362323664306662666330633132346337373565666565636865653439233435386236633362393566303966653363323935373631346461373539666330636839376163/content" . . "2022-05-01 20:18:43.754840+00:00" . "2023-05-16 18:07:35.516891+00:00" . "Jupyter Notebook for discovering, accessing and processing RELIANCE data cube, and creating a Research Object with results, and finally publish it in Zenodo" . . "Jupyter Notebook of CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services - Applied over Spain and variable Nitrogen Dioxide" . "2022-05-01 20:18:43.754840+00:00" . . . . . "https://datahub.egi.eu/share/00d23664c695cb6ce4c3f0438b1778f5ch5ad3" . . "2022-05-01 20:18:45.772814+00:00" . "2022-05-01 20:23:03.244378+00:00" . "Monthly average maps of CAMS Nitrogen Dioxide [µg m-3] over Spain in 2019, 2020 and 2021" . . "Nitrogen Dioxide [µg m-3] over Spain for March 2019, 2020 and 2021" . "2022-05-01 20:18:45.772814+00:00" . . . . . "https://datahub.egi.eu/share/2a9a7f334fe6e73f55bf83595d9aef84ch59d8" . . "2022-05-01 20:18:36.927892+00:00" . "2022-05-01 20:22:56.674576+00:00" . "This dataset is a data-Cube retrieved from the ADAM platform over Spain in March 2019" . . "Data-Cube from ADAM platform over Spain in March 2019" . "2022-05-01 20:18:36.927892+00:00" . . . . . "https://datahub.egi.eu/share/35c15202651e9a56b5791ddd9897fb33chd796" . . "2022-05-01 20:18:50.139193+00:00" . "2022-05-01 20:23:06.486372+00:00" . "netCDF data corresponding to daily average of CAMS Nitrogen Dioxide [µg m-3] over Spain for March 2019, March 2020 and March 2021" . . "netCDF data for daily NO2over Spain in March 2019, 2020 and 2021" . "2022-05-01 20:18:50.139193+00:00" . . . . . "https://datahub.egi.eu/share/50b107f60f369ff2414e679f6e411575ch4e1a" . . "2022-05-01 20:18:47.735278+00:00" . "2022-05-01 20:23:06.803802+00:00" . "Daily average maps of CAMS Nitrogen Dioxideµg m-3] over Spain on March 15, 2021" . . "Nitrogen Dioxide [µg m-3] over Spain on March 15, 2021" . "2022-05-01 20:18:47.735278+00:00" . . . . . "https://datahub.egi.eu/share/d7fb646b024a1d1f8b285f4ad9f313f6che876" . . "2022-05-01 20:18:39.077503+00:00" . "2022-05-01 20:22:59.301409+00:00" . "This dataset is a data-Cube retrieved from the ADAM platform over Spain in March 2020" . . "Data-Cube from ADAM platform over Spain in March 2020" . "2022-05-01 20:18:39.077503+00:00" . . . . . "https://datahub.egi.eu/share/f79280441b0944a05a60c79f4cc3ef22che4a8" . . "2022-05-01 20:18:41.097182+00:00" . "2022-05-01 20:22:59.545655+00:00" . "This dataset is a data-Cube retrieved from the ADAM platform over Spain in March 2021" . . "Data-Cube from ADAM platform over Spain in March 2021" . "2022-05-01 20:18:41.097182+00:00" . . . . . "https://datahub.egi.eu/share/fa58b7afada92ccf75ff97d1db4c1febch82eb" . . "2022-05-01 20:18:34.542298+00:00" . "2022-05-01 20:23:06.971009+00:00" . "Geojson file used for retrieving data from the ADAM platform over Spain" . . "Geojson for Spain" . "2022-05-01 20:18:34.542298+00:00" . . "UiO" . "jeani@uio.no" . "Jean Iaquinta" . "0000-0002-8763-1643" . . . "01xtthb56" . "University of Oslo" . . . "04jcwf484" . "Nordic e-Infrastructure Collaboration" . . . "101017502" . "RELIANCE" . "Research Lifecycle Management for Earth Science Communities and Copernicus Users" . . . . "22708e12-299e-4d39-bf72-1274bf1bf7b6" . 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"False" . . "2022-05-01 20:23:07.050251+00:00" . . . . . "231123"^^ . "https://api.rohub.org/api/ros/a369aaf0-06f7-441a-9a18-3b79b9d45f8e/crate/download/" . . . . . "2022-05-01 20:15:42.899723+00:00" . "2025-10-18 11:43:25.244419+00:00" . "2022-05-01 20:15:42.899723+00:00" . "This Research Object demonstrates how to use CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services and compute monthly map of NO2 over a given geographical area, here Spain" . "application/ld+json" . . . . . . . "https://w3id.org/ro-id/a369aaf0-06f7-441a-9a18-3b79b9d45f8e" . "CAMS" . "NO2" . "Spain" . "air quality" . "copernicus" . "jupyter-notebook" . . "Jupyter Notebook Analysing the Air quality during Covid-19 pandemic using Copernicus Atmosphere Monitoring Service - Applied over Spain (March 2019, 2020, 2021) with Nitrogen Dioxide" . "NO2 (March 2019, 2020, 2021) in Spain Jupyter notebook demonstrating the usage of CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services - snapshot" . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Anne Foilloux, Jean Iaquinta, and Simone Mantovani. \"Jupyter Notebook Analysing the Air quality during Covid-19 pandemic using Copernicus Atmosphere Monitoring Service - Applied over Spain (March 2019, 2020, 2021) with Nitrogen Dioxide.\" ROHub. May 01 ,2022. https://doi.org/10.24424/y6d7-b622." . . . 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"tool" . . . . . . . "output" . . . . . . . . . . "input" . . . "biblio" . . . . . "267"^^ . "https://api.rohub.org/api/resources/2d3133b0-7e65-448f-8cd2-9fe5f0b43f64/download/" . . "2022-05-01 20:17:35.890038+00:00" . "2022-05-01 20:23:04.521066+00:00" . "Conda environment used on EGI notebook on 01/05/2022" . . "Conda environment" . "2022-05-01 20:17:35.890038+00:00" . . . . . "157679"^^ . "https://api.rohub.org/api/resources/a464af50-bf9e-41bf-af82-fc93b9a07205/download/" . . "2022-05-01 20:15:59.357772+00:00" . "2022-05-01 20:23:02.036373+00:00" . "Monthly average maps of CAMS Nitrogen Dioxide [µg m-3] over Spain in 2019, 2020 and 2021" . "image/png" . . "Nitrogen Dioxide [µg m-3] over Spain for March 2019, 2020 and 2021" . "2022-05-01 20:15:59.357772+00:00" . . . . . "103103"^^ . "https://api.rohub.org/api/resources/d3df9855-fc16-484b-b32d-d01d425c7f8f/download/" . . "2022-05-01 20:17:48.671583+00:00" . "2022-05-01 20:23:05.357691+00:00" . "Conda environment generated with conda-lock for osx-64" . . "Conda environment osx-64" . "2022-05-01 20:17:48.671583+00:00" . . . . . "113226"^^ . "https://api.rohub.org/api/resources/e2435da5-5f05-4881-8d96-7e3f6abb6e54/download/" . . "2022-05-01 20:17:42.168217+00:00" . "2022-05-01 20:23:06.351455+00:00" . "Conda environment generated with conda-lock for linux-64" . . "Conda environment linux-64" . "2022-05-01 20:17:42.168217+00:00" . . . . . "map" . "13.831258644536653" . "10.0" . . "earth sciences" . "100.0" . "0.9917868971824646" . . "reliance service" . "18.698060941828253" . "13.5" . . "2020" . . "NO2" . "13.692946058091287" . "9.9" . . "analysis" . "9.95850622406639" . "7.2" . . "air quality" . "7.6923076923076925" . "3.6" . . "Spain" . "20.608575380359614" . "14.9" . . "atmospheric sciences" . "100.0" . "0.9917868971824646" . . "analysis from Copernicus Atmosphere Monitoring" . "24.792243767313014" . "17.9" . . "medicine" . "100.0" . "4.5" . . "monthly map" . "10.941828254847644" . "7.9" . . "Copernicus Atmosphere Monitoring Service" . "11.065006915629322" . "8.0" . . "map of NO2" . "13.71191135734072" . "9.9" . . "Spain" . "31.1965811965812" . "14.6" . . "reliance" . "9.12863070539419" . "6.6" . . "Spain" . . . "geosciences" . "100.0" . "0.4000608026981354" . . "Research Object" . "21.715076071922546" . "15.7" . . "reliance" . "13.675213675213676" . "6.4" . . "environment pollution" . "100.0" . "0.4000608026981354" . . "This Research Object demonstrates how to use CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services and compute monthly map of NO2 over a given geographical area, here Spain" . "71.87187187187187" . "71.8" . . "air quality analysis" . "31.85595567867036" . "23.0" . . "Air pollution" . "Environment/Environmental pollution/Air pollution" . . "Jupyter Notebook Analysing the Air quality during Covid-19 pandemic using Copernicus Atmosphere Monitoring Service - Applied over Spain (March 2019, 2020, 2021) with Nitrogen Dioxide." . "28.128128128128125" . "28.1" . . "analysis" . "14.957264957264957" . "7.0" . . "Mar-2019" . . "Epidemic" . "Health/Diseases and conditions/Communicable disease/Epidemic" . . "map" . "20.512820512820515" . "9.6" . . "area" . "11.965811965811966" . "5.6" . . "Nordic e-Infrastructure Collaboration (NeIC)" . "annefou@geo.uio.no" . "Anne Fouilloux" . "0000-0002-1784-2920" . . "mantovani@meeo.it" . "Simone Mantovani" . . "Raul Palma" . . "service-account-enrichment" . . "" . "Earth sciences" . . . . . "https://doi.org/10.5281/zenodo.6653258" . . "2022-07-05 12:52:22.146283+00:00" . "2022-07-06 15:27:08.164714+00:00" . "Full SPL dataset is located in Zenodo" . . "Full SPL dataset" . "2022-07-05 12:52:22.146283+00:00" . . . . . "https://notebooks.egi.eu/user/da47d3640f619a02cb075c15d288fc09e053bf46b90d26ec335392acdfae866b@egi.eu/doc/tree/datahub/Reliance/Soundscape/SPL_PostProcessing_HDF5.ipynb" . . "2022-07-06 15:19:37.054357+00:00" . "2022-07-06 15:27:07.980852+00:00" . "Link to EGI Jupyer HUB: It allows to post process spl data and to create graphs/tables" . . "Jupyter notebook for SPLs processing" . "2022-07-06 15:19:37.054357+00:00" . . . . . "https://underwaternoise.ices.dk/continuous" . . "2022-07-05 12:42:32.932255+00:00" . "2022-07-06 15:27:05.398965+00:00" . "Continuous Noise Database (https://underwaternoise.ices.dk/continuous), 2022. ICES, Copenhagen" . . "Format of input file" . "2022-07-05 12:42:32.932255+00:00" . . . 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"False" . . "2022-07-06 15:27:15.164812+00:00" . . . . . . . . "14297708"^^ . "https://api.rohub.org/api/ros/7b86ece5-b588-416b-9c98-30bb63a5b9bc/crate/download/" . . "2021-12-13 16:00:05.573722+00:00" . "2025-10-18 11:31:55.908591+00:00" . "2021-12-13 16:00:05.573722+00:00" . "This RO provides the Jupyter notebook used to process the Sound Pressure Levels, SPL, data obtained within the Soundscape Project - SOUNDSCAPES IN THE NORTH ADRIATIC SEA AND THEIR IMPACT ON MARINE BIOLOGICAL RESOURCES (https://www.italy-croatia.eu/web/soundscape) where more of 1 year of continuos underwater noise data (march 2020 - june 2021) were recorded. SPL data were calculated from wav data recorded by Develogic SonoVault Hydrophones (https://w3id.org/ro-id/6640422d-57ed-4814-b0d0-8eb4ee85f501)." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/7b86ece5-b588-416b-9c98-30bb63a5b9bc" . "Underwater Noise, SPLs, Soundscape" . . "Sound Pressure Levels Post Processing within the Soundscape project - snapshot" . "Sound Pressure Levels Post Processing within the Soundscape project" . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Petrizzo, Antonio, Fantina Madricardo, Marta Picciulin, and Michol Ghezzo. \"Sound Pressure Levels Post Processing within the Soundscape project.\" ROHub. Dec 13 ,2021. https://doi.org/10.24424/tkqc-zr42." . . . "data input" . . . "input" . . . "Jupyter notebooks here" . . . "notebook" . . . "Here some information" . . . . "metadata" . . . "Here some results" . . "results" . . . . . "5833087"^^ . "https://api.rohub.org/api/resources/63076219-d95a-4ffa-be04-e8c9ead051b7/download/" . . "2022-07-06 10:25:59.163869+00:00" . "2022-07-06 15:27:12.295310+00:00" . "Jupyter notebook for processing SPL data." . "application/zip" . . "Jupyter notebook for processing SPL data." . "2022-07-06 10:25:59.163869+00:00" . . . . . "1095417"^^ . "https://api.rohub.org/api/resources/7cdcd447-39c2-4d6c-8982-4e3b30a4e216/download/" . . "2022-07-06 15:07:05.061088+00:00" . "2022-07-06 15:27:00.351667+00:00" . "image/png" . . "workflowPostProcessing.png" . "2022-07-06 15:07:05.061088+00:00" . . . . . "4863608"^^ . "https://api.rohub.org/api/resources/912d02f1-4c08-46ce-8d75-ea2f16520385/download/" . . "2022-07-05 12:05:48.435779+00:00" . "2022-07-06 15:27:14.989305+00:00" . "Example of SPL input file. HDF5 format, according to to ICES (International Council for the Exploration of the Sea) continuous noise data portal specification (https://www.ices.dk/data/data-portals/Pages/Continuous-Noise.aspx)." . . "Example of SPL input file" . "2022-07-05 12:05:48.435779+00:00" . . . . . "1628249"^^ . "https://api.rohub.org/api/resources/a124318c-b696-4515-a1a1-6b37818b6db0/download/" . . "2022-07-05 12:44:30.318843+00:00" . "2022-07-06 15:27:04.720891+00:00" . "Map of stations with their coordinates" . "image/png" . . "Stations map" . "2022-07-05 12:44:30.318843+00:00" . . . . . "3034992"^^ . "https://api.rohub.org/api/resources/b0fadc73-e542-4e0e-be88-473cd883bbf9/download/" . . "2022-07-05 12:33:28.328984+00:00" . "2022-07-06 15:27:09.185481+00:00" . "Some examples of output files" . "application/zip" . . "Some examples of output files" . "2022-07-05 12:33:28.328984+00:00" . . . . . "http" . "8.760330578512397" . "5.3" . . "data" . "20.729684908789388" . "12.5" . . "information" . "11.074380165289256" . "6.7" . . "Develogic SonoVault hydrophone" . "18.2548794489093" . "15.9" . . "Ro" . "8.099173553719009" . "4.9" . . "soundscapes in the North Adriatic sea" . "7.921928817451206" . "6.9" . . "Newspaper" . "Arts, culture and entertainment/Mass media/Newspaper" . . "Language" . "Arts, culture and entertainment/Culture/Language" . . "Mar-2020 - Jun-2021" . . "sound pressure level" . "10.447761194029852" . "6.3" . . "http" . "8.955223880597016" . "5.4" . . "Soundscape Project" . "12.603648424543948" . "7.6" . . "SPL data" . "46.84270952927669" . "40.8" . . "Biology" . "Science and technology/Natural science/Biology" . . "sound pressure" . "10.24793388429752" . "6.2" . . "This RO provides the Jupyter notebook used to process the Sound Pressure Levels, SPL, data obtained within the Soundscape Project - SOUNDSCAPES IN THE NORTH ADRIATIC SEA AND THEIR IMPACT ON MARINE BIOLOGICAL RESOURCES (https://www.italy-croatia.eu/web/soundscape) where more of 1 year of continuos underwater noise data (march 2020 - june 2021) were recorded." . "42.08416833667335" . "42.0" . . "Sound Pressure Levels Post Processing within the Soundscape project." . "13.42685370741483" . "13.4" . . "hydrophone" . "5.785123966942149" . "3.5" . . "Jupyter notebook" . "12.769485903814262" . "7.7" . . "Hardware" . "Economy, business and finance/Economic sector/Computing and information technology/Hardware" . . "acoustics" . "16.379310344827587" . "3.8" . . "soundscape" . "10.743801652892563" . "6.5" . . "computer science" . "44.827586206896555" . "10.4" . . "sound pressure level" . "10.082644628099173" . "6.1" . . "earth sciences" . "100.0" . "0.6904757022857666" . . "atmospheric sciences" . "100.0" . "0.6904757022857666" . . "noise data" . "15.040183696900115" . "13.1" . . "Adriatic Sea" . "8.264462809917354" . "5.0" . . "AND" . "6.446280991735537" . "3.9" . . "soundscape" . "11.111111111111112" . "6.7" . . "database" . "21.982758620689655" . "5.1" . . "data" . "20.49586776859504" . "12.4" . . "SPL data were calculated from wav data recorded by Develogic SonoVault Hydrophones (https://w3id.org/ro-id/6640422d-57ed-4814-b0d0-8eb4ee85f501)" . "44.48897795591183" . "44.4" . . "SPL" . "23.383084577114428" . "14.1" . . "life sciences" . "100.0" . "0.35060247778892517" . . "physics" . "16.810344827586206" . "3.9" . . "sound pressure Levels Post" . "11.940298507462687" . "10.4" . . "Adriatic Sea" . . . "life sciences (general)" . "100.0" . "0.35060247778892517" . . "of 1 year" . . . . . "https://www.italy-croatia.eu/web/soundscape" . . "2022-07-06 10:06:13.532986+00:00" . "2022-07-06 15:27:15.088234+00:00" . "EU-Interreg Italy-Croatia 2014/2020 – CBC Program (Contract number 10043643)" . . "Soundscape Project" . "2022-07-06 10:06:13.532986+00:00" . . "CNR ISMAR Venice" . "antonio.petrizzo@ve.ismar.cnr.it" . "Antonio Petrizzo" . . "CNR ISMAR" . "fantina.madricardo@ve.ismar.cnr.it" . "Fantina Madricardo" . . "CNR ISMAR" . "marta.picciulin@ve.ismar.cnr.it" . "Marta Picciulin" . . "CNR ISMAR" . "michol.ghezzo@ve.ismar.cnr.it" . "Michol Ghezzo" . . "service-account-enrichment" . . "" . "Earth sciences" . . . "CNR-ISMAR" . "valentina.grande@bo.ismar.cnr.it" . "Valentina Grande" . "0000-0002-3489-268X" . . "linguistics" . "5.949367088607595" . "4.7" . . "Everest" . "https://www.wikidata.org/wiki/Q513" . . "experiment result" . "2.640845070422535" . "4.5" . . "engineering" . "12.302526414166074" . "0.28509142994880676" . . "system" . "7.56167894905479" . "23.6" . . "seabed" . "3.172060237103492" . "9.9" . . "bathymetry" . "11.476355247981544" . "19.9" . . "Software" . "Economy, business and finance/Economic sector/Computing and information technology/Software" . . "input file" . "2.5632809996795896" . "8.0" . . "workflow" . "3.8128804870233894" . "11.9" . . "hydrography" . "11.89873417721519" . "9.4" . . "geophysics" . "16.368849689426614" . "0.4702737629413605" . . "National Educational Television" . "https://www.wikidata.org/wiki/Q3873154" . . "engineering" . "2.755527074655559" . "8.6" . . "Maritime accident and incident" . "Disaster, accident and emergency incident/Accident and emergency incident/Transport accident and incident/Maritime accident and incident" . . "OBIA template matching was applied to the seafloor backscatter mosaic in this area." . "2.3778071334214004" . "3.6" . . "software" . "3.4177215189873418" . "2.7" . . "atmospheric sciences" . "23.085019608000973" . "0.6632279753684998" . . "seafloor" . "2.7681660899653977" . "4.8" . . "data" . "4.325536686959308" . "13.5" . . "atmospheric sciences" . "26.820732092685684" . "0.77055424451828" . . "Automatic detection of MLs targets from the bathymetry." . "26.55217965653897" . "40.2" . . "European Commission" . "https://www.wikidata.org/wiki/Q8880" . . "Hardware" . "Economy, business and finance/Economic sector/Computing and information technology/Hardware" . . "workflow" . "7.324106113033449" . "12.7" . . "ASCII.txt data" . "2.640845070422535" . "4.5" . . "early spring" . . "survey" . "3.1141868512110724" . "5.4" . . "geophysics" . "39.18410222507813" . "0.9080290794372559" . . "study" . "3.5565523870554308" . "11.1" . . "Hardware" . "Economy, business and finance/Economic sector/Computing and information technology/Hardware" . . "technology" . "5.017301038062283" . "8.7" . . "Aquaculture" . "Economy, business and finance/Economic sector/Agriculture/Aquaculture" . . "target" . "6.286043829296425" . "10.9" . . "IT-computer sciences" . "Science and technology/Technology and engineering/IT-computer sciences" . . "seafloor survey method" . "2.640845070422535" . "4.5" . . "earth sciences" . "23.085019608000973" . "0.6632279753684998" . . "Venice" . "https://www.wikidata.org/wiki/Q641" . . "Oceans" . "Environment/Natural resources/Water/Oceans" . . "experiment" . "3.7487984620314" . "11.7" . . "filed experiment" . "2.171361502347418" . "3.7" . . "dedicated workflow" . "6.748826291079812" . "11.5" . . "late winter" . . "earth sciences" . "26.820732092685684" . "0.77055424451828" . . "Geography" . "Science and technology/Social sciences/Geography" . . "Mapping and recycling of marine litter and Ghost nets on the sea floor marGnet" . "5.416116248348744" . "8.2" . . "earth sciences" . "33.72539860988673" . "0.9689239263534546" . . "linguistics" . "3.670886075949367" . "2.9" . . "OBIA template matching" . "2.347417840375587" . "4.0" . . "ML type" . "2.464788732394366" . "4.2" . . "targets from the bathymetry" . "5.1056338028169" . "8.7" . . "ml detection" . "2.992957746478873" . "5.1" . . "Medieval Latin" . "2.5953220121755844" . "8.1" . . "metadata" . "2.242870874719641" . "7.0" . . "Microsoft Corporation" . "https://www.wikidata.org/wiki/Q2283" . . "automatic detection" . "12.38262910798122" . "21.1" . . "methodology" . "2.306805074971165" . "4.0" . . "mathematical and computer sciences" . "20.683121381477395" . "0.47929835319519043" . . "seafloor backscatter mosaic" . "1.9953051643192488" . "3.4" . . "Natural science" . "Science and technology/Natural science" . . "data" . "2.7875680871515534" . "8.7" . . "ml type" . "2.171361502347418" . "3.7" . . "bathymetry" . "6.247997436718999" . "19.5" . . "Report on the survey and elaborted data in the Italian survey area" . "2.3117569352708056" . "3.5" . . "A dedicated workflow in ArcGIS was developed to identify targets from the bathymetry within the MAELSTROM Project - Smart technology for MArinE Litter SusTainable RemOval and Management" . "39.43196829590489" . "59.7" . . "Science and technology" . "Science and technology" . . "removal" . "4.901960784313725" . "8.5" . . "hydrography" . "20.37974683544304" . "16.1" . . "output file" . "2.4798154555940024" . "4.3" . . "target" . "3.3963473245754563" . "10.6" . . "The experiment data metadata are saved on an open repository (the data are available on request) and the workflow is executable so that the analysis is completely reproducible." . "3.6327608982826947" . "5.5" . . "marGnet field experiments" . "2.9342723004694835" . "5.0" . . "earth resources and remote sensing" . "27.830249979278406" . "0.6449216604232788" . . "Geography" . "Science and technology/Social sciences/Geography" . . "ML" . "2.3644752018454436" . "4.1" . . "instrumentation and photography" . "12.302526414166074" . "0.28509142994880676" . . "bathymetry" . "3.1079782121115023" . "9.7" . . "geosciences" . "39.18410222507813" . "0.9080290794372559" . . "data" . "2.537485582468282" . "4.4" . . "Interior" . "https://www.wikidata.org/wiki/Q608427" . . "hydrography" . "6.8354430379746836" . "5.4" . . "computer programming and software" . "20.683121381477395" . "0.47929835319519043" . . . "MAELSTROM Project" . "6.113033448673587" . "10.6" . . "removal" . "2.5953220121755844" . "8.1" . . "computer science" . "27.72151898734177" . "21.9" . . "Venetia" . "https://www.wikidata.org/wiki/Q1243" . . "Environmental pollution" . "Environment/Environmental pollution" . . "marGnet" . "2.5951557093425603" . "4.5" . . "During the experiment, it was possible to recognise a unique track for as many categories as possible of benthic Marine Litter (ML) and outline their sinking velocity." . "4.359313077939234" . "6.6" . . "Mountains" . "Environment/Natural resources/Land resources/Mountains" . . "detection" . "3.973085549503364" . "12.4" . . "POLYGON ((12.308206558227539 45.42613630538257, 12.307777404785156 45.42538332041329, 12.315845489501953 45.42345563312358, 12.32764720916748 45.42216043125598, 12.32764720916748 45.42327490906539, 12.323012351989746 45.423425512487384, 12.316746711730955 45.425835112600126, 12.31241226196289 45.424901404761854, 12.308206558227539 45.42613630538257))" . "12.308206558227539 45.42613630538257, 12.307777404785156 45.42538332041329, 12.315845489501953 45.42345563312358, 12.32764720916748 45.42216043125598, 12.32764720916748 45.42327490906539, 12.323012351989746 45.423425512487384, 12.316746711730955 45.425835112600126, 12.31241226196289 45.424901404761854, 12.308206558227539 45.42613630538257" . . . "c949f07d-ca16-4ba8-a9dc-6107b6c4a10b" . "POLYGON ((12.308206558227539 45.42613630538257, 12.307777404785156 45.42538332041329, 12.315845489501953 45.42345563312358, 12.32764720916748 45.42216043125598, 12.32764720916748 45.42327490906539, 12.323012351989746 45.423425512487384, 12.316746711730955 45.425835112600126, 12.31241226196289 45.424901404761854, 12.308206558227539 45.42613630538257))" . . "service-account-enrichment" . . . . . "False" . "https://w3id.org/ro-id/9e5d1919-6462-41e1-a4ad-b9e1140925ca" . "2022-08-30 14:30:08.228321+00:00" . "mailto:antonio.petrizzo@ve.ismar.cnr.it" . . . . . . . "31188694"^^ . "https://api.rohub.org/api/ros/b7f139b2-b89b-494a-8687-8f3fc4aaae83/crate/download/" . . "2022-05-09 10:55:28.053444+00:00" . "2024-03-05 12:17:05.924803+00:00" . "2022-05-09 10:55:28.053444+00:00" . "A dedicated workflow in ArcGIS was developed to identify targets from the bathymetry within the MAELSTROM Project - Smart technology for MArinE Litter SusTainable RemOval and Management" . "application/ld+json" . . . . . . "https://w3id.org/ro-id/b7f139b2-b89b-494a-8687-8f3fc4aaae83" . "Bathymetry" . "Detectoin" . "Marine Litter" . . "Automatic detection of MLs targets from the bathymetry - snapshot" . "Automatic detection of MLs targets from the bathymetry" . . "MANUAL" . "https://w3id.org/ro-id/b7f139b2-b89b-494a-8687-8f3fc4aaae83/88844951-1ba7-4328-b24f-0aa64694e9f2" . "https://w3id.org/ro-id/00c84d9b-b697-4030-a341-fb88dab7ccca" . "https://w3id.org/ro-id/0c13c89c-69b7-492c-89eb-cd34fa9efdc0" . "https://w3id.org/ro-id/1ded7eae-cd36-4e9f-8096-fcf9495c4b8a" . "https://w3id.org/ro-id/6eaeecde-23be-423c-86a3-1edd1d139e31" . "https://w3id.org/ro-id/83668f79-3066-40ee-93ad-438a11f94261" . "https://w3id.org/ro-id/9a39c8f9-2b72-4d38-89af-76fe0fa4ea02" . "https://w3id.org/ro-id/a4da0792-fb1b-4e10-b566-c6f1d47e26d3" . "https://w3id.org/ro-id/c44c8239-1126-413d-878b-5ab40731da3b" . "https://w3id.org/ro-id/db3449dc-d3bb-46a6-b9ff-323c57b961e0" . "https://w3id.org/ro-id/f6b66f2e-f90c-4c0c-a176-8ac09770f57f" . "https://w3id.org/ro-id/12646096-25d4-40ab-8b2f-d9b29c4c8e57" . "https://w3id.org/ro-id/33e1d667-1fa8-46e2-b711-3182e2c79b37" . "https://w3id.org/ro-id/7460d904-05f9-4710-9d01-64358107cc50" . "https://w3id.org/ro-id/9374b0bc-740f-4abe-bb6f-86c042b206c0" . "https://w3id.org/ro-id/0100704a-7be4-481f-b08c-01755edb569b" . "https://w3id.org/ro-id/6137842f-472c-4000-962e-896f98769181" . "https://w3id.org/ro-id/a8c2f7cf-2c17-4030-92e6-982fbcb4c430" . "https://w3id.org/ro-id/eda3e40a-a443-40cf-aceb-e7d139b00b74" . "https://w3id.org/ro-id/03b56954-d508-4b85-ac2a-5f2d396a921a" . "https://w3id.org/ro-id/04269e00-5149-4edd-a7e9-dd0fbfd27f22" . "https://w3id.org/ro-id/07bff2e3-6e10-4025-85eb-d647d1911dfc" . "https://w3id.org/ro-id/0a49accc-cff9-4aaa-a2cf-f40d1e34876d" . "https://w3id.org/ro-id/1590e35c-5507-417f-991b-c9dcd640924a" . "https://w3id.org/ro-id/2ceff4e6-308c-4799-a7d3-96e53eeb8a68" . "https://w3id.org/ro-id/4acbd3fb-d5e2-41fa-b318-a51d0182523f" . "https://w3id.org/ro-id/61da9cc0-4503-444a-b060-45e5b1dc7df9" . "https://w3id.org/ro-id/742263ad-562d-45b2-a026-7020eb020699" . "https://w3id.org/ro-id/74308e6e-0227-417c-a554-3ce76112f617" . "https://w3id.org/ro-id/7b95a3e7-f889-4b09-b880-e232fbe68e96" . "https://w3id.org/ro-id/7f28214e-30fb-4045-9eea-fb41bfcb145b" . "https://w3id.org/ro-id/853f7693-2227-4d5a-9e57-1ffa37f4b997" . "https://w3id.org/ro-id/8b8629ab-39fc-4bf9-b19a-0c038220ebd8" . "https://w3id.org/ro-id/a2108417-0280-44a7-9a2f-d1c301efb02d" . "https://w3id.org/ro-id/b7ebac47-bd12-4b32-aedf-db116c40babc" . "https://w3id.org/ro-id/c09e6520-eb98-4a4e-82a2-b541d4723f93" . "https://w3id.org/ro-id/cb5d6911-de17-4032-b04a-a12601e2ffc9" . "https://w3id.org/ro-id/e63402fc-0038-4a97-9c6b-60cf7412b037" . "https://w3id.org/ro-id/0e37642d-b26e-467d-9d7a-91f8b2bd6fc1" . "https://w3id.org/ro-id/2511f68f-bfbc-424f-b6a4-f4b33168cbf8" . "https://w3id.org/ro-id/2fbce3d4-56f4-4bba-84bd-dd11d3c2106c" . "https://w3id.org/ro-id/5c0ead48-fc99-4015-b333-d659aab5176b" . "https://w3id.org/ro-id/64f31d07-fdc1-49f2-b4c1-568c69b7001b" . "https://w3id.org/ro-id/6e6991f7-04ac-4dcc-9648-d7e60d04bf17" . "https://w3id.org/ro-id/f5eb02df-849f-4de1-beda-1eaf409dfb87" . "https://w3id.org/ro-id/f7b9f56e-53b6-4f8f-a870-25351c4083ae" . "https://w3id.org/ro-id/05489a2b-46e1-4c6f-a870-4326c576dfb9" . "https://w3id.org/ro-id/1a19b6ff-cc10-4dc0-9aa2-e3289c6a343d" . "https://w3id.org/ro-id/39f146b5-fbb6-465d-ad29-c490d9c27e06" . "https://w3id.org/ro-id/4be0b22f-3b66-4a4c-81ce-1750ea0efd33" . "https://w3id.org/ro-id/4ebabf38-a17f-4262-a0a2-2e8e3ad86fe7" . "https://w3id.org/ro-id/538774b2-d10a-4c35-a73b-3540db6dba67" . "https://w3id.org/ro-id/615835e6-a6d3-44ba-8d51-9badd9ad6eb1" . "https://w3id.org/ro-id/6816b69b-6937-4dfd-a2dd-9b21d530e56d" . "https://w3id.org/ro-id/7b232f7d-044f-4c30-87fd-657c454bdc18" . "https://w3id.org/ro-id/824d132b-8ef1-4047-bc83-46333c9c79f6" . "https://w3id.org/ro-id/896f1617-54e6-456b-83ab-cbbff82f3aa7" . "https://w3id.org/ro-id/ad13b061-f4de-4781-8bf8-5a4ce089cf51" . "https://w3id.org/ro-id/b76117e6-ae12-4dec-99d9-69a31af6e7d3" . "https://w3id.org/ro-id/c6b8ce26-9dbe-4ec4-8acd-55336853b36d" . "https://w3id.org/ro-id/d141c130-5f71-434b-bec7-7d0a7bf04866" . "https://w3id.org/ro-id/d411101b-607a-4d91-9083-f758b231d7d7" . "https://w3id.org/ro-id/053300b2-dc31-47da-acf8-f9762172db11" . "https://w3id.org/ro-id/2ca4ff76-09d3-40e1-a5d6-ad14f8bf54b0" . "https://w3id.org/ro-id/41f9bed9-2c37-4650-b66a-3b114ead897e" . "https://w3id.org/ro-id/46ccca46-e6ba-4691-9400-48d394b149a2" . "https://w3id.org/ro-id/4cb646b7-a6bd-4524-9229-4317432f9356" . "https://w3id.org/ro-id/4fbb76bc-c305-43d5-908c-be756ec1be1c" . "https://w3id.org/ro-id/76c691a3-c288-4b63-9229-52df9f4e9bd0" . "https://w3id.org/ro-id/82c3fb9d-e4c6-4779-8cd9-9094115c5a01" . "https://w3id.org/ro-id/83d7c3e3-0223-4664-b8ec-e96f1c583796" . "https://w3id.org/ro-id/89c474d1-c53b-49fe-b3b3-2f6457b8e476" . "https://w3id.org/ro-id/8cd4ebf9-cad8-41e3-bcad-7576f7ad35ec" . "https://w3id.org/ro-id/a1ee4c7e-dee0-4422-9176-70c289b8ddeb" . "https://w3id.org/ro-id/ad49bd1c-5e21-4252-a398-5ff4b396840a" . "https://w3id.org/ro-id/c6261968-2ffc-4ccb-9be2-136aea5f9021" . "https://w3id.org/ro-id/d55bde37-5571-4dec-bb39-0bfde7fd4bb2" . "https://w3id.org/ro-id/d6afbe56-06d8-42f0-aa23-3430d30b3b57" . "https://w3id.org/ro-id/e4ab9753-7631-4fdb-ba98-999578c15f7b" . "https://w3id.org/ro-id/eee44c75-27de-44e0-8831-2ad92376836f" . "https://w3id.org/ro-id/fc0776e8-af3a-4fe8-9b4d-4ef86f5f829e" . "https://w3id.org/ro-id/02eace45-4cf7-4175-a926-599c37b5c13b" . "https://w3id.org/ro-id/4a462efa-a445-40a5-b68c-5a24da8c286d" . "https://w3id.org/ro-id/792d7b48-d709-48ec-919a-1b4296b7c350" . "https://w3id.org/ro-id/889c947f-95b1-4703-89ed-57f96c6a9ae2" . "https://w3id.org/ro-id/8a601645-bf32-41f8-ba0b-8f5088ae98d7" . "https://w3id.org/ro-id/8b97edf8-9184-470f-a217-139b627ac0c4" . "https://w3id.org/ro-id/9dbb1e94-def8-46d4-93ff-64c7f658a846" . "https://w3id.org/ro-id/cfab1009-c09b-408e-a2da-21ddec1c7420" . "https://w3id.org/ro-id/02883e7a-524e-416c-a57f-03e2da0abb84" . "https://w3id.org/ro-id/42175ea1-a69f-4998-9c5e-befe2f67e957" . "https://w3id.org/ro-id/59cc453b-500e-46c3-a1ad-eb6fed8553bc" . "https://w3id.org/ro-id/6399ae04-6087-4733-9659-8a01c869d227" . "https://w3id.org/ro-id/63bd591d-0977-4cd1-a22b-8083ac1d8f9a" . "https://w3id.org/ro-id/702efeac-a634-4c7c-8330-a0c9fd21794a" . "https://w3id.org/ro-id/7038c51a-d9ac-49aa-92a3-05383cd9073a" . "https://w3id.org/ro-id/72644ac9-6da8-4ed2-a175-89931b27b1d9" . "https://w3id.org/ro-id/73dc398e-7644-4e5c-839d-1ea943dea33b" . "https://w3id.org/ro-id/74e45610-a4f4-4f22-92ef-9a02ab11e804" . "https://w3id.org/ro-id/7aa67da6-fa7f-4ecd-b154-2aa1eafa8455" . "https://w3id.org/ro-id/7bc748c3-54d1-4916-a598-4446500b3683" . "https://w3id.org/ro-id/8660aa0a-e578-4076-89a3-75a745b12774" . "https://w3id.org/ro-id/b8905408-cdeb-4b15-a9e6-cdc18bbb4ad7" . "https://w3id.org/ro-id/bc8370b9-4232-4f93-880f-525ce4ba1924" . "https://w3id.org/ro-id/cab94b47-01a7-4523-92d5-d31c5ebb2e2f" . "https://w3id.org/ro-id/de1202e6-fef8-40d8-b70c-b5ed6ccc6baf" . "https://w3id.org/ro-id/e593338d-ab22-47ae-8d56-eb8c909e2e43" . "https://w3id.org/ro-id/e5d3809e-08ea-4fe5-a96c-003aa5fe77bf" . "https://w3id.org/ro-id/1dce6c51-6e53-4110-8f85-7ab5b694f80d" . "https://w3id.org/ro-id/31a6ed78-c6c3-4f9a-b3c6-4c96e9cb8eb0" . "https://w3id.org/ro-id/6820ba72-9f8f-479f-9206-4d8500274ce9" . "https://w3id.org/ro-id/7f306457-62d2-4dd4-8930-11c3b9129c1d" . "https://w3id.org/ro-id/818b2c20-be83-4c6f-9191-2aab81b47d9b" . "https://w3id.org/ro-id/856d187d-c96a-4da1-8743-3c477106be9b" . "https://w3id.org/ro-id/b05ec41f-e5e5-45d5-8957-17891e714f81" . "https://w3id.org/ro-id/bc1a37b6-03ee-4000-9f8a-8966cf1f5924" . "https://w3id.org/ro-id/c050e1ee-d288-4cea-bab6-26c978ade3a3" . "https://w3id.org/ro-id/d7842191-ae53-44bd-996c-6a56e6dc663c" . "https://w3id.org/ro-id/d9f3778f-9f3d-43e6-9e5a-36b75a4b96ac" . "https://w3id.org/ro-id/45b83962-460b-40a8-8bcb-de6e2ff1294a" . "https://w3id.org/ro-id/64ca15de-e2eb-465e-8469-0c28a6df89ef" . "Petrizzo, Antonio, Valentina Grande, Vanessa Moschino, and Fantina Madricardo. \"Automatic detection of MLs targets from the bathymetry.\" ROHub. May 09 ,2022. https://doi.org/10.24424/w5qx-b223." . . . "POLYGON ((12.308206558227539 45.42613630538257, 12.307777404785156 45.42538332041329, 12.315845489501953 45.42345563312358, 12.32764720916748 45.42216043125598, 12.32764720916748 45.42327490906539, 12.323012351989746 45.423425512487384, 12.316746711730955 45.425835112600126, 12.31241226196289 45.424901404761854, 12.308206558227539 45.42613630538257))" . . . "Here some results" . . . . . "Results" . . . "Related documents and resources" . . . . . . . "Document" . . . "Data input" . . . "Input" . . . "It contains Jupyter notebook" . . . "Notebooks" . . . . . "1747374"^^ . "https://api.rohub.org/api/resources/09e78055-8aad-4a02-8c5d-2574c53c6011/download/" . . "2022-05-09 10:57:07.579893+00:00" . "2022-08-30 14:29:55.484341+00:00" . "application/pdf" . . "EASME/EMFF/2017/1.2.1.12/S2/05/SI2.789314 MarGnet official document with description of the application of the tool." . "2022-05-09 10:57:07.579893+00:00" . . . . . "4845062"^^ . "https://api.rohub.org/api/resources/13faac2d-213a-45de-8936-09c728df7396/download/" . . "2022-05-09 10:55:40.290485+00:00" . "2022-08-30 14:30:06.537698+00:00" . "image/png" . . "Marine Litter Identification from Bathymetry" . "2022-05-09 10:55:40.290485+00:00" . . . . . "726695"^^ . "https://api.rohub.org/api/resources/20119b4f-da6f-4723-8c5c-0f3367af1ec6/download/" . . "2022-05-09 10:57:14.645946+00:00" . "2022-08-30 14:29:53.745052+00:00" . "application/pdf" . . "EASME/EMFF/2017/1.2.1.12/S2/05/SI2.789314 MarGnet official document with description of ROs developed within MarGnet Project." . "2022-05-09 10:57:14.645946+00:00" . . . . . "http://gismarcloud.myqnapcloud.com:8080/share.cgi?ssid=d0c16040872e4a47aee5b6664873057f" . . "2022-08-29 09:49:06.931474+00:00" . "2022-08-30 14:29:48.715389+00:00" . "Shape file with targets detected from bathymetry" . . "Arcgis workflow output" . "2022-08-29 09:49:06.931474+00:00" . . . . . "3737442"^^ . "https://api.rohub.org/api/resources/2fcce231-9d47-4ec7-98d0-f11ce56703b4/download/" . . "2022-05-09 10:57:00.318622+00:00" . "2022-08-30 14:29:57.372213+00:00" . "application/pdf" . . "EASME/EMFF/2017/1.2.1.12/S2/05/SI2.789314 MarGnet official document with description of the tool." . "2022-05-09 10:57:00.318622+00:00" . . . . . "1361042"^^ . "https://api.rohub.org/api/resources/410ea324-cdcb-42ba-b086-b7ccf0b585a1/download/" . . "2022-05-09 10:55:56.304257+00:00" . "2022-08-30 14:30:08.149000+00:00" . "image/png" . . "ArcGis workflow scheme" . "2022-05-09 10:55:56.304257+00:00" . . . . . "9034979"^^ . "https://api.rohub.org/api/resources/7c020821-7dd4-443a-abb7-e4d578bf91a7/download/" . . "2022-05-09 10:56:09.722854+00:00" . "2022-08-30 14:30:03.652469+00:00" . "image/png" . . "Example of targets detection from bathymetry" . "2022-05-09 10:56:09.722854+00:00" . . . . . "10597825"^^ . "https://api.rohub.org/api/resources/aa1513e8-fb5d-4e6d-a1a3-2d3eed682878/download/" . . "2022-05-09 10:56:21.011021+00:00" . "2022-08-30 14:30:00.441795+00:00" . "image/png" . . "Example of targets detection from bathymetry (zoom)" . "2022-05-09 10:56:21.011021+00:00" . . . . . "https://doi.org/10.3997/1873-0604.2012018" . . "2022-05-09 10:57:24.554269+00:00" . "2022-08-30 14:29:49.853481+00:00" . "This paper presents a semi-automated method to recognize, spatially delineate and characterise morphometrically pockmarks at the seabed" . . "Semi-automated characterisation of seabed pockmarks in the central North Sea" . "2022-05-09 10:57:24.554269+00:00" . . . . . "https://notebooks.egi.eu/user/da47d3640f619a02cb075c15d288fc09e053bf46b90d26ec335392acdfae866b@egi.eu/doc/tree/datahub/Reliance/MarGnet_ML/arcWorkflow.ipynb" . . "2022-05-09 10:55:53.416434+00:00" . "2022-08-30 14:29:46.615503+00:00" . "This Notebook provides a workflow of ArcGis toolboxes to identify ML targets from bathynetry." . . "Marine Litter Targets Identification" . "2022-05-09 10:55:53.416434+00:00" . . . . . "http://libeccio.bo.ismar.cnr.it:8080/geonetwork/srv/eng/catalog.search#/metadata/dd465b46-0217-426a-ba81-4acadf0d12b9" . . "2022-05-31 11:56:50.978305+00:00" . "2022-08-30 14:29:46.697417+00:00" . "Bathymetry metadata description" . . "Sacca Fisola, Venice, 2021 metadata description" . "2022-05-31 11:56:50.978305+00:00" . . . . . "https://reliance.rohub.org/overview?7bc38514-796e-47e6-81cb-b8f91247a854&activetab=overview" . . "2022-05-09 10:57:20.433002+00:00" . "2022-08-30 14:29:49.671093+00:00" . "Track of a net from water coloumn data" . . "RO created wihin EASME/EMFF/2017/1.2.1.12/S2/05/SI2.789314 MarGnet" . "2022-05-09 10:57:20.433002+00:00" . . . . . "http://libeccio.bo.ismar.cnr.it:8080/geonetwork/srv/eng/catalog.search#/metadata/b9f63328-264e-4d28-94b7-397e50cf2dad" . . "2022-05-31 16:19:48.804055+00:00" . "2022-08-30 14:29:41.142106+00:00" . "ArcGis workflow output metadata" . . "ArcGis workflow output description" . "2022-05-31 16:19:48.804055+00:00" . . . . . "http://gismarcloud.myqnapcloud.com:8080/share.cgi?ssid=ccf2ae1e2ec14a848b8607fc268d8bea" . . "2022-08-29 09:41:27.976951+00:00" . "2022-08-30 14:29:47.792135+00:00" . "Bathymetric data from Sacca Fisola 2021 survey" . . "Sacca Fisola, Venice, 2021 data" . "2022-08-29 09:41:27.976951+00:00" . . . . . "https://reliance.rohub.org/overview?f8a252e5-47da-410b-9096-526bc50d19a3&activetab=overview" . . "2022-05-09 10:57:22.558491+00:00" . "2022-08-30 14:29:41.054228+00:00" . "calculates the sink velocity of a net floating in water starting from water column data" . . "RO created wihin EASME/EMFF/2017/1.2.1.12/S2/05/SI2.789314 MarGnet" . "2022-05-09 10:57:22.558491+00:00" . . . . . "workflow in ArcGIS" . "11.502347417840376" . "19.6" . . "The methodology proposed by the marGnet project is to use acoustic and video remote sensing on a large scale to map ML on the seafloor and to model the ML hotspot through modelling." . "5.3500660501981505" . "8.1" . . "bathymetry data" . "2.288732394366197" . "3.9" . . "Moreover, the deliverable provides a comparison with the data and efficiency of other seafloor survey methods." . "2.708058124174372" . "4.1" . . "output file" . "2.7875680871515534" . "8.7" . . "technical terminology" . "3.7974683544303796" . "3.0" . . "experiment" . "4.2099192618223755" . "7.3" . . "Fishing" . "Lifestyle and leisure/Leisure/Recreational activities/Fishing" . . "experiment data" . "2.112676056338028" . "3.6" . . "information" . "2.1147068247356615" . "6.6" . . "geosciences" . "27.830249979278406" . "0.6449216604232788" . . "Synthetic and plastic chemicals" . "Economy, business and finance/Economic sector/Chemicals/Synthetic and plastic chemicals" . . "Library and museum" . "Arts, culture and entertainment/Culture/Library and museum" . . "marine litter" . "5.4209919261822375" . "9.4" . . "MBES" . "2.306805074971165" . "4.0" . . "The first operation block (Execute code) creates the work directory, downloads and extracts the input file, downloads and executes the Matlab code (vel) and finally compresses the output file in only one.zip file." . "4.425363276089828" . "6.7" . . "The so created Research Object is composed by two inputs (Workflow input ports in Fig.) two operation blocks (in light blue in Fig.) and one output (Workflow output ports in Fig.)" . "3.4346103038309113" . "5.2" . . "software" . "4.177215189873418" . "3.3" . . "Matlab code" . "2.0539906103286385" . "3.5" . . "data" . "3.9215686274509802" . "6.8" . . "experiment location" . "1.9953051643192488" . "3.4" . . "detection of ml" . "10.856807511737088" . "18.5" . . "study" . "2.3389939122076258" . "7.3" . . "Venice" . "https://www.wikidata.org/wiki/Q641" . . "detection" . "7.439446366782007" . "12.9" . . "earth sciences" . "16.368849689426614" . "0.4702737629413605" . . "computer science" . "12.151898734177216" . "9.6" . . "oceanography" . "33.72539860988673" . "0.9689239263534546" . . "bathymetry" . "2.7681660899653977" . "4.8" . . "CNR ISMAR Venice" . "antonio.petrizzo@ve.ismar.cnr.it" . "Antonio Petrizzo" . . "direttore@ismar.cnr.it" . "CNR-ISMAR" . . "CNR ISMAR" . "fantina.madricardo@ve.ismar.cnr.it" . "Fantina Madricardo" . . "CNR ISMAR Venice" . "vanessa.moschino@ve.ismar.cnr.it" . "Vanessa Moschino" . . "" . "Chemistry" . . . "service-account-enrichment" . . . . "10.24424/mgch-7b29" . "False" . "https://w3id.org/ro-id/72dc783e-9ce2-474c-99c0-3969c014c523" . "2022-09-20 12:43:22.456882+00:00" . "https://orcid.org/0000-0003-2388-0744" . . . "5871"^^ . "https://api.rohub.org/api/ros/b90bc0b8-2d26-4e0c-b255-c2399b52d45d/crate/download/" . . "2022-01-19 19:48:03.265688+00:00" . "2024-03-05 12:17:12.449514+00:00" . "2022-01-19 19:48:03.265688+00:00" . "A carboxylic acid is an organic acid that contains a carboxyl group (C(=O)OH) attached to an R-group. The general formula of a carboxylic acid is R−COOH or R−CO2H, with R referring to the alkyl, alkenyl, aryl, or other group. Carboxylic acids occur widely. Important examples include the amino acids and fatty acids. Deprotonation of a carboxylic acid gives a carboxylate anion." . "application/ld+json" . . "https://w3id.org/ro-id/b90bc0b8-2d26-4e0c-b255-c2399b52d45d" . . "Carboxylic acids - snapshot" . "Carboxylic acids" . "MANUAL" . "alkyl" . "amino acid" . "anion" . "carboxyl" . "carboxylate" . "carboxylic acid" . "chemical formula" . "fatty acid" . "free radical" . "organic acid" . "protonation" . "earth sciences" . "Chemistry" . "Organic chemical" . "amino acid" . "anion" . "carboxyl group" . "carboxylic acid" . "fatty acid" . "group" . "organic acid" . "chemistry and materials" . "carboxylate anion" . "contain a carboxyl group" . "formula of a carboxylic acid" . "include the amino acids" . "protonation of a carboxylic acid" . "A carboxylic acid is an organic acid that contains a carboxyl group (C(O)OH) attached to an R-group." . "Deprotonation of a carboxylic acid gives a carboxylate anion." . "The general formula of a carboxylic acid is R?" . "chemistry" . "organic chemistry" . "Wolniewicz, Małgorzata. \"Carboxylic acids.\" ROHub. Jan 19 ,2022. https://doi.org/10.24424/mgch-7b29." . . . . . . "Pictures" . . . . . "https://upload.wikimedia.org/wikipedia/commons/thumb/8/87/Carboxyl-3D-space-filling-labelled.png/300px-Carboxyl-3D-space-filling-labelled.png" . . "2022-01-19 19:49:57.141598+00:00" . "2022-09-20 12:43:21.522882+00:00" . "image/png" . . "300px-Carboxyl-3D-space-filling-labelled.png" . "2022-01-19 19:49:57.141598+00:00" . . . . . "https://upload.wikimedia.org/wikipedia/commons/thumb/b/b5/Carboxylic-acid.svg/300px-Carboxylic-acid.svg.png" . . "2022-01-19 19:49:17.752475+00:00" . "2022-09-20 12:43:20.971265+00:00" . "image/png" . . "300px-Carboxylic-acid.svg.png" . "2022-01-19 19:49:17.752475+00:00" . . . . . "https://upload.wikimedia.org/wikipedia/commons/thumb/8/8e/Carboxylate-resonance-hybrid.png/300px-Carboxylate-resonance-hybrid.png" . . "2022-01-19 19:49:42.590787+00:00" . "2022-09-20 12:43:21.378826+00:00" . "image/png" . . "300px-Carboxylate-resonance-hybrid.png" . "2022-01-19 19:49:42.590787+00:00" . . . . . "" . "Chemistry" . . . . . "https://upload.wikimedia.org/wikipedia/commons/thumb/8/87/Carboxyl-3D-space-filling-labelled.png/300px-Carboxyl-3D-space-filling-labelled.png" . . "2022-01-19 19:49:57.141598+00:00" . "2022-09-21 19:34:48.406794+00:00" . "image/png" . . "300px-Carboxyl-3D-space-filling-labelled.png" . "2022-01-19 19:49:57.141598+00:00" . . . . . "https://upload.wikimedia.org/wikipedia/commons/thumb/8/8e/Carboxylate-resonance-hybrid.png/300px-Carboxylate-resonance-hybrid.png" . . "2022-01-19 19:49:42.590787+00:00" . "2022-09-21 19:34:47.123191+00:00" . "image/png" . . "300px-Carboxylate-resonance-hybrid.png" . "2022-01-19 19:49:42.590787+00:00" . . . . . "https://upload.wikimedia.org/wikipedia/commons/thumb/b/b5/Carboxylic-acid.svg/300px-Carboxylic-acid.svg.png" . . "2022-01-19 19:49:17.752475+00:00" . "2022-09-21 19:34:44.510173+00:00" . "image/png" . . "300px-Carboxylic-acid.svg.png" . "2022-01-19 19:49:17.752475+00:00" . . . . "2022-10-29 10:59:49.415347+00:00" . . . . . . "https://doi.org/10.24424/sc7x-ha64" . . "False" . . "2022-09-21 19:35:01.092825+00:00" . . . . "11900"^^ . "https://api.rohub.org/api/ros/6aa4b4a0-c7dc-4762-aee1-e8dc94a1705c/crate/download/" . . . "2022-01-19 19:48:03.265688+00:00" . "2025-10-18 11:21:10.990436+00:00" . "2022-01-19 19:48:03.265688+00:00" . "A carboxylic acid is an organic acid that contains a carboxyl group (C(=O)OH) attached to an R-group. The general formula of a carboxylic acid is R−COOH or R−CO2H, with R referring to the alkyl, alkenyl, aryl, or other group. Carboxylic acids occur widely. Important examples include the amino acids and fatty acids. Deprotonation of a carboxylic acid gives a carboxylate anion." . "application/ld+json" . . "https://w3id.org/ro-id/6aa4b4a0-c7dc-4762-aee1-e8dc94a1705c" . . "Carboxylic acids" . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Wolniewicz, Małgorzata, and Paweł Babalski. \"Carboxylic acids.\" ROHub. Jan 19 ,2022. https://doi.org/10.24424/sc7x-ha64." . . . . . . "Pictures" . . . . . . "organic acid" . "16.073781291172594" . "12.2" . . "chemistry and materials" . "100.0" . "0.7690860033035278" . . "Organic chemical" . "Economy, business and finance/Economic sector/Chemicals/Organic chemical" . . "carboxyl group" . "9.617918313570486" . "7.3" . . "geochemistry" . "100.0" . "0.9274783134460449" . . "protonation of a carboxylic acid" . "30.099228224917308" . "27.3" . . "chemistry and materials (general)" . "100.0" . "0.7690860033035278" . . "carboxylate anion" . "44.65270121278942" . "40.5" . . "fatty acid" . "12.012644889357217" . "11.4" . . "Chemistry" . "Science and technology/Natural science/Chemistry" . . "carboxylate" . "4.636459430979979" . "4.4" . . "chemistry" . "66.81749622926094" . "44.3" . . "anion" . "5.690200210748156" . "5.4" . . "include the amino acids" . "2.976846747519294" . "2.7" . . "amino acid" . "9.16754478398314" . "8.7" . . "fatty acid" . "14.756258234519104" . "11.2" . . "group" . "8.827404479578393" . "6.7" . . "free radical" . "7.79768177028451" . "7.4" . . "The general formula of a carboxylic acid is R−" . "18.96551724137931" . "12.1" . . "Deprotonation of a carboxylic acid gives a carboxylate anion." . "26.175548589341695" . "16.7" . . "organic chemistry" . "33.18250377073907" . "22.0" . . "alkyl" . "3.898840885142255" . "3.7" . . "amino acid" . "11.462450592885373" . "8.7" . . "A carboxylic acid is an organic acid that contains a carboxyl group (C(=O)OH) attached to an R-group." . "54.858934169278996" . "35.0" . . "earth sciences" . "100.0" . "0.9274783134460449" . . "contain a carboxyl group" . "2.976846747519294" . "2.7" . . "carboxyl" . "7.270811380400421" . "6.9" . . "anion" . "7.246376811594202" . "5.5" . . "protonation" . "5.163329820864067" . "4.9" . . "organic acid" . "12.750263435194942" . "12.1" . . "chemical formula" . "5.5848261327713375" . "5.3" . . "formula of a carboxylic acid" . "19.294377067254686" . "17.5" . . "carboxylic acid" . "26.027397260273972" . "24.7" . . "carboxylic acid" . "32.01581027667984" . "24.3" . . "Paweł Babalski" . . "service-account-enrichment" . . "" . "Chemistry" . . "chemistry and materials" . "100.0" . "0.7690860033035278" . . "fatty acid" . "12.012644889357217" . "11.4" . . "service-account-enrichment" . . . . "https://doi.org/10.24424/k5t9-z972" . "False" . "https://w3id.org/ro-id/72dc783e-9ce2-474c-99c0-3969c014c523" . "2022-09-21 19:38:11.999108+00:00" . "https://orcid.org/0000-0003-2388-0744" . . . "7955"^^ . "https://api.rohub.org/api/ros/0566d7df-d790-44bd-bcd1-fe89c0582a29/crate/download/" . . "2022-01-19 19:48:03.265688+00:00" . "2024-03-05 12:17:12.569780+00:00" . "2022-01-19 19:48:03.265688+00:00" . "A carboxylic acid is an organic acid that contains a carboxyl group (C(=O)OH) attached to an R-group. The general formula of a carboxylic acid is R−COOH or R−CO2H, with R referring to the alkyl, alkenyl, aryl, or other group. Carboxylic acids occur widely. Important examples include the amino acids and fatty acids. Deprotonation of a carboxylic acid gives a carboxylate anion." . "application/ld+json" . . "https://w3id.org/ro-id/0566d7df-d790-44bd-bcd1-fe89c0582a29" . . "Carboxylic acids - snapshot" . "Carboxylic acids" . "MANUAL" . "https://w3id.org/ro-id/3250ea92-c99b-4cba-8ba4-f8e4a48ef737" . "https://w3id.org/ro-id/62521849-feb2-4b0b-9456-85d697be1afe" . "https://w3id.org/ro-id/049e52e8-b766-4e5f-ad02-b2363d3dea6a" . "https://w3id.org/ro-id/2ce15c8f-ad5f-4200-9238-2905b84cbfa0" . "https://w3id.org/ro-id/380db561-5ac9-4a85-a908-3aed3e5a6dc6" . "https://w3id.org/ro-id/61f7a284-38fd-4a4d-8f16-3e1b2e4772c3" . "https://w3id.org/ro-id/7ea4f9e6-fb61-4e45-a05e-e66118a8172e" . "https://w3id.org/ro-id/96bbad8b-b913-4009-add7-292d921daba2" . "https://w3id.org/ro-id/977a7f7a-bb8f-41ae-a367-6e949ac2544e" . "https://w3id.org/ro-id/c3fa043f-d1ef-4842-9243-3a50e0c83c6b" . "https://w3id.org/ro-id/e1245df8-7fd7-4f45-9a95-ee1416387a03" . "https://w3id.org/ro-id/e3bd229c-f5b6-47e0-a691-05aa38855b6c" . "https://w3id.org/ro-id/f2062f98-e3a4-4338-9ca6-4af2f70f2041" . "https://w3id.org/ro-id/df8a7871-3966-4e5f-88d2-a299095de34f" . "https://w3id.org/ro-id/e6226e3c-5527-45eb-a70a-366c1817782b" . "https://w3id.org/ro-id/23f1c7b5-75a2-4d33-86e4-57cda4b5da50" . "https://w3id.org/ro-id/be27129c-cee8-4082-b624-9e1f58322850" . "https://w3id.org/ro-id/30a6fb45-fb09-4222-a3d6-29ab5eb8b8e1" . "https://w3id.org/ro-id/334da04f-4a6d-4cda-820d-b885b15232bb" . "https://w3id.org/ro-id/4552d3a0-8964-496b-86fe-022ce1fe9930" . "https://w3id.org/ro-id/4a7043f6-a428-412f-aa8b-652c3e488cd8" . "https://w3id.org/ro-id/604f1eb4-aa92-44cd-8e18-d4e78e0887c5" . "https://w3id.org/ro-id/e006c931-08f9-497d-b8f0-a6c8e2656015" . "https://w3id.org/ro-id/f85b3b50-8049-409d-a0b9-f24f94040d1e" . "https://w3id.org/ro-id/01978f65-0163-44c7-abd7-31ac90bd9192" . "https://w3id.org/ro-id/54ba604e-a315-4848-818c-92637a3da799" . "https://w3id.org/ro-id/0a4adb15-1148-4e64-b29a-3c1bdf878c51" . "https://w3id.org/ro-id/40ca46c9-c5e0-466c-af9d-c67ca4831b14" . "https://w3id.org/ro-id/491506bb-7cf8-4bc1-97d2-1629b82d2878" . "https://w3id.org/ro-id/86e0cffa-a582-4525-ae70-7ef53ea49699" . "https://w3id.org/ro-id/a902fdde-e9df-45ab-a3f1-4846073a6f92" . "https://w3id.org/ro-id/98b7de0b-9ce9-4e62-a400-285cd9ac45b7" . "https://w3id.org/ro-id/ac60b015-30e4-426d-86b4-c398b1224099" . "https://w3id.org/ro-id/ed0104f9-06e4-4856-961f-eebc89694f76" . "Wolniewicz, Małgorzata. \"Carboxylic acids.\" ROHub. Jan 19 ,2022. https://doi.org/10.24424/k5t9-z972." . . . . . . "Pictures" . . . . . "https://upload.wikimedia.org/wikipedia/commons/thumb/b/b5/Carboxylic-acid.svg/300px-Carboxylic-acid.svg.png" . . "2022-01-19 19:49:17.752475+00:00" . "2022-09-21 19:38:00.155957+00:00" . "image/png" . . "300px-Carboxylic-acid.svg.png" . "2022-01-19 19:49:17.752475+00:00" . . . . . "https://upload.wikimedia.org/wikipedia/commons/thumb/8/87/Carboxyl-3D-space-filling-labelled.png/300px-Carboxyl-3D-space-filling-labelled.png" . . "2022-01-19 19:49:57.141598+00:00" . "2022-09-21 19:38:03.215000+00:00" . "image/png" . . "300px-Carboxyl-3D-space-filling-labelled.png" . "2022-01-19 19:49:57.141598+00:00" . . . . . "https://upload.wikimedia.org/wikipedia/commons/thumb/8/8e/Carboxylate-resonance-hybrid.png/300px-Carboxylate-resonance-hybrid.png" . . "2022-01-19 19:49:42.590787+00:00" . "2022-09-21 19:38:02.473015+00:00" . "image/png" . . "300px-Carboxylate-resonance-hybrid.png" . "2022-01-19 19:49:42.590787+00:00" . . . . . "include the amino acids" . "2.976846747519294" . "2.7" . . "Chemistry" . "Science and technology/Natural science/Chemistry" . . "free radical" . "7.79768177028451" . "7.4" . . "carboxyl group" . "9.617918313570486" . "7.3" . . "chemistry" . "66.81749622926094" . "44.3" . . "carboxylic acid" . "32.01581027667984" . "24.3" . . "carboxylate" . "4.636459430979979" . "4.4" . . "formula of a carboxylic acid" . "19.294377067254686" . "17.5" . . "organic acid" . "16.073781291172594" . "12.2" . . "protonation of a carboxylic acid" . "30.099228224917308" . "27.3" . . "anion" . "7.246376811594202" . "5.5" . . "chemistry and materials (general)" . "100.0" . "0.7690860033035278" . . "amino acid" . "11.462450592885373" . "8.7" . . "carboxyl" . "7.270811380400421" . "6.9" . . "organic chemistry" . "33.18250377073907" . "22.0" . . . "carboxylic acid" . "26.027397260273972" . "24.7" . . "carboxylate anion" . "44.65270121278942" . "40.5" . . "amino acid" . "9.16754478398314" . "8.7" . . "anion" . "5.690200210748156" . "5.4" . . "Deprotonation of a carboxylic acid gives a carboxylate anion." . "26.175548589341695" . "16.7" . . "contain a carboxyl group" . "2.976846747519294" . "2.7" . . "A carboxylic acid is an organic acid that contains a carboxyl group (C(O)OH) attached to an R-group." . "54.858934169278996" . "35.0" . . "Organic chemical" . "Economy, business and finance/Economic sector/Chemicals/Organic chemical" . . "organic acid" . "12.750263435194942" . "12.1" . . "earth sciences" . "100.0" . "0.9274783134460449" . . "group" . "8.827404479578393" . "6.7" . . "protonation" . "5.163329820864067" . "4.9" . . "chemical formula" . "5.5848261327713375" . "5.3" . . "geochemistry" . "100.0" . "0.9274783134460449" . . "The general formula of a carboxylic acid is R?" . "18.96551724137931" . "12.1" . . "alkyl" . "3.898840885142255" . "3.7" . . "fatty acid" . "14.756258234519104" . "11.2" . . "" . "Applied sciences" . . "" . "Earth sciences" . . . . . "https://discourse.pangeo.io/t/september-1-2022-handling-large-geo-data-with-julia/2656" . . "2022-09-02 19:15:52.939627+00:00" . "2022-10-05 11:05:10.738946+00:00" . "You will find here all the information published to advertise the Pangeo Show & Tell Talk frm Felix Cremer on \"Handling large geo data with Julia \"." . . "Pangeo discourse post announcing 1st September Show & Tell by Felix Cremer." . "2022-09-02 19:15:52.939627+00:00" . . . . . "https://github.com/JuliaDataCubes/ESDLTutorials" . . "2022-09-02 19:36:28.455672+00:00" . "2022-10-05 11:05:08.571565+00:00" . "This will become a selection of tutorials on the use of ESDL.jl and YAXArrays.jl julia packages for the handling of large scale out-of-core geospatial datasets." . "github" . . "ESDLtutorial Github repository." . "2022-09-02 19:36:28.455672+00:00" . . . . . "https://github.com/JuliaDataCubes/ESDLTutorials/raw/main/data/ne_50m_admin_0_countries.dbf" . . "2022-09-02 19:27:25.914754+00:00" . "2022-10-05 11:04:59.380562+00:00" . "Part of ne_50m_admin_0_countries shapefile." . . "ne_50m_admin_0_countries.dbf" . "2022-09-02 19:27:25.914754+00:00" . . . . . "https://github.com/JuliaDataCubes/ESDLTutorials/raw/main/data/ne_50m_admin_0_countries.shp" . . "2022-09-02 19:28:35.477795+00:00" . "2022-10-05 11:05:01.072396+00:00" . "Part of ne_50m_admin_0_countries shapefile." . "application/x-qgis" . . "ne_50m_admin_0_countries.shp" . "2022-09-02 19:28:35.477795+00:00" . . . . . "https://github.com/JuliaDataCubes/ESDLTutorials/raw/main/data/ne_50m_admin_0_countries.shx" . . "2022-09-02 19:29:06.833916+00:00" . "2022-10-05 11:05:08.283815+00:00" . "Part of ne_50m_admin_0_countries shapefile." . "application/x-qgis" . . "ne_50m_admin_0_countries.shx" . "2022-09-02 19:29:06.833916+00:00" . . . . . "https://hackmd.io/@pangeo/showandtell" . . "2022-09-20 12:05:09.775445+00:00" . "2022-10-05 11:05:12.569218+00:00" . "This is the shared document we use for all the Pangeo Show and Tell. We collect information, Q&A and feedback.\nEach Show and Tell has its own sub-section." . . "HackMD Pangeo Show and Tell" . "2022-09-20 12:05:09.775445+00:00" . . . . . "https://juliadatacubes.github.io/YAXArrays.jl/dev/" . . "2022-09-02 19:18:10.607898+00:00" . "2022-10-05 11:05:10.000002+00:00" . "YAXArrays.jl is another xarray-like Julia package.\n\nA package for operating on out-of-core labeled arrays, based on stores like NetCDF, Zarr or GDAL.\n\nPackage Features:\n\n- open datasets from a variety of sources (NetCDF, Zarr, ArchGDAL)\n- interoperability with other named axis packages through YAXArrayBase\n- efficient mapslices(x) operations on huge multiple arrays, optimized for high-latency data access (object storage, compressed datasets)" . . "YAXArrays.jl Documentation" . "2022-09-02 19:18:10.607898+00:00" . . . . . "https://raw.githubusercontent.com/JuliaDataCubes/ESDLTutorials/main/data/ne_50m_admin_0_countries.README.html" . . "2022-09-02 19:23:40.734491+00:00" . "2022-10-05 11:05:10.091697+00:00" . "Admin 0 & Countries | Natural Earth" . "text/html" . . "ne_50m_admin_0_countries.README.html" . "2022-09-02 19:23:40.734491+00:00" . . . . . "https://raw.githubusercontent.com/JuliaDataCubes/ESDLTutorials/main/data/ne_50m_admin_0_countries.VERSION.txt" . . "2022-09-02 19:24:56.813174+00:00" . "2022-10-05 11:05:08.830771+00:00" . "Version" . "text/plain" . . "ne_50m_admin_0_countries.VERSION.txt" . "2022-09-02 19:24:56.813174+00:00" . . . . . "https://raw.githubusercontent.com/JuliaDataCubes/ESDLTutorials/main/data/ne_50m_admin_0_countries.cpg" . . "2022-09-02 19:26:00.758390+00:00" . "2022-10-05 11:05:10.411799+00:00" . "cpg file from shapefile dataset." . . "ne_50m_admin_0_countries.cpg" . "2022-09-02 19:26:00.758390+00:00" . . . . . "https://raw.githubusercontent.com/JuliaDataCubes/ESDLTutorials/main/data/ne_50m_admin_0_countries.prj" . . "2022-09-02 19:27:59.472971+00:00" . "2022-10-05 11:05:12.806251+00:00" . "Part of ne_50m_admin_0_countries shapefile (projection information)." . . "ne_50m_admin_0_countries.prj" . "2022-09-02 19:27:59.472971+00:00" . . . . . "https://raw.githubusercontent.com/JuliaDataCubes/ESDLTutorials/main/overallintro.ipynb" . . "2022-09-02 19:19:48.682613+00:00" . "2022-10-05 11:05:09.458760+00:00" . "Jupyter Notebook used by Felix during the Pangeo Show & Tell to demonstrate how to use EarthDataLab.jl to do large scale computations.\n\nTo execute this Jupyter Notebook, data contained in the \"input folder\" is needed (please create a folder called \"data\" in the folder where you have stored the notebook)." . . "How to use EarthDataLab.jl to do large scale computations (Jupyter Notebook)" . "2022-09-02 19:19:48.682613+00:00" . . . "04jcwf484" . "Nordic e-Infrastructure Collaboration" . . "POLYGON ((6.152342408895493 36.11420992771953, 6.152342408895493 46.14432008685165, 19.042966514825824 46.14432008685165, 19.042966514825824 36.11420992771953, 6.152342408895493 36.11420992771953))" . "6.152342408895493 36.11420992771953, 6.152342408895493 46.14432008685165, 19.042966514825824 46.14432008685165, 19.042966514825824 36.11420992771953, 6.152342408895493 36.11420992771953" . . . "c23c13de-3616-4fe4-9df0-64c0c303b28b" . "POLYGON ((6.152342408895493 36.11420992771953, 6.152342408895493 46.14432008685165, 19.042966514825824 46.14432008685165, 19.042966514825824 36.11420992771953, 6.152342408895493 36.11420992771953))" . . . . . . "10.24424/2byf-7r07" . "False" . . "2022-10-05 11:05:15.777066+00:00" . . . . . . "163759"^^ . "https://api.rohub.org/api/ros/77a61d94-3318-4d33-a3c0-4730e7026fdb/crate/download/" . . . "2022-09-02 19:02:01.731061+00:00" . "2024-03-05 12:18:33.627372+00:00" . "2022-09-02 19:02:01.731061+00:00" . "This talk is part of the Pangeo Show & Tell series and was given on September 1st 2022 by Felix Cremer.\n\nBio\nFelix Cremer received his diploma in mathematics from the University of Leipzig in 2014. In 2016 he started his PhD study on time series analysis of hypertemporal Sentinel-1 radar data. He currently works at the Max-Planck-Institute for Biogeochemistry on the development of the JuliaDataCubes ecosystem in the scope of the NFDI4Earth 5 project.\n\nAbstract\nThe Earth Data Lab (EDL) is a data cube framework in Julia for the efficient handling of raster data. It is based on the YAXArrays.jl package. YAXArrays.jl provides functionality to deal with labelled arrays, similar to the xarray python package and it also provides efficient and easy multithreading and distributed computation of user defined functions along arbitrary slices of the data.\nEarthDataLab.jl uses DiskArrays.jl in the backend to deal with out of memory datasets. In this Show-and-Tell Felix is going to give a short introduction into the EarthDataLab.jl package for raster data handling in Julia." . "application/ld+json" . . . . . "https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb" . "geodata" . "julia" . . "Video" . "Handling large geo data with Julia - snapshot" . "Handling large geo data with Julia" . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Felix Cremer, and Pangeo Europe. \"Handling large geo data with Julia.\" ROHub. Sep 02 ,2022. https://doi.org/10.24424/2byf-7r07." . . . "POLYGON ((6.152342408895493 36.11420992771953, 6.152342408895493 46.14432008685165, 19.042966514825824 46.14432008685165, 19.042966514825824 36.11420992771953, 6.152342408895493 36.11420992771953))" . . . . . . "output" . . . . . "tool" . . . . . "biblio" . . . . . . . . . . "input" . . . . . "138593"^^ . "https://api.rohub.org/api/resources/9b5c569a-f9bd-4147-9844-4d856bd858db/download/" . . "2022-09-02 19:30:37.195378+00:00" . "2022-10-05 11:05:15.216316+00:00" . "Plot from the Julia Jupyter notebook." . "image/png" . . "plot_italy_julia_pangeo_ST.png" . "2022-09-02 19:30:37.195378+00:00" . . . . . . "A community platform for Big Data geoscience" . "pangeo-europe@gmail.com" . "Pangeo" . "https://pangeo.io/" . . 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"series analysis" . "15.044247787610619" . "6.8" . . . . . "https://youtu.be/18_e8wmI9Os" . . "2022-09-02 19:13:04.311770+00:00" . "2022-10-05 11:05:08.693363+00:00" . "This is the recorded talk from Felix Cremer during the Pangeo Show & Tell in September 1st, 2022. Felix is going through his Julia Notebook and explain us about handling large geo data with Julia." . . "Youtube video \"Handling large geo data with julia by Felix Cremer.\"" . "2022-09-02 19:13:04.311770+00:00" . . "Max-Planck-Institute (Germany)" . "fcremer@bgc-jena.mpg.de" . "Felix Cremer" . . "pangeo.europe@gmail.com" . "Pangeo Europe" . . "" . "Applied sciences" . . "" . "Earth sciences" . . "" . "Earth observation" . . . . . "https://discourse.pangeo.io/t/discrete-global-grid-systems-dggs-use-with-pangeo/2274" . . "2022-10-07 12:57:56.628114+00:00" . "2022-10-25 15:48:28.199436+00:00" . "Discussion from Pangeo Discourse on DGGS use with Pangeo." . "discussion" . . "Pangeo discourse on \"Discrete Global Grid Systems (DGGS) use with Pangeo\"" . "2022-10-07 12:57:56.628114+00:00" . . . . . "https://discourse.pangeo.io/t/october-6-2022-dggs-and-their-potential-impact-in-geoscience-and-geospatial-communities/2759" . . "2022-10-25 15:45:23.831383+00:00" . "2022-10-25 15:48:40.680580+00:00" . "Pangeo discourse announcement." . "discourse" . . "Pangeo discourse announcement Show & Tell on \n\"October 6, 2022: DGGS and their potential impact in Geoscience and Geospatial communities\"" . "2022-10-25 15:45:23.831383+00:00" . . . . . "https://github.com/allixender/pangeo_dggs_2022" . . "2022-10-07 12:51:00.692996+00:00" . "2022-10-25 15:48:26.907094+00:00" . "Github repository with examples used during the Pangeo Show and Tell - 06. Oct., 2022 on \"DGGS and their potential impact in Geoscience and Geospatial\" by Alexander Kmoch (Landscape Geoinformatics Lab, University of Tartu, Estonia).\n\nTwitter:\n\n@Lgeoinformatics │ @allixender" . 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"POLYGON ((-175.78125000000003 -80.21861403809504, -175.78125000000003 84.00379284323029, 191.25002145767215 84.00379284323029, 191.25002145767215 -80.21861403809504, -175.78125000000003 -80.21861403809504))" . . . . . . "https://doi.org/10.24424/tg01-kv33" . "False" . . "2022-10-25 15:48:48.641529+00:00" . . . . . . . "10306143"^^ . "https://api.rohub.org/api/ros/d1f369cd-25a2-4fc6-b418-b2e7feed7cde/crate/download/" . . . "2022-10-04 09:22:53.114240+00:00" . "2024-03-05 12:17:36.266464+00:00" . "2022-10-04 09:22:53.114240+00:00" . "A Discrete Global Grid Systems (DGGS) is a unique type of spatial\nreference system comprising of a hierarchy of uniquely identifiable\ndiscrete grid cells that span the globe at multiple resolutions. A DGGS\ncan support efficient management, storage, integration, exploration,\nmining, and visualisation of large geospatial datasets, and several\nsystems of tesselation and indexing schemes exist.\n\nThe main topic of this session is to introduce the audience to the\ntheoretical background of Discrete Global Grid Systems (DGGS), current\nreal-world implementations and exemplary use cases. This includes grid\ngeneration, data indexing and sampling with DGGRID, and some spatial\nanalysis with with H3 and rHealPix." . "application/ld+json" . . . . . "https://w3id.org/ro-id/d1f369cd-25a2-4fc6-b418-b2e7feed7cde" . "DGGS" . "OGC" . "grid" . . "DGGS and their potential impact in Geoscience and Geospatial communities - snapshot" . "DGGS and their potential impact in Geoscience and Geospatial communities" . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "http://w3id.org/ro/earth-science#ExecutableResearchObjectTemplate" . . 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"The main topic of this session is to introduce the audience to the\ntheoretical background of Discrete Global Grid Systems (DGGS), current\nreal-world implementations and exemplary use cases." . "22.34169653524492" . "18.7" . . "generation" . "10.408921933085502" . "8.4" . . "computer operations and hardware" . "100.0" . "0.2547450661659241" . . "mathematical and computer sciences" . "100.0" . "0.2547450661659241" . . "visualisation" . "8.674101610904584" . "7.0" . . "comprehension" . "7.311028500619578" . "5.9" . . "management" . "4.584882280049566" . "3.7" . . "cartography" . "62.5" . "1.5" . . "generation" . "12.82051282051282" . "6.5" . . "grid" . "6.07187112763321" . "4.9" . . "tesselation" . "6.07187112763321" . "4.9" . . "cell" . "9.169764560099132" . "7.4" . . "comprising" . "9.664694280078896" . "4.9" . . . . . "https://youtu.be/kkLRtyZtxs0" . . "2022-10-25 07:25:21.367265+00:00" . "2022-10-25 15:48:20.916495+00:00" . "This YouTube video is part of the Pangeo Show & Tell series and was given on October 6 2022 by Alexander Kmoch, Department of Geography of the University of Tartu, (Estonia)." . "show&tell" . "youtube" . . "YouTube video \"DGGS and their potential impact in Geoscience and Geospatial communities\"" . "2022-10-25 07:25:21.367265+00:00" . . "pangeo.europe@gmail.com" . "Pangeo Europe" . . "service-account-enrichment" . . "" . "Oceanography" . . "" . "Environmental research" . . "" . "Earth observation" . . . . . "https://210507-004.oceansvirtual.com/view/content/skdwP611e3583eba2b/ecf65c2aaf278557ad05c213247d67a54196c9376a0aed8f1875681f182daeed" . . "2022-01-28 16:07:40.875698+00:00" . "2022-10-27 21:00:18.383109+00:00" . "Related publication of the modelling published in OCEANS 2021" . . "Detecting macro floating objects on coastal water bodies using sentinel-2 data" . "2022-01-28 16:07:40.875698+00:00" . . . . . "https://doi.org/10.5194/isprs-annals-V-3-2021-285-2021" . . "2022-01-28 16:07:43.339740+00:00" . "2022-10-27 21:00:10.761926+00:00" . "Publication with further details of the modelling published in ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences" . . "Towards detecting floating objects on a global scale with learned spatial features using sentinel 2" . "2022-01-28 16:07:43.339740+00:00" . . . . . "https://doi.org/10.5281/zenodo.5827376" . . "2022-01-28 16:07:34.662177+00:00" . "2022-10-27 21:00:06.699231+00:00" . "Contains input analysis-ready input images used in the Jupyter notebook of Detecting floating objects using deep learning and Sentinel-2 imagery" . . "Input images" . "2022-01-28 16:07:34.662177+00:00" . . . . . "https://doi.org/10.5281/zenodo.5911143" . . "2022-01-28 16:07:38.160206+00:00" . "2022-10-27 21:00:18.581833+00:00" . "Contains outputs, (predictions and interactive figure), generated in the Jupyter notebook of Detecting floating objects using deep learning and Sentinel-2 imagery" . . 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"Template (Jupyter Notebook) published in the Environmental Data Science book." . "35.93593593593594" . "35.9" . . "Environmental Data Science" . "18.19095477386935" . "18.1" . . "The research object refers to the Template notebook published in the Environmental Data Science book." . "64.06406406406406" . "64.0" . . "book" . "20.676202860858258" . "15.9" . . "Science and technology" . "Science and technology" . . "notebook" . "20.301507537688444" . "20.2" . . "notebook" . "24.96749024707412" . "19.2" . . "meteorology and climatology" . "100.0" . "0.43252861499786377" . . "Literature" . "Arts, culture and entertainment/Arts and entertainment/Literature" . . "aim" . "13.784135240572171" . "10.6" . . "object" . "11.055276381909549" . "11.0" . . "geosciences" . "100.0" . "0.43252861499786377" . . "Jupyter Notebook" . . "refer to the template notebook" . "0.5010020040080161" . "0.5" . . "template" . "18.09045226130653" . "18.0" . . "Environmental Data Science book" . "18.43687374749499" . 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"2022-10-29 17:06:30.777253+00:00" . . . . . "https://doi.org/10.3897/rio.8.e93940" . . "2022-10-23 19:38:58.377108+00:00" . "2022-11-05 10:31:35.850483+00:00" . "Conference Paper for the 1st International Conference on FAIR Digital Objects, 26-28 October 2022, Leiden (Nederlands)." . "Open Science" . . "Conference Abstract: FAIR Research Objects for realizing Open Science with RELIANCE EOSC project" . "2022-10-23 19:38:58.377108+00:00" . . . . . "https://www.fdo2022.org" . . "2022-10-24 12:26:18.895297+00:00" . "2022-11-05 10:31:33.153072+00:00" . "Website for the 1st International Conference on FAIR Digital Objects." . "WebSite" . . "1st International Conference on FAIR Digital Objects" . "2022-10-24 12:26:18.895297+00:00" . . . . . "https://www.fdo2022.org/programme/leiden-declaration" . . "2022-10-29 17:11:06.766028+00:00" . "2022-11-05 10:31:36.622775+00:00" . "FDO2022 will conclude with the formal signing and publication of the ‘Leiden Declaration on FAIR Digital Objects’, which text you can see below. While the signing will take place at the end of the conference, in Leiden, we would like to invite you to add your name to the movement initiated by FDO2022 by signing the declaration online. It is an opportunity for all of us working in research, technology, policy and beyond to support an unprecedented effort to further develop FAIR digital objects, open standards and protocols, and increased reliability and trustworthiness of data. In short, a new environment that works as a truly meaningful data space. \nYou can sign the declaration using the button at the end of the page. Join us!" . . "Leiden Declaration on FAIR Digital Objects" . "2022-10-29 17:11:06.766028+00:00" . . . . "12891281"^^ . "https://api.rohub.org/api/resources/96a6be58-73e9-4cce-9d01-f3448a9fdb3d/download/" . . "2022-10-29 17:07:24.417771+00:00" . 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The presentation and demo were given during the pan-europeans digital assets supporting research communities.\n\nAgenda of the event:\nOn 5-6 December 2022, EOSC Future and the INFRAEOSC-07 projects (C-SCALE, DICE, EGI-ACE, OpenAIRE Nexus, Reliance) are hosting an online use case showcase. Check out the agenda and register for this online interactive event by 4 December, 23.59 CET.\n\nOver 2 half-day webinars, actual EOSC users will present how their research communities are using EOSC digital assets to address scientific and societal challenges related to 3 UN Sustainable Development Goals (SDGs):\n\n• Climate action (SDG 13)\n• Industry, Innovation & infrastructure (SDG 9)\n• Good health & well-being (SDG 3)\n\nThere will also be a session with use cases related to Open Science more broadly.\n\nWhy ‘use cases’?\n\nThe demonstrative, first-hand format of the event will enable real research communities to show how\ntheir work can be leveraged by EOSC.\n\nResearchers, disciplinary groups and anyone interested to learn about both EOSC-related tools and\nservices for data sharing and discoverability as well as discipline-related solutions are invited to the\nwebinar. Attendees will also hear first-hand accounts from early-adopter communities that have\nintegrated some of these core EOSC services.\n\n1 programme, 2 days\n\nCheck out the agenda to get a glimpse of the cases in the programme, in addition to a at the users,\nEU and UN officials who will be weighing in on discussions.\n\nDay 1 – 5 December\n• 09.30-11.00: Digital assets supporting SDG 13: Climate action\n• 11.15-12.00: Digital assets supporting SDG 3: Good health and well-being\n• 12:15-13:00: Discovering services for open science\n\nDay 2 – 6 December\n• 09.00-09.45: Digital assets supporting SDG 9 Industry, innovation and infrastructure\n• 10.00-10.45: Experiences from Early Adopters approaching EOSC: the RELIANCE Open\nchallenge\n• 11.00-12.00: Lessons Learnt from use cases and Looking forward" . "application/ld+json" . . . . . . . . . "https://w3id.org/ro-id/107487d2-a9d5-4224-8b00-b321e133b6c8" . "deep learning" . "forecasting" . "sea-ice" . . "Presentation" . 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This demo goes with the presentation (slides) and show how the original work was published s a paper in nature communications. The code and data were available and Alejandro Coca-Castro re-used it to create an executable Research Object with a Jupyter Notebook. This Jupyter Notebook examplifies the use of IceNet (probabilistic deep learning to forecast sea-ice). This executable Research Object was forked and deviated work was created e.g. the Jupyter notebook was updated to make it more accessible to people that are not from the Climate community. We use B2DROP to store the new Jupyter notebook and the results to share while doing. Whenever we update the notebook or add figures, the corresponding Research Object is updated live on RoHub. We are now getting close to Open Science e.g. sharing while doing." . "video/mp4" . "mp4" . . "Demo showing the usage of RELIANCE service for seasonal sea-ice forecasting." . "2022-12-05 12:33:43.590961+00:00" . . . . . 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The topic of the meeting was \"EOSC in practise\" where different speakers gave their perspectives and experience with involvement in EOSC." . "application/ld+json" . . . . . "https://w3id.org/ro-id/73e65f3b-c8eb-4aca-b7dc-af81e4ec9b4a" . "c-scale" . "egi-ace" . "eosc" . "eosc-future" . "eosc-life" . "eosc-nordic" . "eosc-reliance" . "open science" . . "Presentation" . "Experiences with involvement in EOSC - snapshot" . "Experiences with involvement in EOSC" . . "MANUAL" . "https://w3id.org/ro-id/73e65f3b-c8eb-4aca-b7dc-af81e4ec9b4a/002195f7-9561-4560-a21a-23ce2fa79a63" . "https://w3id.org/ro-id/0ec00322-f82f-48e4-a421-a83707c7e1c6" . "https://w3id.org/ro-id/38394c7a-6a80-4ecd-8d51-341e03f2b55c" . "https://w3id.org/ro-id/6b79f2d2-b5e0-431a-b995-79b66de72ae0" . "https://w3id.org/ro-id/80f52e02-f461-4293-b90d-5c62dea8b20f" . "https://w3id.org/ro-id/f6ef1bbe-f982-48c3-b62f-ebc6487df8e3" . "https://w3id.org/ro-id/615203c3-b1ef-4d03-9dd5-e76a1c8d90a7" . 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"https://api.rohub.org/api/resources/5c0b4dc8-8ddc-4377-8e10-88022bd34ddf/download/" . . "2022-11-21 14:44:35.309807+00:00" . "2022-12-11 18:55:08.476244+00:00" . "Slides for Anne Fouilloux's presentation at UiO Data Manager Meeting on EOSC in practise." . "application/pdf" . . "My experience with EOSC (Slides, pdf)" . "2022-11-21 14:44:35.309807+00:00" . . . . . "79367"^^ . "https://api.rohub.org/api/resources/99001ed6-eafc-4363-ad93-b3da218a7187/download/" . . "2022-11-21 14:42:56.411912+00:00" . "2022-12-11 18:55:07.733198+00:00" . "Timeline with Anne Fouilloux's EOSC journey." . "image/png" . . "EOSC-journey.png" . "2022-11-21 14:42:56.411912+00:00" . . . . . "https://youtu.be/tz0OqxHvnbw" . . "2022-11-21 14:52:01.754759+00:00" . "2022-12-11 18:54:52.704491+00:00" . "Demo for EOSC-Future: Turning FAIR and Open Science into Reality. The example shown is about the \"impact of the Covid-19 Lockdown on Air quality over Europe using Copernicus and EOSC project services\"." . "youtube" . . "Turning FAIR and Open Science into Reality (demo, video)" . "2022-11-21 14:52:01.754759+00:00" . . . . . "https://eoscfuture.eu/newsfuture/answering-research-questions-with-eosc/" . . "2022-11-21 15:36:19.837234+00:00" . "2022-12-11 18:54:52.850465+00:00" . "Answering research questions with EOSC,\nMarch 10, 2022.\n\nClimate Data Scientist Anne Fouilloux and her team were faced with a research question: In France, have there been changes in air quality over the course of the COVID-19 pandemic?\n\nWith the help of compute services available through EOSC, Anne was able to search for European air quality data analysis.\n\nNAVIGATING EOSC\n\nCheck our infographic and follow Anne as she:\n\n- searches for European air quality data via OpenAIRE|Explore;\n- selects a software (an EOSC Jupyter notebook);\n- orders the notebook on the EOSC marketplace;\n- accesses and aggregates research from the RELIANCE project;\n- performs data analysis with air quality data in France;\n- shares a new research object (via a B2Drop folder)." . . "Anne Fouilloux is answering research questions with EOSC." . "2022-11-21 15:36:19.837234+00:00" . . . . . "speaker" . "13.01482701812191" . "7.9" . . "on Tue, Nov-22-2022" . . "earth sciences" . "100.0" . 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"service-account-enrichment" . . . . . "10.24424/hrhm-8849" . "False" . "https://w3id.org/ro-id/2f352829-b3e1-45f3-99f2-786c52587485" . "2022-12-22 10:56:38.063437+00:00" . "mailto:antonio.petrizzo@ve.ismar.cnr.it" . . . . . . . . "16469215"^^ . "https://api.rohub.org/api/ros/4691cb04-70c5-4c7b-aa76-65850ddd509c/crate/download/" . . "2022-12-22 09:40:51.679517+00:00" . "2024-03-05 12:23:34.560913+00:00" . "2022-12-22 09:40:51.679517+00:00" . "This RO provides the Jupyter notebook used to post process the Sound Pressure Levels (SPLs) data obtained within the Soundscape Project - SOUNDSCAPES IN THE NORTH ADRIATIC SEA AND THEIR IMPACT ON MARINE BIOLOGICAL RESOURCES (https://www.italy-croatia.eu/web/soundscape) where more of 1 year of continuos underwater noise data (march 2020 - june 2021) were recorded." . "application/ld+json" . . . . . "https://w3id.org/ro-id/4691cb04-70c5-4c7b-aa76-65850ddd509c" . "SPLs" . "Soundscape" . "Underwater Noise" . . 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"PETRIZZO, ANTONIO, Fantina Madricardo, Marta Picciulin, and Michol Ghezzo. \"Soundscape project: Sound Pressure Levels Post Processing.\" ROHub. Dec 22 ,2022. https://doi.org/10.24424/hrhm-8849." . . . 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"workflows" . . . . . . "biblio" . . . . . "datasets" . . . . "results" . . . . . "inputs" . . . . . "https://notebooks.egi.eu/user/da47d3640f619a02cb075c15d288fc09e053bf46b90d26ec335392acdfae866b@egi.eu/doc/tree/datahub/Reliance/Soundscape/SPL_PostProcessing_HDF5.ipynb" . . "2022-12-22 10:33:02.338126+00:00" . "2022-12-22 10:56:26.537631+00:00" . "Link to open the file in Notebooks, an environment based on Jupyter and the EGI cloud service: It allows to post process SPLs data and to create graphs/tables. A valid EGI account is required." . . "Jupyter notebook for SPLs processing" . "2022-12-22 10:33:02.338126+00:00" . . . . . "1111721"^^ . "https://api.rohub.org/api/resources/240112e9-d3e7-4221-8ea9-fd98ea4a092a/download/" . . "2022-12-22 09:46:43.417490+00:00" . "2022-12-22 10:56:32.759217+00:00" . "image/png" . . "sketches.png" . "2022-12-22 09:46:43.417490+00:00" . . . . . "9146360"^^ . "https://api.rohub.org/api/resources/2b2bbff5-3a54-42f5-9889-123bacb66828/download/" . . "2022-12-22 10:00:20.583758+00:00" . "2022-12-22 10:56:34.505368+00:00" . "Example of SPLs input file. HDF5 format, according to to ICES (International Council for the Exploration of the Sea) continuous noise data portal specification (https://www.ices.dk/data/data-portals/Pages/Continuous-Noise.aspx)." . . "Example of SPLs input file" . "2022-12-22 10:00:20.583758+00:00" . . . . . "3034992"^^ . "https://api.rohub.org/api/resources/551e4e13-b14a-42fe-b654-788dd2fa2220/download/" . . "2022-12-22 10:04:21.100557+00:00" . "2022-12-22 10:56:35.519720+00:00" . "Some examples of output files" . "application/zip" . . "Some examples of output files" . "2022-12-22 10:04:21.100557+00:00" . . . . . "912578"^^ . "https://api.rohub.org/api/resources/9424b92f-ac08-4c1d-b702-49f33508a9ca/download/" . . "2022-12-22 10:07:51.947557+00:00" . "2022-12-22 10:56:36.131713+00:00" . "Map of stations with their coordinates" . "image/png" . . "Stations map" . "2022-12-22 10:07:51.947557+00:00" . . . . . "5832938"^^ . "https://api.rohub.org/api/resources/94c1d183-c6a0-44db-8ec7-262cb699e822/download/" . . "2022-12-22 10:24:50.681134+00:00" . "2022-12-22 10:56:37.830882+00:00" . "The Jupyter notebook used to post process SPLs data and to create graphs/tables." . "application/zip" . . "Jupyter notebook for processing SPLs data." . "2022-12-22 10:24:50.681134+00:00" . . . . . "https://doi.org/10.5281/zenodo.7472152" . . "2022-12-22 09:55:32.356553+00:00" . "2022-12-22 10:56:21.474116+00:00" . "20 and 60 seconds SPLs dataset" . . "Full SPLs dataset" . "2022-12-22 09:55:32.356553+00:00" . . . . . "https://underwaternoise.ices.dk/continuous" . . "2022-12-22 10:06:10.843847+00:00" . "2022-12-22 10:56:25.348517+00:00" . "Continuous Noise Database (https://underwaternoise.ices.dk/continuous), 2022. ICES, Copenhagen" . . "Format of input file" . "2022-12-22 10:06:10.843847+00:00" . . . . . "https://www.italy-croatia.eu/web/soundscape" . . "2022-12-22 10:07:12.320583+00:00" . 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"Applied sciences" . . . . . "https://agu.confex.com/agu/fm22/meetingapp.cgi/Session/165616" . . "2022-12-09 18:50:29.467565+00:00" . "2022-12-23 17:57:00.777346+00:00" . "Open science communities are pushing the boundaries of how we approach scientific research. With advancements in computing, software, and data management, the tools are available to transform science into a truly open, collaborative, and inclusive space. By following open science practices, we can increase accessibility of scientific research and findings, improve collaboration, and facilitate high quality, reproducible science.\nThis session will showcase success stories in the Earth and space sciences and highlight a range of open science platforms, datasets, and computational tools. Join this session for real-world examples of how open science practices have empowered and enabled scientists across disciplines to carry out successful research projects." . "session" . . "ED16B - Open Science Practices and Success Stories Across the Earth, Space, and Environmental Sciences IV Oral" . "2022-12-09 18:50:29.467565+00:00" . . "jeani@uio.no" . "Jean Iaquinta" . "0000-0002-8763-1643" . . . "post@simula.no" . "00vn06n10" . "Simula Research Laboratory" . . . . . "https://w3id.org/ro-id/18269477-c1b8-4aa8-9b0e-372c7bb6b65c" . . "2022-12-08 08:54:10.991302+00:00" . "2022-12-23 17:56:59.163701+00:00" . "This research object is a fork from RO examplifying Sea ice forecasting using IceNet notebook published in the Environmental Data Science book. Its main purpose is to show how to make derivative work and keep all the history of contributions and contributors." . . "Sea ice forecasting using IceNet (Jupyter Notebook) forked from the Environmental Data Science book" . "2022-12-08 08:54:10.991302+00:00" . . "-87.62586593977177" . "41.875270331922245" . "POINT (-87.62586593977177 41.875270331922245)" . . . "c3b434f0-a692-4b20-ae64-5076d995fca8" . 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"Video" . "AGU 2022 - Environmental Data Science Book: a community-driven resource showcasing open-source Environmental science - snapshot" . "AGU 2022 - Environmental Data Science Book: a community-driven resource showcasing open-source Environmental science" . . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Anne Foilloux, Alejandro Coca-Castro, Environmental Data Science Book Community, Jean Iaquinta, Tom Andersson, Nick Barlow, and . Scott Hosking. \"AGU 2022 - Environmental Data Science Book: a community-driven resource showcasing open-source Environmental science.\" ROHub. Dec 08 ,2022. https://doi.org/10.24424/qkna-rz18." . . . "POINT (-87.62586593977177 41.875270331922245)" . . . . . . "150689"^^ . "https://api.rohub.org/api/resources/71b9b61c-81d7-4da7-bb03-72fbec48e993/download/" . . "2023-01-17 14:37:57.030511+00:00" . "2023-01-17 14:37:58.189501+00:00" . "image/png" . . "agu22-presentation_EnvDSBook-2.png" . "2023-01-17 14:37:57.030511+00:00" . . . . . . "150689"^^ . "https://api.rohub.org/api/resources/7a88f5ae-4de7-438f-8f10-25ba9f3736a2/download/" . . "2022-12-22 16:28:38.705015+00:00" . "2022-12-23 17:57:10.622032+00:00" . "image/png" . . "agu22-presentation_EnvDSBook-2.png" . "2022-12-22 16:28:38.705015+00:00" . . . . . . "29440246"^^ . "https://api.rohub.org/api/resources/89f226c9-2b9b-4921-a3a5-e9f24bf82b64/download/" . . "2022-12-22 16:33:09.605035+00:00" . "2022-12-23 17:57:11.424898+00:00" . "Recording of the presentation given at AGU2022." . "video/mp4" . "mp4" . . "AGU presentation (recorded video)" . "2022-12-22 16:33:09.605035+00:00" . . . . "29440246"^^ . "https://api.rohub.org/api/resources/bd41569e-528c-4c05-b870-b405f2f30f9b/download/" . . "2023-01-17 14:37:58.375885+00:00" . "2023-01-17 14:37:59.850179+00:00" . "video/mp4" . . "DSEnvBook-AGU2022.mp4" . "2023-01-17 14:37:58.375885+00:00" . . . . . . . . . "https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef" . . "2022-12-08 08:42:58.948034+00:00" . "2022-12-23 17:57:01.031243+00:00" . "Research Object demonstrating sea ice forecasting using IceNet. The corresponding Jupyter Notebook has been published in the Environmental Data Science book." . "jupyter book" . . "Sea ice forecasting using IceNet (Jupyter Notebook) published in the Environmental Data Science book" . "2022-12-08 08:42:58.948034+00:00" . . "Computational notebooks community focused on Environmental Data Science" . "environmental.ds.book@gmail.com" . "Environmental Data Science Book Community" . "https://github.com/alan-turing-institute/environmental-ds-book/issues/new/choose" . . "software" . "12.612612612612613" . "1.4" . . "research in Environmental Data Science" . "15.866084425036389" . "10.9" . . "MIT license" . "17.903930131004365" . "12.3" . . "community-driven resource" . "11.353711790393012" . "7.8" . . "research" . "15.39855072463768" . "8.5" . . "environmental science and management" . "100.0" . "0.9688456058502197" . . "resource" . "15.191740412979351" . "10.3" . . "executable notebook" . "31.732168850072778" . "21.8" . . "computer science" . "87.38738738738738" . "9.7" . . "resource" . "10.507246376811594" . "5.8" . . "notebook" . "7.669616519174042" . "5.2" . . "tool" . "10.914454277286136" . "7.4" . . "publication of data" . "23.14410480349345" . "15.9" . . "documentation and information science" . "100.0" . "0.30886638164520264" . . "surface" . "6.48967551622419" . "4.4" . . "book" . "10.471976401179942" . "7.1" . . "Biology" . "Science and technology/Natural science/Biology" . . "data" . "9.734513274336283" . "6.6" . . "notebook" . "9.420289855072463" . "5.2" . . "This Research Object aggregates all the different Research Objects and resources used for presenting the Environmental Data Science Book at AGU 2022." . "41.69230769230769" . "27.1" . . "aim" . "7.079646017699115" . "4.8" . . "Research Object" . "13.22463768115942" . "7.3" . . "license" . "7.374631268436579" . "5.0" . . "Book industry" . "Economy, business and finance/Economic sector/Media/Book industry" . . "tool" . "13.22463768115942" . "7.3" . . "research" . "17.84660766961652" . "12.1" . . "data" . "12.13768115942029" . "6.7" . . "publication" . "7.227138643067848" . "4.9" . . "Environmental Data Science" . "26.08695652173913" . "14.4" . . "The Environmental Data Science book is a living, open and community-driven online resource to showcase and support the publication of data, research and open-source tools for collaborative, reproducible and transparent Environmental Data Science." . "23.692307692307693" . "15.4" . . "We target to make sense of:\n\nenvironmental systems\nenvironmental data and sensors\ninnovative research in Environmental Data Science\nopen-source tools for Environmental Data Science" . "34.61538461538461" . "22.5" . . "social and information sciences" . "100.0" . "0.30886638164520264" . . "environmental sciences" . "100.0" . "0.9688456058502197" . . "Environment" . "Environment" . . "The Alan Turing Institute" . "acoca@turing.ac.uk" . "Alejandro Coca-Castro" . . "Nordic e-Infrastructure Collaboration (NeIC)" . "annefou@geo.uio.no" . "Anne Fouilloux" . "0000-0002-1784-2920" . . . "Global" . "environmental.ds.book@gmail.com" . "Environmental Data Science Book Community" . . "The Alan Turing Institute" . "Nick Barlow" . . "he British Antarctic Survey" . "Tom Andersson" . . "jask@bas.ac.uk" . ". Scott Hosking" . . "service-account-enrichment" . . "" . "Applied sciences" . . . . . "https://docs.google.com/presentation/d/1jxxwEGLiyuqYRJlH5VswekPJVoe5oxjlxVQrEiOojfI/edit?usp=sharing" . . "2023-01-08 20:47:05.281382+00:00" . "2023-02-19 13:17:27.238629+00:00" . "Poster on experiences from the NICEST2 project for NeIC All hands meeting 2023." . "google-doc" . . "Poster on our experiences from the NICEST2 project" . "2023-01-08 20:47:05.281382+00:00" . . . . . "https://doi.org/10.5281/zenodo.4749515" . . "2023-01-08 21:06:32.125399+00:00" . "2023-02-19 13:17:19.315916+00:00" . "Report on the bottlenecks that would hinder the efficient usage of Nordic ESMs on EuroHPC and possible remediation actions (I/Os, adding GPU support, etc.) with clear information on costs in terms of manpower.\n\n\nESMs used in the Nordic countries are clearly not ready for EuroHPC and very little dedicated funding from the scientific community is used for porting existing codes to future architectures. Providers have hired several specialists to support the scientific community but the commitment from the scientific community is not there.\nExchange of knowledge of involved staff (scientists, RSEs, technical support) would be very helpful. For instance, being able to organize meetings/hackathons (online or face to face) with both experts from NorESM and EC-EARTH has been highlighted as an important requirements by those involved in the GPU hackathon.\nCode refactoring and best software practices are the most important component for efficient usage of new architecture, including EuroHPC." . . "NICEST2 - D4.5: First report on the identified bottlenecks for an efficient usage of Nordic ESMs on EuroHPC" . "2023-01-08 21:06:32.125399+00:00" . . . . . "https://doi.org/10.5281/zenodo.4944686" . . "2023-01-08 21:03:28.636733+00:00" . "2023-02-19 13:17:22.369015+00:00" . "This report summarizes the first NICEST2 hackathon with FAIR experts and Earth System Model specialists to understand what needs to be done to make climate data FAIR. It will help us to define our roadmap for FAIR Climate in the Nordics." . . "NICEST2 - D3.3: Report on NICEST2 FAIR climate data hackathon" . "2023-01-08 21:03:28.636733+00:00" . . . . . "https://doi.org/10.5281/zenodo.5571344" . . "2023-01-08 21:08:01.968412+00:00" . "2023-02-19 13:17:27.394767+00:00" . "The Earth System Model Evaluation Tool (ESMValTool) is a community diagnostics and performance metrics tool for the evaluation of Earth system Models (ESMs) that is not widely used in the Nordics yet. A hackathon/workshop was held on March 12, 2021 as a joint event between the INES, NICEST2 and IS-ENES3 projects. During this hackathon, we identified the needs for specific diagnostics for the Nordics that could help researchers to diagnose strengths and deficiencies of current ESMs. We also discussed how to better organize access to data and share resources within the Nordics." . . "NICEST2 - D2.1: Short report from the Nordic ESM diagnostics hackathon" . "2023-01-08 21:08:01.968412+00:00" . . . . . "https://doi.org/10.5281/zenodo.5571416" . . "2023-01-08 21:10:14.737755+00:00" . "2023-02-19 13:17:27.065885+00:00" . "The Nordic climate modeling community consists of research groups at universities, national meteorological institutes and research institutes, and holds demonstrable world class excellence in the field. Several of these groups contribute to the development of both global and regional climate models (GCMs and RCMs,respectively) in international projects with collaborations within Europe and the US. However, many users, including PhDs and postdocs, are developing and/or running Earth System Models (ESMs) for more fundamental scientific research and sensitivity studies, and/or cross-disciplinary research (economy & climate, biodiversity, etc.) and they do not always benefit from the advances, technologies or resources leveraged by these large projects/consortiums. One concrete example is IS-ENES project (https://is.enes.org/) where only one university, namely Linköpings Universitet (not part of the NICEST2 consortium) from the Nordics is involved; Nordic contributions are mostly from Meteorological services and Research Institutes. From a practical point of view this translates in a lot of time/energy wasted “reinventing the wheel”, repeated simulations, lack of transparency, suboptimal use of the infrastructures, etc. In this context, supporting these researchers and realizing the benefits of Open Science and EOSC are our priorities within NICEST2 and WP4." . . "NICEST2 - D4.1: Identification of the Nordic ESM community needs for ESM workflows" . "2023-01-08 21:10:14.737755+00:00" . . . . . "https://nordicesmhub.github.io/NorESM_user_workshop_2021/intro.html" . . "2023-01-08 20:50:23.537300+00:00" . "2023-02-19 13:17:27.609612+00:00" . "Training material on containers for ESM. This training material uses the Norwegian Earth System Model (NorESM) and has been delivered in 2021 as part of the NorESM user meeting." . "text/html" . "training" . . "Running NorESM in a container" . "2023-01-08 20:50:23.537300+00:00" . . . . . "https://nordicesmhub.github.io/nicest2-fair-hackathon/" . . "2023-01-08 20:52:04.176203+00:00" . "2023-02-19 13:17:18.829914+00:00" . "First NICEST2 hackathon to understand the FAIR concept and how they can apply to the Nordic Earth System Modelling Community." . . "NICEST2 hackathon on FAIR climate data" . "2023-01-08 20:52:04.176203+00:00" . . . . . "https://nordicesmhub.github.io/nicest2/2020/05/04/plan.html" . . "2023-01-09 08:28:36.495799+00:00" . "2023-02-19 13:17:20.174631+00:00" . "Link to the NICEST2 project plan." . "text/html" . . "Project plan" . "2023-01-09 08:28:36.495799+00:00" . . "Finnish Meteorological Institute (Finland)" . "antti-ilari.partanen@fmi.fi" . "Antti-Ilari Partanen" . "0000-0002-0883-8161" . . "Simula Research Laboratory" . "annef@simula.no" . "Anne Fouilloux" . "0000-0002-1784-2920" . . "NSC (Sweden)" . "struthers@nsc.liu.se" . "Hamish Struthers" . "0000-0002-4214-2213" . . "NERSC (Norway)" . "yanchun.he@nersc.no" . "Yanchun He" . "0000-0002-5932-3627" . . "Finnish Meteorological Institute (Finland)" . "tommi.bergman@fmi.fi" . "Tommi Bergman" . "0000-0002-6133-2231" . . "Norwegian Meteorological Institute (Norway)" . "oskaral@met.no" . "Oskar Landgren" . "0000-0002-6264-8502" . . "jeani@uio.no" . "Jean Iaquinta" . "0000-0002-8763-1643" . . "Finnish Meteorological Institute (Finland)" . "risto.makkonen@fmi.fi" . "Risto Makkonen" . "0000-0002-8961-3393" . . . "post@simula.no" . "00vn06n10" . "Simula Research Laboratory" . . . "04jcwf484" . "Nordic e-Infrastructure Collaboration" . . . "8fc9a20e-fa82-43a8-93f4-cd4cc4a45ac8" . "POINT (10.138547627793743 61.47037998202813)" . . "10.138547627793743" . "61.47037998202813" . "POINT (10.138547627793743 61.47037998202813)" . . . . "https://doi.org/10.24424/9y3x-hg89" . "False" . . "2023-02-19 13:17:31.060596+00:00" . . . . . . . . . "763258"^^ . "https://api.rohub.org/api/ros/b62e5267-8fe1-4fe1-ada2-47e484c2b107/crate/download/" . . . . . . . . . . . . . . "2023-01-08 20:41:20.579173+00:00" . "2024-03-05 12:18:19.992972+00:00" . "2023-01-08 20:41:20.579173+00:00" . "Overview of the NICEST2 project and reflection on the successes, failures and possible improvements for follow-up projects." . "application/ld+json" . . . . . . . . "https://w3id.org/ro-id/b62e5267-8fe1-4fe1-ada2-47e484c2b107" . "climate" . "e-infrastructure" . . "Poster" . "Experience from the NeIC NICEST2 project - NeIC All-Hands meeting (23–26 Jan 2023)" . "Experience from the NeIC NICEST2 project - snapshot" . . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Iaquinta, Jean, Oskar Landgren, Alok Kumar Gupta, Prashanth Dwarakanath, Anne Fouilloux, Tommi Bergman, Tyge Løvseth, et al. \"Experience from the NeIC NICEST2 project - NeIC All-Hands meeting (23–26 Jan 2023).\" ROHub. Jan 08 ,2023. https://doi.org/10.24424/9y3x-hg89." . . . "POINT (10.138547627793743 61.47037998202813)" . . . "This folder contains NICEST2 deliverables." . . . . . "deliverables" . . . "Folder containing training material developed and delivered within the NICEST2 projects (either as training or hackathons)." . . . "training" . . . . . "771062"^^ . "https://api.rohub.org/api/resources/565cfd17-f309-4a85-9bdd-c0161f486c55/download/" . . "2023-01-08 20:45:29.648781+00:00" . "2023-02-19 13:17:29.630057+00:00" . "Overall view of the NICEST2 poster for the NeIC all-hands meeting. It is mostly used for the sketch." . "image/png" . . "NICEST2 poster for NeIC AHM2023.png" . "2023-01-08 20:45:29.648781+00:00" . . . . . "771062"^^ . "https://api.rohub.org/api/resources/bcfaae33-8fd4-4978-ad7a-e88940436d2d/download/" . . "2023-02-23 21:50:55.971537+00:00" . "2023-02-23 21:50:58.608624+00:00" . "image/png" . . "NICEST2 poster for NeIC AHM2023.png" . "2023-02-23 21:50:55.971537+00:00" . . . . "771062"^^ . "https://api.rohub.org/api/resources/f43ff13a-adb1-4dae-8d5d-7de044a923d6/download/" . . "2023-01-17 14:38:23.066910+00:00" . "2023-02-19 13:17:30.657154+00:00" . "image/png" . . "NICEST2 poster for NeIC AHM2023.png" . "2023-01-17 14:38:23.066910+00:00" . . . . . . "NICEST-2 - the second phase of the Nordic Collaboration on e-Infrastructures for Earth System Modeling focuses on strengthening the Nordic position within climate modeling by leveraging, reinforcing and complementing ongoing initiatives." . "Nordic Collaboration on e-Infrastructures for Earth System Modeling Tools" . "https://w3id.org/ro-id/ed4e6aa2-9db8-452d-9301-ba1606361034" . . . "experience" . "10.18735362997658" . "8.7" . . "success" . "14.528593508500773" . "9.4" . . "26 Jan 2023). Overview of the NICEST2 project and reflection on the successes, failures and possible improvements for follow-up projects." . "56.35635635635635" . "56.3" . . "NeIC All-Hands meeting" . "59.22920892494929" . "58.4" . . "Experience from the NeIC NICEST2 project - NeIC All-Hands meeting (23–" . "43.64364364364364" . "43.6" . . "follow-up" . "9.484777517564401" . "8.1" . . "fail" . "6.0278207109737245" . "3.9" . . "experience" . "12.519319938176197" . "8.1" . . "improvement" . "10.655737704918032" . "9.1" . . "reflection" . "5.4095826893353935" . "3.5" . . "project" . "17.330210772833723" . "14.8" . . "NeIC NICEST2 project" . "25.354969574036513" . "25.0" . . "geosciences" . "100.0" . "0.22873644530773163" . . "overview of the NICEST2 project" . "1.5212981744421907" . "1.5" . . "follow-up project" . "12.373225152129818" . "12.2" . . "oceanography" . "100.0" . "0.6324363350868225" . . "follow-up" . "11.5919629057187" . "7.5" . . "earth resources and remote sensing" . "100.0" . "0.22873644530773163" . . "Accomplishment" . "Human interest/Accomplishment" . . "NeIC All-Hands" . "16.15925058548009" . "13.8" . . "earth sciences" . "100.0" . "0.6324363350868225" . . "improvement" . "13.44667697063369" . "8.7" . . "Jan-26-2023" . . "success" . "11.592505854800937" . "9.9" . . "project" . "24.884080370942815" . "16.1" . . "meeting" . "11.5919629057187" . "7.5" . . "NeIC NICEST2" . "24.59016393442623" . "21.0" . . "improvements for follow-up project" . "1.5212981744421907" . "1.5" . . "NORCE (Norway)" . "algu@norceresearch.no" . "Alok Kumar Gupta" . . "CSC (Finland)" . "elina.miinalainen@csc.fi" . "Elina Miinalainen" . . "CSC (Finland)" . "kimmo.ervasti@csc.fi" . "Kimmo Ervasti" . . "USIT, University of Oslo (Norway)" . "maikenp@usit.uio.no" . "Maiken Pedersen" . . "Norwegian Meteorological Institute (Norway)" . "oyvind.seland@met.no" . "Øyvind Seland" . . "NSC (Sweden)" . "pchengi@nsc.liu.se" . "Prashanth Dwarakanath" . . "service-account-enrichment" . . "NORCE (Norway)" . "tylo@norceresearch.no" . "Tyge Løvseth" . . "" . "Environmental research" . . "" . "Applied sciences" . . "" . "Earth sciences" . . . . . "https://datahub.egi.eu/api/v3/onezone/shares/data/00000000007E46B7736861726547756964236161643239616133666234633734356464393231356539663536613733616366636836643138233732356634616233366362323664306662666330633132346337373565666565636865653439236361386634383464346533366532646439643230336131383431616362656563636834393661/content" . . "2023-01-08 19:37:15.986538+00:00" . "2023-02-19 13:22:45.129102+00:00" . "Data at the Acqua Alta oceanographic tower is a collection of physical and biogeochemical observation in the northern Adriatic Sea https://www.comune.venezia.it/it/content/3-piattaforma-ismar-cnr http://www.ismar.cnr.it/infrastrutture/piattaforma-acqua-alta" . . "PTF dataset(2009-2020) Piattaforma acqua allta" . "2023-01-08 19:37:15.986538+00:00" . . . . . "https://doi.org/10.1016%2Fj.marpolbul.2021.112124" . . "2023-01-08 19:24:00.526730+00:00" . "2023-02-19 13:22:53.090742+00:00" . "Reduction in the impact of human-induced factors is capable of enhancing the environmental health. In view of COVID-19 pandemic, lockdowns were imposed in India. Travel, fishing, tourism and religious activities were halted, while domestic and industrial activities were restricted. Comparison of the pre- and post-lockdown data shows that water parameters such as turbidity, nutrient concentration and microbial levels have come down from pre- to post-lockdown period, and parameters such as dissolved oxygen levels, phytoplankton and fish densities have improved. The concentration of macroplastics has also dropped from the range of 138 ± 4.12 and 616 ± 12.48 items/100 m2 to 63 ± 3.92 and 347 ± 8.06 items/100 m2. Fish density in the reef areas has increased from 406 no. 250 m−2 to 510 no. 250 m−2. The study allows an insight into the benefits of effective enforcement of various eco-protection regulations and proper management of the marine ecosystems to revive their health for biodiversity conservation and sustainable utilization." . "Reef fish" . "covid-19" . "environmental health" . "plastic pollution" . . "COVID-19 lockdown improved the health of coastal environment and enhanced the population of reef-fish" . "2023-01-08 19:24:00.526730+00:00" . . . . . "https://earthobservatory.nasa.gov/images/83394/parting-the-sea-to-save-venice" . . "2023-01-08 19:58:47.516622+00:00" . "2023-02-19 13:22:55.402245+00:00" . "The natural-color Landsat images above show some of the MOSE engineering efforts that are visible above the water line near the Lido Inlet. The top image was acquired on June 20, 2000, by the Enhanced Thematic Mapper+ on Landsat 7. The second image, from the Operational Land Imager on Landsat 8, was collected on September 4, 2013. Turn on the image comparison tool to make the changes easier to see. (Note that Landsat 8 has a greater dynamic range than Landsat 7, so the Landsat 8 image is crisper the Landsat 7 image.)" . . "Parting the Sea to Save Venice" . "2023-01-08 19:58:47.516622+00:00" . . "giorgio.castellan@bo.ismar.cnr.it" . "Giorgio Castellan" . "0000-0001-6084-1504" . . "Simula Research Laboratory" . "annef@simula.no" . "Anne Fouilloux" . "0000-0002-1784-2920" . . "federica.foglini@ismar.cnr.it" . "Federica Foglini" . "0000-0002-2736-0052" . . "jeani@uio.no" . "Jean Iaquinta" . "0000-0002-8763-1643" . . "CNR-ISMAR" . "malek.belgacem@ve.ismar.cnr.it" . "Malek Belgacem" . "0000-0003-0745-4155" . . "Małgorzata Wolniewicz" . . . . . . "https://reliance.adamplatform.eu/?dataset=69623:EU_CAMS_SURFACE_NO2_G" . . "2023-01-08 19:40:14.176174+00:00" . "2023-02-19 13:22:52.387115+00:00" . "CAMS NITROGEN DIOXIDE" . "2022-12-27T23:00:00Z" . "NO2" . . "CAMS European air quality forecasts: NO2" . "2023-01-08 19:40:14.176174+00:00" . "2018-07-12T00:00:00Z" . . "Float32" . "mailto:govoni@meeo.it" . "[1.354510459350422e-07]" . "[0.0]" . . . . . . "https://reliance.adamplatform.eu/?dataset=69625:EU_CAMS_SURFACE_O3_G" . . "2023-01-08 19:41:17.789149+00:00" . "2023-02-19 13:22:49.529744+00:00" . "CAMS OZONE" . "2022-12-27T23:00:00Z" . "O3" . . "CAMS European air quality forecasts: O3" . "2023-01-08 19:41:17.789149+00:00" . "2018-07-12T00:00:00Z" . . "Float32" . "mailto:govoni@meeo.it" . "[2.2007016298175586e-07]" . "[0.0]" . . . . . . "https://reliance.adamplatform.eu/?dataset=69627:EU_CAMS_SURFACE_PM25_G" . . "2023-01-08 19:42:25.690080+00:00" . "2023-02-19 13:22:51.053690+00:00" . "CAMS SURFACE PARTICULATE METTER D<2.5" . "2022-12-27T23:00:00Z" . "PM2.5" . . "CAMS European air quality forecasts: PM25" . "2023-01-08 19:42:25.690080+00:00" . "2018-07-12T00:00:00Z" . . "Float32" . "mailto:govoni@meeo.it" . "[709.8012084960938]" . "[0.0]" . . . "post@simula.no" . "00vn06n10" . "Simula Research Laboratory" . . . . . "https://w3id.org/ro-id/0869e396-3733-4aff-8fb2-94c8937b28aa" . . "2023-01-08 19:15:20.212877+00:00" . "2023-02-19 13:22:55.556680+00:00" . "This is a case study of snapshot project http://snapshot.cnr.it/ to investigate the lockdown impact on the water quality at a selected site in the northern Adriatic Sea, precisely in Northern Adriatic Sea, the case of the Gulf of Venice using Machine Learning model." . . "Snapshot 2021 study case: Lockdown impacts on the Northern Adriatic Sea at selected site: AcquaAlta Platform Water quality" . "2023-01-08 19:15:20.212877+00:00" . . . . . "https://w3id.org/ro-id/53aa90bf-c593-4e6d-923f-d4711ac4b0e1" . . "2023-01-08 19:14:03.311972+00:00" . "2023-02-19 13:22:50.947789+00:00" . "The COVID-19 pandemic has led to significant reductions in economic activity, especially during lockdowns. Several studies has shown that the concentration of nitrogen dioxyde and particulate matter levels have reduced during lockdown events. Reductions in transportation sector emissions are most likely largely responsible for the NO2 anomalies. In this study, we analyze the impact of lockdown events on the air quality using data from Copernicus Atmosphere Monitoring Service over Europe and at selected locations." . . "Impact of the Covid-19 Lockdown on Air quality over Europe" . "2023-01-08 19:14:03.311972+00:00" . . . . . "https://w3id.org/ro-id/53aa90bf-c593-4e6d-923f-d4711ac4b0e1/resources/2a2b6f01-be2e-414e-af08-d882aa995a71" . . "2023-01-08 19:21:48.221333+00:00" . "2023-02-19 13:22:50.794426+00:00" . "In order to fight against the spread of COVID-19, the most hard-hit countries in the spring of 2020 implemented different lockdown strategies. To assess the impact of the COVID-19 pandemic lockdown on air quality worldwide, Air Quality Index (AQI) data was used to estimate the change in air quality in 20 major cities on six continents. Our results show significant declines of AQI in NO2, SO2, CO, PM2.5 and PM10 in most cities, mainly due to the reduction of transportation, industry and commercial activities during lockdown. This work shows the reduction of primary pollutants, especially NO2, is mainly due to lockdown policies. However, preexisting local environmental policy regulations also contributed to declining NO2, SO2 and PM2.5 emissions, especially in Asian countries. In addition, higher rainfall during the lockdown period could cause decline of PM2.5, especially in Johannesburg. By contrast, the changes of AQI in ground-level O3 were not significant in most of cities, as meteorological variability and ratio of VOC/NOx are key factors in ground-level O3 formation." . . "Impact of the COVID-19 Pandemic Lockdown on Air Quality Pollution in 20 Major cities around the World" . "2023-01-08 19:21:48.221333+00:00" . . . . . . "https://w3id.org/ro-id/c2c64bf9-7625-4442-9ca9-dcd978b1d38b" . . "2023-01-08 19:19:35.675216+00:00" . "2023-02-19 13:22:48.215320+00:00" . "Integration of data on Air and Water quality in the Venice Lagoon to assess the impact of the Covid-19 Lockdown" . . "Impact of the Covid-19 Lockdown on Air and Water quality in the Venice Lagoon" . "2023-01-08 19:19:35.675216+00:00" . . "The main interest is upon marine litter pollution and in particular ranging from marco to mirco and nano size. In encompasses data from citizen science monitoring and sampling activities in cooperation with research-educational institute and centers." . "segreteria@plasticfreevenice.org" . "Marine Litter and plastics pollution" . . "NICEST-2 - the second phase of the Nordic Collaboration on e-Infrastructures for Earth System Modeling focuses on strengthening the Nordic position within climate modeling by leveraging, reinforcing and complementing ongoing initiatives." . "Nordic Collaboration on e-Infrastructures for Earth System Modeling Tools" . "https://w3id.org/ro-id/ed4e6aa2-9db8-452d-9301-ba1606361034" . . "POLYGON ((-25.000012 29.999997, 44.999988 29.999997, 44.999988 71.999997, -25.000012 71.999997, -25.000012 29.999997))" . "-25.000012 29.999997, 44.999988 29.999997, 44.999988 71.999997, -25.000012 71.999997, -25.000012 29.999997" . . . "0d3b6136-ceba-417f-b1be-1629993a9831" . "POLYGON ((-25.000012 29.999997, 44.999988 29.999997, 44.999988 71.999997, -25.000012 71.999997, -25.000012 29.999997))" . . . "2c143630-6f7d-4317-af35-8977b7f3b8d5" . 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"In this study, we focusing on understanding changes in air and water quality during the Covid-19 lockdown in the Venice Lagoon. We are re-using existing Research Objects, and in particular Jupyter Notebooks that were created in previous studies." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/eec6faaa-e133-47d4-b377-44f7d06a9654" . "air" . "water" . . "Jupyter Notebook" . "Changes in air and water quality during the Covid-19 Lockdown in the Venice Lagoon - snapshot" . "Changes in air and water quality during the Covid-19 Lockdown in the Venice Lagoon" . . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "https://w3id.org/ro/terms/earth-science#ExecutableResearchObjectTemplate" . "Fouilloux, Anne, Federica Foglini, Giorgio Castellan, Malek Belgacem, Jean Iaquinta, and Simone Mantovani. \"Changes in air and water quality during the Covid-19 Lockdown in the Venice Lagoon.\" ROHub. Jan 08 ,2023. https://doi.org/10.24424/656f-rf51." . . . "POLYGON ((12.094116155058147 45.146856282945706, 12.094116155058147 45.62908481204897, 12.816467229276897 45.62908481204897, 12.816467229276897 45.146856282945706, 12.094116155058147 45.146856282945706))" . . . "POLYGON ((-25.000012 29.999997, 44.999988 29.999997, 44.999988 71.999997, -25.000012 71.999997, -25.000012 29.999997))" . . . "POLYGON ((-25.000012 29.999997, 44.999988 29.999997, 44.999988 71.999997, -25.000012 71.999997, -25.000012 29.999997))" . . . "POLYGON ((-25.000012 29.999997, 44.999988 29.999997, 44.999988 71.999997, -25.000012 71.999997, -25.000012 29.999997))" . . . "tool" . . . . . . "output" . . . . . . . . . . . "input" . . . . . . "biblio" . . . . . . . . "147673"^^ . "https://api.rohub.org/api/resources/4ac2a84f-ecf7-4e52-acbc-b0502cc29f6a/download/" . . "2023-05-24 19:00:14.547814+00:00" . "2023-05-24 19:00:16.737992+00:00" . "image/png" . . "figure.png" . "2023-05-24 19:00:14.547814+00:00" . . . . . . "39986"^^ . "https://api.rohub.org/api/resources/7719f92a-5ad6-4314-b8ac-6645255a835f/download/" . . "2023-01-08 20:25:23.565475+00:00" . "2023-02-19 13:23:06.902211+00:00" . "The goal is to compare values of NO2 water quality before and during the covid-19 lockdown." . "water" . . "NO2 water quality in the Venice lagoon between March-June 2019 and 2020." . "2023-01-08 20:25:23.565475+00:00" . . . . . . . "63516"^^ . "https://api.rohub.org/api/resources/875fafc1-3eb1-4273-8380-da3e51d5399e/download/" . . "2023-01-08 20:22:56.960407+00:00" . "2023-02-19 13:23:06.267913+00:00" . "Bar plot showing NO2 averaged between March and June for 2019 and 2020. The goal is to compare values before and during the covid-19 lockdown." . "NO2" . . "NO2 Copernicus Air Quality forecasts for March-June 2019-2020" . "2023-01-08 20:22:56.960407+00:00" . . . . . . "46709"^^ . "https://api.rohub.org/api/resources/8fb0d0f3-cfc3-4b09-8920-7837cbe3964d/download/" . . "2023-01-08 19:35:05.569853+00:00" . "2023-02-19 13:23:04.921504+00:00" . "Dataset shows monthly values and error bars." . "image/png" . . "Water quality in the Venice Lagoon between 2010 and 2020." . "2023-01-08 19:35:05.569853+00:00" . . . . . . . . . . . "object" . "6.428098078197481" . "9.7" . . "Russia" . . . "Tehran Iran Mar Apr TotalShops" . "2.185430463576159" . "3.3" . . "Mexico City" . . . "covid" . "2.253147779986746" . "3.4" . . "Japan" . . . "Australia" . . . "São Paulo" . . . "Madrid" . . . "software" . "8.673469387755102" . "1.7" . . "New York" . . . "Environmental pollution" . "Environment/Environmental pollution" . . "covid pandemic lockdown" . "1.8543046357615893" . "2.8" . . "Moscow" . . . "lockdown" . "2.6507620941020544" . "4.0" . . "To assess the impact of the COVID pandemiclockdown on air quality worldwide, Air Quality Index (AQI) data was used to estimate the changein air quality in major cities on six continents." . "8.793969849246231" . "10.5" . . "documentation and information science" . "68.58537549936264" . "0.658052384853363" . . "Tehran" . . . "Germany" . . . "We are re-using existing Research Objects, and in particular Jupyter Notebooks that were created in previous studies." . "19.011725293132326" . "22.7" . . "Thus, in order to provide a more comprehensive analysis ofthe impact of lockdowns on all critical air pollutants during the entire lockdown period and to assessthe impact of different lockdown strategies on air pollution, AQI in major cities worldwide wasexamined." . "4.857621440536013" . "5.8" . . "water quality" . "9.602793539938892" . "22.0" . . "Wuhan" . . . "Mexico City" . "2.982107355864811" . "4.5" . . "data" . "2.1206096752816435" . "3.2" . . "geophysics" . "31.414624500637366" . "0.3014121949672699" . . "World s air pollution" . "2.119205298013245" . "3.2" . . "Mar" . "5.301524188204109" . "8.0" . . "earth sciences" . "54.63797800317049" . "0.9944986701011658" . . "New York" . "3.180914512922465" . "4.8" . . "India" . . . "Environmental Protection Agency" . . . "air pollution" . "4.539502400698385" . "10.4" . . "Africa" . . . "United Kingdom" . . . "lockdown strategy" . "1.390728476821192" . "2.1" . . "Berlin" . . . "water quality" . "15.904572564612325" . "24.0" . . "South Korea" . . . "Paris" . . . "Turkey" . . . "air quality" . "3.7773359840954273" . "5.7" . . "Johannesburg" . . . "Changes in air and water quality during the Covid-19 Lockdown in the Venice Lagoon." . "21.1892797319933" . "25.3" . . "aim" . "3.7101702313400264" . "8.5" . . "geology" . "45.36202199682951" . "0.8256614208221436" . . "France" . . . "Asia" . . . "research" . "8.681245858184228" . "13.1" . . "Seoul" . . . "Venice Lagoon" . "10.603048376408218" . "16.0" . . "Air pollution" . "Environment/Environmental pollution/Air pollution" . . "Venice" . "7.333042339589699" . "16.8" . . "Europe" . . . "Rome" . . . "AQI" . "3.7773359840954273" . "5.7" . . "Los Angeles U.S.A Mar" . "2.119205298013245" . "3.2" . . "London" . . . "Venice" . . . "Iran" . . . "Beijing" . . . "Mexico City" . "3.3173286774334354" . "7.6" . . "China" . . . "Keywords: COVID ; AQI; lockdown policy; major cities; NO ; PM . ; ozone\n ." . "2.6800670016750416" . "3.2" . . "research object" . "21.52317880794702" . "32.5" . . "Los Angeles" . . . "medicine" . "14.795918367346937" . "2.9" . . "Spain" . . . "air quality" . "5.019642077695329" . "11.5" . . "major city" . "3.90987408880053" . "5.9" . . "Lima" . . . "ecology" . "42.3469387755102" . "8.3" . . "availablefor Los Angeles" . "3.443708609271523" . "5.2" . . "study" . "3.753819292885203" . "8.6" . . "computer science" . "19.387755102040813" . "3.8" . . "Jupyter Notebooks" . "6.096752816434724" . "9.2" . . "air pollution" . "3.5785288270377733" . "5.4" . . "Mexico" . . . "big city" . "5.019642077695329" . "11.5" . . "Los Angeles" . "3.186381492797905" . "7.3" . . "meteorology" . "14.795918367346937" . "2.9" . . "The World air quality project" . "2.384105960264901" . "3.6" . . "Delhi" . . . "research" . "5.063291139240507" . "11.6" . . "air quality index" . "3.8847664775207336" . "8.9" . . "pollutant discharge" . "1.5894039735099337" . "2.4" . . "social and information sciences" . "68.58537549936264" . "0.658052384853363" . . "understanding" . "2.5316455696202533" . "5.8" . . "data" . "2.793539938891314" . "6.4" . . "world s major cities" . "1.7218543046357615" . "2.6" . . "air quality data" . "1.9205298013245033" . "2.9" . . "South America" . . . "Sao Paulo Brazil Mar" . "1.6556291390728477" . "2.5" . . "Antarctica" . . . "changes in air and water quality" . "10.927152317880795" . "16.5" . . "toan air quality index" . "1.9867549668874172" . "3.0" . . "May" . "2.618943692710607" . "6.0" . . "lockdown data" . "1.5231788079470197" . "2.3" . . "lockdown lockdown Policy" . "2.052980132450331" . "3.1" . . "Istanbul" . . . "United States of America" . . . "geosciences" . "31.414624500637366" . "0.3014121949672699" . . "study" . "5.699138502319417" . "8.6" . . "earth sciences" . "45.36202199682951" . "0.8256614208221436" . . "Madrid Spain Mar May TotalOutdoorphysicalexercise" . "3.576158940397351" . "5.4" . . "In this study, we focusing on understanding changes in air and water quality during the Covid-19 lockdown in the Venice Lagoon." . "43.46733668341708" . "51.9" . . "South Africa" . . . "Brazil" . . . "Mexico City Mexico Mar" . "3.1788079470198674" . "4.8" . . "lockdown" . "7.289393278044522" . "16.7" . . "February" . "2.3134002618943694" . "5.3" . . "pollution" . "2.6625927542557837" . "6.1" . . "New York" . "3.4482758620689657" . "7.9" . . "Claremont" . . . "March" . "5.674378000872982" . "13.0" . . "Weather" . "Weather" . . "Peru" . . . "Sydney" . . . "atmospheric sciences" . "54.63797800317049" . "0.9944986701011658" . . "Venice" . "7.090788601722995" . "10.7" . . "Venice Venice Lagoon" . "31.192052980132452" . "47.1" . . "World Health Organization" . . . "Los Angeles" . "2.8495692511597084" . "4.3" . . "International Agency for Research on Cancer" . . . "World Meteorological Organization" . . . "pollutant" . "3.1146454605699136" . "4.7" . . "Italy" . . . "Tokyo" . . . . . . "https://zenodo.org/record/7513765/files/NO2_EUROPE_ADAMAPI2019-03-01_2021-06-30.nc" . . "2023-01-08 19:38:36.937507+00:00" . "2023-02-19 13:22:54.308417+00:00" . "NO2 CAMS over Europe March-June 2019, 2020 and 2021 extracted from ADAM data cube." . "application/x-netcdf" . "NO2" . . "NO2 CAMS over Europe March-June 2019, 2020 and 2021" . "2023-01-08 19:38:36.937507+00:00" . . "mantovani@meeo.it" . "Simone Mantovani" . . "Raul Palma" . . "service-account-enrichment" . . "" . "Applied sciences" . . "" . "Climatology" . . . . . "https://doi.org/10.1525/collabra.35903" . . "2022-10-14 12:43:21.299002+00:00" . "2023-02-19 13:45:14.242980+00:00" . "This paper is from Gisela H. Govaart, Simon M. Hofmann, Evelyn Medawar.\n\nEver-increasing anthropogenic greenhouse gas emissions narrow the timeframe for humanity to mitigate the climate crisis. Scientific research activities are resource demanding and, consequently, contribute to climate change; at the same time, scientists have a central role in advancing knowledge, also on climate-related topics. In this opinion piece, we discuss (1) how open science – adopted on an individual as well as on a systemic level – can contribute to making research more environmentally friendly, and (2) how open science practices can make research activities more efficient and thereby foster scientific progress and solutions to the climate crisis. While many building blocks are already at hand, systemic changes are necessary in order to create academic environments that support open science practices and encourage scientists from all fields to become more carbon-conscious, ultimately contributing to a sustainable future." . "climate crisis" . "open science" . "sustainability" . . "The Sustainability Argument for Open Science" . "2022-10-14 12:43:21.299002+00:00" . . . . . "https://doi.org/10.5281/zenodo.6589624" . . "2022-10-14 13:44:35.094465+00:00" . "2023-02-19 13:45:14.339103+00:00" . "Sharan, Malvika\n\nIn this talk, I discuss open science as a framework to ensure that all our research components can be easily accessed, openly examined and built upon by others. I will introduce The Turing Way - an open source, open collaboration and community-driven guide to reproducible, ethical and inclusive data science and research. Drawing insights from the project, I will share best practices that researchers should integrate to ensure the highest reproducible and ethical standards from the start of their projects so that their research work is easy to reuse and reproduce at all stages of the development. All attendees will leave the talk understanding the many dimensions of openness and how they can participate in an inclusive, kind and inspiring open source ecosystem as they collaboratively seek to improve research culture. All questions and contributions are welcome at the GitHub repository: https://github.com/alan-turing-institute/the-turing-way.\n\nHome page: https://malvikasharan.github.io/\n\nThis was a closing keynote at Concordia University in Montreal on 27 May 2022." . . "Open science for enabling reproducible, ethical and collaborative research: Insights from The Turing Way" . "2022-10-14 13:44:35.094465+00:00" . . . . . "https://en.wikipedia.org/wiki/Climate_justice" . . "2022-10-15 08:03:53.413292+00:00" . "2023-02-19 13:45:22.058293+00:00" . "Definition of Climate Justice from Wikipedia." . "wikipedia" . . "Climate Justice (Wikipedia)" . "2022-10-15 08:03:53.413292+00:00" . . . . . "https://en.wikipedia.org/wiki/Environmental_justice" . . "2022-10-15 08:02:56.218937+00:00" . "2023-02-19 13:45:11.910714+00:00" . "Definition of Environmental Justice from Wikipedia" . "wikipedia" . . "Environmental Justice (Wikipedia)" . "2022-10-15 08:02:56.218937+00:00" . . "Simula Research Laboratory" . "annef@simula.no" . "Anne Fouilloux" . "0000-0002-1784-2920" . . "jeani@uio.no" . "Jean Iaquinta" . "0000-0002-8763-1643" . . . "post@simula.no" . "00vn06n10" . "Simula Research Laboratory" . . . "POLYGON ((-170.15625 -81.09321385260837, -170.15625 84.67351256610525, 191.25000000000003 84.67351256610525, 191.25000000000003 -81.09321385260837, -170.15625 -81.09321385260837))" . 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Why are they embracing open science practices in their current research workflows? How are they using the resources provided in the European Open Science Cloud (EOSC)? Is open access enabling researchers to contribute better to Climate Change solutions? If you’re curious about these innovative initiatives by the research communities, make sure you attend!\n\nSpeakers:\nAnne Fouilloux (RELIANCE)\nAnabela de Oliveira (EGI-ACE)\nBjorn Backeberg (C-SCALE)\nProf Spyridon Rapsomanikis, Athena RC, NEANIAS" . "application/ld+json" . . . . . . . . "https://w3id.org/ro-id/0e6ee388-ce22-4237-bf54-74336d1215ce" . "climate change" . "climate justice" . "open science" . . "Presentation" . "OpenAIRE OAWeek: Open for Climate Justice - snapshot" . "OpenAIRE OAWeek: Open for Climate Justice" . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 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"https://www.openaire.eu/oaweek2022" . . "2022-10-25 19:28:42.371901+00:00" . "2023-02-19 13:45:22.163052+00:00" . "OpenAIRE participates in the International Open Access Week - Open for Climate Justice\n24 - 30 October 2022" . "announcement" . "programme" . . "OpenAIRE participates in the International Open Access Week - Open for Climate Justice" . "2022-10-25 19:28:42.371901+00:00" . . . . . "https://youtu.be/oHE0aD2JQ-k" . . "2022-10-14 12:35:41.182975+00:00" . "2023-02-19 13:45:14.008945+00:00" . "This session on \"Justice and Climate Change\" has been held online during the CESM Workshop 2022. \n\nAgenda:\n- Jola Ajibade: \"Understanding the complexity of Climate justice and Climate Change\";\n- Laura Landrum: \"SEARCH - Study of Environmental Arctic Change Program\";\n- Yifan Cheng: \"Informing Climate and Land Surface Model Decisions with Indigenous Guidance\";\n- Panel discussion with speakers." . "discussion" . . 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"Anne Foilloux, and Björn Grüning. \"Docker for Galaxy Pangeo notebook from official Pangeo image.\" ROHub. Mar 26 ,2022. https://doi.org/10.24424/f0q9-8e35." . . . "POINT (7.8337097307667145 48.01044395569975)" . . . "POINT (10.766601562500002 59.921531172441085)" . . . . . "output" . . . . . "input" . . . . . . "biblio" . . . . . . "tool" . . . . . "448436"^^ . "https://api.rohub.org/api/resources/039f0e1f-ddb5-4a6b-8047-094aeb37b259/download/" . . "2022-03-30 16:49:24.424570+00:00" . "2023-02-19 13:50:03.407487+00:00" . "Copernicus Atmosphere Monitoring Service PM2.5, 2 day forecasts, 24th December 2021 at 12:00 UTC" . "image/png" . . "CAMS PM2.5, 2 day forecasts, 24th December 2021 at 12:00 UTC" . "2022-03-30 16:49:24.424570+00:00" . . . . . . "https://training.galaxyproject.org/training-material/topics/climate/tutorials/pangeo-notebook/tutorial.html" . . "2022-03-30 15:59:56.246391+00:00" . "2023-02-19 13:49:56.427998+00:00" . "Training material (hands-on) where Pangeo Notebook is used to learn Xarray. This training is part of the Galaxy Training Network (GTN).\n\nIn this tutorial, we will learn about Xarray, one of the most used Python library from the Pangeo ecosystem.\n\nWe will be using data from Copernicus Atmosphere Monitoring Service and more precisely PM2.5 (Particle Matter < 2.5 μm) 4 days forecast from December, 22 2021. Parallel data analysis with Pangeo is not covered in this tutorial." . "text/html" . . "Pangeo Notebook in Galaxy - Introduction to Xarray (GTN)" . "2022-03-30 15:59:56.246391+00:00" . . . . . "https://quay.io/repository/nordicesmhub/docker-pangeo-notebook" . . "2022-03-29 11:58:28.213223+00:00" . "2023-02-19 13:49:55.588074+00:00" . "These docker images (different tags) correspond to the docker images built for Galaxy Pangeo JupyterLab.\nThe docker images can be used within Galaxy and as standalone docker images.\nYou can use the same images we use in Galaxy on your local computer or any other platform:\n\n1. Pull an existing image locally\n\ndocker pull quay.io/nordicesmhub/docker-pangeo-notebook\n\n2. Run a pre-build image from docker registry\n\n3. To start your JupyterLab:\n\ndocker run -p 7777:8888 quay.io/nordicesmhub/docker-pangeo-notebook\n\nand you will top open a new terminal and start your favorite web browser.\n\nyour running Jupyter Notebook instance on http://localhost:7777/ipython/.\n\nRemark: for reproducibility purpose, we suggest you use a specific tag e.g.\n\ndocker pull quay.io/nordicesmhub/docker-pangeo-notebook:1c0f66b\n\nThen use the same tag when starting your JupyterLab application:\n\ndocker run -p 7777:8888 quay.io/nordicesmhub/docker-pangeo-notebook:1c0f66b" . . "Docker images for Galaxy Pangeo JupyterLab (Quay Container Registry)" . "2022-03-29 11:58:28.213223+00:00" . . . . . "https://doi.org/10.5281/zenodo.5805953" . . "2022-03-30 16:52:19.796786+00:00" . "2023-02-19 13:49:55.345103+00:00" . "Dataset used in the Galaxy Pangeo tutorials on Xarray.\n\nData is in netCDF format and is from Copernicus Air Monitoring Service and more precisely PM2.5 (Particle Matter < 2.5 μm) 4 days forecast from December, 22 2021. This dataset is very small and there is no need to parallelize our data analysis. Parallel data analysis with Pangeo is not covered in this tutorial and will make use of another dataset." . . "netCDF input file PM2.5 4 days forecast from December, 22 2020" . "2022-03-30 16:52:19.796786+00:00" . . . . "10.5281/zenodo.6394185" . . "https://doi.org/10.5281/zenodo.6399102" . . "2022-03-29 17:55:05.034625+00:00" . "2023-02-19 13:49:56.124648+00:00" . "This is a tarball for the Docker Galaxy pangeo-JupyterLab image - Version 1c0f66b.\n\nTo use it:\n\ndownload the image file docker-pangeo-notebook-1c0f66b.tar\nload it with docker with the command: docker load --input docker-pangeo-notebook-1c0f66b.tar\nlaunch the Docker container binding of your data folder (on the local machine) with the /import folder i(inside the container) with the command: docker run -v my_data_folder:/import -p 7777:8888 quay.io/nordicesmhub/docker-pangeo-notebook:1c0f66b\nstart your favorite web browser and go to: http://localhost:7777/ipython/\nSee https://github.com/NordicESMhub/docker-pangeo-notebook for more details" . . "Docker Galaxy pangeo-JupyterLab image Version 1c0f66b" . "2022-03-29 17:55:05.034625+00:00" . . . . . "1729"^^ . "https://api.rohub.org/api/resources/56c7c29c-badc-45ad-bb41-75ba492064e2/download/" . . "2022-03-29 12:08:38.781608+00:00" . "2023-02-19 13:49:59.656812+00:00" . "Default Jupyter Notebook used when starting Galaxy Climate JupyterLab if no other Jupyter Notebook is passed by the user." . . "Default Jupyter Notebook for Galaxy Climate JupyterLab" . "2022-03-29 12:08:38.781608+00:00" . . . . . "29899819"^^ . "https://api.rohub.org/api/resources/9663df26-3adb-40ed-b68e-391c2023ec0b/download/" . . "2022-03-30 16:44:58.679622+00:00" . "2023-02-19 13:50:02.589260+00:00" . "This is a gif animated image showing how to start the Galaxy Pangeo JupyterLab in Galaxy Europe. In this video, we pass an input file (this file will be imported in the Jupyter Notebook /import folder)." . "image/gif" . . "How to start Galaxy Pangeo JupyterLab (gif animated)" . "2022-03-30 16:44:58.679622+00:00" . . . . . "5306"^^ . "https://api.rohub.org/api/resources/a3f045c3-42e7-4896-a4b7-bef646dade6b/download/" . . "2022-03-30 16:14:11.257847+00:00" . "2023-02-19 13:49:59.932314+00:00" . "This is the Galaxy Pangeo JupyterLab tool wrapper used by Galaxy to start the Galaxy Pangeo JupyterLab on a Galaxy instance." . "application/xml" . . "Galaxy Pangeo JupyterLab Tool wrapper (xml)" . "2022-03-30 16:14:11.257847+00:00" . . . . . "https://github.com/NordicESMhub/docker-pangeo-notebook" . . "2022-03-29 12:01:31.834492+00:00" . "2023-02-19 13:49:54.422945+00:00" . "This github repository contains all the sources required for building the docker containers that are made available in Quay Container Registry." . . "Source code for building the docker container (github repository)" . "2022-03-29 12:01:31.834492+00:00" . . . . . "https://jupyterlab.readthedocs.io/en/stable/" . . "2022-03-28 14:14:45.648769+00:00" . "2023-02-19 13:49:56.297137+00:00" . "Link to the online JupyterLab documentation." . . "JupyterLab Documentation" . "2022-03-28 14:14:45.648769+00:00" . . . . . "notebook from official Pangeo image" . "5.982905982905982" . "5.6" . . "http" . "5.826558265582656" . 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"Contains outputs, (regridded data and figures), generated in the Jupyter notebook of Met Office UKV high-resolution atmosphere model data" . . "Outputs" . "2022-02-06 17:02:59.243925+00:00" . . . . . "https://edsbook.org/gallery/exploration/urban-exploration-climate_ukv/urban-exploration-climate_ukv.html" . . "2022-02-06 17:04:55.919176+00:00" . "2023-03-15 15:29:08.799869+00:00" . "Rendered version of the Jupyter Notebook hosted by the Environmental Data Science Book" . "text/html" . . "Online rendered version of the Jupyter notebook" . "2022-02-06 17:04:55.919176+00:00" . . . . "https://github.com/eds-book-gallery/urban-exploration-climate_ukv/blob/main/.lock/conda-linux-64.lock" . . "2022-02-06 17:06:19.473817+00:00" . "2023-03-15 15:29:11.899466+00:00" . "Lock conda file for linux-64 OS of the Jupyter notebook hosted by the Environmental Data Science Book" . . "Lock conda file for linux-64" . "2022-02-06 17:06:19.473817+00:00" . . . . "https://github.com/eds-book-gallery/urban-exploration-climate_ukv/blob/main/.lock/conda-osx-64.lock" . . "2022-02-06 17:06:20.621949+00:00" . "2023-03-15 15:29:13.341003+00:00" . "Lock conda file for osx-64 OS of the Jupyter notebook hosted by the Environmental Data Science Book" . . "Lock conda file for osx-64" . "2022-02-06 17:06:20.621949+00:00" . . . . "https://github.com/eds-book-gallery/urban-exploration-climate_ukv/blob/main/.lock/conda-win-64.lock" . . "2023-03-11 23:00:41.147309+00:00" . "2023-03-15 15:29:13.617803+00:00" . "Lock conda file for linux-64 OS of the Jupyter notebook hosted by the Environmental Data Science Book" . . "Lock conda file for win-64" . "2023-03-11 23:00:41.147309+00:00" . . . . . "https://medium.com/informatics-lab/met-office-and-partners-offer-data-and-compute-platform-for-covid-19-researchers-83848ac55f5f" . . "2022-02-06 17:03:00.565055+00:00" . "2023-03-15 15:29:15.911084+00:00" . "Related publication of the sensors presented in the Jupyter notebook" . . "Met office and partners offer data and compute platform for covid-19 researchers" . "2022-02-06 17:03:00.565055+00:00" . . . . . "https://metdatasa.blob.core.windows.net/covid19-response-non-commercial/metoffice_ukv_daily/t1o5m_mean/ukv_daily_t1o5m_mean_20150801.nc" . . "2022-02-06 17:02:56.603984+00:00" . "2023-03-15 15:29:19.254219+00:00" . "Contains input gridded data used in the Jupyter notebook of Met Office UKV high-resolution atmosphere model data" . "application/x-netcdf" . . "Input gridded data" . "2022-02-06 17:02:56.603984+00:00" . . . . "https://raw.githubusercontent.com/eds-book-gallery/urban-exploration-climate_ukv/main/.binder/environment.yml" . . "2022-02-06 17:07:13.909210+00:00" . "2023-03-15 15:29:17.826463+00:00" . "Conda environment when user want to have the same libraries installed without concerns of package versions" . . "Conda environment" . "2022-02-06 17:07:13.909210+00:00" . . . . 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