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"POLYGON( ( -3.611394871468983 40.53713623661004, -3.5125914250302666 40.53713623661004, -3.4137879785915506 40.53713623661004, -3.4137879785915506 40.40969285491932, -3.5125914250302666 40.40969285491932, -3.611394871468983 40.40969285491932, -3.611394871468983 40.53713623661004 ) )" . . . . . . . . "http://ever-est.eu/value#My Library" . "10.5072/ro-id.BPIH2F2WOA" . . . "2018-06-15T10:32:34.526+02:00" . . . . . . . . . . "34409"^^ . "https://api.rohub.org/api/ros/246cce20-2f36-4bfb-8de4-256d0dcbe60c/crate/download/" . . . "2018-06-15 08:32:34.526000+00:00" . "2026-05-08 02:02:01.632870+00:00" . "2018-06-15 08:32:34.526000+00:00" . "Change Detection over Madrid" . "application/ld+json" . . . . . . "https://w3id.org/ro-id/246cce20-2f36-4bfb-8de4-256d0dcbe60c" . . "Change Detection Data Centric" . "Land Monitoring Community" . "Anca Popescu" . "Land Monitoring" . . "S1A_IW_GRDH_1SDV_20170621T061751_20170621T061816_017128_01C8E4_C27D" . . . "https://w3id.org/ro-id/e7747b1e-fcb2-4d35-98e0-8570f0bc962d" . "https://w3id.org/ro-id/1920e4c9-9bef-4296-ae8d-cf1973241f34" . "https://w3id.org/ro-id/74bc7d96-0e18-4404-9f2b-43b5c632232f" . "https://w3id.org/ro-id/80cf4633-2db5-4b6c-80b9-bd4a101d2a32" . "https://w3id.org/ro-id/97c92958-6dba-40d1-95bc-e531d4b75117" . "https://w3id.org/ro-id/a151d7df-470a-47cd-ba52-2cdfc6b86d47" . "https://w3id.org/ro-id/a6953234-2102-4f9d-8f86-f683e132b758" . "https://w3id.org/ro-id/d9c4f010-4f47-4696-94e9-fecc207e7566" . "https://w3id.org/ro-id/e1cc4cd7-2b83-4889-9d6c-acceeae692c9" . "https://w3id.org/ro-id/0c66ac74-904f-4620-b3d5-07e713305635" . "https://w3id.org/ro-id/128bd7b9-e0ac-462f-bc13-309d32fd1449" . "https://w3id.org/ro-id/1bb2fbf0-fffd-445a-85b9-b98007104b0c" . "https://w3id.org/ro-id/26e9f570-a91d-418c-94c3-62574bc3bcd8" . "https://w3id.org/ro-id/3d276bcc-6201-4a36-9250-1c29f2fd729e" . "https://w3id.org/ro-id/478a560a-dc51-4622-b51d-18ee60cd9841" . "https://w3id.org/ro-id/49c0f08e-3193-4249-8cea-95e74617b660" . "https://w3id.org/ro-id/5134e6c4-2bcc-41cc-9199-2d86b3e1acb5" . "https://w3id.org/ro-id/855771fd-0c13-4a73-9e23-f1cc7496d8f2" . "https://w3id.org/ro-id/ac2dea90-5785-49da-9dc6-a15bcc832d4b" . "https://w3id.org/ro-id/61d7adda-bf15-48c1-b039-9ebdff3885b0" . "https://w3id.org/ro-id/79c87a38-5f2c-4446-9946-1cce96589177" . "https://w3id.org/ro-id/b4af4170-5ebe-471e-ba2f-4ab5172bc5bf" . "https://w3id.org/ro-id/bafb0fc0-dc53-4501-a909-78e10b2e5ed4" . "https://w3id.org/ro-id/ecfe8d56-b5c9-4e07-98f0-716fc6a1d842" . "https://w3id.org/ro-id/ed5f3686-0536-460b-9937-1afe43a872f7" . "https://w3id.org/ro-id/eeb64cd7-fbdf-48d9-9f85-81aa49c6946a" . "https://w3id.org/ro-id/14b43032-2626-4db6-897d-f8d39bbde913" . "https://w3id.org/ro-id/208f78cc-22e3-44f4-9edd-de8399042b6d" . "https://w3id.org/ro-id/629354fa-33da-435d-a18f-ce745fa08cd3" . "https://w3id.org/ro-id/7309b85a-fc84-4a66-9b1f-a02c913983a8" . "https://w3id.org/ro-id/821a65bb-90c6-4d53-a39e-acc4471fa99e" . "https://w3id.org/ro-id/85d83329-1740-4133-97fa-e87c66e94264" . "https://w3id.org/ro-id/bed6deff-2f38-418e-9821-d97016717681" . "https://w3id.org/ro-id/bf199369-43bd-4cb3-a599-fdefb0f7ba05" . "https://w3id.org/ro-id/d50aff65-bfd1-4791-9a72-207674eff947" . "https://w3id.org/ro-id/ff449878-5b19-412f-842b-d704ba70490b" . "https://w3id.org/ro-id/51d972c2-dc40-445a-9d01-8af28d329b82" . "https://w3id.org/ro-id/6c2a2e24-7836-4ee9-93df-16cd0db81f76" . "https://w3id.org/ro-id/93e53235-e3aa-4f74-b0fd-eb0ec21e8dea" . "https://w3id.org/ro-id/c5763f77-c624-454f-9fd9-071be4491d59" . "https://w3id.org/ro-id/1579b8fc-b386-408d-98ac-6ad6974ad8e7" . "https://w3id.org/ro-id/190ebab2-4735-45ef-a077-6379d24a4b0b" . "https://w3id.org/ro-id/2663c09b-e252-47d6-9397-4a7c0248c0e3" . "https://w3id.org/ro-id/682cd808-5849-41ec-9364-0b3d69d58870" . "https://w3id.org/ro-id/9f43d10b-addc-4182-8272-8211edeb4cea" . "https://w3id.org/ro-id/eed1c3e0-182a-4536-8814-9b677c4a53eb" . "https://w3id.org/ro-id/f6b7b7b5-bcb3-4e61-b7fe-e4c3b03278a7" . "EU SatCen. \"Change Detection Data Centric.\" ROHub. Jun 15 ,2018. https://doi.org/10.5072/ro-id.BPIH2F2WOA." . . . . . "datasets" . . . "produced" . . . "software" . . . "web services" . . . . . . "inputs" . . . "main" . . . "nested" . . . . . . "results" . . . . . . . "config" . . . "used" . . . . . "biblio" . . . "setup" . . . . . . "workflows" . . . . . "components" . . . "scripts" . . . "ggg" . . "143"^^ . "https://api.rohub.org/api/resources/906a758b-2781-462c-8c3b-41cd882f632d/download/" . . "2018-05-10 08:09:44.546000+00:00" . "2022-03-24 19:49:43.581239+00:00" . ".txt" . . "Input-Master.txt" . "2018-05-10 08:09:44.546000+00:00" . . . . . "11"^^ . "https://api.rohub.org/api/resources/9e39ca91-b2a0-4177-96d4-90d5a32b549a/download/" . . "2018-05-10 10:50:29.452000+00:00" . "2022-03-24 19:49:45.325235+00:00" . ".txt" . . "Copyright.txt" . "2018-05-10 10:50:29.452000+00:00" . . . . "4"^^ . "https://api.rohub.org/api/resources/d547a8e8-0d4f-4a73-9a3c-3be2ff00ce67/download/" . . "2018-05-10 08:19:07.994000+00:00" . "2022-03-24 19:49:49.392487+00:00" . ".txt" . . "workflow.txt" . "2018-05-10 08:19:07.994000+00:00" . . . . . "0"^^ . "https://api.rohub.org/api/resources/f948aa0c-f8c4-45e3-b9a8-456307449a48/download/" . . "2018-05-10 08:21:25.852000+00:00" . "2022-03-24 19:49:47.742295+00:00" . ".txt" . . "definition.txt" . "2018-05-10 08:21:25.852000+00:00" . . . . . "test" . "25.018764073054793" . "100.0" . . "geology" . "26.632741500408624" . "0.9956269264221191" . . "earth sciences" . "26.214273292711976" . "0.9799830913543701" . . "geology" . "17.014721850579107" . "0.6360710263252258" . . "earth sciences" . "18.57463758996624" . "0.6943862438201904" . . "oceanography" . "11.563625766334056" . "0.43228960037231445" . . "master image" . "50.02501250625313" . "100.0" . . "image" . "4.736419587904736" . "17.7" . . "geosciences" . "22.1282807437931" . "0.33686426281929016" . . "Satcen 2018" . "25.018764073054793" . "100.0" . . "change Detection over Madrid" . "0.7003501750875437" . "1.4" . . "astronautics" . "15.408499143145692" . "0.23456737399101257" . . "uniform resource identifier" . "4.194470924690181" . "8.8" . . "Madrid" . "6.208188386406208" . "23.2" . . "Madrid" . "11.1534795042898" . "23.4" . . "geophysics" . "8.407055595076324" . "0.12798267602920532" . . "atmospheric sciences" . "18.57463758996624" . "0.6943862438201904" . . "spacecraft design, testing and performance" . "15.408499143145692" . "0.23456737399101257" . . "Detection over Madrid" . "31.715857928964482" . "63.4" . . "image" . "13.203050524308864" . "27.7" . . "URI: http://box.everest.psnc.pl:8000/f/aa333acec2/" . "4.928696522391794" . "19.7" . . "expert" . "2.573879885605338" . "5.4" . . "test" . "47.66444232602478" . "100.0" . . "atmospheric sciences" . "26.214273292711976" . "0.9799830913543701" . . "test" . "26.75943270002676" . "100.0" . . "data" . "8.482740165908483" . "31.7" . . "space sciences (general)" . "3.3287645856718493" . "0.05067460238933563" . . "geosciences" . "8.407055595076324" . "0.12798267602920532" . . "change Detection" . "17.55877938969485" . "35.1" . . "earth resources and remote sensing" . "50.727399932313034" . "0.7722356915473938" . . "centric" . "1.9542421353670159" . "4.1" . . "http" . "4.242135367016206" . "8.9" . . "Madrid" . . . "S1A_IW_GRDH_1SDV_20170808T061754_20170808T061819_017828_01DE2C_F086.zip" . "16.135937918116138" . "60.3" . . "Satcen" . "26.75943270002676" . "100.0" . . "Detection" . "10.917848541610917" . "40.8" . . "S1A_IW_GRDH_1SDV_20170808T061754_20170808T061819_017828_01DE2C_F086.zip" . "14.360770577933451" . "57.4" . . "Change Detection over Madrid" . "10.28271203402552" . "41.1" . . "geosciences" . "50.727399932313034" . "0.7722356915473938" . . "service-account-enrichment" . . "service-account-generation-service" . . "" . "Geophysics" . . "Elisa Trasatti" . . "Document geodetic data at Campi Flegrei (Italy)" . . "IREAINGV_" . . "2018-02-26T15:49:49.800+01:00" . "http://everest.psnc.pl/users/elisa.trasatti" . "https://w3id.org/ro-id/57294633-c17e-40d2-a2c4-408f81e4c72e" . . "Campi Flegrei" . . "ascii file" . . "GPS data" . . "American Standard Code for Information Interchange" . . "data" . . "file" . . "caldera" . . "Ascii" . . "dataset" . . "png image" . . "InSAR data" . . "GPS" . . "Italy" . . "image" . . "gamma software" . . "telecommunications" . . "GPS data from INGV" . . "file" . . "gamma software" . . "Italy" . . "SAR interferometry" . . "service-account-enrichment" . . . . . . . "http://sandbox.rohub.org/rodl/ROs/InSAR_GPS_Campi_Fregrei_2011_2013-release/" . "http://rohub.org/performedtasks/26048903/" . . . "1648739"^^ . "https://api.rohub.org/api/ros/57294633-c17e-40d2-a2c4-408f81e4c72e/crate/download/" . "http://rohub.org/users/portal/26975763/" . . "2017-12-13 20:45:37.381000+00:00" . "2025-03-05 00:55:15.411045+00:00" . "2017-12-13 20:45:37.381000+00:00" . "This Research Object contains the InSAR data (COSMO-Skymed ascending and descending orbits) and GPS data from INGV related to the Campi Flegrei caldera during 2011-2013. The dataset was processed with GAMMA software and was subsampled with step 100m-150m. Ascii file and png images are stored." . "application/ld+json" . . . . . "https://w3id.org/ro-id/57294633-c17e-40d2-a2c4-408f81e4c72e" . . "InSAR and GPS data of the 2011-2013 unrest at Campi Flegrei (Italy)" . "Open" . "Elisa Trasatti" . "Elisa Trasatti. \"InSAR and GPS data of the 2011-2013 unrest at Campi Flegrei (Italy).\" ROHub. Dec 13 ,2017. https://w3id.org/ro-id/57294633-c17e-40d2-a2c4-408f81e4c72e." . . . . . . . "Dataset" . . . . . . "Data" . . . . . "Documentation" . . . . . . . "Metadata" . . . . . "Biblio" . . . "Used" . . . "Raw Data" . . . . "Produced" . . . . . "81"^^ . "https://api.rohub.org/api/resources/1c9749bd-fcb1-4104-8a8a-541ece5c3e9f/download/" . . "2017-12-14 14:56:48.154000+00:00" . "2022-03-24 20:58:05.484914+00:00" . "PNG" . . "SAR_RESULTS_DSC_SAR_RESULTS_OBS_col.pngw" . "2017-12-14 14:56:48.154000+00:00" . . . . . "http://onlinelibrary.wiley.com/doi/10.1002/2015GL063621/full" . . "2017-12-13 20:45:37.381000+00:00" . "2022-03-24 20:58:00.348297+00:00" . . "http://onlinelibrary.wiley.com/doi/10.1002/2015GL063621/full" . "2017-12-13 20:45:37.381000+00:00" . . . . "661"^^ . "https://api.rohub.org/api/resources/500f201c-039e-4970-9c7a-66b6ef37aa2e/download/" . . "2017-12-14 14:49:46.677000+00:00" . "2022-03-24 20:58:03.676983+00:00" . "text" . . "ASC-DSC-disp.rtf" . "2017-12-14 14:49:46.677000+00:00" . . . . . "318333"^^ . "https://api.rohub.org/api/resources/7c707754-def5-452a-b307-c7b43ae56d83/download/" . . "2017-12-14 14:48:37.059000+00:00" . "2022-03-24 20:58:01.567160+00:00" . "ascii" . . "obs_sar.dat" . "2017-12-14 14:48:37.059000+00:00" . . . . . "1966"^^ . "https://api.rohub.org/api/resources/80af1036-e303-45c5-b173-d659759cc182/download/" . . "2017-12-14 15:01:16.873000+00:00" . "2022-03-24 20:58:06.570506+00:00" . "text" . . "Method.rtf" . "2017-12-14 15:01:16.873000+00:00" . . . . . "1575"^^ . "https://api.rohub.org/api/resources/8464dc9b-fd91-478c-a86b-393a224fe366/download/" . . "2017-12-14 14:48:50.965000+00:00" . "2022-03-24 20:58:02.643427+00:00" . "ascii" . . "obs_gps.dat" . "2017-12-14 14:48:50.965000+00:00" . . . . . "3382"^^ . "https://api.rohub.org/api/resources/907e93c1-28bb-4d5e-b87c-6adc4df0754c/download/" . . "2017-12-14 14:55:38.393000+00:00" . "2022-03-24 20:57:53.806993+00:00" . "PNG" . . "SAR_RESULTS_ASC_SAR_RESULTS_OBS_col.png" . "2017-12-14 14:55:38.393000+00:00" . . . . . "6038"^^ . "https://api.rohub.org/api/resources/ced68f5f-fa02-4e8e-8263-5288b37e1819/download/" . . "2017-12-14 14:56:33.068000+00:00" . "2022-03-24 20:57:55.662736+00:00" . "PNG" . . "SAR_RESULTS_DSC_SAR_RESULTS_OBS_col.png" . "2017-12-14 14:56:33.068000+00:00" . . . . . "81"^^ . "https://api.rohub.org/api/resources/d1fb025e-acb9-4c7d-bac6-4af94011530c/download/" . . "2017-12-14 14:56:17.431000+00:00" . "2022-03-24 20:58:04.577002+00:00" . "PNG" . . "SAR_RESULTS_ASC_SAR_RESULTS_OBS_col.pngw" . "2017-12-14 14:56:17.431000+00:00" . . . . . "1579356"^^ . "https://api.rohub.org/api/resources/fe2d8782-3dd0-41bc-85c8-dcd6534ac3e9/download/" . . "2017-12-14 15:03:17.780000+00:00" . "2022-03-24 20:58:07.678371+00:00" . "image/png" . . "ASC_DSC_GPS.png" . "2017-12-14 15:03:17.780000+00:00" . . . . . "service-account-generation-service" . . "" . "Geophysics" . . "Elisa Trasatti" . . "Docoument geodetic data at Campi Flegrei" . . "IREAINGV_" . . "2018-02-26T15:45:15.335+01:00" . "http://everest.psnc.pl/users/elisa.trasatti" . "https://w3id.org/ro-id/02204bef-b3c3-448e-9d99-9685006f2ded" . . "memory" . . "descending orbit" . . "Campi Flegrei" . . "contain the InSAR data" . . "ascii file" . . "Research Object" . . "American Standard Code for Information Interchange" . . "data" . . "file" . . "Ascii" . . "dataset" . . "png image" . . "InSAR data" . . "Italy" . . "image" . . "InSAR data" . . "file" . . "ferment" . "unrest" . . "Italy" . . "SAR interferometry" . . "service-account-enrichment" . . . . . . . "http://sandbox.rohub.org/rodl/ROs/InSAR_Campi_Flegrei_2004_2006-release/" . "http://rohub.org/performedtasks/36071950/" . . . "1037570"^^ . "https://api.rohub.org/api/ros/02204bef-b3c3-448e-9d99-9685006f2ded/crate/download/" . "http://rohub.org/users/portal/26975763/" . . "2017-12-08 11:22:53.432000+00:00" . "2025-03-05 00:55:15.805905+00:00" . "2017-12-08 11:22:53.432000+00:00" . "This Research Object contains the InSAR data (ENVISAT ascending and descending orbits) at Campi Flegrei during 2004-2006. The dataset was processed with SBAS and is subsampled with step 100m-150m. Ascii file and png images are stored." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/02204bef-b3c3-448e-9d99-9685006f2ded" . . "InSAR data of 2004-2006 unrest at Campi Flegrei (Italy)" . "Open" . "Elisa Trasatti" . "Elisa Trasatti. \"InSAR data of 2004-2006 unrest at Campi Flegrei (Italy).\" ROHub. Dec 08 ,2017. https://w3id.org/ro-id/02204bef-b3c3-448e-9d99-9685006f2ded." . . . . . "Documentation" . . . "Documentation" . . . . . . "Biblio" . . . . "Used" . . . "Raw_Data" . . . . . . . . "Dataset" . . . . . "documentation" . . . "Dataset" . . . . "Produced" . . . "ASCII" . . . . "645"^^ . "https://api.rohub.org/api/resources/4746a8d8-ff1e-4c14-b46d-7d2bf6057be5/download/" . . "2017-12-14 14:53:43.276000+00:00" . "2022-03-24 21:01:13.446478+00:00" . "text" . . "ASC-DSC-disp.rtf" . "2017-12-14 14:53:43.276000+00:00" . . . . . "81"^^ . "https://api.rohub.org/api/resources/9244fff7-d17a-429a-b94d-4cb054ccf6d1/download/" . . "2017-12-08 12:06:26.426000+00:00" . "2022-03-24 21:01:11.321713+00:00" . "PNG" . . "SAR_RESULTS_ASC_SAR_RESULTS_OBS_col.pngw" . "2017-12-08 12:06:26.426000+00:00" . . . . . "4209"^^ . "https://api.rohub.org/api/resources/c27e32c2-4673-489f-86d9-3ce85fc8a423/download/" . . "2017-12-08 12:06:12.180000+00:00" . "2022-03-24 21:01:01.262842+00:00" . "PNG" . . "SAR_RESULTS_ASC_SAR_RESULTS_OBS_col.png" . "2017-12-08 12:06:12.180000+00:00" . . . . . "1539"^^ . "https://api.rohub.org/api/resources/d0d538e7-fb88-4ad6-8978-89ea608d0e53/download/" . . "2017-12-08 11:44:13.062000+00:00" . "2022-03-24 21:01:09.493808+00:00" . "ASCII" . . "Method.rtf" . "2017-12-08 11:44:13.062000+00:00" . . . . . "http://onlinelibrary.wiley.com/doi/10.1029/1998GL900033/abstract" . . "2017-12-08 11:22:53.432000+00:00" . "2022-03-24 21:01:07.449755+00:00" . . "http://onlinelibrary.wiley.com/doi/10.1029/1998GL900033/abstract" . "2017-12-08 11:22:53.432000+00:00" . . . . . "4080"^^ . "https://api.rohub.org/api/resources/d8f704f1-fa16-4d64-9945-8293c984735c/download/" . . "2017-12-08 12:06:44.114000+00:00" . "2022-03-24 21:01:04.042057+00:00" . "PNG" . . "SAR_RESULTS_DSC_SAR_RESULTS_OBS_col.png" . "2017-12-08 12:06:44.114000+00:00" . . . . . "1013108"^^ . "https://api.rohub.org/api/resources/df95e927-b75c-4ba2-8f17-e6870dee97d8/download/" . . "2017-12-08 11:38:47.295000+00:00" . "2022-03-24 21:01:08.632536+00:00" . "image/png" . . "ASC_DSC.png" . "2017-12-08 11:38:47.295000+00:00" . . . . . "81"^^ . "https://api.rohub.org/api/resources/e4b9a950-0112-4f30-9ede-84c489589309/download/" . . "2017-12-08 12:07:00.217000+00:00" . "2022-03-24 21:01:12.343097+00:00" . "PNG" . . "SAR_RESULTS_DSC_SAR_RESULTS_OBS_col.pngw" . "2017-12-08 12:07:00.217000+00:00" . . . . . "http://onlinelibrary.wiley.com/doi/10.1029/2007GL033091/abstract" . . "2017-12-08 11:22:53.432000+00:00" . "2022-03-24 21:01:07.519588+00:00" . . "http://onlinelibrary.wiley.com/doi/10.1029/2007GL033091/abstract" . "2017-12-08 11:22:53.432000+00:00" . . . . . "service-account-generation-service" . . . . "WebProcessingServiceExecution" . . "2" . "http://box.everest.psnc.pl:8000/f/0c4347ad9d/" . . "2022-03-25 15:09:39.543771+00:00" . "2022-03-25 15:09:52.874890+00:00" . ".png" . . "cd.png" . "2022-03-25 15:09:39.543771+00:00" . "WebProcessingServiceExecution" . "2018-05-08T16:22:04.503000+00:00" . . . "WebProcessingServiceExecution" . . "2" . "http://box.everest.psnc.pl:8000/f/6157842c73/" . . "2022-03-25 15:09:39.543368+00:00" . "2022-03-25 15:09:53.454536+00:00" . ".tgz" . . "cd.tgz" . "2022-03-25 15:09:39.543368+00:00" . "WebProcessingServiceExecution" . "2018-05-08T16:22:04.503000+00:00" . . . . . "985000" . "http://box.everest.psnc.pl:8000/f/6a67815420/" . . "2022-03-25 15:09:39.544187+00:00" . "2022-03-25 15:09:51.086061+00:00" . ".zip" . . "S1A_IW_GRDH_1SDV_20170820T061754_20170820T061819_018003_01E376_9EC3.zip" . "2022-03-25 15:09:39.544187+00:00" . . . . "WebProcessingServiceExecution" . . "2" . "http://box.everest.psnc.pl:8000/f/a25b04c564/" . . "2022-03-25 15:09:39.542816+00:00" . "2022-03-25 15:09:57.372474+00:00" . ".pngw" . . "cd.pngw" . "2022-03-25 15:09:39.542816+00:00" . "WebProcessingServiceExecution" . "2018-05-08T16:22:04.503000+00:00" . . . . . "985000" . "http://box.everest.psnc.pl:8000/f/aa333acec2/" . . "2022-03-25 15:09:39.544631+00:00" . "2022-03-25 15:09:55.954370+00:00" . ".zip" . . "S1A_IW_GRDH_1SDV_20170808T061754_20170808T061819_017828_01DE2C_F086.zip" . "2022-03-25 15:09:39.544631+00:00" . . "" . "Cartography" . . "anca popescu" . . "EU SatCen" . . "EU SatCen" . . . . "POLYGON((-3.6384382604 40.5622470252, -3.3858490478 40.5622470252, -3.3858490478 40.3847421816, -3.6384382604 40.3847421816, -3.6384382604 40.5622470252))" . . "WebProcessingService" . "AreaofInterest" . "MasterSentinel-1product" . "Polarization" . "SlaveSentinel-1product" . "SatCen Change Detection Workflow execution" . . . "Result Files Distribution Package" . "com.terradue.wps_oozie.process.OozieAbstractAlgorithm" . "SatCen Change Detection Workflow" . . . "POLYGON( ( -3.611394871468983 40.53713623661004, -3.5125914250302666 40.53713623661004, -3.4137879785915506 40.53713623661004, -3.4137879785915506 40.40969285491932, -3.5125914250302666 40.40969285491932, -3.611394871468983 40.40969285491932, -3.611394871468983 40.53713623661004 ) )" . . . . . . . . . . . . . . . . . . . . . . . . . "SlaveSentinel-1product" . . . . . . . . . . . . "AreaofInterest" . . . . . . . . . "Polarization" . . . . . . "MasterSentinel-1product" . . . . . . . . . . . "detection over Madrid" . . "Madrid" . . "Satcen 2018" . . "Detection" . . "centric" . "1.9542421353670159" . "4.1" . . "geophysics" . "8.407055595076324" . "0.12798267602920532" . . "oceanography" . "11.563625766334056" . "0.43228960037231445" . . "change Detection over Madrid" . "0.7003501750875437" . "1.4" . . "image" . "4.736419587904736" . "17.7" . . "http" . "4.242135367016206" . "8.9" . . "expert" . "2.573879885605338" . "5.4" . . "Madrid" . "6.208188386406208" . "23.2" . . "change Detection" . "17.55877938969485" . "35.1" . . "test" . "47.66444232602478" . "100.0" . . "spacecraft design, testing and performance" . "15.408499143145692" . "0.23456737399101257" . . "geosciences" . "50.727399932313034" . "0.7722356915473938" . . "S1A_IW_GRDH_1SDV_20170808T061754_20170808T061819_017828_01DE2C_F086.zip" . "14.360770577933451" . "57.4" . . "geosciences" . "8.407055595076324" . "0.12798267602920532" . . "geosciences" . "22.1282807437931" . "0.33686426281929016" . . "Detection" . "10.917848541610917" . "40.8" . . "geology" . "26.632741500408624" . "0.9956269264221191" . . "image" . "13.203050524308864" . "27.7" . . "data" . "8.482740165908483" . "31.7" . . "Satcen 2018" . "25.018764073054793" . "100.0" . . "atmospheric sciences" . "26.214273292711976" . "0.9799830913543701" . . "information" . "15.014299332697806" . "31.5" . . "Change Detection Data Centric." . "14.711033274956218" . "58.8" . . "S1A_IW_GRDH_1SDV_20170808T061754_20170808T061819_017828_01DE2C_F086.zip" . "16.135937918116138" . "60.3" . . "test" . "26.75943270002676" . "100.0" . . "URI: http://box.everest.psnc.pl:8000/f/aa333acec2/" . "4.928696522391794" . "19.7" . . "Master Image:" . "5.679259444583438" . "22.7" . . "geology" . "17.014721850579107" . "0.6360710263252258" . . "test" . "25.018764073054793" . "100.0" . . "earth sciences" . "26.214273292711976" . "0.9799830913543701" . . "Change Detection over Madrid" . "10.28271203402552" . "41.1" . . "space sciences (general)" . "3.3287645856718493" . "0.05067460238933563" . . "Madrid" . "11.1534795042898" . "23.4" . . "master image" . "50.02501250625313" . "100.0" . . "space sciences" . "3.3287645856718493" . "0.05067460238933563" . . "earth sciences" . "11.563625766334056" . "0.43228960037231445" . . "uniform resource identifier" . "4.194470924690181" . "8.8" . . "earth sciences" . "26.632741500408624" . "0.9956269264221191" . . "earth sciences" . "18.57463758996624" . "0.6943862438201904" . . "earth resources and remote sensing" . "22.1282807437931" . "0.33686426281929016" . . "Detection over Madrid" . "31.715857928964482" . "63.4" . . "Madrid" . . . "earth sciences" . "17.014721850579107" . "0.6360710263252258" . . "atmospheric sciences" . "18.57463758996624" . "0.6943862438201904" . . "astronautics" . "15.408499143145692" . "0.23456737399101257" . . "Satcen" . "26.75943270002676" . "100.0" . . "earth resources and remote sensing" . "50.727399932313034" . "0.7722356915473938" . . . "052b6563-faf1-427f-8d7a-d935b749df12" . "POLYGON( ( -3.611394871468983 40.53713623661004, -3.5125914250302666 40.53713623661004, -3.4137879785915506 40.53713623661004, -3.4137879785915506 40.40969285491932, -3.5125914250302666 40.40969285491932, -3.611394871468983 40.40969285491932, -3.611394871468983 40.53713623661004 ) )" . . "POLYGON((-3.6384382604 40.5622470252, -3.3858490478 40.5622470252, -3.3858490478 40.3847421816, -3.6384382604 40.3847421816, -3.6384382604 40.5622470252))" . "3.6384382604 40.5622470252, -3.3858490478 40.5622470252, -3.3858490478 40.3847421816, -3.6384382604 40.3847421816, -3.6384382604 40.5622470252" . . "POLYGON( ( -3.611394871468983 40.53713623661004, -3.5125914250302666 40.53713623661004, -3.4137879785915506 40.53713623661004, -3.4137879785915506 40.40969285491932, -3.5125914250302666 40.40969285491932, -3.611394871468983 40.40969285491932, -3.611394871468983 40.53713623661004 ) )" . " -3.611394871468983 40.53713623661004, -3.5125914250302666 40.53713623661004, -3.4137879785915506 40.53713623661004, -3.4137879785915506 40.40969285491932, -3.5125914250302666 40.40969285491932, -3.611394871468983 40.40969285491932, -3.611394871468983 40.53713623661004 )" . . . "f7c4ac2b-4bff-4cda-a8bd-0adbecb8ec5b" . "POLYGON((-3.6384382604 40.5622470252, -3.3858490478 40.5622470252, -3.3858490478 40.3847421816, -3.6384382604 40.3847421816, -3.6384382604 40.5622470252))" . . . . . . . . "http://ever-est.eu/value#My Library" . . . "2018-06-15T10:34:14.883+02:00" . . . . . . . . . . "34078"^^ . "https://api.rohub.org/api/ros/f8fafb66-4349-4d35-a695-0db97605e324/crate/download/" . . . "2018-06-15 08:34:14.883000+00:00" . "2026-03-13 11:12:45.114837+00:00" . "2018-06-15 08:34:14.883000+00:00" . "Change Detection over Madrid" . "application/ld+json" . . . . . . "https://w3id.org/ro-id/f8fafb66-4349-4d35-a695-0db97605e324" . . "Change Detection Data Centric" . "Land Monitoring Community" . "Anca Popescu" . "Land Monitoring" . . "S1A_IW_GRDH_1SDV_20170621T061751_20170621T061816_017128_01C8E4_C27D" . . . "https://w3id.org/ro-id/ed89b499-cfdd-493e-b500-6f36f5e5de99" . "https://w3id.org/ro-id/0652f9bd-81de-42eb-8daa-4b724f3071e4" . "https://w3id.org/ro-id/239269d5-8c2e-4fcb-94e1-8f003de1e29f" . "https://w3id.org/ro-id/2f9149eb-fddc-42b0-ace5-7c85b541a3c1" . "https://w3id.org/ro-id/39c3b9b7-d554-4308-9291-e9c839c43672" . "https://w3id.org/ro-id/587c5d9a-d04a-4be4-98d2-3731dd5e21f4" . "https://w3id.org/ro-id/6997971f-e66c-4d97-9473-9889b5d01f52" . "https://w3id.org/ro-id/b44b1fa0-c24b-458b-b12b-fbf78aa98e8a" . "https://w3id.org/ro-id/d28716d6-f454-4a98-874f-c40b15647f28" . "https://w3id.org/ro-id/0b1963f2-41f2-455a-afbe-794fc72c20ab" . "https://w3id.org/ro-id/4fea5553-862d-4c2f-ae3f-90c0b675d62f" . "https://w3id.org/ro-id/60520abf-e1e6-47a7-b8e8-b17c8ac56589" . "https://w3id.org/ro-id/8926be31-7116-4a47-9a7b-a5fc267d99c9" . "https://w3id.org/ro-id/95c87c9b-0c85-4538-9b99-6b305c0540ed" . "https://w3id.org/ro-id/d025c635-bcd8-4247-9b87-09c653a5a706" . "https://w3id.org/ro-id/d4c7540a-4c4f-4c89-b7b2-e3dbfbd54d03" . "https://w3id.org/ro-id/d827f8ea-0aa7-4ff8-aca4-00e2992f9f01" . "https://w3id.org/ro-id/efdda067-3cf9-40f2-8d8a-0677e9400296" . "https://w3id.org/ro-id/f14485e6-c910-4389-b5e3-9734144f99f5" . "https://w3id.org/ro-id/1d0f6338-3ad3-4da6-bc28-c247719d2f19" . "https://w3id.org/ro-id/33b65018-3060-4b9d-a673-ae5b3d15316f" . "https://w3id.org/ro-id/4ba9afe6-02c9-45b5-84d4-40e7cdf56d53" . "https://w3id.org/ro-id/5b198d04-bf45-48f1-8a20-a9d01b6ef6f7" . "https://w3id.org/ro-id/726d2ba2-d301-4cf4-b8fc-b01c7468f78d" . "https://w3id.org/ro-id/739ecca1-f140-4997-b989-3ed085a56902" . "https://w3id.org/ro-id/f5c3d0f4-2e20-4d6a-bab6-ce5bd83a5367" . "https://w3id.org/ro-id/0916974f-3abb-428b-b23d-2f84f464d59a" . "https://w3id.org/ro-id/3b7b78c3-6f50-405e-b6e4-eed50582e591" . "https://w3id.org/ro-id/410e8145-d425-4479-ad14-8158e1e00a8a" . "https://w3id.org/ro-id/45e3e5b8-9d85-4cb0-b3c2-be58aae39c50" . "https://w3id.org/ro-id/49276a3e-7ed7-4fa9-9a2e-fddad7ba4bd3" . "https://w3id.org/ro-id/a8bba517-d2a2-40a0-8b6f-5aa7539bdaf4" . "https://w3id.org/ro-id/c8e682e3-3074-452f-932b-421475d84b6f" . "https://w3id.org/ro-id/e066ae93-85f5-4e78-aeea-90f10bee922d" . "https://w3id.org/ro-id/f2fae24e-8399-4f86-bccd-46aa47425dba" . "https://w3id.org/ro-id/f77bc238-32d3-4534-bfed-3b4e2a377c13" . "https://w3id.org/ro-id/0efa7763-8e6e-4506-8649-e841fd1742e3" . "https://w3id.org/ro-id/35aab066-7142-45bd-9816-df855fd2ea64" . "https://w3id.org/ro-id/b4cca1f7-e903-4d46-ba98-6265edbb0654" . "https://w3id.org/ro-id/e26db525-e083-4ebb-b031-805926c5b236" . "https://w3id.org/ro-id/4423743a-0a26-46ec-9d0d-d73bd415a117" . "https://w3id.org/ro-id/5de19391-22a4-4047-83d5-8f7873ed9894" . "https://w3id.org/ro-id/6db3021f-1f6b-433f-b3bb-603bf79bd6f7" . "https://w3id.org/ro-id/78164962-b18f-47a3-b993-f27d73bd32e2" . "https://w3id.org/ro-id/80526dac-95f1-4327-982c-3650a0f5329b" . "https://w3id.org/ro-id/8a96e877-a037-4c08-935f-ffaadb1c45f9" . "https://w3id.org/ro-id/a8b8731d-ee4a-4be9-ae77-148ffc9fe995" . "EU SatCen. \"Change Detection Data Centric.\" ROHub. Jun 15 ,2018. https://w3id.org/ro-id/f8fafb66-4349-4d35-a695-0db97605e324." . . . "setup" . . . . . "components" . . . . . "datasets" . . . "produced" . . . "web services" . . . . . . "inputs" . . . . . . "results" . . . . . "biblio" . . . "main" . . . "scripts" . . . . . . "workflows" . . . "nested" . . . "used" . . . "software" . . . . . . . "config" . . . . . "0"^^ . "https://api.rohub.org/api/resources/0dfaa382-a57d-4f1b-b160-2aed85cb2b36/download/" . . "2018-05-10 08:21:25.852000+00:00" . "2022-03-25 15:09:55.345849+00:00" . ".txt" . . "definition.txt" . "2018-05-10 08:21:25.852000+00:00" . . . . "4"^^ . "https://api.rohub.org/api/resources/549abf24-05cc-4ad6-a9f4-1d276eaf0dde/download/" . . "2018-05-10 08:19:07.994000+00:00" . "2022-03-25 15:09:57.149262+00:00" . ".txt" . . "workflow.txt" . "2018-05-10 08:19:07.994000+00:00" . . . "ggg" . . "143"^^ . "https://api.rohub.org/api/resources/5c385343-84f6-4709-8095-e4a2a699cc5f/download/" . . "2018-05-10 08:09:44.546000+00:00" . "2022-03-25 15:09:50.104320+00:00" . ".txt" . . "Input-Master.txt" . "2018-05-10 08:09:44.546000+00:00" . . . . . "11"^^ . "https://api.rohub.org/api/resources/7d4f074b-cc46-4cad-9b31-79d72d8a1fef/download/" . . "2018-05-10 10:50:29.452000+00:00" . "2022-03-25 15:09:52.004094+00:00" . ".txt" . . "Copyright.txt" . "2018-05-10 10:50:29.452000+00:00" . . . . . "service-account-enrichment" . . "service-account-generation-service" . . "Elisa Trasatti" . . "LOADING" . . "M. Polcari" . . . "mathematics" . . "deformation velocity vector" . . "Riccardo Lanari" . . "phase pattern" . . "Institute of Electrical and Electronics Engineers" . . "physics" . . "decorrelation phenomena" . . "velocity" . . "component" . . "deformations" . . "phase signal" . . "pixel" . . "signal" . . "subsets" . . "results" . . "phase artifact" . . "Baseline" . . "norm" . . "episode" . . "phase" . . "Italy" . . "Section" . . "technique" . . "1992-2010" . . "displacement" . "9.29705215419501" . "8.2" . . "Colli Albani" . 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"Research Object" . "raster" . "satellite data" . "velocity" . "aeronautics" . "ground velocity" . "property of JAXA" . "raster file" . "raw data property" . "test demo" . "Find more on processing and results in the related paper: 'Upward Magma Migration within the Multi-level Plumbing System of the Changbaishan Volcano (China/North Korea) Revealed by the Modeling of 2018-2020 SAR Data' by E. Trasatti, C. Tolomei, L. Wei, G. Ventura." . "This Research Object contains the raster file of the mean ground velocity at the Changbaishan Volcano (China/North Korea) from ALOS-2 satellite data during 2018-2020." . "test DEMO." . "during 2018-2020" . "aerospace engineering" . "school systems" . "Interior" . "China" . "Japan" . "North Korea" . "Trasatti, Elisa. \"test DEMO.\" ROHub. May 12 ,2022. https://doi.org/10.24424/0x0k-6772." . . . . "data" . . . . "biblio" . . . "raw data" . . . . . "metadata" . . . . . "10222"^^ . 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"Data Cube Product ID: S5P_OFFL_L2__SO2____20190301T233508_20190302T011638_07159_01_010105_20190308T083340_PRODUCT_sulfurdioxide_total_vertical_column_4326.tif Feature ID: 628e3d90a8a689c5035c5329" . "2022-06-28 18:47:19.342044+00:00" . "S5P_OFFL_L2__SO2____20190301T233508_20190302T011638_07159_01_010105_20190308T083340_PRODUCT_sulfurdioxide_total_vertical_column_4326.tif" . "https://w3id.org/ro-id/3a5459f8-8145-4062-b51b-86e7edfb8208/annotations/3b2a30cc-ae88-4045-8d2a-91996907ff5c/628e3d90a8a689c5035c5329/coverage" . "https://w3id.org/ro-id/3a5459f8-8145-4062-b51b-86e7edfb8208/annotations/3b2a30cc-ae88-4045-8d2a-91996907ff5c/628e3d90a8a689c5035c5329/temporal" . "TROPOMI" . "S5P" . "L2" . . . . . . . . "55406151"^^ . "https://api.rohub.org/api/ros/3a5459f8-8145-4062-b51b-86e7edfb8208/crate/download/" . . "2022-06-28 18:46:58.536426+00:00" . "2025-10-18 11:32:10.096137+00:00" . "2022-06-28 18:46:58.536426+00:00" . "Sentinel-5P: SO2 total column (OFFL) - time range: 2022-06-26T19:57:45Z/2018-11-28T12:46:38Z - min/max Value: -10/60 - DataType: Float32 - Resolution: 0 -" . "application/ld+json" . . . . . . . . . . . . . . . . "https://w3id.org/ro-id/3a5459f8-8145-4062-b51b-86e7edfb8208" . . "How to create a Research Object using adamapi and rohub api - 28.06.22a" . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Palma, Raul. \"How to create a Research Object using adamapi and rohub api - 28.06.22a.\" ROHub. Jun 28 ,2022. https://w3id.org/ro-id/3a5459f8-8145-4062-b51b-86e7edfb8208." . . . "tools" . . . . . . . . . . . . . . . . "data" . . . . "raw data" . . . "metadata" . . . . . "98599"^^ . "https://api.rohub.org/api/resources/14349e56-1829-41de-b721-f66467217b00/download/" . . "2022-07-11 08:35:48.879483+00:00" . "2022-07-11 08:35:54.725674+00:00" . "desc" . "application/pdf" . . "res-new2" . "2022-07-11 08:35:48.879483+00:00" . . . . "3995950"^^ . "https://api.rohub.org/api/resources/23d1da17-c362-4cc6-984b-97e7564b5902/download/" . . "2022-07-06 14:41:34.377702+00:00" . "2022-07-06 14:41:38.979078+00:00" . "desc8" . "application/pdf" . . "res8" . "2022-07-06 14:41:34.377702+00:00" . . . . . "884558"^^ . "https://api.rohub.org/api/resources/4fda69d6-1b50-4c96-a1e4-7b6bf06ab12e/download/" . . "2022-07-11 08:34:14.057431+00:00" . "2022-07-11 08:34:21.923033+00:00" . "description1" . "image/png" . . "res-new1" . "2022-07-11 08:34:14.057431+00:00" . . . . . "2949626"^^ . "https://api.rohub.org/api/resources/50fa27ec-f07f-4eb5-86d7-225bff89ae86/download/" . . "2022-07-06 14:34:34.528035+00:00" . "2022-07-06 14:34:39.254099+00:00" . "desc3" . "application/pdf" . . "res3" . "2022-07-06 14:34:34.528035+00:00" . . . . . "1490272"^^ . "https://api.rohub.org/api/resources/52aa7ec0-cb2d-4e7a-a178-ae42b9a26c9a/download/" . . "2022-07-06 14:29:31.444767+00:00" . "2022-07-06 14:29:36.329683+00:00" . "desc" . "application/pdf" . . "resx-title" . "2022-07-06 14:29:31.444767+00:00" . . . . "439045"^^ . "https://api.rohub.org/api/resources/87653312-15fe-4cb8-8e50-e08e357ddc11/download/" . . "2022-07-06 14:39:59.233484+00:00" . "2022-07-06 14:40:04.479965+00:00" . "desc6" . "application/pdf" . . "res6" . "2022-07-06 14:39:59.233484+00:00" . . . . "74929"^^ . "https://api.rohub.org/api/resources/92cce42c-4aea-40fa-9487-e725fed07d27/download/" . . "2022-07-06 14:39:02.119007+00:00" . "2022-07-06 14:39:06.449582+00:00" . "desc5" . "application/json" . . "res5" . "2022-07-06 14:39:02.119007+00:00" . . . . "133508"^^ . "https://api.rohub.org/api/resources/9c9b17a3-2f4f-42a7-aafc-9e27ad9cd362/download/" . . "2022-07-06 14:40:59.356130+00:00" . "2022-07-06 14:41:05.005548+00:00" . "desc7" . "application/pdf" . . "res7" . "2022-07-06 14:40:59.356130+00:00" . . . . . "2286908"^^ . "https://api.rohub.org/api/resources/9f67e243-3af0-4233-98a1-474c59c8799e/download/" . . "2022-07-06 14:32:11.189177+00:00" . "2022-07-06 14:32:16.726685+00:00" . "desc2" . "application/pdf" . . "res2" . "2022-07-06 14:32:11.189177+00:00" . . . . . "825126"^^ . "https://api.rohub.org/api/resources/bbbdd03e-f69a-4aa5-9d39-84ad633ae821/download/" . . "2022-07-06 14:37:00.365389+00:00" . "2022-07-06 14:37:05.897069+00:00" . "desc3" . "application/pdf" . . "res4" . "2022-07-06 14:37:00.365389+00:00" . . . . . "43791839"^^ . "https://api.rohub.org/api/resources/e9c09afd-6f02-4de4-9165-9c6ae5b2c2a3/download/" . . "2022-07-11 08:38:16.698689+00:00" . "2022-07-11 08:38:24.464397+00:00" . "desc" . "application/pdf" . . "res-new3" . "2022-07-11 08:38:16.698689+00:00" . . . . . "ci" . "2.288135593220339" . "5.4" . . "Madrid" . . . "iridium" . "3.4422198805760456" . "9.8" . . "A scien fic or computa onal workflow is the descrip on of the sequence of processing steps they use for a par cular data processing task their data analysis pipeline." . "5.1063829787234045" . "10.8" . . "maximum" . "4.214963119072708" . "12.0" . . "scrip" . "2.1426062521952933" . "6.1" . . "data" . "7.11864406779661" . "16.8" . . "earth sciences" . "24.605547838852317" . "0.7781310677528381" . . "linguistics" . "18.316831683168317" . "14.799999999999999" . . "workflow" . "5.690200210748156" . "16.2" . . "environmental sciences" . "22.02377407201785" . "0.6964845061302185" . . "scop" . "2.4152542372881354" . "5.7" . . "column" . "5.169491525423729" . "12.2" . . "user datum" . "2.63724434876211" . "4.9" . . "researcher" . "3.0508474576271185" . "7.2" . . "Science and technology" . "Science and technology" . . "computer" . "3.020723568668774" . "8.6" . . "Pompy Logatherm WLW" . "6.864406779661017" . "16.2" . . "Rock and roll music" . "Arts, culture and entertainment/Arts and entertainment/Music/Musical style/Rock and roll music" . . "information" . "2.247980330172111" . "6.4" . . "research" . "7.1610169491525415" . "16.9" . . "aim" . "3.301721109940288" . "9.4" . . "datum" . "3.6440677966101696" . "8.6" . . "system sterowania Logamatic EMS Plus" . "1.7761033369214208" . "3.3" . . "European Commission" . . . "Library and museum" . "Arts, culture and entertainment/Culture/Library and museum" . . "European Community" . . . "meteorology and climatology" . "43.255104527007774" . "0.5567314624786377" . . "mathematical and computer sciences" . "14.52922542616331" . "0.1870039850473404" . . "dataset" . "3.0084745762711864" . "7.1" . . "object" . "4.279661016949152" . "10.1" . . "geosciences" . "43.255104527007774" . "0.5567314624786377" . . "a. Sentinel-5P" . "7.3735199138858984" . "13.7" . . "Poetry" . "Arts, culture and entertainment/Arts and entertainment/Literature/Poetry" . . "sentinel-5 precursor" . "4.576271186440678" . "10.8" . . "value" . "7.584745762711863" . "17.9" . . "data intensive" . "2.4219590958019372" . "4.5" . . "max" . "5.338983050847458" . "12.6" . . "computer programming and software" . "14.52922542616331" . "0.1870039850473404" . . "Ir" . "3.728813559322034" . "8.8" . . "Hardware" . "Economy, business and finance/Economic sector/Computing and information technology/Hardware" . . "Wsp czynnik scop si gaj cy warto ci" . "1.93756727664155" . "3.6" . . "job market" . "2.9702970297029703" . "2.4" . . "research object" . "24.70398277717976" . "45.9" . . "workflow part" . "3.9289558665231428" . "7.3" . . "computer science" . "33.29207920792079" . "26.900000000000002" . . "max value" . "18.89128094725511" . "35.1" . . "Science and technology" . "Science and technology" . . "minim" . "2.7046013347383213" . "7.7" . . "research datum" . "1.8837459634015068" . "3.5" . . "dataset" . "6.252195293291184" . "17.8" . . "geology" . "53.37067808912983" . "1.6878056526184082" . . "dom" . "3.0084745762711864" . "7.1" . . "Arkansas" . "5.169491525423729" . "12.2" . . "value" . "6.392694063926941" . "18.2" . . "research technique" . "3.4445640473627552" . "6.4" . . "Genetics" . "Science and technology/Natural science/Biology/Genetics" . . "column" . "4.495960660344222" . "12.8" . . "document object model" . "2.669476642079382" . "7.6" . . "Wf Ever" . "2.288135593220339" . "5.4" . . "data management plan information reliance data management plan" . "2.099031216361679" . "3.9" . . "IT-computer sciences" . "Science and technology/Technology and engineering/IT-computer sciences" . . "Such data data include various large Earth Observation datasets and products, in particular from Copernicus programme, as well as other data used for the analysis/simulations, along with the resulting datasets produced by those processes." . "2.647754137115839" . "5.6" . . "metadata" . "3.090972953986653" . "8.8" . . "general" . "42.21567004682892" . "0.5433530211448669" . . "Comment: There will be two types of data such as research data and user data." . "1.5130023640661938" . "3.2" . . "Jun-28-1922" . . "Language" . "Arts, culture and entertainment/Culture/Language" . . "Klasyfikacja efektywno ci energetycznej Logatherm WLW i AR E / WLW i IR E w zestawie z regulatorem Logamatic HMC ." . "6.997635933806147" . "14.8" . . "data utility" . "1.7761033369214208" . "3.3" . . "general (general)" . "42.21567004682892" . "0.5433530211448669" . . "total column" . "2.7448869752421956" . "5.1" . . "Interior" . . . "oceanography" . "24.605547838852317" . "0.7781310677528381" . . "OGC EO dataset metadata GeoJSON" . "2.47578040904198" . "4.6" . . "earth sciences" . "53.37067808912983" . "1.6878056526184082" . . "system" . "3.4070951879171054" . "9.7" . . "software" . "18.81188118811881" . "15.2" . . "datum" . "5.690200210748156" . "16.2" . . "Ir nadaje si" . "1.7761033369214208" . "3.3" . . "research" . "6.498068141903759" . "18.5" . . "data" . "9.167544783983141" . "26.099999999999998" . . "AR Logatherm WLW" . "3.9289558665231428" . "7.3" . . "Workflows and Digital Libraries Making a workflow part of the research record is a way of capturing the methods used in a piece of research it makes it easier to interpret the results, and helps repeat and reproduce it." . "5.4373522458628845" . "11.5" . . "SO2" . "5.805084745762712" . "13.7" . . "workflow" . "5.889830508474576" . "13.9" . . "researcher" . "2.9504741833508956" . "8.4" . . "Pompy Logatherm WLW i AR / WLW i IR wykorzystuj powietrze do zapewnienia d ugotrwa ego komfortu w zakresie ogrzewania i ciep ej wody u ytkowej." . "7.1867612293144205" . "15.2" . . "scien fic workflow" . "3.7674919268030136" . "7.0" . . "Arkansas" . . . "computa onal workflow" . "3.1216361679224973" . "5.8" . . "Arkansas" . "4.8823322795925534" . "13.9" . . "database" . "26.60891089108911" . "21.5" . . "Workflows the New Rock and Roll Research in many disciplines is increasingly data intensive, and researchers are using computa onal techniques to manipulate and analyse the data." . "11.725768321513002" . "24.8" . . "How to create a Research Object using adamapi and rohub api - 28.06.22a. Sentinel-5P: SO2 total column (OFFL) - time range: 2022-06-26T19:57:45Z/2018-11-28T12:46:38Z - min/max Value: -10/60 - DataType: Float32 - Resolution: 0 -" . "47.28132387706856" . "100.0" . . "sampleor specimen data" . "1.8299246501614639" . "3.4" . . "environmental science and management" . "22.02377407201785" . "0.6964845061302185" . . "Wherewas user data is concerned with data collected by the RELIANCE services such as ROhub services which collects user data." . "1.8439716312056738" . "3.9" . . "Jeden system do wszystkich zastosowa Niezale nie od tego czy budujesz nowy dom, modernizujesz stary, czy tylko wymieniasz tradycyjn instalacj grzewcz nasza nowa wielofunkcyjna pompa ciep a Logatherm WLW i AR / WLW i IR nadaje si do dom w jednorodzinnych i niewielkich budynk w wielorodzinnych, a tak e budowy nowych i rozbudowy istniej cych system w grzewczych." . "10.260047281323876" . "21.7" . . "Kangar" . . . "Securities" . "Economy, business and finance/Market and exchange/Securities" . . "Raul Palma" . . "service-account-enrichment" . . "" . "Applied sciences" . . . . . . . . "5429"^^ . "https://api.rohub.org/api/ros/1be0f190-6a64-4696-89ba-3509748d84fa/crate/download/" . . "2022-07-18 13:07:15.313202+00:00" . "2025-10-18 11:31:44.980651+00:00" . "2022-07-18 13:07:15.313202+00:00" . "The goal is to generate automatically a RO from a DMP using RDA DMP Common Standard for Machine-actionable DMP." . "application/ld+json" . . . . . "https://w3id.org/ro-id/1be0f190-6a64-4696-89ba-3509748d84fa" . . "Data Management Plan using RDA DMP Common Standard for Machine-actionable DMP" . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . "Anne Foilloux. \"Data Management Plan using RDA DMP Common Standard for Machine-actionable DMP.\" ROHub. Jul 18 ,2022. https://w3id.org/ro-id/1be0f190-6a64-4696-89ba-3509748d84fa." . . . "data" . . . "raw data" . . . "biblio" . . . "metadata" . . . . . . . "data management" . "22.174840085287848" . "10.4" . . "Machine-actionable DMP" . "25.154004106776178" . "24.5" . . "earth sciences" . "100.0" . "0.5071393251419067" . . "goal" . "20.25586353944563" . "9.5" . . "plan" . "9.814612868047982" . "9.0" . . "mathematical and computer sciences" . "100.0" . "0.8756278157234192" . . "DMP Common Standard" . "5.236139630390142" . "5.1" . . "standard" . "10.021321961620469" . "4.7" . . "Language" . "Arts, culture and entertainment/Culture/Language" . . "computer operations and hardware" . "100.0" . "0.8756278157234192" . . "Ro from a DMP" . "4.928131416837782" . "4.8" . . "Ro" . "26.865671641791046" . "12.6" . . "goal" . "10.032715376226825" . "9.2" . . "RDA DMP" . "28.644763860369608" . "27.9" . . "plan" . "20.68230277185501" . "9.7" . . "RDA" . "19.73827699018539" . "18.1" . . "data management plan" . "36.03696098562628" . "35.1" . . "geophysics" . "100.0" . "0.5071393251419067" . . "The goal is to generate automatically a RO from a DMP using RDA DMP Common Standard for Machine-actionable DMP." . "53.35335335335335" . "53.3" . . "Ro" . "14.394765539803707" . "13.2" . . "Data Management Plan using RDA DMP Common Standard for Machine-actionable DMP." . "46.646646646646644" . "46.6" . . "Machine" . "22.57360959651036" . "20.7" . . "data management" . "11.995637949836423" . "11.0" . . "Common Standard" . "11.450381679389313" . "10.5" . . "Anne Fouilloux" . . "service-account-enrichment" . . "" . "Applied sciences" . . . . . . . . "2459"^^ . "https://api.rohub.org/api/ros/095cd4b8-7027-4b97-bf9d-511fc5351d6d/crate/download/" . . "2022-07-22 08:45:34.245892+00:00" . "2025-10-18 11:24:46.077488+00:00" . "2022-07-22 08:45:34.245892+00:00" . "Data on beach litter" . "application/ld+json" . "https://w3id.org/ro-id/095cd4b8-7027-4b97-bf9d-511fc5351d6d" . . "Marine litter" . "MANUAL" . . . . . . . . . . . . . . "Bocci, Martina. \"Marine litter.\" ROHub. Jul 22 ,2022. https://w3id.org/ro-id/095cd4b8-7027-4b97-bf9d-511fc5351d6d." . . . . . "life sciences (general)" . "100.0" . "0.7818937301635742" . . "marine litter" . "39.0992835209826" . "38.2" . . "Data on beach litter" . "61.56156156156156" . "61.5" . . "life sciences" . "100.0" . "0.7818937301635742" . . "information" . "51.42857142857143" . "30.6" . . "Marine litter." . "38.43843843843844" . "38.4" . . "litter" . "48.57142857142857" . "28.9" . . "data" . "31.934493346980553" . "31.2" . . "beach litter" . "6.506506506506506" . "6.5" . . "earth sciences" . "100.0" . "0.8758946061134338" . . "litter" . "28.96622313203685" . "28.3" . . "oceanography" . "100.0" . "0.8758946061134338" . . "data on beach litter" . "93.49349349349349" . "93.4" . . "Martina Bocci" . . "service-account-enrichment" . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Applied sciences" . . "giorgio.castellan@bo.ismar.cnr.it" . "Giorgio Castellan" . "0000-0001-6084-1504" . . "federica.foglini@ismar.cnr.it" . "Federica Foglini" . "0000-0002-2736-0052" . . "POLYGON ((12.275848388671875 45.37080033235662, 12.275848388671875 45.52238536664779, 12.547760009765627 45.52238536664779, 12.547760009765627 45.37080033235662, 12.275848388671875 45.37080033235662))" . "12.275848388671875 45.37080033235662, 12.275848388671875 45.52238536664779, 12.547760009765627 45.52238536664779, 12.547760009765627 45.37080033235662, 12.275848388671875 45.37080033235662" . . . "3ea7aee0-5ba2-4809-af66-347c88b9e95e" . "POLYGON ((12.275848388671875 45.37080033235662, 12.275848388671875 45.52238536664779, 12.547760009765627 45.52238536664779, 12.547760009765627 45.37080033235662, 12.275848388671875 45.37080033235662))" . . . . . . . . . . . . . "33575282"^^ . "https://api.rohub.org/api/ros/b3dd84e2-9a82-4364-a030-7b8a4269744d/crate/download/" . . . . . "2022-11-11 11:40:47.634012+00:00" . "2025-10-18 10:59:29.019769+00:00" . "2022-11-11 11:40:47.634012+00:00" . "The RO focuses on the monitoring of the stranded and floating marco-litter pollution in the World Heritage Site of the Venice lagoon. The data also consider the covid-19 lockdown period." . "application/ld+json" . . . . . . . . . . . . "https://w3id.org/ro-id/b3dd84e2-9a82-4364-a030-7b8a4269744d" . "Marine Litter" . "Pollution" . "macro and microplastics contaminants" . . "Marine Litter Pollution Monitoring in the WHS of Venice and its lagoon" . . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Davide Poletto, paolo franceschetti, Manuel Scarpa, Teresa Cecchi, Federica Foglini, and Giorgio Castellan. \"Marine Litter Pollution Monitoring in the WHS of Venice and its lagoon.\" ROHub. Nov 11 ,2022. https://w3id.org/ro-id/b3dd84e2-9a82-4364-a030-7b8a4269744d." . . . "POLYGON ((12.275848388671875 45.37080033235662, 12.275848388671875 45.52238536664779, 12.547760009765627 45.52238536664779, 12.547760009765627 45.37080033235662, 12.275848388671875 45.37080033235662))" . . . . . . . . "data" . . . "biblio" . . . "metadata" . . . "raw data" . . . . . "1628248"^^ . "https://api.rohub.org/api/resources/0a6fc07f-e7d3-4617-8023-e341ec6a02fb/download/" . . "2022-11-23 16:50:18.377731+00:00" . "2022-11-23 16:50:22.257611+00:00" . "Map of the itinerary" . "image/png" . "itinerary" . . "Marine Litter itinerary Legambiente 2016" . "2022-11-23 16:50:18.377731+00:00" . . . . . "1880693"^^ . "https://api.rohub.org/api/resources/29b67dc6-a820-4d28-b615-8d9a70bd4b19/download/" . . "2022-11-23 11:03:14.260829+00:00" . "2022-11-23 11:03:15.607284+00:00" . "image/png" . . "Carel Chioggia Clean-up_76 002.png" . "2022-11-23 11:03:14.260829+00:00" . . . . . "757590"^^ . "https://api.rohub.org/api/resources/488ab8f9-3af6-4838-83e5-e7576b76af12/download/" . . "2022-11-23 14:18:37.248981+00:00" . "2022-11-23 16:56:27.945059+00:00" . "Marine litter data collected by Legambiente in the lagoon of Venice - year 2016" . "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" . "Marine Litter" . . "Floating ML data Legambiente 2016" . "2022-11-23 14:18:37.248981+00:00" . . . . . "2326292"^^ . "https://api.rohub.org/api/resources/5234568d-8d9c-4add-9682-a7632b6307f7/download/" . . "2022-11-23 11:02:58.866142+00:00" . "2022-11-23 11:03:00.988043+00:00" . "image/png" . . "Carel Chioggia Clean-up_75 002.png" . "2022-11-23 11:02:58.866142+00:00" . . . . . "21521898"^^ . "https://api.rohub.org/api/resources/5d1adedf-6a03-40e9-866c-aeec4c705944/download/" . . "2022-11-23 14:13:54.524426+00:00" . "2022-11-23 16:55:51.251093+00:00" . "Marine litter data collected by Venice Lagoon Plastic Free in the lagoon of Venice - year 2020" . "image/tiff" . . "Marine Litter itinerary VLPF 2020" . "2022-11-23 14:13:54.524426+00:00" . . . . . "1895716"^^ . "https://api.rohub.org/api/resources/7c4b805a-9253-430b-9a68-4ded383daef1/download/" . . "2022-11-23 11:23:35.529943+00:00" . "2022-11-23 11:23:36.885522+00:00" . "image/png" . . "WWF x VLPF Cleanup April 22_17 002.png" . "2022-11-23 11:23:35.529943+00:00" . . . . . "25293"^^ . "https://api.rohub.org/api/resources/7e81b980-c241-485b-aa83-1ce1e721b2c9/download/" . . "2022-11-16 09:59:18.531335+00:00" . "2022-11-16 09:59:21.932175+00:00" . "Stranded litter monitoring campaign in Venice" . "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" . "Marine Litter" . . "ROs-Marine Macro litter pollution monitoring in Venice 04_2021-10_2022" . "2022-11-16 09:59:18.531335+00:00" . . . . . "1957891"^^ . "https://api.rohub.org/api/resources/a08c2624-294c-497d-a5be-0e0bba1d640f/download/" . . "2022-11-23 11:02:47.458114+00:00" . "2022-11-23 11:02:51.802628+00:00" . "image/png" . . "Carel Chioggia Clean-up_74 002.png" . "2022-11-23 11:02:47.458114+00:00" . . . . . "25801"^^ . "https://api.rohub.org/api/resources/ac63b244-1791-42d0-ae64-6b7efcb5cf13/download/" . . "2022-12-05 14:12:42.184640+00:00" . "2022-12-05 14:12:44.029936+00:00" . "This file collects the overall VLPF monitoring campaign of stranded plastics litter in the beach-islands of Venice within the 2021-2022 timeline" . "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" . . "Beach litter monitoring campaign 2021-22" . "2022-12-05 14:12:42.184640+00:00" . . . . . "2313490"^^ . "https://api.rohub.org/api/resources/d65e39b9-c0ca-4377-aead-e764bcd9976a/download/" . . "2022-11-23 11:23:24.993680+00:00" . "2022-11-23 11:23:26.723844+00:00" . "image/png" . . "WWF x VLPF Cleanup April 22_5 002.png" . "2022-11-23 11:23:24.993680+00:00" . . . . . "66482"^^ . "https://api.rohub.org/api/resources/e568c410-1758-4a26-be81-fb7ca53a6fac/download/" . . "2022-11-23 16:54:32.252778+00:00" . "2022-11-23 16:54:35.312073+00:00" . "2020 floating Marine Littere campaign in the historical city center of Venice" . "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" . . "Floating ML data VLPF 2020" . "2022-11-23 16:54:32.252778+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" . . "UNESCO World Heritage Site" . "11.764705882352942" . "10.0" . . "data" . "8.352941176470589" . "7.1" . . "Arts, culture and entertainment" . "Arts, culture and entertainment" . . "Environmental pollution" . "Environment/Environmental pollution" . . "The data also consider the covid-19 lockdown period." . "12.912912912912912" . "12.9" . . "atmospheric sciences" . "100.0" . "0.9923840165138245" . . "litter" . "5.764705882352942" . "4.9" . . "Language" . "Arts, culture and entertainment/Culture/Language" . . "Venice" . "18.10918774966711" . "13.6" . . "The RO focuses on the monitoring of the stranded and floating marco-litter pollution in the World Heritage Site of the Venice lagoon." . "50.85085085085085" . "50.8" . . "space sciences (general)" . "100.0" . "0.6279668807983398" . . "space sciences" . "100.0" . "0.6279668807983398" . . "monitoring" . "5.999999999999999" . "5.1" . . "marco-litter pollution" . "23.375262054507335" . "22.3" . . "marine litter pollution" . "11.740041928721173" . "11.2" . . "Venice" . . . "Ro" . "8.705882352941176" . "7.4" . . "data" . "9.587217043941413" . "7.2" . . "pollution" . "19.04127829560586" . "14.3" . . "lockdown" . "13.581890812250332" . "10.2" . . "Monument and heritage site" . "Arts, culture and entertainment/Culture/Monument and heritage site" . . "earth sciences" . "100.0" . "0.9923840165138245" . . "lagoon" . "16.11185086551265" . "12.1" . . "Venice lagoon" . "35.53459119496855" . "33.9" . . "UNESCO World Heritage Site" . "13.315579227696405" . "10.0" . . "hydrography" . "100.0" . "4.1" . . "pollution" . "17.058823529411764" . "14.5" . . "Ro" . "10.252996005326233" . "7.7" . . "lockdown period" . "20.230607966457022" . "19.3" . . "lagoon" . "14.352941176470589" . "12.2" . . "lockdown" . "11.529411764705884" . "9.8" . . "whs of Venice" . "9.11949685534591" . "8.7" . . "Venice" . "16.470588235294116" . "14.0" . . "Marine Litter Pollution Monitoring in the WHS of Venice and its lagoon." . "36.23623623623624" . "36.2" . . . . . "https://www.sciencedirect.com/science/article/abs/pii/S0048969721020210" . . "2022-12-04 15:24:36.666143+00:00" . "2022-12-04 15:24:37.592719+00:00" . "The UNESCO World Heritage site “Venice and its Lagoon”, is one of the top tourist destinations in the world. Since there is a dearth in the literature regarding microplastic leachable compounds and overtourism-related pollutants, the project studied the Head Space-Solid Phase Micro Extraction-Gas Chromatography-Mass Spectrometry (HS-SPME-GC–MS) molecular fingerprint of volatile lagoon water pollutants, to gain insight into the extent of this phenomenon in August 2019. The chromatographic analyses enabled the identification of 40 analytes related to the presence of polymers in seawater, water traffic, and tourists habits. In Italy, on the 10th March 2020, the lockdown restrictions were enforced to control the spread of the SARS-CoV-2 infection; the ordinary urban water traffic around Venice came to a halt, and the ever-growing presence of tourists suddenly ceased. This situation provided a unique opportunity to analyze the environmental effects of restrictions on VOCs load in the Lagoon. 17 contaminants became not detectable after the lockdown period. The statistical analysis indicated that the amounts of many other contaminants significantly dropped. The presence of 9 analytes was not statistically influenced by the lockdown restrictions, probably because of their stronger persistence or continuous input in the environment from diverse sources. Results signify a sharp and encouraging pollution decrease at the molecular level, concomitant with the anthropogenic stress release." . "macro marine litter monitoring outputs" . . "Analysis of volatile organic compounds in Venice lagoon water reveals COVID-19 lockdown impact on microplastics and mass tourism-related pollutants" . "2022-12-04 15:24:36.666143+00:00" . . "d.poletto@plasticfreevenice.org" . "Davide Poletto" . . "Davide Poletto" . . . "info@isdigroup.com" . "ISDI group" . . "ISDI Group" . "manuelscarpa75@gmail.com" . "Manuel Scarpa" . . "Venice lagoon plastic free" . "p.franceschetti@plasticfreevenice.org" . "paolo franceschetti" . . . "segreteria@plasticfreevenice.org" . "Venice Lagoon Plastic Free" . . "service-account-enrichment" . . "teresacecchi@tiscali.it" . "Teresa Cecchi" . . "" . "Applied sciences" . . "" . "Social sciences" . . "" . "Cultural geography" . . "" . "Regional geography" . . "12.32638548128307" . "45.436044651757186" . "POINT (12.32638548128307 45.436044651757186)" . . . "2ab100ec-a6e8-4aa6-86fd-08dcf3ecd66f" . "POINT (12.32638548128307 45.436044651757186)" . . . . . . . . . . . . "170673"^^ . "https://api.rohub.org/api/ros/2f126bfc-d4fb-4d72-914f-bfd121b0cf35/crate/download/" . . . "2022-11-22 19:08:00.583184+00:00" . "2025-10-18 10:59:05.929705+00:00" . "2022-11-22 19:08:00.583184+00:00" . "This dataset represents the monthly level of tourism arrivals and overnight-stays in Venice city centre, Italy." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/2f126bfc-d4fb-4d72-914f-bfd121b0cf35" . "Overtourism" . "Tourism Flows" . "Tourism" . "Venice" . . "Dataset" . "Tourism Overnight-stays in Venice Pre and Post Covid19" . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Bertocchi, Dario, and Lisa ZECCHIN. \"Tourism Overnight-stays in Venice Pre and Post Covid19.\" ROHub. Nov 22 ,2022. https://w3id.org/ro-id/2f126bfc-d4fb-4d72-914f-bfd121b0cf35." . . . "POINT (12.32638548128307 45.436044651757186)" . . . . "data" . . . "raw data" . . . "biblio" . . . "metadata" . . . . . "147710"^^ . "https://api.rohub.org/api/resources/12ab161c-6a2f-49ad-bdd9-10f19b229635/download/" . . "2022-11-22 19:17:04.445500+00:00" . "2022-11-22 19:17:05.342120+00:00" . "image/jpeg" . . "Venice.jpg" . "2022-11-22 19:17:04.445500+00:00" . . . . . "14784"^^ . "https://api.rohub.org/api/resources/4c5e8340-5b09-45b8-bbc3-38f3209a4e9b/download/" . . "2022-11-22 19:19:21.210425+00:00" . "2022-11-22 19:20:51.482833+00:00" . "Tourism Arrivals and overnight-stays in Venice - monthly level 2017-2021" . "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" . "Tourism" . "Venice" . . "Tourism flows in Venice" . "2022-11-22 19:19:21.210425+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" . . "monthly level" . "0.20040080160320642" . "0.2" . . "dataset" . "13.800424628450106" . "13.0" . . "monthly level of tourism arrival" . "0.5010020040080161" . "0.5" . . "Post Covid19" . "11.57112526539278" . "10.9" . . "Tourism and leisure" . "Economy, business and finance/Economic sector/Tourism and leisure" . . "general (general)" . "100.0" . "0.6069987416267395" . . "level of tourism arrival" . "4.809619238476954" . "4.8" . . "IT-computer sciences" . "Science and technology/Technology and engineering/IT-computer sciences" . . "general" . "100.0" . "0.6069987416267395" . . "reaching" . "5.07343124165554" . "3.8" . . "Venice" . "20.026702269692922" . "15.0" . . "This dataset represents the monthly level of tourism arrivals and overnight-stays in Venice city centre, Italy." . "58.65865865865865" . "58.6" . . "Venice" . . . "tourism" . "22.39915074309979" . "21.1" . . "Tourism Overnight-stays in Venice Pre and Post Covid19." . "41.34134134134134" . "41.3" . . "Italy" . "11.67728237791932" . "11.0" . . "atmospheric sciences" . "100.0" . "0.468875527381897" . . "Italy" . "14.686248331108143" . "11.0" . . "Italy" . . . "represent the monthly level" . . "city centre" . "16.02136181575434" . "12.0" . . "Venice" . "15.817409766454352" . "14.9" . . "earth sciences" . "100.0" . "0.468875527381897" . . "tourism" . "27.770360480640853" . "20.8" . . "city centre" . "12.738853503184712" . "12.0" . . "tourism arrival" . "94.48897795591182" . "94.3" . . "dataset" . "16.421895861148197" . "12.3" . . "Pre" . "11.995753715498939" . "11.3" . . "Tourism" . "Lifestyle and leisure/Leisure/Travel/Tourism" . . . "dario.bertocchi@uniud.it" . "Dario Bertocchi" . . "dill@postacert.uniud.it" . "Università degli Studi di Udine" . . "lisa.zecchin@unive.it" . "Lisa ZECCHIN" . . "service-account-enrichment" . . "" . "Applied sciences" . . "" . "Earth observation" . . . . . "https://doi.org/10.5281/zenodo.7413790" . . "2022-12-09 08:44:30.232146+00:00" . "2022-12-09 08:44:48.523770+00:00" . "There is one zip file and its name is the month (01 for January to 12 for December) ending with '.zip' and the zip file contains zipped Comma Separated Values (CSV) files; one per day. The CSV zipped files are named with the following convention: ais_YYYYMMDD.zip where YYYY is the year (here 2020), MM the month (01 to 12) and DD the day (01 to 31 depending on the month). For instance, ais_20200101.zip contains one single CSV file called ais_20200101.csv that corresponds to the 1st January 2020. Follow the link to get the description of the content of the CSV file." . "AIS" . . "AIS data prepared by Statsat AS for January 2020" . "2022-12-09 08:44:30.232146+00:00" . . . . . "https://doi.org/10.5281/zenodo.7415523" . . "2022-12-09 13:10:31.490480+00:00" . "2022-12-09 13:11:34.416361+00:00" . "There is one zip file and its name is the month (01 for January to 12 for December) ending with '.zip' and the zip file contains zipped Comma Separated Values (CSV) files; one per day. The CSV zipped files are named with the following convention: ais_YYYYMMDD.zip where YYYY is the year (here 2020), MM the month (01 to 12) and DD the day (01 to 31 depending on the month). For instance, ais_20200101.zip contains one single CSV file called ais_20200101.csv that corresponds to the 1st January 2020. Follow the link to get the description of the content of the CSV file." . . "AIS data prepared by Statsat AS for February 2020" . "2022-12-09 13:10:31.490480+00:00" . . . . . "https://doi.org/10.5281/zenodo.7415565" . . "2022-12-09 13:13:01.537799+00:00" . "2022-12-09 13:13:15.608629+00:00" . "There is one zip file and its name is the month (01 for January to 12 for December) ending with '.zip' and the zip file contains zipped Comma Separated Values (CSV) files; one per day. The CSV zipped files are named with the following convention: ais_YYYYMMDD.zip where YYYY is the year (here 2020), MM the month (01 to 12) and DD the day (01 to 31 depending on the month). For instance, ais_20200101.zip contains one single CSV file called ais_20200101.csv that corresponds to the 1st January 2020. Follow the link to get the description of the content of the CSV file." . "AIS" . . "AIS data prepared by Statsat AS for March 2020" . "2022-12-09 13:13:01.537799+00:00" . . . . . "https://doi.org/10.5281/zenodo.7415613" . . "2022-12-09 13:14:19.140292+00:00" . "2022-12-09 13:14:36.495847+00:00" . "There is one zip file and its name is the month (01 for January to 12 for December) ending with '.zip' and the zip file contains zipped Comma Separated Values (CSV) files; one per day. The CSV zipped files are named with the following convention: ais_YYYYMMDD.zip where YYYY is the year (here 2020), MM the month (01 to 12) and DD the day (01 to 31 depending on the month). For instance, ais_20200101.zip contains one single CSV file called ais_20200101.csv that corresponds to the 1st January 2020. Follow the link to get the description of the content of the CSV file." . . "AIS data prepared by Statsat AS for April 2020" . "2022-12-09 13:14:19.140292+00:00" . . . . . "https://doi.org/10.5281/zenodo.7415840" . . "2022-12-09 13:15:45.986616+00:00" . "2022-12-09 13:16:04.964630+00:00" . "There is one zip file and its name is the month (01 for January to 12 for December) ending with '.zip' and the zip file contains zipped Comma Separated Values (CSV) files; one per day. The CSV zipped files are named with the following convention: ais_YYYYMMDD.zip where YYYY is the year (here 2020), MM the month (01 to 12) and DD the day (01 to 31 depending on the month). For instance, ais_20200101.zip contains one single CSV file called ais_20200101.csv that corresponds to the 1st January 2020. Follow the link to get the description of the content of the CSV file." . "AIS" . . "AIS data prepared by Statsat AS for May 2020" . "2022-12-09 13:15:45.986616+00:00" . . . . . "https://doi.org/10.5281/zenodo.7415948" . . "2022-12-09 13:17:02.112594+00:00" . "2022-12-09 13:18:21.412111+00:00" . "There is one zip file and its name is the month (01 for January to 12 for December) ending with '.zip' and the zip file contains zipped Comma Separated Values (CSV) files; one per day. The CSV zipped files are named with the following convention: ais_YYYYMMDD.zip where YYYY is the year (here 2020), MM the month (01 to 12) and DD the day (01 to 31 depending on the month). For instance, ais_20200101.zip contains one single CSV file called ais_20200101.csv that corresponds to the 1st January 2020. Follow the link to get the description of the content of the CSV file." . . "AIS data prepared by Statsat AS for June 2020" . "2022-12-09 13:17:02.112594+00:00" . . . . . "https://doi.org/10.5281/zenodo.7416056" . . "2022-12-09 13:18:04.670277+00:00" . "2022-12-09 13:35:38.264200+00:00" . "There is one zip file and its name is the month (01 for January to 12 for December) ending with '.zip' and the zip file contains zipped Comma Separated Values (CSV) files; one per day. The CSV zipped files are named with the following convention: ais_YYYYMMDD.zip where YYYY is the year (here 2020), MM the month (01 to 12) and DD the day (01 to 31 depending on the month). For instance, ais_20200101.zip contains one single CSV file called ais_20200101.csv that corresponds to the 1st January 2020. Follow the link to get the description of the content of the CSV file." . . "AIS data prepared by Statsat AS for July 2020" . "2022-12-09 13:18:04.670277+00:00" . . . . . "https://doi.org/10.5281/zenodo.7416092" . . "2022-12-09 13:23:05.481849+00:00" . "2022-12-09 13:35:18.583323+00:00" . "There is one zip file and its name is the month (01 for January to 12 for December) ending with '.zip' and the zip file contains zipped Comma Separated Values (CSV) files; one per day. The CSV zipped files are named with the following convention: ais_YYYYMMDD.zip where YYYY is the year (here 2020), MM the month (01 to 12) and DD the day (01 to 31 depending on the month). For instance, ais_20200101.zip contains one single CSV file called ais_20200101.csv that corresponds to the 1st January 2020. Follow the link to get the description of the content of the CSV file." . "AIS" . . "AIS data prepared by Statsat AS for August 2020" . "2022-12-09 13:23:05.481849+00:00" . . . . . "https://doi.org/10.5281/zenodo.7416098" . . "2022-12-09 13:37:13.532003+00:00" . "2022-12-09 13:37:53.422886+00:00" . "There is one zip file and its name is the month (01 for January to 12 for December) ending with '.zip' and the zip file contains zipped Comma Separated Values (CSV) files; one per day. The CSV zipped files are named with the following convention: ais_YYYYMMDD.zip where YYYY is the year (here 2020), MM the month (01 to 12) and DD the day (01 to 31 depending on the month). For instance, ais_20200101.zip contains one single CSV file called ais_20200101.csv that corresponds" . "AIS" . . "AIS data prepared by Statsat AS for September 2020" . "2022-12-09 13:37:13.532003+00:00" . . . . . "https://doi.org/10.5281/zenodo.7416100" . . "2022-12-09 13:38:57.730553+00:00" . "2022-12-09 13:39:24.193261+00:00" . "There is one zip file and its name is the month (01 for January to 12 for December) ending with '.zip' and the zip file contains zipped Comma Separated Values (CSV) files; one per day. The CSV zipped files are named with the following convention: ais_YYYYMMDD.zip where YYYY is the year (here 2020), MM the month (01 to 12) and DD the day (01 to 31 depending on the month). For instance, ais_20200101.zip contains one single CSV file called ais_20200101.csv that corresponds to the 1st January 2020. Follow the link to get the description of the content of the CSV file." . . "AIS data prepared by Statsat AS for October 2020" . "2022-12-09 13:38:57.730553+00:00" . . . . . "https://doi.org/10.5281/zenodo.7416110" . . "2022-12-09 13:40:39.906484+00:00" . "2022-12-09 13:41:20.070877+00:00" . "There is one zip file and its name is the month (01 for January to 12 for December) ending with '.zip' and the zip file contains zipped Comma Separated Values (CSV) files; one per day. The CSV zipped files are named with the following convention: ais_YYYYMMDD.zip where YYYY is the year (here 2020), MM the month (01 to 12) and DD the day (01 to 31 depending on the month). For instance, ais_20200101.zip contains one single CSV file called ais_20200101.csv that corresponds to the 1st January 2020. Follow the link to get the description of the content of the CSV file." . "AIS" . . "AIS data prepared by Statsat AS for November 2020" . "2022-12-09 13:40:39.906484+00:00" . . . . . "https://doi.org/10.5281/zenodo.7416118" . . "2022-12-09 13:32:38.512157+00:00" . "2022-12-09 13:34:44.654847+00:00" . "There is one zip file and its name is the month (01 for January to 12 for December) ending with '.zip' and the zip file contains zipped Comma Separated Values (CSV) files; one per day. The CSV zipped files are named with the following convention: ais_YYYYMMDD.zip where YYYY is the year (here 2020), MM the month (01 to 12) and DD the day (01 to 31 depending on the month). For instance, ais_20200101.zip contains one single CSV file called ais_20200101.csv that corresponds to the 1st January 2020. Follow the link to get the description of the content of the CSV file." . "AIS" . . "AIS data prepared by Statsat AS for December 2020" . "2022-12-09 13:32:38.512157+00:00" . . . . . "https://doi.org/10.5281/zenodo.7418694" . . "2022-12-09 14:38:54.357665+00:00" . "2022-12-09 14:42:12.930004+00:00" . "AIS raw data (ASCII) provided by Statsat AS in the context of the T-SAR project (IKTPLUSS programme on reducing digital vulnerabilities, 10 MNOK from the Research Council of Norway, Norway). The file contains AIS messages. The documentation is also provided in this archive. \n\n\nThe file is a NMEA text file. This file has not been used for training the deep learning method (T-SAR project). Decoded, it may not correspond exactly to what is in the data folder." . "AIS" . . "AIS raw data covering 2020 (nmea format)" . "2022-12-09 14:38:54.357665+00:00" . . . . . "https://drive.google.com/drive/folders/1gtlJ8WmYpC-O7b0YBQKWzMUTRFRuJy5S?usp=sharing" . . "2023-01-03 08:12:48.873333+00:00" . "2023-01-03 08:12:53.807507+00:00" . "Link to google drive folder containing input data (csv format) used for detection of anomalies with AIS satellite data." . "datasets" . . "Statsat-zip (private google drive)" . "2023-01-03 08:12:48.873333+00:00" . . "Simula Research Laboratory" . "annef@simula.no" . "Anne Fouilloux" . "0000-0002-1784-2920" . . . "post@simula.no" . "00vn06n10" . "Simula Research Laboratory" . . "The main objective of Simula is to create knowledge about fundamental scientific challenges that are of genuine value for society." . "post@simula.no" . "Simula" . "https://www.simula.no" . . . "56900f0c-4f7e-4321-918e-221d655b73c8" . "POLYGON ((-170.62501430511477 -80.79816944840414, -170.62501430511477 85.15119983948293, 192.89061069488528 85.15119983948293, 192.89061069488528 -80.79816944840414, -170.62501430511477 -80.79816944840414))" . . "POLYGON ((-170.62501430511477 -80.79816944840414, -170.62501430511477 85.15119983948293, 192.89061069488528 85.15119983948293, 192.89061069488528 -80.79816944840414, -170.62501430511477 -80.79816944840414))" . "-170.62501430511477 -80.79816944840414, -170.62501430511477 85.15119983948293, 192.89061069488528 85.15119983948293, 192.89061069488528 -80.79816944840414, -170.62501430511477 -80.79816944840414" . . . . . . . . . . "507021"^^ . "https://api.rohub.org/api/ros/d5d3a3ed-7bc1-40b9-b2cd-0496f599d0fe/crate/download/" . . . . "2022-12-09 08:34:30.338885+00:00" . "2025-10-18 10:48:39.155333+00:00" . "2022-12-09 08:34:30.338885+00:00" . "AIS data prepared and provided by Statsat AS (Norway) in the framework of the T-SAR project (IKTPLUSS programme on reducing digital vulnerabilities, 10 MNOK from the Research Council of Norway, Norway).\nThe dataset contains AIS data (satellite + other) on a global coverage for 2020. There is one zip file and its name is the month (01 for January to 12 for December)  ending with '.zip' and the zip file contains zipped Comma Separated Values (CSV) files; one per day.\n\nThe CSV zipped files are named with the following convention: ais_YYYYMMDD.zip where YYYY is the year (here 2020), MM the month (01 to 12) and DD the day (01 to 31 depending on the month). For instance, ais_20200101.zip contains one single CSV file called ais_20200101.csv that corresponds to the 1st January 2020.\nThe csv files have one header line:\nmmsi;lon;lat;date_time_utc;sog;cog;true_heading;nav_status;rot;message_nr;source\nwhere: mmsi (integer): MMSI number of the vessel (AIS identifier). All records belonging to the same vessel will have the same identifier;\nlon (float): Geographical longitude (WGS84) between -180 to 180;\nlat (float): Geographical latitude (WGS84) between -90 to 90;\ndate_time_utc (datetime): Date and Time (in UTC) when position was recorded by AIS. It is represented as: YYYY-MM-DD HH:MM:SS (for instance 2020-01-01 00:00:00);\nsog (float): Speed over ground (knots);\ncog (float): Course over ground (degrees);\ntrue_heading (integer): Heading (degrees) of the vessel's hull. A value of 511 indicates there is no heading data;\nnav_status (integer): Navigation status according to AIS Specification;\nrot (integer): rate of turn;\nmessage_nr (integer): message number;\nsource (integer): source is the source of AIS data ('g' for ground or 's' for satellite);\n\nOne row in the CSV file corresponds to one message." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/d5d3a3ed-7bc1-40b9-b2cd-0496f599d0fe" . "AIS" . "NorSat" . "Vessel" . "ship" . "surveillance" . . "Dataset" . "AIS 2020 data prepared for the T-SAR project by Statsat AS" . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Pierre Bernabé, Anne Fouilloux, and Dusica Marijan. \"AIS 2020 data prepared for the T-SAR project by Statsat AS.\" ROHub. Dec 09 ,2022. https://w3id.org/ro-id/d5d3a3ed-7bc1-40b9-b2cd-0496f599d0fe." . . . "POLYGON ((-170.62501430511477 -80.79816944840414, -170.62501430511477 85.15119983948293, 192.89061069488528 85.15119983948293, 192.89061069488528 -80.79816944840414, -170.62501430511477 -80.79816944840414))" . . . . "raw data" . . . . . "metadata" . . . . "biblio" . . . . . . . . . . . . . . . "data" . . . . "452439"^^ . "https://api.rohub.org/api/resources/211a9b8f-569a-452b-a2e5-a4c23c784a45/download/" . . "2023-01-17 14:37:47.220088+00:00" . "2023-01-17 14:37:48.377642+00:00" . "image/png" . . "AIS-satellite-surveillance.png" . "2023-01-17 14:37:47.220088+00:00" . . . . . "1984"^^ . "https://api.rohub.org/api/resources/32057316-113a-48de-bede-927c605d3e58/download/" . . "2022-12-12 08:42:15.989000+00:00" . "2022-12-12 08:42:20.938998+00:00" . "This document explains where to find input data on Simula's computing resources (EX3)" . "text/plain" . "EX3" . . "Input data information for usage at Simula Research Laboratory (EX3)" . "2022-12-12 08:42:15.989000+00:00" . . . . . . . . . . . "Jan-1-2020 00:00:00" . . "student" . "7.154605263157894" . "8.7" . . "file" . "13.487584650112865" . "23.900000000000002" . . "geosciences" . "100.0" . "0.6201595067977905" . . "32 Oct-24 17:41" . . "AIS" . "10.608552631578949" . "12.9" . . "Oct-31-1924 17:56" . . "computer science" . "87.53246753246755" . "33.7" . . "Students" . "Education/Teaching and learning/Students" . . "The dataset contains AIS data (satellite + other) on a global coverage for 2020." . "13.86748844375963" . "18.0" . . "Oct-31-1924 17:55" . . "zip file" . "4.853273137697516" . "8.6" . . "INT" . "2.4830699774266365" . "4.4" . . "difficulty" . "2.878103837471783" . "5.1" . . "heading data" . "5.279698302954117" . "8.4" . . "Oct-24 17:44" . . "raw data" . "10.197368421052632" . "12.4" . . "dataset" . "5.427631578947369" . "6.6" . . "information" . "2.765237020316027" . "4.9" . . "PhD student" . "27.718416090509116" . "44.1" . . ".zip" . "6.167763157894737" . "7.5" . . "Oct-31-1924 17:51" . . "month" . "2.0316027088036117" . "3.6" . . "32 Oct-24 17:48" . . "data" . "16.139954853273135" . "28.6" . . "Oct-24 17:56" . . "New set of data was provided (zipped csv)" . "9.861325115562403" . "12.8" . . "32 Oct-24 17:45" . . "32 Oct-24 17:58" . . "Oct-24 17:52" . . "earth resources and remote sensing" . "100.0" . "0.6201595067977905" . . "set of data" . "7.479572595851666" . "11.9" . . "data" . "21.957236842105264" . "26.7" . . "comma separated values" . "6.743421052631579" . "8.2" . . "geology" . "55.360552794702386" . "0.7127519845962524" . . "the Jan-1-2020" . . "Oct-24 17:49" . . "comma separated values" . "5.417607223476297" . "9.6" . . "raw data" . "6.772009029345372" . "12.0" . . "Oct-24 17:54" . . "There is one zip file and its name is the month (01 for January to 12 for December)  ending with '.zip' and the zip file contains zipped Comma Separated Values (CSV) files; one per day." . "9.09090909090909" . "11.8" . . "software" . "12.467532467532468" . "4.8" . . "Geography" . "Science and technology/Social sciences/Geography" . . "Norway" . "2.765237020316027" . "4.9" . . "Oct-24 17:43" . . "Oct-30-24 17:46" . . "original raw data" . "3.016970458830924" . "4.8" . . "earth sciences" . "44.639447205297614" . "0.5747206807136536" . . "folder" . "2.9345372460496613" . "5.2" . . "file" . "14.226973684210527" . "17.3" . . "Oct-24 17:42" . . "student" . "5.079006772009029" . "9.0" . . "32 Oct-24 17:49" . . "atmospheric sciences" . "44.639447205297614" . "0.5747206807136536" . . "PhD" . "7.8125" . "9.5" . . "Data used by the PhD student was provided to me as zipped csv files:\n- one folder per month\n- in each folder, one file per day\n- file is zipped csv" . "17.103235747303543" . "22.2" . . "csv file" . "12.69641734758014" . "20.2" . . "AIS identifier" . "7.416719044626022" . "11.8" . . "Doctor of Philosophy" . "5.079006772009029" . "9.0" . . "32 Oct-24 17:53" . . "earth sciences" . "55.360552794702386" . "0.7127519845962524" . . "Oct-24 17:47" . . "year of data" . "3.3312382149591455" . "5.3" . . "ID number" . "2.821670428893905" . "5.0" . . "AIS data" . "17.15901948460088" . "27.3" . . "2020" . . "dataset" . "4.514672686230248" . "8.0" . . "T-SAR" . "3.536184210526316" . "4.3" . . "AIS 2020 data prepared for the T-SAR project by Statsat AS. AIS data prepared and provided by Statsat AS (Norway) in the framework of the T-SAR project (IKTPLUSS programme on reducing digital vulnerabilities, 10 MNOK from the Research Council of Norway, Norway)" . "16.101694915254235" . "20.9" . . "zipped comma separated values" . "9.490886235072281" . "15.1" . . "identifier" . "1.8623024830699773" . "3.3" . . "Oct-24 17:57" . . "zip format" . "3.7810383747178324" . "6.7" . . "Schutzstaffel" . . . "Oct-24 17:58" . . "CSV file" . "6.411062225015713" . "10.2" . . "artificial immune system" . "8.521444695259593" . "15.1" . . "Norway" . . . ".zip" . "3.9503386004514667" . "7.0" . . "Oct-31-1924 17:50" . . "zip file" . "6.167763157894737" . "7.5" . . "The original raw data was not used (no code provided to read) because PhD student had too much difficulties with raw data." . "33.97534668721109" . "44.1" . . . . . "https://www.nmea.org" . . "2022-12-09 14:28:47.664937+00:00" . "2023-03-18 16:44:36.652468+00:00" . "The National Marine Electronics Association, is a worldwide, member based trade organization revolving around marine electronics interface standards, marine electronics installer training, and its annual marine electronics conference & expo. The NMEA and its members are committed to enhancing the technology and safety of marine electronics through installer training and interface standards. NMEA members promote professionalism within the marine electronics industry. NMEA installer trainings and certifications are recognized by many major electronics manufacturers for installation, support and warranty." . "AIS" . . "National Marine Electronics Association website" . "2022-12-09 14:28:47.664937+00:00" . . "Anne Fouilloux" . . "Simula Research Laboratory" . "dusica@simula.no" . "Dusica Marijan" . . "Simula Research Laboratory" . "pierbernabe@simula.no" . "Pierre Bernabé" . . "service-account-enrichment" . . "" . "Applied sciences" . . . . . "https://doi.org/10.5061/dryad.5qg30sd" . . "2023-03-18 15:48:46.831143+00:00" . "2025-10-14 08:32:33.717964+00:00" . "Estimating impacts of offshore windfarm construction on marine mammals requires data on displacement in relation to different noise levels and sources. Using echolocation detectors and noise recorders, we investigated harbour porpoise behavioural responses to piling noise during the 10-month foundation installation of a North Sea windfarm. Current UK guidance assumes total displacement within 26 km of pile driving. In contrast, we recorded a 50 % probability of response within 7.4 km (95 % CI = 5.7 – 9.4) at the first location piled, decreasing to 1.3 km (95 % CI = 0.2 – 2.8) by the final location; representing 28 % (95 % CI = 21 – 35) and 18 % (95 % CI = 13 – 23) displacement of individuals within 26 km. Distance proved as good a predictor of responses as audiogram weighted received levels, presenting a more practicable variable for environmental assessments. Critically, acoustic deterrent device (ADD) use and vessel activity increased response levels. Policy and management to minimise impacts of renewables on cetaceans have concentrated on pile-driving noise. Our results highlight the need to consider trade-offs between efforts to reduce far-field behavioural disturbance and near-field injury through ADD use." . . "Data from: Harbour porpoise responses to pile-driving diminish over time" . "2023-03-18 15:48:46.831143+00:00" . . . . . "https://doi.org/10.5281/zenodo.3754481" . . "2023-03-18 15:45:43.141299+00:00" . "2023-03-18 15:46:52.776393+00:00" . "The schema of the dataset is provided below:\n\n· t: the time at which the message was received (UTC)\n\n· shipid: the anonymized id of the ship\n\n· lon: the longitude of the current ship position\n\n· lat: the latitude of the current ship position\n\n· heading: (see: https://en.wikipedia.org/wiki/Course_(navigation))\n\n· course: the direction in which the ship moves (see: https://en.wikipedia.org/wiki/Course_(navigation))\n\n· speed: the speed of the ship (measured in knots)\n\n· shiptype: AIS reported ship-type\n\n· destination: AIS reported destination" . . "Single Ground Based AIS Receiver Vessel Tracking Dataset" . "2023-03-18 15:45:43.141299+00:00" . . . . . "https://doi.org/10.5281/zenodo.5718284" . . "2023-03-18 15:41:41.912053+00:00" . "2023-03-18 15:43:25.836869+00:00" . "Environmental and AIS data collected during the second phase of EUMR TNA experiments using the CMRE LOON testbed. Environmental data consists of temperature measured across the water column; sound velocity measured close to the surface and close to the sea bottom; meteorological data at the surface (i.e., pressure, temperature, wind speed and direction, humidity and rain). The environmental dataset is complemented with Automatic Identification System (AIS) data for the ships transiting close to the LOON area (Gulf of La Spezia, Italy)." . . "Environmental and AIS data collected during the EUMarineRobots Trans-National Access activities experiments using the NATO STO-CMRE Littoral Ocean Observatory Network testbed (Release 2)" . "2023-03-18 15:41:41.912053+00:00" . . . . . "https://doi.org/10.5281/zenodo.6323416" . . "2023-03-18 15:53:28.368823+00:00" . "2023-03-18 15:54:45.934342+00:00" . "The advent of Big Data and streaming technologies has resulted in a swarm of voluminous, heterogeneous information, especially in the domains of Internet of Things (IoT) and transportation. Focusing on the maritime field, we present a dataset that contains vessel position information transmitted by vessels of different types and collected via the Automatic Identification System (AIS). The AIS dataset comes along with spatially and temporally correlated data about the vessels and the area of interest, including weather information. It covers a time span of over 2.5 years, from May 9th, 2017 to December 26th, 2019 and provides anonymised vessel positions within the wider area of the port of Piraeus (Greece), one of the busiest ports in Europe and worldwide. The dataset consists of over 244 million AIS records, an average of more than 10,000 records per hour, which makes it an ideal input for large-scale mobility data processing and analytics purposes." . . "The Piraeus AIS Dataset for Large-scale Maritime Data Analytics" . "2023-03-18 15:53:28.368823+00:00" . . . . . "https://doi.org/10.5281/zenodo.6402160" . . "2023-03-18 15:50:58.144079+00:00" . "2023-03-18 15:52:08.005277+00:00" . "With an ever-increasing number of vessels at sea, the modelling, analysis and visualisation of maritime traffic are of paramount importance to support the monitoring tasks of maritime stakeholders. Sensors have been developed in this respect to track vessels and capture the maritime traffic at the global scale. The Automatic Identification System (AIS) is transmitting maritime positional and nominative information at highest frequency rate, making it a valuable source for maritime traffic modelling. From an original AIS dataset covering the area of Brest, France, we extracted a set of 17 maritime routes, connecting ports in this area. Two different representations for the routes are provided: (1) clusters of AIS contacts, and (2) route prototypes, representing the nominal trajectory of the vessels following the route. Additionally, a set of tracklets (built by five consecutive AIS contacts from the same vessel trajectory) has been extracted from the set of routes and the original dataset, and labelled either with the route name to which they belong or as off-route tracklets. This dataset provides thus some ground truth on the routes followed by vessels and is aimed at testing and validating vessel-to-route or track-to-route association algorithms." . . "Maritime routes and vessel tracklet dataset for vessel-to-route association" . "2023-03-18 15:50:58.144079+00:00" . . . . . "https://en.wikipedia.org/wiki/Automatic_identification_system" . . "2023-03-18 15:36:32.417130+00:00" . "2023-03-18 15:36:33.751392+00:00" . "Definition of Automatic Identification System (AIS) given by Wikipedia." . . "Automatic Identification System (AIS) wikipedia" . "2023-03-18 15:36:32.417130+00:00" . . . . . "https://kartkatalog.geonorge.no/metadata/automatisk-identifikasjonssystem-ais-shipsposisjoner-nedlasting-12nm-fra-grunnlinja/7997fd76-83f9-4e94-bfe7-f4677a6cd787" . . "2023-03-18 16:04:04.650396+00:00" . "2023-03-18 19:40:25.709890+00:00" . "Automatic Identification System (AIS) - Ships positions - download - 12nm from baseline\n\nData set from the Norwegian Coastal Administration\n\nData can be downloaded directly from https://ais-public.kystverket.no/ais-download/ (free registration)." . . "Automatic Identification System (AIS) - Ships positions - download - 12nm from baseline" . "2023-03-18 16:04:04.650396+00:00" . . "Simula Research Laboratory" . "dokken@simula.no" . "Jørgen Schartum Dokken" . "0000-0001-6489-8858" . . "Simula Research Laboratory" . "annef@simula.no" . "Anne Fouilloux" . "0000-0002-1784-2920" . . "Simula Research Laboratory" . "roehr@simula.no" . "Thomas Roehr" . "0000-0002-7715-7052" . . . "post@simula.no" . "00vn06n10" . "Simula Research Laboratory" . . . . . . . "22052"^^ . "https://api.rohub.org/api/ros/0b1fcfe6-ab98-4df7-be19-e952de9776c6/crate/download/" . . . . . "2023-01-19 20:52:56.511892+00:00" . "2025-10-18 10:06:05.462344+00:00" . "2023-01-19 20:52:56.511892+00:00" . "This Research Object gathers information about publicly available AIS datasets." . "application/ld+json" . . . "https://w3id.org/ro-id/0b1fcfe6-ab98-4df7-be19-e952de9776c6" . "Vessel" . "ais" . "surveillance" . . "AIS public datasets" . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Fouilloux, Anne, Jørgen Schartum Dokken, and Thomas Roehr. \"AIS public datasets.\" ROHub. Jan 19 ,2023. https://w3id.org/ro-id/0b1fcfe6-ab98-4df7-be19-e952de9776c6." . . . . "biblio" . . . . . . . . . . "data" . . . . . . . . "https://w3id.org/ro-id/88fba8bd-f2f0-402e-8147-b73b71e8691a" . . "2023-01-19 20:59:22.716386+00:00" . "2023-03-18 15:39:42.998669+00:00" . "This dataset contains ships' information collected though the Automatic Identification System, integrated with a set of complementary data having spatial and temporal dimensions aligned. The dataset contains four categories of data: Navigation data, vessel-oriented data, geographic data, and environmental data. It covers a time span of six months, from October 1st, 2015 to March 31st, 2016 and provides ships positions within Celtic sea, the Channel and Bay of Biscay (France). The dataset is proposed with predefined integration and querying principles for relational databases. These rely on the widespread and free relational database management system PostgreSQL, with the adjunction of the PostGIS extension, for the treatment of all spatial features proposed in the dataset." . "AIS" . . "Heterogeneous Integrated Dataset for Maritime Intelligence, Surveillance, and Reconnaissance" . "2023-01-19 20:59:22.716386+00:00" . . "The main objective of Simula is to create knowledge about fundamental scientific challenges that are of genuine value for society." . "post@simula.no" . "Simula" . "https://www.simula.no" . . "Research Object" . "17.203219315895375" . "17.1" . . "artificial immune system" . "40.745192307692314" . "33.9" . . "AIS dataset" . "59.118236472945895" . "59.0" . . "dataset" . "50.24038461538462" . "41.8" . . "information" . "7.444668008048289" . "7.4" . . "public dataset" . "5.410821643286574" . "5.4" . . "AIS public datasets." . "32.53253253253253" . "32.5" . . "dataset" . "42.354124748490946" . "42.1" . . "This Research Object gathers information about publicly available AIS datasets." . "67.46746746746747" . "67.4" . . "mathematical and computer sciences" . "100.0" . "0.4841751158237457" . . "Hardware" . "Economy, business and finance/Economic sector/Computing and information technology/Hardware" . . "information" . "9.014423076923078" . "7.5" . . "gather information" . "2.80561122244489" . "2.8" . . "AIS public dataset" . "27.45490981963928" . "27.4" . . "available AIS dataset" . "5.210420841683367" . "5.2" . . "other earth sciences" . "100.0" . "0.46449342370033264" . . "earth sciences" . "100.0" . "0.46449342370033264" . . "computer operations and hardware" . "100.0" . "0.4841751158237457" . . "AIS" . "32.99798792756538" . "32.8" . . "service-account-enrichment" . . "" . "Applied sciences" . . . . . "http://gismarcloud.myqnapcloud.com:8080/share.cgi?ssid=a52d73f5f2fb42b38e0064e936c1718a" . . "2023-02-14 15:36:15.032982+00:00" . "2023-02-14 15:36:34.354936+00:00" . . "Microplastic assesment" . "2023-02-14 15:36:15.032982+00:00" . . . . . "http://libeccio.bo.ismar.cnr.it:8080/geonetwork/srv/ita/catalog.search#/search?resultType=manager&sortBy=relevance&any=Maelstrom&from=1&to=20" . . "2023-02-13 14:36:17.112558+00:00" . "2023-02-13 14:36:45.015925+00:00" . . "Description of microplastic metadata" . "2023-02-13 14:36:17.112558+00:00" . . . . "08fb9a65-3505-47ad-949f-f91e853689f1" . "POINT (12.53219609381631 45.43427794991445)" . . "12.53219609381631" . "45.43427794991445" . "POINT (12.53219609381631 45.43427794991445)" . . "12.309050560215837" . "45.425182522859224" . "POINT (12.309050560215837 45.425182522859224)" . . . "e159320e-c127-413b-b768-1ae43db58920" . "POINT (12.309050560215837 45.425182522859224)" . . . . . "10.24424/cyxa-2645" . "2024-02-14 14:15:15.142704+00:00" . . . . "True" . . . . . . . . . . "247986"^^ . "https://api.rohub.org/api/ros/9df7b289-2ac1-4c50-aa42-184df24dcafa/crate/download/" . . "2023-02-10 14:40:56.036090+00:00" . "2025-10-18 10:05:01.209888+00:00" . "2023-02-10 14:40:56.036090+00:00" . "Marine litter, in particular plastics, is a significant and growing marine contaminant that has become a global problem. Macro-litter is subject to fragmentation and degradation due to physical, chemical and biological processes, leading to the formation of micro-litter, the so-called microplastics. The purpose of this research is to evaluate the concentrations of microplastics in different environmental matrices: water, sediment and biota (i.e. mussels and fish) and to contribute to the European project MAELSTROM (Smart technology for MArinE Litter SusTainable RemOval and Management). The aim is to monitor the presence of micro-litter at two sites of the Venice coastal area: an abandoned mussel farm at sea and a lagoon site near the artificial Island of Sacca Fisola; both sites are subject to strong anthropogenic pressure. The results showed that both study areas are characterised by the presence of microplastics in all the analysed matrices and in both sites. Generally, higher microplastics concentrations were found in the Lagoon site (i.e. in surface waters, mussels and fish). Moreover, some differences were also observed in shapes and colours comparing the two sites. These differences are related to the different types of macro-litter that characterised the two areas. The distribution of marine litter is therefore related to the main anthropogenic activities of the two areas such as fishery, aquaculture, tourism and waste management." . "application/ld+json" . . . . "https://w3id.org/ro-id/9df7b289-2ac1-4c50-aa42-184df24dcafa" . "Adriatic sea" . "Manta" . "Microplastics" . "Venice Lagoon" . . "Research Object" . "MAELSTROM: 2022 February Microplastics assessment" . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Antonio Petrizzo" . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Susanna Mesghez, ANTONIO PETRIZZO, Fantina Madricardo, Nicoletta Nesto, Tihana Marceta, and Vanessa Moschino. \"MAELSTROM: 2022 February Microplastics assessment.\" ROHub. Feb 10 ,2023. https://doi.org/10.24424/cyxa-2645." . . . "POINT (12.53219609381631 45.43427794991445)" . . . "POINT (12.309050560215837 45.425182522859224)" . . . . . "data" . . . "biblio" . . . . . "230113"^^ . "https://api.rohub.org/api/resources/a233cca6-fba9-46af-9ea7-571a5b3fbd1f/download/" . . "2023-02-14 15:29:55.562368+00:00" . "2023-02-14 15:29:56.762339+00:00" . "image/png" . . "Sketch RoHub.png" . "2023-02-14 15:29:55.562368+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" . . "oceanography" . "100.0" . "0.9957613348960876" . . "marine litter" . "14.403292181069958" . "7.0" . . "mussel" . "6.628571428571429" . "5.8" . . "micro" . "5.257142857142856" . "4.6" . . "macro" . "9.485714285714288" . "8.3" . . "biological process" . "10.905349794238683" . "5.3" . . "macro" . "15.637860082304526" . "7.6" . . "Environmental pollution" . "Environment/Environmental pollution" . . "mussel" . "10.905349794238683" . "5.3" . . "Animal" . "Human interest/Animal" . . "Venice" . . . "Marine litter, in particular plastics, is a significant and growing marine contaminant that has become a global problem." . "40.031397174254316" . "25.5" . . "microprocessor" . "5.142857142857143" . "4.5" . . "biological process" . "6.742857142857143" . "5.9" . . "Aquaculture" . "Economy, business and finance/Economic sector/Agriculture/Aquaculture" . . "diversity" . "4.914285714285715" . "4.3" . . "earth sciences" . "100.0" . "0.9957613348960876" . . "aim" . "8.457142857142857" . "7.4" . . "car litter" . "9.485714285714288" . "8.3" . . "Generally, higher microplastics concentrations were found in the Lagoon site (i.e. in surface waters, mussels and fish). Moreover, some differences were also observed in shapes and colours comparing the two sites." . "24.33281004709576" . "15.5" . . "plastics concentration" . "37.753222836095766" . "20.5" . . "distribution" . "4.914285714285715" . "4.3" . . "types of macro-litter" . "15.101289134438304" . "8.2" . . "chemistry" . "40.67796610169491" . "2.4" . . "plastics" . "17.078189300411523" . "8.3" . . "lagoon site" . "20.626151012891345" . "11.2" . . "contaminant" . "9.82857142857143" . "8.6" . . "geophysics" . "100.0" . "0.9447683095932007" . . "litter" . "15.22633744855967" . "7.4" . . "project Maelstrom" . "12.707182320441989" . "6.9" . . "formation of micro-litter" . "13.812154696132598" . "7.5" . . "Macro-litter is subject to fragmentation and degradation due to physical, chemical and biological processes, leading to the formation of micro-litter, the so-called microplastics." . "35.63579277864992" . "22.7" . . "litter" . "7.428571428571429" . "6.5" . . "lagoon" . "6.4" . "5.6" . . "geosciences" . "100.0" . "0.9447683095932007" . . "hydrography" . "59.32203389830508" . "3.5" . . "Synthetic and plastic chemicals" . "Economy, business and finance/Economic sector/Chemicals/Synthetic and plastic chemicals" . . "Maelstrom" . "4.8" . "4.2" . . "plastics" . "10.514285714285712" . "9.2" . . "contaminant" . "15.843621399176953" . "7.7" . . "Università Ca' Foscari" . "956784@stud.unive.it" . "Susanna Mesghez" . . "antonio.petrizzo@cnr.it" . "ANTONIO PETRIZZO" . . "direttore@ismar.cnr.it" . "CNR-ISMAR" . . "CNR ISMAR" . "fantina.madricardo@ve.ismar.cnr.it" . "Fantina Madricardo" . . "CNR - ISMAR" . "nicoletta.nesto@ve.ismar.cnr.it" . "Nicoletta Nesto" . . "service-account-enrichment" . . "Taha Lahami" . . "tihana.marceta@ve.ismar.cnr.it" . "Tihana Marceta" . . "CNR ISMAR Venice" . "vanessa.moschino@ve.ismar.cnr.it" . "Vanessa Moschino" . . "" . "Earth sciences" . . . . . . "https://reliance.adamplatform.eu/?dataset=69628:EU_CAMS_SURFACE_REC_G&feature=61ad007aeb51328b642656c9" . . "2023-03-21 00:03:32.040501+00:00" . "2025-10-14 08:32:41.016422+00:00" . "CAMS" . . "Data Cube Product 20211204150000" . "2023-03-21 00:03:32.040501+00:00" . . "Online" . . . . . . "https://reliance.adamplatform.eu/?dataset=69628:EU_CAMS_SURFACE_REC_G&feature=61ad007aeb51328b642656dc" . . "2023-03-21 00:02:04.233505+00:00" . "2023-06-27 16:26:31.450751+00:00" . . "Data Cube Product 20211204160000" . "2023-03-21 00:02:04.233505+00:00" . . "Online" . . . . "10.24424/qma4-mr07" . . . "https://reliance.adamplatform.eu/?dataset=69628:EU_CAMS_SURFACE_REC_G" . . "2023-03-20 23:59:16.741374+00:00" . "2023-06-27 16:26:31.369109+00:00" . "2021-12-04T23:00:00Z" . "CAMS" . . "https://reliance.adamplatform.eu/?dataset=69628:EU_CAMS_SURFACE_REC_G" . "2023-03-20 23:59:16.741374+00:00" . "2021-06-08T00:00:00Z" . . . . "Float32" . "mailto:govoni@meeo.it" . "[6.103110017363633e-09]" . "[0.0]" . . "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" . . . "31dfa2dc-9257-4800-a66d-b2f497b8bbc8" . "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))" . "-25.000012 29.999997, 44.999988 29.999997, 44.999988 71.999997, -25.000012 71.999997, -25.000012 29.999997" . . . "57af8e5d-c16f-4729-b576-30d19f9a6cb2" . "POLYGON ((-25.000012 29.999997, 44.999988 29.999997, 44.999988 71.999997, -25.000012 71.999997, -25.000012 29.999997))" . . . "8c8e4259-6507-44b9-a7e4-3ef27cce74d7" . "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))" . "-25.000012 29.999997, 44.999988 29.999997, 44.999988 71.999997, -25.000012 71.999997, -25.000012 29.999997" . . . . . . . "665215"^^ . "https://api.rohub.org/api/ros/3939a208-64fc-4800-8b29-6a97676c7508/crate/download/" . . "2023-03-20 23:50:28.686399+00:00" . "2025-12-17 10:08:45.551373+00:00" . "2023-03-20 23:50:28.686399+00:00" . "Data cube Research Object for CAMS European air quality forecasts" . "application/ld+json" . . . . . . "https://w3id.org/ro-id/3939a208-64fc-4800-8b29-6a97676c7508" . "CAMS" . . "CAMS European air quality forecasts" . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Palma, Raul. \"CAMS European air quality forecasts.\" ROHub. Mar 20 ,2023. https://w3id.org/ro-id/3939a208-64fc-4800-8b29-6a97676c7508." . . . 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"POLYGON ((-25.000012 29.999997, 44.999988 29.999997, 44.999988 71.999997, -25.000012 71.999997, -25.000012 29.999997))" . . . . . "raw data" . . . "biblio" . . . "metadata" . . . . "data" . . . . . "640813"^^ . "https://api.rohub.org/api/resources/1c42782a-8669-4959-a5a1-72f66972615c/download/" . . "2023-03-21 00:35:58.849167+00:00" . "2023-06-27 16:32:32.650118+00:00" . "image/png" . . "Data Cube Collection - ADAM screenshot" . "2023-03-21 00:35:58.849167+00:00" . . . . . . . . "Air pollution" . "Environment/Environmental pollution/Air pollution" . . "forecast" . "27.092511013215855" . "12.3" . . "Weather" . "Weather" . . "CAMS European air quality forecasts." . "29.129129129129126" . "29.1" . . "Research Object for cam" . "0.7056451612903225" . "0.7" . . "meteorology and climatology" . "100.0" . "0.48560017347335815" . . "geosciences" . "100.0" . "0.48560017347335815" . . "cam" . "13.951120162932792" . "13.7" . . "Weather forecast" . "Weather/Weather forecast" . . "air quality forecast" . "56.149193548387096" . "55.7" . . "forecast" . "12.118126272912425" . "11.9" . . "Data cube Research Object for CAMS European air quality forecasts" . "70.87087087087086" . "70.8" . . "atmospheric sciences" . "100.0" . "0.993925154209137" . . "data cube Research Object" . "21.471774193548388" . "21.3" . . "data cube" . "14.358452138492874" . "14.1" . . "air quality" . "34.92871690427698" . "34.3" . . "Research Object" . "24.64358452138493" . "24.2" . . "air quality" . "72.90748898678413" . "33.1" . . "earth sciences" . "100.0" . "0.993925154209137" . . "data cube Research Object for cam" . "1.9153225806451613" . "1.9" . . "European air quality" . "19.758064516129036" . "19.6" . . "Raul Palma" . . "service-account-enrichment" . . "" . "Hydrology" . . "" . "Environmental research" . . "" . "Applied sciences" . . "" . "Climatology" . . "WUNDER" . "17.76061776061776" . "9.2" . . "monitoring" . "9.652509652509654" . "5.0" . . "Science and technology" . "Science and technology" . . "geosciences" . "100.0" . "0.8694591522216797" . . "agriculture" . "30.85106382978724" . "2.9" . . "extreme drought" . "10.666666666666666" . "6.4" . . "Weather phenomena" . "Weather/Weather phenomena" . . "nature system" . "14.166666666666666" . "8.5" . . "meteorology" . "54.255319148936174" . "5.1" . . "production system" . "10.424710424710426" . "5.4" . . "climate change" . "10.96774193548387" . "8.5" . . "scenario" . "4.387096774193548" . "3.4" . . "research" . "5.935483870967741" . "4.6" . . "The WUNDER project will develop an integrated modeling system for understanding the behavior of soil and vegetation during prolonged drought events." . "29.79310344827586" . "21.6" . . "WUNDER project" . "37.833333333333336" . "22.7" . . "manager" . "6.709677419354839" . "5.2" . . "soil sciences" . "100.0" . "0.9632349610328674" . . "environmental sciences" . "100.0" . "0.9632349610328674" . . "production" . "8.129032258064516" . "6.3" . . "behavior" . 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The WUNDER project will develop an integrated modeling system for understanding the behavior of soil and vegetation during prolonged drought events. The system will enable to explore scenarios and evaluate strategies for managing, planning and adapting agriculture and nature systems to extreme droughts. The project will actively engage with farmers, water managers and other decision makers and develop practical use cases for daily drought monitoring and prediction, thereby supporting climate-robust production systems and water management." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/f02dc7aa-2824-4adf-8711-16dcb28ecaa1" . "Climate robust" . "Drought" . "Netherlands" . "agriculture" . "production systems" . "watermanagement" . . "WUNDER research project" . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . 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"https://w3id.org/ro-id/b92ba176-1b66-4ccd-ab10-6bd5815a5d17" . "https://w3id.org/ro-id/c07a54ea-e182-4b4c-bd54-dba02bc7dac8" . "https://w3id.org/ro-id/c78f114e-30f4-48d3-81b8-b50ab305bdcc" . "https://w3id.org/ro-id/0e4008cc-f8f0-4667-b0f7-8d88f8e00be1" . "https://w3id.org/ro-id/310fe117-8367-4ca4-b2ec-bf88a05f5f34" . "https://w3id.org/ro-id/5c40da1c-58f1-4795-add1-596257276a1a" . "https://w3id.org/ro-id/8c101cd3-be24-4d7d-b87b-ec1152e62fb3" . "https://w3id.org/ro-id/bc49f557-72b1-47ff-9725-e195bd9b9c20" . "https://w3id.org/ro-id/30336621-dc3e-482d-b63b-11f259060da8" . "https://w3id.org/ro-id/a1fd7c1b-0998-4fac-a1cb-129aac343b9b" . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Bignami, Christian, INGV GeoSAR Laboratory, and Elisa Trasatti. \"Sentinel-1 dataset from LiCSAR over Iceland.\" ROHub. May 11 ,2023. https://w3id.org/ro-id/fb3a8b1f-7132-4c0e-80c8-33ff294808da." . . . 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"LICSAR interferograms dataset based on Sentinel-1 SAR data since 2016 over Iceland" . . "LICSAR interferograms dataset in Adam" . "2023-05-11 17:51:52.274623+00:00" . "https://w3id.org/ro-id/fb3a8b1f-7132-4c0e-80c8-33ff294808da/3daef89c-f0cf-4d92-9dc1-045ae1442625/1cc1f343-644b-47ad-b037-33e288492ae6" . "Online" . . . . . "labgeosar@ingv.it" . "INGV GeoSAR Laboratory" . . "" . "Applied sciences" . . "Istituto Nazionale di Geofisica e Vulcanologia" . "luca.merucci@ingv.it" . "Luca MERUCCI" . "0000-0001-6910-8800" . . "ocean" . "3.807390817469205" . "3.4" . . "In this research object a test to extract the plume pixel using AOT retrieval at 0.55 micron for both ocean and land is performed." . "18.31831831831832" . "18.3" . . "geosciences" . "100.0" . "0.6860049962997437" . . "partition" . "4.367301231802911" . "3.9" . . "Etna" . "https://www.wikidata.org/wiki/Q16990" . . "pixel" . "5.03919372900336" . "4.5" . . "Satellite technology" . "Economy, business and finance/Economic sector/Computing and information technology/Satellite technology" . . "Etna" . "13.406940063091481" . "8.5" . . "National Aeronautics and Space Administration" . "https://www.wikidata.org/wiki/Q23548" . . "MODIS" . "15.772870662460566" . "10.0" . . "Mountains" . "Environment/Natural resources/Land resources/Mountains" . . "atmospheric sciences" . "100.0" . "0.5951478481292725" . . "Etna" . "9.518477043673013" . "8.5" . . "National Aeronautics and Space Administration" . "18.769716088328074" . "11.9" . . "earth sciences" . "100.0" . "0.5951478481292725" . . "Etna plume segmentation using MODIS retrieval." . "34.73473473473474" . "34.7" . . "Feb-28-2021" . . "Etna plume segmentation" . "16.10810810810811" . "14.9" . . "satellite" . "11.356466876971608" . "7.2" . . "plume" . "7.3908174692049275" . "6.6" . . "terra" . "7.838745800671893" . "7.0" . . "sensor" . "13.091482649842272" . "8.3" . . "eruption of Etna" . "12.0" . "11.1" . . "National Aeronautics and Space Administration" . "12.989921612541993" . "11.6" . . "retrieval" . "11.534154535274357" . "10.3" . . "plume pixel" . "7.891891891891892" . "7.3" . . "research" . "6.9428891377379625" . "6.2" . . . "3cc83fb8-8712-4862-958a-64a8332cd1c2" . "POINT (14.993591308593752 37.73705525336632)" . . "14.993591308593752" . "37.73705525336632" . "POINT (14.993591308593752 37.73705525336632)" . . "service-account-enrichment" . . . . . . . . "593028"^^ . "https://api.rohub.org/api/ros/9a0df9ca-1970-4edf-9815-4a2f15702046/crate/download/" . . . "2023-06-05 11:09:57.449463+00:00" . "2025-03-05 00:51:33.278883+00:00" . "2023-06-05 11:09:57.449463+00:00" . "The eruption of Etna 28 February 2021 was seen by the MODIS sensor during the passage of the satellite NASA-Terra alle 09:40 UTC. \nIn this research object a test to extract the plume pixel using AOT retrieval at 0.55 micron for both ocean and land is performed." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/9a0df9ca-1970-4edf-9815-4a2f15702046" . . "Etna plume segmentation using MODIS retrieval" . "MANUAL" . "https://w3id.org/ro-id/9a0df9ca-1970-4edf-9815-4a2f15702046/7685a7a0-0d58-4366-80bc-9036f5369fc1" . "https://w3id.org/ro-id/cb78c0a3-972f-4162-8f84-65604e513145" . "https://w3id.org/ro-id/2340d9e9-56c6-42bc-bf73-cb4cb4a74ee0" . "https://w3id.org/ro-id/1382a7b2-856c-4fa8-886d-c706a6003b28" . "https://w3id.org/ro-id/07b265f2-1c9e-4a34-886d-ae5f09527db8" . "https://w3id.org/ro-id/0bcd94e5-a41f-4b79-849c-6ad946f0819a" . "https://w3id.org/ro-id/161890b8-bebc-4be5-aa2b-29b88ebeab58" . "https://w3id.org/ro-id/261c0989-1e44-4e1c-bcf5-4cdfcc3489d8" . "https://w3id.org/ro-id/544da7f4-7bd1-42cc-bb21-4d68da85ce2a" . "https://w3id.org/ro-id/6e87e897-65a4-49d3-a47b-40387a62c3cf" . "https://w3id.org/ro-id/8d6fb7e3-2d58-4d19-b785-2880a620a66a" . "https://w3id.org/ro-id/93015785-ebaf-49eb-94d5-1c8dfe174615" . "https://w3id.org/ro-id/99117f8e-9331-46f7-b5bd-b33ffcdf1908" . "https://w3id.org/ro-id/9e26ea0b-0c58-49d4-bdda-e4e266cc5afa" . "https://w3id.org/ro-id/9fcb78e5-b57b-494e-97f1-03da405a37a0" . "https://w3id.org/ro-id/ae4df87d-f749-409b-8c9a-865d8f815314" . "https://w3id.org/ro-id/bd0d5017-7f6b-4a08-9c33-afc4ba06afc4" . "https://w3id.org/ro-id/bd8d6d94-088b-4528-8aa6-95ed1827e5a1" . "https://w3id.org/ro-id/25911737-dd4a-4af9-bcfc-45acab10ed98" . "https://w3id.org/ro-id/31714453-8941-43e4-860a-7c30ebdfee36" . "https://w3id.org/ro-id/1b999346-95e0-4890-8ffc-d1ad64888260" . "https://w3id.org/ro-id/24e78d13-58b7-421b-a39d-b8cc2fe4ccd9" . "https://w3id.org/ro-id/9c03ceda-aaa1-4cc2-ba81-c6f51c4764a5" . "https://w3id.org/ro-id/b6ea3e05-ed2e-4168-8a9e-df2d5c2e6026" . "https://w3id.org/ro-id/d1970226-f9c6-4c6f-a137-85a6530d65dd" . "https://w3id.org/ro-id/2267a922-f042-40de-a3d7-32798f152a04" . "https://w3id.org/ro-id/23fe4e72-0779-44c9-b950-0e0785bf1cb5" . "https://w3id.org/ro-id/3125fa22-e031-4180-a162-f8ead692c437" . "https://w3id.org/ro-id/4360193a-931d-4bba-bb57-7ab053f6012f" . "https://w3id.org/ro-id/7a0715e5-30b3-4fd3-87c8-146c6ad9b690" . "https://w3id.org/ro-id/bffbbe94-d40c-4a88-b67b-63f1770689ea" . "https://w3id.org/ro-id/f3e4abb9-f1a6-46fb-9a69-148dd735b7f9" . "https://w3id.org/ro-id/09142028-49b9-46b1-a96d-e26348e6150c" . "https://w3id.org/ro-id/c6c75d22-23a8-4932-98d3-43a4c09ca2db" . "https://w3id.org/ro-id/38f7182e-10af-4b18-aaf0-821bcc642854" . "https://w3id.org/ro-id/88bc2796-e188-4b86-adf4-ca80a0bed2ae" . "https://w3id.org/ro-id/968fa1cf-e9ec-4fa8-95a2-2f7f8ba83662" . "https://w3id.org/ro-id/a52a78c3-0157-48a9-a6eb-36f6deaceeba" . "https://w3id.org/ro-id/e35f12d1-13bf-4d60-af04-2b0ab1c23c75" . "https://w3id.org/ro-id/07e4a9be-752e-47fb-9a7f-1f13f2b0ec20" . "https://w3id.org/ro-id/34b14943-b21c-43ed-a896-adf42a24e307" . "https://w3id.org/ro-id/cd5439d8-e2d8-48a9-83da-361014dcb3f6" . "https://w3id.org/ro-id/374d4281-d6bb-4a65-88d1-e7f526571618" . "https://w3id.org/ro-id/d7bc00db-b65e-4133-a7b7-ccaf410f866c" . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Stelitano, Dario, and Luca MERUCCI. \"Etna plume segmentation using MODIS retrieval.\" ROHub. Jun 05 ,2023. https://w3id.org/ro-id/9a0df9ca-1970-4edf-9815-4a2f15702046." . . . "POINT (14.993591308593752 37.73705525336632)" . . . "raw data" . . . "biblio" . . . "metadata" . . . . . "data" . . . . . "https://datahub.egi.eu/api/v3/onezone/shares/data/00000000007EF17F736861726547756964233635386633376136306464366439636263306433323262343164323164653766636836656363233732356634616233366362323664306662666330633132346337373565666565636865653439236362303263643363373038366639396331313065363635623935336633663364636836623762/content" . . "2023-06-05 11:16:42.168642+00:00" . "2023-06-05 11:27:50.073280+00:00" . . "Static JN with embedded output image" . "2023-06-05 11:16:42.168642+00:00" . . . . . "https://datahub.egi.eu/api/v3/onezone/shares/data/00000000007E76CE736861726547756964233661653535626535623262646230333833613535303139653362346238633664636836656363233732356634616233366362323664306662666330633132346337373565666565636865653439233030303365313462646165316637376335656636633639353639336232666163636837376132/content" . . "2023-06-05 11:19:03.184328+00:00" . "2023-06-05 11:19:04.040439+00:00" . . "MODIS pixel search and extractJupyter notebook" . "2023-06-05 11:19:03.184328+00:00" . . . . . "587903"^^ . "https://api.rohub.org/api/resources/d3d41a85-6473-4e7a-ae57-860b69f7119f/download/" . . "2023-06-05 11:12:59.686792+00:00" . "2023-06-05 11:21:57.629406+00:00" . "image/png" . . "MODIS_ROI.png" . "2023-06-05 11:12:59.686792+00:00" . . . . . "Space programme" . "Science and technology/Research/Scientific exploration/Space programme" . . "ground" . "4.143337066069429" . "3.7" . . "test" . "3.5834266517357225" . "3.2" . . "MODIS sensor" . "26.7027027027027" . "24.7" . . "sensor" . "9.182530795072788" . "8.2" . . "Oceans" . "Environment/Natural resources/Water/Oceans" . . "eruption" . "4.591265397536394" . "4.1" . . "satellite" . "9.070548712206048" . "8.1" . . "retrieval" . "16.246056782334385" . "10.3" . . "earth resources and remote sensing" . "100.0" . "0.6860049962997437" . . "astronautics" . "100.0" . "1.2" . . "The eruption of Etna 28 February 2021 was seen by the MODIS sensor during the passage of the satellite NASA-Terra alle 09:40 UTC." . "46.946946946946944" . "46.9" . . "Science and technology" . "Science and technology" . . "09:40 UTC" . . "MODIS retrieval" . "37.2972972972973" . "34.5" . . "terra" . "11.356466876971608" . "7.2" . . "INGV" . "dario.stelitano@ingv.it" . "Dario Stelitano" . . "" . "Earth observation" . . "Istituto Nazionale di Geofisica e Vulcanologia" . "elisa.trasatti@ingv.it" . "Elisa Trasatti" . "0000-0002-2983-045X" . . "christian.bignami@ingv.it" . "Christian Bignami" . "0000-0002-8632-9979" . . . . . . "https://reliance.adamplatform.eu/?dataset=87614:S1AB_interferograms_unw" . . "2023-06-12 11:09:11.380098+00:00" . "2023-06-12 11:10:19.663967+00:00" . "2022-06-14T00:00:00Z" . "SAR" . . "https://reliance.adamplatform.eu/?dataset=87614:S1AB_interferograms_unw" . "2023-06-12 11:09:11.380098+00:00" . "2014-10-19T00:00:00Z" . . . "Float32" . "mailto:mantovani@meeo.it" . "[157.0796356201172]" . "[-201.0619354248047]" . . . "00qps9a02" . "Istituto Nazionale di Geofisica e Vulcanologia" . . "geology" . "100.0" . "0.8757247924804688" . . "dataset from LiCSAR over Etna" . "2.705410821643287" . "2.7" . . "Ro" . "11.371237458193978" . "10.2" . . "Sentinel-1 dataset from LiCSAR over Etna volcano." . "30.43043043043043" . "30.4" . . "Mountains" . "Environment/Natural resources/Land resources/Mountains" . . . "012547af-a1a2-445e-a1be-ad7dd3497791" . "POLYGON ((13.815307617187502 36.94989178681327, 13.815307617187502 38.35888785866677, 16.089477539062504 38.35888785866677, 16.089477539062504 36.94989178681327, 13.815307617187502 36.94989178681327))" . . "POLYGON ((13.815307617187502 36.94989178681327, 13.815307617187502 38.35888785866677, 16.089477539062504 38.35888785866677, 16.089477539062504 36.94989178681327, 13.815307617187502 36.94989178681327))" . "13.815307617187502 36.94989178681327, 13.815307617187502 38.35888785866677, 16.089477539062504 38.35888785866677, 16.089477539062504 36.94989178681327, 13.815307617187502 36.94989178681327" . . . "63ff07eb-8aae-44a9-8c14-3e4c89b3e267" . "POLYGON ((-24.5119723 35.4378339, 17.256608 35.4378339, 17.256608 66.405028, -24.5119723 66.405028, -24.5119723 35.4378339))" . . . "c50f65c4-3548-4437-985c-c61ed3e6a297" . "POLYGON ((14.506072998046875 37.37670527881838, 14.506072998046875 37.98100996893789, 15.434417724609377 37.98100996893789, 15.434417724609377 37.37670527881838, 14.506072998046875 37.37670527881838))" . . "POLYGON ((-24.5119723 35.4378339, 17.256608 35.4378339, 17.256608 66.405028, -24.5119723 66.405028, -24.5119723 35.4378339))" . "-24.5119723 35.4378339, 17.256608 35.4378339, 17.256608 66.405028, -24.5119723 66.405028, -24.5119723 35.4378339" . . "POLYGON ((14.506072998046875 37.37670527881838, 14.506072998046875 37.98100996893789, 15.434417724609377 37.98100996893789, 15.434417724609377 37.37670527881838, 14.506072998046875 37.37670527881838))" . "14.506072998046875 37.37670527881838, 14.506072998046875 37.98100996893789, 15.434417724609377 37.98100996893789, 15.434417724609377 37.37670527881838, 14.506072998046875 37.37670527881838" . . . . . "https://w3id.org/ro-id/8b715b0d-b5bb-4d6a-9228-704ec87652f2" . . . . . "2145789"^^ . "https://api.rohub.org/api/ros/1c9bfc94-dbb9-475e-af50-601bff9f6c0c/crate/download/" . . . . "2023-06-09 13:40:14.633405+00:00" . "2025-03-05 01:21:29.439794+00:00" . "2023-06-09 13:40:14.633405+00:00" . "This RO provides the ADAM collection of the Sentinel-1 dataset over Etna volcano based on the LiCSAR catalogue." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/1c9bfc94-dbb9-475e-af50-601bff9f6c0c" . "ESA" . "InSAR" . "SAR" . "Sentinel-1" . . "Data Cube Product" . "Sentinel-1 dataset from LiCSAR over Etna volcano" . . "MANUAL" . . "https://w3id.org/ro-id/7763bf5f-0979-4c40-9655-41b38435f685" . "https://w3id.org/ro-id/24a2dfd1-acb1-42e2-b95c-227721bfd689" . "https://w3id.org/ro-id/68e024d5-caff-4412-97a5-aefcdf2ff97e" . "https://w3id.org/ro-id/83ca820c-c7a1-4e76-861d-79aa98cdded8" . "https://w3id.org/ro-id/ac8f1761-f6c5-458c-bf52-80cdc5ebb348" . "https://w3id.org/ro-id/d51f0278-6a90-4c49-9816-ec3d3ee8823f" . "https://w3id.org/ro-id/ea46e248-5bf0-4bcb-b4aa-18dec8b68d2f" . "https://w3id.org/ro-id/03742bf5-ad81-4faf-988c-e1b56811937d" . "https://w3id.org/ro-id/5a5d4885-b423-4376-837b-efab8fa5bf7d" . "https://w3id.org/ro-id/17db76d0-dbc6-4dca-930e-401555497efd" . "https://w3id.org/ro-id/28ce51b5-5a27-429e-9586-910eb4b467de" . "https://w3id.org/ro-id/a2d520f1-e210-4945-a43a-fd8a0e124ce8" . "https://w3id.org/ro-id/eb7632b9-6b2b-4731-9b4e-f6e5dfffe55f" . "https://w3id.org/ro-id/f9e74312-9816-4cc8-b720-46ff3c43aed0" . "https://w3id.org/ro-id/1643480d-0c47-4ac4-9325-727d35dda7e1" . "https://w3id.org/ro-id/3dcd6e61-8545-4ed4-9473-4932cfa9ef58" . "https://w3id.org/ro-id/4dd2e397-4c81-4c33-91f2-a971a5d0735b" . "https://w3id.org/ro-id/515582be-ee81-4f95-90d5-09c74ae5e59a" . "https://w3id.org/ro-id/53f9c250-ddb0-45d1-b015-6b70db518878" . "https://w3id.org/ro-id/631969b1-3259-4321-b905-4cb57bbf639a" . "https://w3id.org/ro-id/d4fce1e7-d6ae-44fb-9efd-5982abd92c7f" . "https://w3id.org/ro-id/3f872c4b-0473-446b-b0ee-cfda0b18770f" . "https://w3id.org/ro-id/9f481ecc-802a-4e9b-aa7f-772bf030db19" . "https://w3id.org/ro-id/0836e3c9-a94d-47a1-b297-4c075118ee71" . "https://w3id.org/ro-id/3aa84a81-01c7-4d28-a38b-ee552356073b" . "https://w3id.org/ro-id/58e088ae-3e30-46d1-ac1e-5dceb4b0a591" . "https://w3id.org/ro-id/8a953a96-bfde-440d-9ce2-cc44c9c028a9" . "https://w3id.org/ro-id/b4ac48fc-50d2-4b46-af9b-f5c642664c8e" . "https://w3id.org/ro-id/17962c0c-1928-40ed-b7f9-51387f94741c" . "https://w3id.org/ro-id/a9bd8149-c511-4eb6-b5c9-8e443a7269b3" . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Bignami, Christian, Elisa Trasatti, and INGV GeoSAR Laboratory. \"Sentinel-1 dataset from LiCSAR over Etna volcano.\" ROHub. Jun 09 ,2023. https://w3id.org/ro-id/1c9bfc94-dbb9-475e-af50-601bff9f6c0c." . . . "POLYGON ((-24.5119723 35.4378339, 17.256608 35.4378339, 17.256608 66.405028, -24.5119723 66.405028, -24.5119723 35.4378339))" . . . 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CAMS monitors and forecasts European air quality and worldwide long-range transport of pollutants." . "CAMS" . "air quality" . . "Copernicus- Air quality" . "2023-09-12 07:25:07.996127+00:00" . . "Simula Research Laboratory" . "annef@simula.no" . "Anne Fouilloux" . "0000-0002-1784-2920" . . "jeani@uio.no" . "Jean Iaquinta" . "0000-0002-8763-1643" . . . . . . "https://reliance.adamplatform.eu/?dataset=69624:EU_CAMS_SURFACE_NO_G&feature=61acffa0eb51328b64265197" . . "2023-09-27 09:48:55.471034+00:00" . "2023-09-27 09:48:58.624211+00:00" . "Nitrogen Oxide" . "CAMS" . . "CAMS Surface No" . "2023-09-27 09:48:55.471034+00:00" . . "Online" . . . . . . "https://reliance.adamplatform.eu/?dataset=69630:EU_CAMS_SURFACE_SO2_G&feature=64cbc2a1c97dc8f411d9fbe8" . . "2023-09-11 08:46:27.967031+00:00" . "2023-09-26 08:22:35.382855+00:00" . "Sulphur dioxide (SO2) from Copernicus Atmosphere Monitoring Service" . "SO2" . . "CAMS Surface SO2" . "2023-09-11 08:46:27.967031+00:00" . . . . . "Online" . . . "post@simula.no" . "00vn06n10" . "Simula Research Laboratory" . . . "01xtthb56" . "University of Oslo" . . . "10.13039/501100000780::101017501" . "REsearch LIfecycle mAnagemeNt for Earth Science Communities and CopErnicus users in EOSC" . "REsearch LIfecycle mAnagemeNt for Earth Science Communities and CopErnicus users in EOSC" . . . "19943f05-b786-49a5-956c-83ee4018ff5c" . "POLYGON ((-5.185546875000001 35.7928652277101, -5.185546875000001 36.325747502046006, -2.2192382812500004 36.325747502046006, -2.2192382812500004 35.7928652277101, -5.185546875000001 35.7928652277101))" . . "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" . . 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"1304843"^^ . "https://api.rohub.org/api/ros/075e9430-5949-4a09-8622-d20916994eaa/crate/download/" . . . "2023-09-11 08:38:38.270595+00:00" . "2025-03-05 00:52:20.209305+00:00" . "2023-09-11 08:38:38.270595+00:00" . "## Rationale\n\n\nFrom 1st January 2020 the global upper limit on the sulphur content of ships' fuel oil was reduced from 3.50% to 0.50%, which represents an ~86% cut (from [https://www.imo.org/en/MediaCentre/PressBriefings/pages/34-IMO-2020-sulphur-limit-.aspx](https://www.imo.org/en/MediaCentre/PressBriefings/pages/34-IMO-2020-sulphur-limit-.aspx)).\n\n![Ship image](https://wwwcdn.imo.org/localresources/en/MediaCentre/PressBriefings/PublishingImages/2019 images pb/Sulphur 2020 inside pic.jpg)\n\n*Image from [IMO 2020 - cleaner shipping for cleaner air, 20 December 2019](https://www.imo.org/en/MediaCentre/PressBriefings/pages/34-IMO-2020-sulphur-limit-.aspx)*\n\nAccording to the [International Maritime Organization (IMO)](https://www.imo.org/) the new limit should lead to a 77% drop in overall SOx emissions from ships. \n\nThe Figure below shows the 5 key beneficial changes from IMO's **Sulphur Limit** for Ships' fuel oil:\n\n![Sulphur key changes](https://wwwcdn.imo.org/localresources/en/MediaCentre/PressBriefings/PublishingImages/2019 images pb/5 changes - Sulphur 2020 - infographic web.jpg)\n\n*Five beneficial changes from IMO’s Sulphur Limit for ships’ fuel oil*\n\n\n## This Research Object's purpose\n\nIn this work we look as the **actual impact of these measures on air pollution along shipping routes in Europe** based on Copernicus air quality data. [Copernicus Atmosphere Monitoring Service (CAMS)](https://ads.atmosphere.copernicus.eu/cdsapp#!/home) uses satellite data and other observations, together with computer models, to track the accumulation and movement of air pollutants around the planet (see [https://atmosphere.copernicus.eu/air-quality](https://atmosphere.copernicus.eu/air-quality)).\n\n### Rohub - Adam plateform integration\n\n\nSome of this CAMS data is available from the [Adam platform](https://adamplatform.eu) and can be imported into a [Research Object](https://www.researchobject.org). \n\n![ADAM Platform](https://adamplatform.eu/wp-content/uploads/2021/03/adam-home-platfomr.png)\n\n*Example of data (here daily temperatures) displayed on the Adam plateform*\n\nIt is also possible, from the Research Object, to open the resource in the Adam platform, then interactively zoom into a particular geographical area (say to the right of the Strait of Gibraltar, along the track presumably followed by cargo ships to/from the Suez Canal) and change the date (for example between 2018-07-19 and 2023-07-19) to appreciate the change.\n\n#### To go further\n\nObviously **a more detailed statistical analysis** would be required to minimize the effect of external factors (meteorological condition, level of cargo traffic, etc.) over a longer period of time to derive meaningful conclusions, however it does not seem that the high level of sulfur dioxide concentration from the pre-IMO regulation was reached after.\n\n\n##### Looking at other pollutants\n\nBesides SOx the new regulation also contributed to decrease atmospheric concentrations in nitric oxides (NOx) as well as particulate matter (PM).\n\n### References\n\n- [IMO 2020 - cleaner shipping for cleaner air, 20 December 2019](https://www.imo.org/en/MediaCentre/PressBriefings/pages/34-IMO-2020-sulphur-limit-.aspx)" . "## Rationale\n\n\nFrom 1st January 2020 the global upper limit on the sulphur content of ships' fuel oil was reduced from 3.50% to 0.50%, which represents an ~86% cut (from [https://www.imo.org/en/MediaCentre/PressBriefings/pages/34-IMO-2020-sulphur-limit-.aspx](https://www.imo.org/en/MediaCentre/PressBriefings/pages/34-IMO-2020-sulphur-limit-.aspx)).\n\n![Ship image](https://wwwcdn.imo.org/localresources/en/MediaCentre/PressBriefings/PublishingImages/2019%20images%20pb/Sulphur%202020%20inside%20pic.jpg)\n\n*Image from [IMO 2020 - cleaner shipping for cleaner air, 20 December 2019](https://www.imo.org/en/MediaCentre/PressBriefings/pages/34-IMO-2020-sulphur-limit-.aspx)*\n\nAccording to the [International Maritime Organization (IMO)](https://www.imo.org/) the new limit should lead to a 77% drop in overall SOx emissions from ships. \n\nThe Figure below shows the 5 key beneficial changes from IMO's **Sulphur Limit** for Ships' fuel oil:\n\n![Sulphur key changes](https://wwwcdn.imo.org/localresources/en/MediaCentre/PressBriefings/PublishingImages/2019%20images%20pb/5%20changes%20-%20Sulphur%202020%20-%20infographic%20web.jpg)\n\n*Five beneficial changes from IMO’s Sulphur Limit for ships’ fuel oil*\n\n\n## This Research Object's purpose\n\nIn this work we look as the **actual impact of these measures on air pollution along shipping routes in Europe** based on Copernicus air quality data. [Copernicus Atmosphere Monitoring Service (CAMS)](https://ads.atmosphere.copernicus.eu/cdsapp#!/home) uses satellite data and other observations, together with computer models, to track the accumulation and movement of air pollutants around the planet (see [https://atmosphere.copernicus.eu/air-quality](https://atmosphere.copernicus.eu/air-quality)).\n\n### Rohub - Adam plateform integration\n\n\nSome of this CAMS data is available from the [Adam platform](https://adamplatform.eu) and can be imported into a [Research Object](https://www.researchobject.org). \n\n![ADAM Platform](https://adamplatform.eu/wp-content/uploads/2021/03/adam-home-platfomr.png)\n\n*Example of data (here daily temperatures) displayed on the Adam plateform*\n\nIt is also possible, from the Research Object, to open the resource in the Adam platform, then interactively zoom into a particular geographical area (say to the right of the Strait of Gibraltar, along the track presumably followed by cargo ships to/from the Suez Canal) and change the date (for example between 2018-07-19 and 2023-07-19) to appreciate the change.\n\n#### To go further\n\nObviously **a more detailed statistical analysis** would be required to minimize the effect of external factors (meteorological condition, level of cargo traffic, etc.) over a longer period of time to derive meaningful conclusions, however it does not seem that the high level of sulfur dioxide concentration from the pre-IMO regulation was reached after.\n\n\n##### Looking at other pollutants\n\nBesides SOx the new regulation also contributed to decrease atmospheric concentrations in nitric oxides (NOx) as well as particulate matter (PM).\n\n### References\n\n- [IMO 2020 - cleaner shipping for cleaner air, 20 December 2019](https://www.imo.org/en/MediaCentre/PressBriefings/pages/34-IMO-2020-sulphur-limit-.aspx)" . 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"https://api.rohub.org/api/resources/de7d67ed-dd70-41c1-b725-a8f1de4412af/download/" . . "2023-09-12 07:48:26.089614+00:00" . "2023-09-12 07:48:26.798720+00:00" . "image/png" . . "2018-07-19.png" . "2023-09-12 07:48:26.089614+00:00" . . . . . "670064"^^ . "https://api.rohub.org/api/resources/f5198e8a-882a-4755-ad2c-b41bf79eda37/download/" . . "2023-09-12 07:48:39.010378+00:00" . "2023-09-12 07:48:39.769861+00:00" . "image/png" . . "2023-07-19.png" . "2023-09-12 07:48:39.010378+00:00" . . . . . "A community platform for Big Data geoscience" . "pangeo-europe@gmail.com" . "Pangeo" . "https://pangeo.io/" . . . . . "https://www.imo.org/en/MediaCentre/PressBriefings/pages/34-IMO-2020-sulphur-limit-.aspx" . . "2023-09-11 11:52:22.814459+00:00" . "2023-09-24 19:45:46.591339+00:00" . "IMI news: Global limit on sulphur in ships' fuel oil reduced from 01 January 2020." . . "IMI news: Global limit on sulphur in ships' fuel oil reduced from 01 January 2020." . "2023-09-11 11:52:22.814459+00:00" . . . . . "https://www.itf-oecd.org/sites/default/files/docs/potential-efuels-decarbonise-ships-aircraft-v2.pdf" . . "2023-09-19 10:42:29.889446+00:00" . "2023-09-19 10:42:30.688864+00:00" . "This report examines the potential of electrofuels (e-fuels) to decarbonise long-haul aviation and maritime\nshipping. E-fuels like hydrogen, ammonia, e-methanol or e-kerosene can be produced from renewable\nenergy and feedstocks and are more economical to deploy in these two modes than direct electrification.\nThe analysis evaluates the challenges and opportunities related to e-fuel production technologies and\nfeedstock options to identify priorities for making e-fuels cheaper and maximising emissions cuts. The\nresearch also explores operational requirements for the two sectors to deploy e-fuels and how\ngovernments can assist in adopting low-carbon fuels" . "application/pdf" . "e-fuels" . . "The Potential of E-fuels to Decarbonise Ships and Aircraft" . "2023-09-19 10:42:29.889446+00:00" . . . . . "https://wwwcdn.imo.org/localresources/en/MediaCentre/PressBriefings/PublishingImages/2019%20images%20pb/5%20changes%20-%20Sulphur%202020%20-%20infographic%20web.jpg" . . "2023-09-12 07:52:45.389481+00:00" . "2023-09-12 07:52:46.306392+00:00" . "Five beneficial changes from IMO's Sulphur Limit for ships' fuel oil" . "image/jpeg" . "IMO" . "benefits" . . "IMO 2020 - five key changes" . "2023-09-12 07:52:45.389481+00:00" . . "PSNC" . "rpalma@man.poznan.pl" . "Raul Palma" . . "service-account-enrichment" . . "" . "Social sciences" . . . "psychometric test" . "31.72242874845105" . "25.6" . . "test" . "31.72242874845105" . "25.6" . . "test project" . "58.25825825825825" . "58.2" . . "20.802612304687504" . "41.054501963290505" . "POINT (20.802612304687504 41.054501963290505)" . . . "ef6298c6-a8d1-453c-82d4-ac64b589902e" . "POINT (20.802612304687504 41.054501963290505)" . . "service-account-enrichment" . . . . . . . . "5570"^^ . "https://api.rohub.org/api/ros/38051187-5ecf-4bcd-86a2-2110bda04a83/crate/download/" . . "2023-09-12 13:33:11.284627+00:00" . "2025-03-05 01:24:17.300410+00:00" . "2023-09-12 13:33:11.284627+00:00" . "Description for this test project" . "application/ld+json" . . . . . "https://w3id.org/ro-id/38051187-5ecf-4bcd-86a2-2110bda04a83" . "terminology" . "translation" . . "Test for MANU" . . "MANUAL" . "https://w3id.org/ro-id/38051187-5ecf-4bcd-86a2-2110bda04a83/8e8db799-e445-4a8c-ab48-7bf0c9b869b1" . "https://w3id.org/ro-id/056b42f0-8ae7-4b4c-b74f-aec8cd96869e" . "https://w3id.org/ro-id/0d5c07ce-b6d1-4090-a340-90cd3f792167" . "https://w3id.org/ro-id/49cad995-6901-445e-81aa-b14f86f1b13b" . "https://w3id.org/ro-id/e7400201-46bb-4150-b0af-e46c74da61cb" . "https://w3id.org/ro-id/47c04cf8-161f-4639-9cb0-49b09a72d276" . "https://w3id.org/ro-id/6bf2a0de-229e-4320-9921-e7d2bbf3cc15" . "https://w3id.org/ro-id/47755dea-9ffd-4e53-a7df-7d5338fdb661" . "https://w3id.org/ro-id/745153e0-edf8-4a67-9123-a27d5edcd17c" . "https://w3id.org/ro-id/d1181dfd-cefb-4a91-b5f8-31cfefe73282" . "https://w3id.org/ro-id/f25f98be-cbac-42e4-ae1d-5cfca98d9fb2" . "https://w3id.org/ro-id/9910bcde-4b9d-48a0-ba06-d3b4a0aad5b9" . "https://w3id.org/ro-id/e191868c-1c50-4dd5-8b23-cbc1b3779c4d" . "https://w3id.org/ro-id/18decb54-f980-4829-a6a8-74cc37f6db08" . "https://w3id.org/ro-id/e90b9796-ec48-4c6c-b68f-47b805e30c12" . "https://w3id.org/ro-id/cd65835f-6a54-4c00-a28d-8bfe87e81762" . "https://w3id.org/ro-id/d603055e-8848-4564-a9ff-b7fcaaf33087" . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Mickoski, Nikolche. \"Test for MANU.\" ROHub. Sep 12 ,2023. https://w3id.org/ro-id/38051187-5ecf-4bcd-86a2-2110bda04a83." . . . "POINT (20.802612304687504 41.054501963290505)" . . . "metadata" . . . "biblio" . . . "data" . . . "raw data" . . . . . "description" . "23.223223223223222" . "23.2" . . "earth sciences" . "100.0" . "0.9974162578582764" . . "project" . "14.993804213135068" . "12.1" . . "geology" . "100.0" . "0.9974162578582764" . . "project" . "15.415415415415415" . "15.4" . . "engineering" . "100.0" . "0.710332453250885" . . "Description for this test project" . "55.45545545545545" . "55.4" . . "test" . "35.73573573573574" . "35.7" . . "Test for MANU." . "44.54454454454454" . "44.5" . . "electronics and electrical engineering" . "100.0" . "0.710332453250885" . . "description" . "21.561338289962823" . "17.4" . . "test for Manu" . "41.74174174174174" . "41.7" . . "Manu" . "25.625625625625624" . "25.6" . . "neworg1@example.org" . "abcd123" . "Example Org 1" . . "Nikolche Mickoski" . . "" . "Medical science" . . "life sciences (general)" . "100.0" . "0.9461730122566223" . . "immunology" . "70.85714285714286" . "12.4" . . "vaccine" . "27.764976958525345" . "24.1" . . "approach" . "4.86284289276808" . "3.9" . . "vaccination with Covid-19 vaccine" . "8.913934426229508" . "8.7" . . "vaccination" . "23.041474654377883" . "20.0" . . "approaches of parents" . "13.831967213114755" . "13.5" . . "Children" . "Society/Mankind/Children" . . "vaccination" . "23.44139650872818" . "18.8" . . "geochemistry" . "100.0" . "0.9932084679603577" . . "children's vaccination" . "19.672131147540984" . "19.2" . . "service-account-enrichment" . . . . . . . "4603"^^ . "https://api.rohub.org/api/ros/58507a37-ee00-4173-9c7d-f0bd8effa41d/crate/download/" . . "2023-09-12 13:51:43.099319+00:00" . "2025-03-05 01:14:06.201707+00:00" . "2023-09-12 13:51:43.099319+00:00" . "The aim of this project is to evaluate the perceptions and approaches of parents toward childhood vaccines and especially children's vaccination with covid-19 vaccines." . "application/ld+json" . . . . . "https://w3id.org/ro-id/58507a37-ee00-4173-9c7d-f0bd8effa41d" . . "Parent's hesitation toward children's vaccination with Covid-19 vaccine" . "MANUAL" . "https://w3id.org/ro-id/112e1778-8aa1-47f2-9c5f-396538366e85" . "https://w3id.org/ro-id/7dbfc356-29c8-4155-90fd-ac348e68f2a4" . "https://w3id.org/ro-id/1b9f9b27-d55f-46a0-b0da-f3557bab3d54" . "https://w3id.org/ro-id/2ee2200d-bfc3-4f2b-ab13-6e00980b276c" . "https://w3id.org/ro-id/6611e58b-05d6-419a-a1cf-6e5b63ddd58a" . "https://w3id.org/ro-id/7417d9b3-a1cd-434a-8912-36017cf5f773" . "https://w3id.org/ro-id/adfd78bd-7095-4394-9a69-3e7526f31e45" . "https://w3id.org/ro-id/ba3a8506-9cc0-44d3-acc9-e2ad73e9e16f" . "https://w3id.org/ro-id/e208b14e-a72d-43ad-9309-b00c175c2b0b" . "https://w3id.org/ro-id/eeb75df2-4302-4bef-995f-be708190febe" . "https://w3id.org/ro-id/efa14479-832b-4795-85bf-db09af3e0a33" . "https://w3id.org/ro-id/4858ce40-f2f9-485a-a052-5b4446884e69" . "https://w3id.org/ro-id/8adcb243-5ec4-413e-9813-4cbcb44dc18f" . "https://w3id.org/ro-id/220d1263-b6a9-4c9e-a7e1-c8479fdf8e16" . "https://w3id.org/ro-id/5ce3ac7a-2c28-455e-b98e-b156305836e8" . "https://w3id.org/ro-id/d3e0f74d-a10f-4f17-8095-a8d20b54f1c5" . "https://w3id.org/ro-id/155fa4a8-d0d1-4a84-99c6-d37901dc63b5" . "https://w3id.org/ro-id/20518f29-4a3d-4c45-85df-871d0eccdf1d" . "https://w3id.org/ro-id/813b67f3-47be-416e-814b-dd677f90a547" . "https://w3id.org/ro-id/afed8da2-f0b8-4ea2-9e23-027bcea2f446" . "https://w3id.org/ro-id/d97256ec-18aa-4774-90a0-04e8920ea64e" . "https://w3id.org/ro-id/f44e2816-6519-406d-9145-54f9038a33d6" . "https://w3id.org/ro-id/f8000b11-cb32-4a62-bdc1-3f7550c207d3" . "https://w3id.org/ro-id/11007b44-0506-4a9d-abf4-37f240a04257" . "https://w3id.org/ro-id/a5ad2357-c8f1-4522-88f0-8e2767f5fe94" . "https://w3id.org/ro-id/1c8f7d50-c588-4b29-b265-56db3eb0d44d" . "https://w3id.org/ro-id/2114b0c9-a6fa-4318-9a31-4656ffa91e29" . "https://w3id.org/ro-id/4d736908-7861-46ed-b730-350be987555a" . "https://w3id.org/ro-id/de136d4f-8320-45fe-b700-4ceba40e05c9" . "https://w3id.org/ro-id/f65fdfe2-dcc0-4734-b91a-5fe0013568fb" . "https://w3id.org/ro-id/9bb36a1e-385e-46f0-bf8c-2ca1a81eff53" . "https://w3id.org/ro-id/ec4f5246-c818-4ebf-b36e-f60f406d2eeb" . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Mehmeti, Irsida. \"Parent's hesitation toward children's vaccination with Covid-19 vaccine.\" ROHub. Sep 12 ,2023. https://w3id.org/ro-id/58507a37-ee00-4173-9c7d-f0bd8effa41d." . . . "raw data" . . . "data" . . . "biblio" . . . "metadata" . . . . . "Parent and child" . "Society/Family/Parent and child" . . "parent" . "5.486284289276808" . "4.4" . . "parents" . "7.855361596009975" . "6.3" . . "medicine" . "29.14285714285714" . "5.1" . . "hesitation" . "8.064516129032258" . "7.0" . . "earth sciences" . "100.0" . "0.9932084679603577" . . "The aim of this project is to evaluate the perceptions and approaches of parents toward childhood vaccines and especially children's vaccination with covid-19 vaccines." . "71.87187187187187" . "71.8" . . "life sciences" . "100.0" . "0.9461730122566223" . . "reluctance" . "7.730673316708229" . "6.2" . . "covid 19" . "17.741935483870968" . "15.4" . . "vaccine" . "28.428927680798004" . "22.8" . . "Vaccines" . "Health/Health treatment/Preventative medicine/Vaccines" . . "aim" . "8.179723502304148" . "7.1" . . "childhood vaccine" . "42.21311475409836" . "41.2" . . "project" . "7.605985037406484" . "6.1" . . "Parent's hesitation toward children's vaccination with Covid-19 vaccine." . "28.128128128128125" . "28.1" . . "purpose" . "7.98004987531172" . "6.4" . . "perception" . "6.6084788029925186" . "5.3" . . "parent" . "8.064516129032258" . "7.0" . . "parent's hesitation" . "15.368852459016395" . "15.0" . . "project" . "7.142857142857143" . "6.2" . . "Irsida Mehmeti" . . "" . "Physical sciences" . . "" . "Fundamental particle" . . "" . "Electronics" . . "Science and technology" . "Science and technology" . . "virtual environment" . "19.719827586206897" . "18.3" . . "code on the field" . "20.387359836901123" . "20.0" . . "virtual reality" . "18.25993555316864" . "17.0" . . "physics" . "20.193340494092375" . "18.8" . . "Fortran" . "6.015037593984963" . "5.6" . . "theoretical solid state physics" . "2.344546381243629" . "2.3" . . "engineering" . "100.0" . "0.4695174992084503" . . "Language" . "Arts, culture and entertainment/Culture/Language" . . "Creating and streamlining virtual environments with **OpenMP** to use parallelization with **Fortran** code on the field of theoretical solid state physics." . "86.58658658658658" . "86.5" . . "HPC clusters" . "20.591233435270134" . "20.2" . . "other earth sciences" . "100.0" . "0.5775578618049622" . . "code" . "13.10418904403867" . "12.2" . . "earth sciences" . "100.0" . "0.5775578618049622" . . "Fortran" . "5.926724137931035" . "5.5" . . "solid state" . "16.433941997851772" . "15.3" . . "physics" . "100.0" . "6.2" . . "communications and radar" . "100.0" . "0.4695174992084503" . . "Using OpenMP with HPC clusters." . "13.413413413413412" . "13.4" . . "code" . "12.931034482758621" . "12.0" . . "physics" . "20.258620689655174" . "18.8" . . "solid state" . "16.810344827586206" . "15.6" . . "Food" . "Economy, business and finance/Economic sector/Consumer goods/Food" . . "HPC" . "9.267241379310345" . "8.6" . . "domain" . "16.86358754027927" . "15.7" . . "service-account-enrichment" . . . . . . . . . "4913"^^ . "https://api.rohub.org/api/ros/da3e1263-e472-48be-9f0e-a287ad4ca28b/crate/download/" . . "2023-09-12 13:52:04.402153+00:00" . "2025-03-05 02:47:04.534534+00:00" . "2023-09-12 13:52:04.402153+00:00" . "Creating and streamlining virtual environments with **OpenMP** to use parallelization with **Fortran** code on the field of theoretical solid state physics." . "application/ld+json" . . . . . "https://w3id.org/ro-id/da3e1263-e472-48be-9f0e-a287ad4ca28b" . "HPC" . . "Dataset" . "Using OpenMP with HPC clusters" . "MANUAL" . "https://w3id.org/ro-id/7336f54e-2ac1-4767-9964-6c495fbe3e05" . "https://w3id.org/ro-id/216d4ee3-aec0-4485-8623-31241c293c62" . "https://w3id.org/ro-id/2e80b20f-9c8d-43b8-b8c2-b53e6bccca0f" . "https://w3id.org/ro-id/3688f0ab-1274-4c55-a0e7-e5f7f8633cef" . "https://w3id.org/ro-id/5b84c855-7c55-4bc2-b96b-80c162538a20" . "https://w3id.org/ro-id/69deff9a-1377-43a3-aafd-0e0dc66c5f42" . "https://w3id.org/ro-id/d4cdecd7-d40e-442e-bc1a-7f018033545d" . "https://w3id.org/ro-id/f4581024-4dda-41c4-b961-0ede329f5024" . "https://w3id.org/ro-id/550a9663-401c-421a-af69-07d277f6979f" . "https://w3id.org/ro-id/60f102ef-f7bf-42a1-880c-06a33f33192d" . "https://w3id.org/ro-id/00c553a0-9512-49a8-bf2b-e52a0317f8b9" . "https://w3id.org/ro-id/4328152e-b9a3-48ac-adf0-f367904a4ee8" . "https://w3id.org/ro-id/b7444973-df06-4952-99cb-087af65f81b0" . "https://w3id.org/ro-id/e46a1809-a04b-4a16-b4e1-8d2e64ba8c75" . "https://w3id.org/ro-id/0182391d-efab-4963-afe7-8c58bf1b040a" . "https://w3id.org/ro-id/657b12f0-af3a-45bf-a97e-fe02dc8cae21" . "https://w3id.org/ro-id/94037e2e-8a00-41b6-a363-c337543235b6" . "https://w3id.org/ro-id/94356294-3ed4-478a-93d1-ff22523697d8" . "https://w3id.org/ro-id/9eeb1954-8110-4ba3-a4b1-b58556eab879" . "https://w3id.org/ro-id/d0591043-bb2b-45ed-9425-c298ffdb2ac8" . "https://w3id.org/ro-id/f4f4cfe9-9e73-494d-b334-4ef52a0cb390" . "https://w3id.org/ro-id/41bdb7b5-614a-4dee-94b1-3578703c73aa" . "https://w3id.org/ro-id/8827f75d-faac-4afc-b909-8448f400ec8a" . "https://w3id.org/ro-id/0efec195-496f-40f2-ae39-81842ca2e0b4" . "https://w3id.org/ro-id/39b098b8-37e1-47b3-a501-9849aabf5305" . "https://w3id.org/ro-id/47b5b13d-02dd-47ee-8661-76dea4ddab2a" . "https://w3id.org/ro-id/dce3a0c5-3a08-4e7c-9ff0-a5eb0f693873" . "https://w3id.org/ro-id/f8865cac-2161-4985-a360-3df2b0e1b87c" . "https://w3id.org/ro-id/44a27f08-8807-4636-82f6-c0f14dce687e" . "https://w3id.org/ro-id/8dab0d81-aefa-4e49-b9d0-f2d47a7bcd57" . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Rrustemi, Zgjim. \"Using OpenMP with HPC clusters.\" ROHub. Sep 12 ,2023. https://w3id.org/ro-id/da3e1263-e472-48be-9f0e-a287ad4ca28b." . . . "data" . . . "raw data" . . . "biblio" . . . "metadata" . . . . . "streamline virtual environments" . "22.93577981651376" . "22.5" . . "Design (visual arts)" . "Arts, culture and entertainment/Arts and entertainment/Visual arts/Design (visual arts)" . . "handheld" . "9.12996777658432" . "8.5" . . "field" . "15.086206896551724" . "14.0" . . "solid state physics" . "33.74108053007136" . "33.1" . . "Zgjim Rrustemi" . . "" . "Applied sciences" . . . . . "https://docs.google.com/spreadsheets/d/16cYvtoMfpW2uw2U5gkO8bPQ4hnXJ2PsZsZIKoOwkDfw/edit?usp=sharing" . . "2023-10-06 07:32:35.525329+00:00" . "2023-10-06 07:33:16.902294+00:00" . "This file uses new_atrix.csv as a starting point and filtered by dates e.g. from 1st January 2022 to 31 December 2022. Then a pivot table is created where sort, q and reslabel were selected for column and c for row." . "pivot" . . "filtered matrix 2022 (Google Sheet)" . "2023-10-06 07:32:35.525329+00:00" . . . . . "https://docs.google.com/spreadsheets/d/1zDfCTEyoAbD8-w-Yg9eSbSGkkcGJEFDsOAsY6k8wE3U/edit?usp=sharing" . . "2023-10-06 07:35:30.774035+00:00" . "2023-10-06 07:52:03.130233+00:00" . "This google sheet contains the FIP convergence matrix for year 2022. The tab \"matrix\" is the main tab while FERs are unique list of FERs and Communities tab the list of unique names for communities." . "csv" . . "FIP convergence matrix Google Sheet (2022)" . "2023-10-06 07:35:30.774035+00:00" . . "Simula Research Laboratory" . "annef@simula.no" . "Anne Fouilloux" . "0000-0002-1784-2920" . . "GO FAIR Foundation" . "barbara@gofair.foundation" . "Barbara Magagna" . "0000-0003-2195-3997" . . . . . "https://osf.io/de6su/" . . "2023-10-06 07:38:16.652599+00:00" . "2023-10-06 07:38:17.859174+00:00" . "FIP.21 FIP Facilitator training by Barbara Magagna. This presentation is part of the GO FAIR Foundation series of training for facilitators." . "FIP" . . "FIP.21 FIP Facilitator training" . "2023-10-06 07:38:16.652599+00:00" . . . "post@simula.no" . "00vn06n10" . "Simula Research Laboratory" . . . . . . . "0"^^ . "https://api.rohub.org/api/ros/073ab8fc-67b3-4ec7-915e-17ffb47f09c5/crate/download/" . . . . "2023-10-06 07:11:17.444701+00:00" . "2025-10-16 13:12:54.720948+00:00" . "2023-10-06 07:11:17.444701+00:00" . "This Research Object contains all the data used for producing a FIP convergence matrix for the year 2022. The raw data has been fetch from [https://github.com/peta-pico/dsw-nanopub-api](https://github.com/peta-pico/dsw-nanopub-api) on Thursday 5 October 2023. The original matrix called new_matrix.csv ([https://github.com/peta-pico/dsw-nanopub-api/blob/main/tables/new_matrix.csv](https://github.com/peta-pico/dsw-nanopub-api/blob/main/tables/new_matrix.csv)) is stored in the raw data folder for reference. \n\nThe methodology used to create the FIP convergence Matrix is detailed in the presentation from Barbara Magagna [https://osf.io/de6su/](https://osf.io/de6su/)." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/073ab8fc-67b3-4ec7-915e-17ffb47f09c5" . "FAIR" . "FIP" . . "Dataset" . "FIP convergence Matrix Year 2022" . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Fouilloux, Anne, and Barbara Magagna. \"FIP convergence Matrix Year 2022.\" ROHub. Oct 06 ,2023. https://w3id.org/ro-id/073ab8fc-67b3-4ec7-915e-17ffb47f09c5." . . . . "biblio" . . . . . "data" . . . . "raw data" . . . . "metadata" . . . . . "598174"^^ . "https://api.rohub.org/api/resources/7683f508-3363-4c9a-8eb2-12d31d7e5a4a/download/" . . "2023-10-06 07:19:07.196369+00:00" . "2023-10-06 07:40:30.380591+00:00" . "Partial view of the FIP convergence matrix for illustration purposes only." . "image/png" . . "FIP_convergenceMatrix_AF.png" . "2023-10-06 07:19:07.196369+00:00" . . . . . "2686114"^^ . "https://api.rohub.org/api/resources/a55b4924-4d0b-4a17-8a5c-22dce26fcf6c/download/" . . "2023-10-06 07:26:35.220079+00:00" . "2023-10-06 07:26:37.702648+00:00" . "This CSV file is the result of a SPARQL query executed by a GitHub action." . "text/csv" . "csv" . . "new_matrix.csv" . "2023-10-06 07:26:35.220079+00:00" . . . . . "262192"^^ . "https://api.rohub.org/api/resources/bc3f8893-19ec-4d72-a1fb-20fc92244634/download/" . . "2023-10-06 07:50:28.741225+00:00" . 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"2.6872246696035242" . "6.1" . . "convergence matrix" . "3.1631919482386777" . "4.4" . . "application profile" . "0.9345794392523364" . "1.3" . . "Lightweight Directory Access Protocol" . "4.713656387665198" . "10.7" . . "computer programming and software" . "60.702858639094615" . "0.71315598487854" . . "convergence" . "3.19706498951782" . "6.1" . . "data folder" . "0.9345794392523364" . "1.3" . . "EML GBIF profile EML" . "0.8626887131560029" . "1.2" . . "portal site" . "3.612334801762114" . "8.2" . . "AP data catalog vocabulary application profile" . "3.8820992092020132" . "5.4" . . "European Community" . . . "vocabulary" . "2.5681341719077575" . "4.9" . . "Google" . "3.4801762114537445" . "7.9" . . "Argo" . "4.4493392070484585" . "10.1" . . "The original matrix called new_matrix.csv ([https://github.com/peta-pico/dsw-nanopub-api/blob/main/tables/new_matrix.csv](https://github.com/peta-pico/dsw-nanopub-api/blob/main/tables/new_matrix.csv)) is stored in the raw data folder for reference." . "22.280701754385966" . "25.4" . . "environmental science and management" . "58.52139388999399" . "0.9911122918128967" . . "on Thu, Oct-5-2023" . . "Department for Education" . . . "k lsQ RlxK af jos Gma PalQ EML GBIF profile EML" . "1.2221423436376708" . "1.7" . . "Google" . . . "account" . "2.777777777777778" . "5.3" . . "aOyOilMUWEgfhamM ERDDAP Argo API Argo GDAC Argo" . "0.9345794392523364" . "1.3" . . "Year 2022" . . "http" . "14.405286343612337" . "32.7" . . "linguistics" . "68.25396825396825" . "47.3" . . "earth resources and remote sensing" . "39.297141360905385" . "0.4616749882698059" . . "earth sciences" . "41.47860611000601" . "0.7024773955345154" . . "IT-computer sciences" . "Science and technology/Technology and engineering/IT-computer sciences" . . "New York" . . . "This Research Object contains all the data used for producing a FIP convergence matrix for the year 2022." . "22.280701754385966" . "25.4" . . "metadata" . "2.1585903083700444" . "4.9" . . "data" . "13.127753303964758" . "29.8" . . "LDAP" . "4.035639412997904" . "7.7" . . "for the year 2022" . . "TA eduGAIN EGI Checkin http" . "5.463695183321351" . "7.6" . . "raw data" . "6.563876651982379" . "14.9" . . "portal" . "2.515723270440252" . "4.8" . . "vocabulary" . "3.171806167400881" . "7.2" . . "oLKoyxgj DzkS q OAuth Open data http" . "2.875629043853343" . "4.0" . . "fip convergence matrix" . "50.97052480230051" . "70.9" . . "Library and museum" . "Arts, culture and entertainment/Culture/Library and museum" . . "in the raw data folder" . "13.587347232207044" . "18.9" . . "account InnovAuth http" . "2.4442846872753416" . "3.4" . . "lookup" . "4.0528634361233475" . "9.2" . . "computer science" . "22.22222222222222" . "15.4" . . "profile" . "4.350104821802936" . "8.3" . . "atmospheric sciences" . "41.47860611000601" . "0.7024773955345154" . . "Associated Press" . . . "sixpence" . "5.506607929515418" . "12.5" . . "directory access Protocolhttp" . "3.1631919482386777" . "4.4" . . "terminal adapter" . "2.8634361233480177" . "6.5" . . "CZQ PhiHlM gDrksdM EML EML GBIF profile metadata" . "1.1502516175413373" . "1.6" . . "eduGAIN" . "3.406708595387841" . "6.5" . . "folder" . "4.317180616740089" . "9.8" . . "Lod" . . . 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"INSPIRE EMF Infrastructure for Spatial Information in the European Community Environmental Monitoring Facilitieshttp://purl.org/np/RAlRm dQCh ziWs T VCJhvZHuCDLtCOsmylHSiegd k INSPIRE EMF ISO Geographic information Metadatahttp://purl.org/np/RAw X gfKkN Df Wws Axou vMrejVEFumgga D i nY ISO ISO Geographic information Metadata XML schema implementationhttp://purl.org/np/RAnLN EMEQoZ A jRuQCPFqt APN SVD vmG CDFKjog ISO NetCDF CF . http://purl.org/np/RAm N Essj oekn Qd KgooUYAk Szk bBK R jcGnlM NetCDF CF ." . "11.491228070175438" . "13.1" . . "geosciences" . "39.297141360905385" . "0.4616749882698059" . . "raw data" . "7.4423480083857445" . "14.2" . . "Sextant SeaDataNet Sextant search engineshttp" . "0.7907979870596694" . "1.1" . . "fip" . "6.656184486373166" . "12.7" . . "Checkin" . "2.515723270440252" . "4.8" . . "service-account-enrichment" . . "" . "Applied sciences" . . "jeani@uio.no" . "Jean Iaquinta" . "0000-0002-8763-1643" . . . "01xtthb56" . "University of Oslo" . . . . . . . . "0"^^ . "https://api.rohub.org/api/ros/3125b7be-03f9-447e-806f-20beb66f7949/crate/download/" . . . "2024-01-05 14:14:55.022211+00:00" . "2025-10-16 13:11:52.799935+00:00" . "2024-01-05 14:14:55.022211+00:00" . "The Ohio State University (OSU) Micro Benchmarks (OMB) are a widely used suite of benchmarks for measuring and evaluating the performance of MPI operations for point-to-point, multi-pair, and collective communications. These benchmarks are often used for comparing different Message Passing Inerface (MPI) implementations and the underlying network interconnect.\n\nHere we use the OSU micro-benchmark (version 7.2) to assess the performance in terms of bandwidth achieved with an Apptainer container between 2 processors on different nodes with OpenMPI (version 4.1.6) on the Norwegian academic High Performance Computers (HPC) located in Tromsø (Fram) and Trondheim (Betzy)." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/3125b7be-03f9-447e-806f-20beb66f7949" . "Apptainer" . "HPC" . "MPI" . "OSU" . "Performance" . "bandwidth" . "container" . "interconnect" . . "Dataset" . "OSU MPI Get Bandwidth Test v7.2 with OpenMPI 4.1.6 on Fram & Betzy" . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Iaquinta, Jean. \"OSU MPI Get Bandwidth Test v7.2 with OpenMPI 4.1.6 on Fram & Betzy.\" ROHub. Jan 05 ,2024. https://w3id.org/ro-id/3125b7be-03f9-447e-806f-20beb66f7949." . . . . "biblio" . . . "raw data" . . . . "data" . . . "metadata" . . . . "10.24424/pv5n-vq62" . . "1338"^^ . "https://api.rohub.org/api/resources/bdf5c934-6836-4f3c-a2f1-3438b7cd91ae/download/" . . "2024-01-05 14:33:02.319503+00:00" . "2024-01-05 14:42:23.278595+00:00" . "Output of the OSU MPI Get Bandwidth Test with openMPI 4.1.6 on Fram and Betzy" . "text/csv" . "Apptainer" . "OSU" . . "OSU7.2-Fram-Betzy" . "2024-01-05 14:33:02.319503+00:00" . . . . "10.24424/7nkm-2072" . . "36301"^^ . "https://api.rohub.org/api/resources/ecc14c39-87d8-4cda-8e54-2e5b5a6bd9cc/download/" . . "2024-01-05 14:26:46.457298+00:00" . "2024-01-05 14:43:41.523852+00:00" . "Plot showing the bandwidth as a function of the message size on Fram and Betzy" . "image/png" . . "OSU-2023Dec.png" . "2024-01-05 14:26:46.457298+00:00" . . . . . . "False" . . "2024-01-05 15:11:39.987851+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" . . "bench mark" . "24.867724867724867" . "14.1" . . "earth sciences" . "100.0" . "0.4361959993839264" . . "High Performance Computer" . "8.721804511278195" . "5.8" . . "benchmark" . "22.045855379188712" . "12.5" . . "MPI operation" . "12.607099143206854" . "10.3" . . "Office of Management and Budget" . . . "information technology" . "22.65625" . "2.9" . . "Steeple chase" . "Sport/Competition discipline/Horse racing/Steeple chase" . . "benchmark" . "23.60902255639098" . "15.7" . . "mathematical and computer sciences" . "100.0" . "0.6090793609619141" . . "interconnect" . "10.225563909774436" . "6.8" . . "Education" . "Education" . . "atmospheric sciences" . "100.0" . "0.4361959993839264" . . "microcomputer" . "23.809523809523807" . "13.5" . . "different Message Passing Inerface" . "7.099143206854345" . "5.8" . . "Message Passing Inerface" . "13.68421052631579" . "9.1" . . "computer programming and software" . "100.0" . "0.6090793609619141" . . "interconnect" . "11.28747795414462" . "6.4" . . "micro" . "21.804511278195488" . "14.5" . . "University" . "Education/School/Higher education/University" . . "Osu micro-benchmark" . "47.61321909424724" . "38.9" . . "Trondheim" . . . "micro benchmark" . "21.052631578947366" . "17.2" . . "computer network" . "9.876543209876543" . "5.6" . . "network interconnect" . "11.627906976744185" . "9.5" . . "network" . "7.36842105263158" . "4.9" . . "Ohio State University" . "14.586466165413531" . "9.7" . . "These benchmarks are often used for comparing different Message Passing Inerface (MPI) implementations and the underlying network interconnect." . "30.184804928131417" . "29.4" . . "computer science" . "77.34375" . "9.9" . . "Here we use the OSU micro-benchmark (version 7.2) to assess the performance in terms of bandwidth achieved with an Apptainer container between 2 processors on different nodes with OpenMPI (version 4.1.6) on the Norwegian academic High Performance Computers (HPC) located in Tromsø (Fram) and Trondheim (Betzy)" . "22.689938398357288" . "22.1" . . "The Ohio State University (OSU) Micro Benchmarks (OMB) are a widely used suite of benchmarks for measuring and evaluating the performance of MPI operations for point-to-point, multi-pair, and collective communications." . "47.12525667351129" . "45.9" . . "Tromsø" . . . "bandwidth" . "8.112874779541444" . "4.6" . . . . . "https://www.sciopen.com/article/10.1007/s11390-023-2907-5" . . "2024-01-16 16:05:31.945926+00:00" . "2024-01-16 16:05:33.287119+00:00" . "Abstract The Slingshot interconnect designed by HPE/Cray is becoming more relevant in high-performance computing with its deployment on the upcoming exascale systems. In particular, it is the interconnect empowering the first exascale and highest-ranked supercomputer in the world, Frontier. It offers various features such as adaptive routing, congestion control, and isolated workloads. The deployment of newer interconnects sparks interest related to performance, scalability, and any potential bottlenecks as they are critical elements contributing to the scalability across nodes on these systems. In this paper, we delve into the challenges the Slingshot interconnect poses with current state-of-the-art MPI (message passing interface) libraries. In particular, we look at the scalability performance when using Slingshot across nodes.\nWe present a comprehensive evaluation using various MPI and communication libraries including Cray MPICH, OpenMPI + UCX, RCCL, and MVAPICH2 on CPUs and GPUs on the Spock system, an early access cluster deployed with\nSlingshot-10, AMD MI100 GPUs and AMD Epyc Rome CPUs to emulate the Frontier system. We also evaluate preliminary CPU-b:ed support of MPI libraries on the Slingshot-11 interconnect." . "Slingshot" . "interconnect" . . "High Performance MPI over the Slingshot Interconnect" . "2024-01-16 16:05:31.945926+00:00" . . "" . "Applied sciences" . . "jeani@uio.no" . "Jean Iaquinta" . "0000-0002-8763-1643" . . . "01xtthb56" . "University of Oslo" . . . . . . "10.24424/zcq6-9r81" . . "False" . . "2024-01-05 15:11:39.987851+00:00" . . . . "45133"^^ . "https://api.rohub.org/api/ros/97b0167c-0cb4-457d-abe8-41d1a9d1b981/crate/download/" . . . "2024-01-05 14:14:55.022211+00:00" . "2024-03-05 12:22:12.345762+00:00" . "2024-01-05 14:14:55.022211+00:00" . "The Ohio State University (OSU) Micro Benchmarks (OMB) are a widely used suite of benchmarks for measuring and evaluating the performance of MPI operations for point-to-point, multi-pair, and collective communications. These benchmarks are often used for comparing different Message Passing Inerface (MPI) implementations and the underlying network interconnect.\n\nHere we use the OSU micro-benchmark (version 7.2) to assess the performance in terms of bandwidth achieved with an Apptainer container between 2 processors on different nodes with OpenMPI (version 4.1.6) on the Norwegian academic High Performance Computers (HPC) located in Tromsø (Fram) and Trondheim (Betzy)." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/97b0167c-0cb4-457d-abe8-41d1a9d1b981" . "Apptainer" . "HPC" . "MPI" . "OSU" . "Performance" . "bandwidth" . "container" . "interconnect" . . "Dataset" . "OSU MPI Get Bandwidth Test v7.2 with OpenMPI 4.1.6 on Fram & Betzy" . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Iaquinta, Jean. \"OSU MPI Get Bandwidth Test v7.2 with OpenMPI 4.1.6 on Fram & Betzy.\" ROHub. Jan 05 ,2024. https://doi.org/10.24424/zcq6-9r81." . . . . "data" . . . "raw data" . . . . "biblio" . . . "metadata" . . . . "10.24424/7nkm-2072" . . "36301"^^ . "https://api.rohub.org/api/resources/55d5e2f5-c395-4da5-a7d1-9621c480d0ef/download/" . . "2024-01-05 14:26:46.457298+00:00" . "2024-01-05 15:11:39.077450+00:00" . "Plot showing the bandwidth as a function of the message size on Fram and Betzy" . "image/png" . . "OSU-2023Dec.png" . "2024-01-05 14:26:46.457298+00:00" . . . . "10.24424/pv5n-vq62" . . "1338"^^ . "https://api.rohub.org/api/resources/abbe45f6-a4c4-4ec4-af82-79bb0a95440e/download/" . . "2024-01-05 14:33:02.319503+00:00" . "2024-01-05 15:11:39.583041+00:00" . "Output of the OSU MPI Get Bandwidth Test with openMPI 4.1.6 on Fram and Betzy" . "text/csv" . "Apptainer" . "OpenMPI" . . "OSU7.2-Fram-Betzy" . "2024-01-05 14:33:02.319503+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" . . . . "2024-01-09 09:49:11.365811+00:00" . . . . "bandwidth" . "8.112874779541444" . "4.6" . . "Message Passing Inerface" . "13.68421052631579" . "9.1" . . "Trondheim" . . . "Osu micro-benchmark" . "47.61321909424724" . "38.9" . . "Ohio State University" . "14.586466165413531" . "9.7" . . "High Performance Computer" . "8.721804511278195" . "5.8" . . "network interconnect" . "11.627906976744185" . "9.5" . . "benchmark" . "22.045855379188712" . "12.5" . . "The Ohio State University (OSU) Micro Benchmarks (OMB) are a widely used suite of benchmarks for measuring and evaluating the performance of MPI operations for point-to-point, multi-pair, and collective communications." . "47.12525667351129" . "45.9" . . "bench mark" . "24.867724867724867" . "14.1" . . "Education" . "Education" . . "micro benchmark" . "21.052631578947366" . "17.2" . . "University" . "Education/School/Higher education/University" . . "MPI operation" . "12.607099143206854" . "10.3" . . "computer network" . "9.876543209876543" . "5.6" . . "benchmark" . "23.60902255639098" . "15.7" . . "interconnect" . "10.225563909774436" . "6.8" . . "earth sciences" . "100.0" . "0.4361959993839264" . . "computer programming and software" . "100.0" . "0.6090793609619141" . . "mathematical and computer sciences" . "100.0" . "0.6090793609619141" . . "information technology" . "22.65625" . "2.9" . . "interconnect" . "11.28747795414462" . "6.4" . . "different Message Passing Inerface" . "7.099143206854345" . "5.8" . . "Steeple chase" . "Sport/Competition discipline/Horse racing/Steeple chase" . . "micro" . "21.804511278195488" . "14.5" . . "Here we use the OSU micro-benchmark (version 7.2) to assess the performance in terms of bandwidth achieved with an Apptainer container between 2 processors on different nodes with OpenMPI (version 4.1.6) on the Norwegian academic High Performance Computers (HPC) located in Tromsø (Fram) and Trondheim (Betzy)" . "22.689938398357288" . "22.1" . . "atmospheric sciences" . "100.0" . "0.4361959993839264" . . "computer science" . "77.34375" . "9.9" . . "Tromsø" . . . "microcomputer" . "23.809523809523807" . "13.5" . . "Office of Management and Budget" . . . "network" . "7.36842105263158" . "4.9" . . "These benchmarks are often used for comparing different Message Passing Inerface (MPI) implementations and the underlying network interconnect." . "30.184804928131417" . "29.4" . . . . . "https://www.osti.gov/servlets/purl/1997634" . . "2024-01-17 10:54:09.114061+00:00" . "2024-01-17 10:54:10.405249+00:00" . "Abstract—Open MPI is an open-source implementation of the\nMPI-3 standard that is developed and maintained by collaborators from academia, industry, and national laboratories.\nOak Ridge National Laboratory (ORNL) and Los Alamos\nNational Laboratory (LANL) are collaborating on porting and\noptimizing Open MPI and related components for use on HPE\nCray EX systems, with a focus on the DOE Frontier and Aurora\nexa-scale systems.\nA key component of this effort involves development of a new\nLinkX Open Fabrics Interface (OFI) provider. In this paper,\nwe describe enhancements to Open MPI, OpenPMIx runtime\ncomponents, and the LinkX OFI provider. Performance results\nare presented for point to point and collective communication\noperations using both the vendor CXI provider and the LinkX\nprovider, including results obtained using GPU accelerators. Recommended deployment options for EX systems will be discussed,\nalong with future work." . "Slingshot 11" . "libfabric" . . "Open MPI for HPE Cray EX Systems" . "2024-01-17 10:54:09.114061+00:00" . . "" . "Applied sciences" . . "jeani@uio.no" . "Jean Iaquinta" . "0000-0002-8763-1643" . . . "01xtthb56" . "University of Oslo" . . . "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" . . . . . . "10.24424/zcq6-9r81" . "2024-01-09 09:49:11.365811+00:00" . . . . "0"^^ . "https://api.rohub.org/api/ros/ee8895fd-fe5a-46d7-9228-9d98a2d3a205/crate/download/" . . . "2024-01-05 14:14:55.022211+00:00" . "2024-03-05 12:22:12.231024+00:00" . "2024-01-05 14:14:55.022211+00:00" . "The Ohio State University (OSU) Micro Benchmarks (OMB) are a widely used suite of benchmarks for measuring and evaluating the performance of MPI operations for point-to-point, multi-pair, and collective communications. These benchmarks are often used for comparing different Message Passing Inerface (MPI) implementations and the underlying network interconnect.\n\nHere we use the OSU micro-benchmark (version 7.2) to assess the performance in terms of bandwidth achieved with an Apptainer container between 2 processors on different nodes with OpenMPI (version 4.1.6) on the Norwegian academic High Performance Computers (HPC) located in Tromsø (Fram) and Trondheim (Betzy)." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/ee8895fd-fe5a-46d7-9228-9d98a2d3a205" . "Apptainer" . "HPC" . "MPI" . "OSU" . "Performance" . "bandwidth" . "container" . "interconnect" . . "Dataset" . "OSU MPI Get Bandwidth Test v7.2 with OpenMPI 4.1.6 on Fram & Betzy - fork" . "OSU MPI Get Bandwidth Test v7.2 with OpenMPI 4.1.6 on Fram & Betzy" . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Iaquinta, Jean. \"OSU MPI Get Bandwidth Test v7.2 with OpenMPI 4.1.6 on Fram & Betzy.\" ROHub. Jan 05 ,2024. https://w3id.org/ro-id/ee8895fd-fe5a-46d7-9228-9d98a2d3a205." . . . . "data" . . . "raw data" . . . "metadata" . . . "biblio" . . . . "10.24424/7nkm-2072" . . "36301"^^ . "https://api.rohub.org/api/resources/8d871c23-a90b-47a0-8e62-2bbb450f8054/download/" . . "2024-01-05 14:26:46.457298+00:00" . "2024-01-09 09:49:06.876306+00:00" . "Plot showing the bandwidth as a function of the message size on Fram and Betzy" . "image/png" . . "OSU-2023Dec.png" . "2024-01-05 14:26:46.457298+00:00" . . . . "10.24424/pv5n-vq62" . . "1338"^^ . "https://api.rohub.org/api/resources/c1d71471-3c76-43a4-a1fa-2cbe6ee7a84a/download/" . . "2024-01-05 14:33:02.319503+00:00" . "2024-01-09 09:49:06.533423+00:00" . "Output of the OSU MPI Get Bandwidth Test with openMPI 4.1.6 on Fram and Betzy" . "text/csv" . "Apptainer" . "OSU" . . "OSU7.2-Fram-Betzy" . "2024-01-05 14:33:02.319503+00:00" . . . . . "bandwidth" . "8.112874779541444" . "4.6" . . "Here we use the OSU micro-benchmark (version 7.2) to assess the performance in terms of bandwidth achieved with an Apptainer container between 2 processors on different nodes with OpenMPI (version 4.1.6) on the Norwegian academic High Performance Computers (HPC) located in Tromsø (Fram) and Trondheim (Betzy)" . "22.689938398357288" . "22.1" . . "computer science" . "77.34375" . "9.9" . . "computer programming and software" . "100.0" . "0.6090793609619141" . . "mathematical and computer sciences" . "100.0" . "0.6090793609619141" . . "These benchmarks are often used for comparing different Message Passing Inerface (MPI) implementations and the underlying network interconnect." . "30.184804928131417" . "29.4" . . "interconnect" . "11.28747795414462" . "6.4" . . "Ohio State University" . "14.586466165413531" . "9.7" . . "earth sciences" . "100.0" . "0.4361959993839264" . . "The Ohio State University (OSU) Micro Benchmarks (OMB) are a widely used suite of benchmarks for measuring and evaluating the performance of MPI operations for point-to-point, multi-pair, and collective communications." . "47.12525667351129" . "45.9" . . "computer network" . "9.876543209876543" . "5.6" . . "network" . "7.36842105263158" . "4.9" . . "atmospheric sciences" . "100.0" . "0.4361959993839264" . . "network interconnect" . "11.627906976744185" . "9.5" . . "Trondheim" . . . "micro benchmark" . "21.052631578947366" . "17.2" . . "Office of Management and Budget" . . . "Message Passing Inerface" . "13.68421052631579" . "9.1" . . "High Performance Computer" . "8.721804511278195" . "5.8" . . "University" . "Education/School/Higher education/University" . . "Osu micro-benchmark" . "47.61321909424724" . "38.9" . . "Steeple chase" . "Sport/Competition discipline/Horse racing/Steeple chase" . . "bench mark" . "24.867724867724867" . "14.1" . . "interconnect" . "10.225563909774436" . "6.8" . . "information technology" . "22.65625" . "2.9" . . "Education" . "Education" . . "MPI operation" . "12.607099143206854" . "10.3" . . "different Message Passing Inerface" . "7.099143206854345" . "5.8" . . "benchmark" . "23.60902255639098" . "15.7" . . "benchmark" . "22.045855379188712" . "12.5" . . "Tromsø" . . . "micro" . "21.804511278195488" . "14.5" . . "microcomputer" . "23.809523809523807" . "13.5" . . "" . "Applied sciences" . . . . . "https://doi.org/10.5281/zenodo.10307603" . . "2024-01-11 12:55:59.876896+00:00" . "2024-01-11 12:56:00.628531+00:00" . . "https://doi.org/10.5281/zenodo.10307603" . "2024-01-11 12:55:59.876896+00:00" . . . . . "https://doi.org/10.5281/zenodo.10316689" . . "2024-01-11 12:57:43.731992+00:00" . "2024-01-11 12:57:44.544155+00:00" . . "https://doi.org/10.5281/zenodo.10316689" . "2024-01-11 12:57:43.731992+00:00" . . . . . . . "6035"^^ . "https://api.rohub.org/api/ros/13dfbe3b-3132-4089-9ec9-5ae100fb143c/crate/download/" . . "2024-01-11 12:54:17.949857+00:00" . "2026-04-13 09:37:49.860760+00:00" . "2024-01-11 12:54:17.949857+00:00" . "\"While computer science papers frequently include their associated code repositories, establishing a clear link between papers and their corresponding implementations can be challenging due to the number of code repositories used by research publications. In this paper we describe a lightweight method for effectively identifying bidirectional links between papers and repositories from both LaTeX and PDF sources. We have used our approach to analyze more than 14000 PDF and Latex files in the Software Engineering category of Arxiv, generating a dataset of more than 1400 paper-code implementations and assessing current citation practices on it." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/13dfbe3b-3132-4089-9ec9-5ae100fb143c" . . "Bidirectional Paper-Repository Tracing in Software Engineering" . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "GONZALEZ GUARDIA, ESTEBAN. \"Bidirectional Paper-Repository Tracing in Software Engineering.\" ROHub. Jan 11 ,2024. https://w3id.org/ro-id/13dfbe3b-3132-4089-9ec9-5ae100fb143c." . . . "raw data" . . . "biblio" . . . "metadata" . . . . "data" . . . . . "software engineering category" . "19.25820256776034" . "13.5" . . "none" . . "none" . . "Methodology" . . . "Key Type Measures" . . . "Institutional: Economic" . . "dataset" . "10.147991543340382" . "9.6" . . "paper-code implementation" . "11.982881597717546" . "8.4" . . "none" . . "software engineering" . "15.942028985507246" . "11.0" . . "code repository" . "33.38088445078459" . "23.4" . . "Knowledge Sector (EEA)" . . . "Funding" . . . "software engineering" . "10.465116279069768" . "9.9" . . "Not reported/ Unknown" . . "Physical and Technological" . . "Bidirectional Paper-Repository Tracing in Software Engineering \"While computer science papers frequently include their associated code repositories, establishing a clear link between papers and their corresponding implementations can be challenging due to the number of code repositories used by research publications." . "42.08416833667334" . "42.0" . . "research publication" . "13.552068473609129" . "9.5" . . "Engineering" . . "none" . . "repository" . "18.49894291754757" . "17.5" . . "Climate-ADAPT Adaptation Sectors" . . . "paper" . "5.073995771670191" . "4.8" . . "repository" . "28.405797101449277" . "19.6" . . "dataset" . "11.594202898550725" . "8.0" . . "Academia/ Research Institutions" . . "Policy Scale" . . . "computer programming" . "28.94736842105263" . "5.5" . . "composition" . "8.879492600422834" . "8.4" . . "category" . "4.2283298097251585" . "4.0" . . "IPCC" . . . "publication" . "7.826086956521739" . "5.4" . . "Manufacturing and engineering" . "Economy, business and finance/Economic sector/Manufacturing and engineering" . . "computer science" . "13.333333333333332" . "9.2" . . "computer science" . "8.879492600422834" . "8.4" . . "In this paper we describe a lightweight method for effectively identifying bidirectional links between papers and repositories from both LaTeX and PDF sources." . "34.969939879759515" . "34.9" . . "newspaper" . "5.602536997885835" . "5.3" . . "No policy or regulation" . . "none" . . "LaTeX" . "3.1712473572938693" . "3.0" . . "IT-computer sciences" . "Science and technology/Technology and engineering/IT-computer sciences" . . "implementation" . "9.565217391304348" . "6.6" . . "Geographical Scope" . . . "Climate Hazard" . . . "publication" . "5.2854122621564485" . "5.0" . . "computer science" . "47.89473684210526" . "9.1" . . "implementation" . "6.342494714587739" . "6.0" . . "User Needs (RAST)" . . . "research" . "4.7568710359408035" . "4.5" . . "citation" . "3.594080338266385" . "3.4" . . "computer science paper" . "21.825962910128386" . "15.3" . . "none" . . "Stakeholders" . . . "We have used our approach to analyze more than 14000 PDF and Latex files in the Software Engineering category of Arxiv, generating a dataset of more than 1400 paper-code implementations and assessing current citation practices on it." . "22.94589178356713" . "22.9" . . "paper" . "13.333333333333332" . "9.2" . . "Engineering (General)" . . "database" . "23.15789473684211" . "4.4" . . "ESTEBAN GONZALEZ GUARDIA" . . "" . "Physical sciences" . . . . . . . "89561"^^ . "https://api.rohub.org/api/ros/3ec0b51b-0346-4ed8-b731-de744dd3bee2/crate/download/" . . "2024-01-24 18:20:54.288838+00:00" . "2025-10-16 12:45:34.548024+00:00" . "2024-01-24 18:20:54.288838+00:00" . "Datasets used in the manuscript CMST 29(1-4) 37-44 (2023) DOI:10.12921/cmst.2023.0000023" . "application/ld+json" . . . . . "https://w3id.org/ro-id/3ec0b51b-0346-4ed8-b731-de744dd3bee2" . "Monte Carlo method" . "auxetics" . "hard sphere system" . . "Data management plan" . "The f.c.c. Crystals of Hard Spheres\nwith an Array of [001]-Nanochannel Inclusions Filled\nby the Simplest Hard Sphere Molecules" . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Narojczyk, Jakub. \"The f.c.c. Crystals of Hard Spheres\nwith an Array of [001]-Nanochannel Inclusions Filled\nby the Simplest Hard Sphere Molecules.\" ROHub. Jan 24 ,2024. https://w3id.org/ro-id/3ec0b51b-0346-4ed8-b731-de744dd3bee2." . . . "metadata" . . . "raw data" . . . "biblio" . . . . . . . . . "data" . . . . . "13200"^^ . "https://api.rohub.org/api/resources/3b70d877-b722-4108-9f2c-13ffded4a078/download/" . . "2024-01-24 18:35:11.506674+00:00" . "2024-01-24 18:35:14.265417+00:00" . "This data sheet contains data used in the manuscript. The data concerns systems of f.c.c. hard spheres with size C1 [001]-nanochannel filled with hard dimers formed by spheres of diferent diameter (equal to sigma’). The length of the dimers is equal to sigma (L=sigma)." . "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" . . "Data for systems with C1 dimer nanochannel L=sigma" . "2024-01-24 18:35:11.506674+00:00" . . . . . "14598"^^ . "https://api.rohub.org/api/resources/50315613-3195-4d1a-ac95-7906506466e8/download/" . . "2024-01-24 18:33:22.989042+00:00" . "2024-01-24 18:33:25.641151+00:00" . "This data sheet contains reference data used in the manuscript. The data concerns systems of f.c.c. hard spheres with size C2 [001]-nanochannel filled with hard spheres of diferent diameter (equal to sigma’)" . "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" . . "Data for reference system C2" . "2024-01-24 18:33:22.989042+00:00" . . . . . "13412"^^ . "https://api.rohub.org/api/resources/83cf1e74-8269-4e22-ab04-f0e823186300/download/" . . "2024-01-24 18:36:12.053770+00:00" . "2024-01-24 18:36:14.478015+00:00" . "This data sheet contains data used in the manuscript. The data concerns systems of f.c.c. hard spheres with size C2 [001]-nanochannel filled with hard dimers formed by spheres of diferent diameter (equal to sigma’). The length of the dimers is equal to sigma (L=sigma)." . "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" . . "Data for systems with C2 dimer nanochannel L=sigma" . "2024-01-24 18:36:12.053770+00:00" . . . . . "12965"^^ . "https://api.rohub.org/api/resources/a566b59a-255d-4983-ab55-3ae88c3f9356/download/" . . "2024-01-24 18:31:01.550464+00:00" . "2024-01-24 18:39:33.611026+00:00" . "This data sheet contains reference data used in the manuscript. The data concerns systems of f.c.c. hard spheres with size C1 [001]-nanochannel filled with hard spheres of diferent diameter (equal to sigma’)" . "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" . . "Data for reference system C1" . "2024-01-24 18:31:01.550464+00:00" . . . . . "14705"^^ . "https://api.rohub.org/api/resources/ac305d86-0cb4-4281-b8ee-5e87946b2fbf/download/" . . "2024-01-24 18:38:16.914356+00:00" . "2024-01-24 18:38:19.189690+00:00" . "This data sheet contains data used in the manuscript. The data concerns systems of f.c.c. hard spheres with size C2 [001]-nanochannel filled with hard dimers formed by spheres of diferent diameter (equal to sigma’). The length of the dimers is equal to sigma’ (L=sigma’)." . "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" . . "Data for systems with C2 dimer nanochannel L=sigma'" . "2024-01-24 18:38:16.914356+00:00" . . . . . "13249"^^ . "https://api.rohub.org/api/resources/cd6cbce7-1d8e-49ea-b91e-b4047ddcbeec/download/" . . "2024-01-24 18:37:07.279013+00:00" . "2024-01-24 18:37:09.712664+00:00" . "This data sheet contains data used in the manuscript. The data concerns systems of f.c.c. hard spheres with size C1 [001]-nanochannel filled with hard dimers formed by spheres of diferent diameter (equal to sigma’). The length of the dimers is equal to sigma’ (L=sigma’)." . "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" . . "Data for systems with C1 dimer nanochannel L=sigma'" . "2024-01-24 18:37:07.279013+00:00" . . . . . "Interior" . . . "sphere molecule" . "37.17171717171717" . "36.8" . . "Interior" . "12.347354138398915" . "9.1" . . "Executive (government)" . "Politics/Government/Executive (government)" . . 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"2024-02-14 15:26:35.103297+00:00" . . . . . "http://libeccio.bo.ismar.cnr.it:8080/geonetwork/srv/eng/catalog.search#/metadata/c1dff77c-6c59-46c8-8f5e-025155da31e9" . . "2024-02-14 15:24:34.394902+00:00" . "2024-02-14 15:24:36.057895+00:00" . "Data collected in November 2022 by CNR- ISMAR VE within the MAELSTROM project" . . "MAELSTROM: Sacca Fisola 2022 November Bathymetry" . "2024-02-14 15:24:34.394902+00:00" . . . . . "http://libeccio.bo.ismar.cnr.it:8080/geonetwork/srv/eng/catalog.search#/metadata/dd465b46-0217-426a-ba81-4acadf0d12b9" . . "2024-02-14 15:25:42.937203+00:00" . "2024-02-14 15:25:44.694591+00:00" . "Data collected in October 2021 by CNR- ISMAR VE within the MAELSTROM project" . . "MAELSTROM: Sacca Fisola 2021 Bathymetry" . "2024-02-14 15:25:42.937203+00:00" . . . "12.319541876832256" . "45.42951679948882" . "POINT (12.319541876832256 45.42951679948882)" . . . "f47b6762-749a-454b-a3c7-506b2784649a" . "POINT (12.319541876832256 45.42951679948882)" . . . . . 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"2024-11-14 08:02:26.064775+00:00" . "Metadata-enriched Polish Novel Corpus from the 19th and 20th centuries\n\nThe corpus consists of 1,000 novels originally written in Polish and initially published as books between 1864 and 1939, with the plot timeframe set after 1815. The current version is v1.0.1.\n\nFollowing Linked Open Data (LOD) standards, we do not publish the corpus texts in .txt format. Instead, the entire corpus is accessible through a knowledge graph in Turtle (.ttl) format, with each text being linked separately. The repository contains code to download all corpus texts independently. An explanation of the code can be found in the Data section." . "application/ld+json" . . . . . . . "https://w3id.org/ro-id/5930c9e6-8f23-4c8c-9b1b-84d55deaaf00" . "Corpora" . "LinkedOpenData" . "LiteraryStudies" . "Ontology" . . "Annotation Collection" . "Korpus 19-20MetaPNC" . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Hubar-Kołodziejczyk, Patryk. \"Korpus 19-20MetaPNC.\" ROHub. Nov 14 ,2024. https://w3id.org/ro-id/5930c9e6-8f23-4c8c-9b1b-84d55deaaf00." . . . "raw data" . . . "metadata" . . . "data" . . . "biblio" . . . . . "86599"^^ . "https://api.rohub.org/api/resources/86143851-8706-4b88-b70e-41c184211080/download/" . . "2024-11-14 08:15:28.902820+00:00" . "2024-11-14 08:15:29.775352+00:00" . "image/jpeg" . . "TCO_ontology.jpg" . "2024-11-14 08:15:28.902820+00:00" . . . . . "43938"^^ . "https://api.rohub.org/api/resources/961c69a7-79d1-49ac-8ad2-d5a2e7801d65/download/" . . "2024-11-14 08:15:39.635599+00:00" . "2024-11-14 08:15:40.563302+00:00" . "image/png" . . "Meta_tree.png" . "2024-11-14 08:15:39.635599+00:00" . . . . . "text" . "11.520737327188941" . "7.5" . . "corpus consist" . "20.66905615292712" . "17.3" . . "model" . "3.4285714285714284" . "3.0" . . "consist" . "4.457142857142857" . "3.9" . . "geophysics" . "100.0" . "0.3627100884914398" . . "text" . "9.6" . "8.4" . . "computer code" . "5.371428571428571" . "4.7" . . "literature" . "100.0" . "10.3" . . "computer operations and hardware" . "100.0" . "0.9055352807044983" . . "Linked Open Datum" . "9.216589861751153" . "6.0" . . "Book industry" . "Economy, business and finance/Economic sector/Media/Book industry" . . "after 1815" . . "corpus" . "35.63748079877112" . "23.2" . . "mathematical and computer sciences" . "100.0" . "0.9055352807044983" . . "metadata" . "9.37019969278034" . "6.1" . . "v1.0.1" . "8.141321044546851" . "5.3" . . "corpus" . "27.2" . "23.8" . . "novel" . "4.0" . "3.5" . . "Polish" . "3.7714285714285714" . "3.3" . . "Fiction" . "Arts, culture and entertainment/Arts and entertainment/Literature/Fiction" . . "graph" . "4.457142857142857" . "3.9" . . "code" . "6.912442396313365" . "4.5" . . "earth sciences" . "100.0" . "0.3627100884914398" . . "The repository contains code to download all corpus texts independently." . "27.053140096618357" . "16.8" . . "Instead, the entire corpus is accessible through a knowledge graph in Turtle (.ttl) format, with each text being linked separately." . "30.756843800322063" . "19.1" . . "between 1864 and 1939" . . "time frame" . "4.228571428571429" . "3.7" . . "Following Linked Open Data (LOD) standards, we do not publish the corpus texts in .txt format." . "42.19001610305958" . "26.2" . . "Literature" . "Arts, culture and entertainment/Arts and entertainment/Literature" . . "format" . "19.201228878648234" . "12.5" . . "corpus texts in.txt format" . "44.32497013142174" . "37.1" . . "format" . "22.285714285714285" . "19.5" . . "plot timeframe" . "5.017921146953404" . "4.2" . . "metadata" . "7.085714285714285" . "6.2" . . "repository" . "4.114285714285714" . "3.6" . . "novel corpus" . "24.731182795698924" . "20.7" . . "knowledge graph" . "5.256869772998805" . "4.4" . . "Patryk Hubar-Kołodziejczyk" . . "" . "Meteorology" . . "" . "Applied sciences" . . "" . "Ecology" . . . . . "https://aqicn.org/map/warsaw/pl/" . . "2026-01-15 09:56:50.534689+00:00" . "2026-01-15 10:04:04.245960+00:00" . "Zanieczyszczenie powietrza w Warszawa\nMapa wizualna jakości powietrza w czasie rzeczywistym." . . "Zanieczyszczenie powietrza w Warszawa\nMapa wizualna jakości powietrza w czasie rzeczywistym." . "2026-01-15 09:56:50.534689+00:00" . . . . . "https://iot.warszawa.pl/" . . "2026-01-15 10:02:54.788955+00:00" . "2026-01-15 10:03:23.971993+00:00" . "Indeks Jakości Powietrza\nSprawdź poziom jakości powietrza w swojej okolicy.\nWskaż na mapie stację pomiarową, przejrzyj aktualne informacje o poziomie stężenia zanieczyszczeń i zapoznaj się z zaleceniami dotyczącymi ochrony Twojego zdrowia." . . "Warszawska Platforma IoT" . "2026-01-15 10:02:54.788955+00:00" . . . "ba147b47-b1df-406d-a3cc-bfd9af963ed5" . "POINT (21.007713326253 52.234864715699715)" . . "21.007713326253" . "52.234864715699715" . "POINT (21.007713326253 52.234864715699715)" . . . . . . . . . . . "0"^^ . "https://api.rohub.org/api/ros/d006ed2d-2fa9-438d-b830-a7d4aef81469/crate/download/" . . . "2026-01-15 09:36:30.138049+00:00" . "2026-04-11 03:22:17.313678+00:00" . "2026-01-15 09:36:30.138049+00:00" . "Projekt analizuje jakość powietrza w Warszawie, koncentrując się na wartości stężeń pyłów zawieszonych PM2.5 i PM10 oraz ich wpływie na zdrowie ludzi. W ramach projektu gromadzone są raporty i dane pomiarowe z lokalnych narzędzi monitoringu, a następnie są one porównywane z normami Światowej Organizacji Zdrowia (WHO). Badanie uwzględnia różne dni, pory dnia i miejsca pomiarów na terenie całego miasta Warszawy oraz identyfikuje możliwe przyczyny i skutki przekroczenia dopuszczalnych poziomów zanieczyszczeń." . "application/ld+json" . . . . . "https://w3id.org/ro-id/d006ed2d-2fa9-438d-b830-a7d4aef81469" . "Air Quality" . "Environment" . "Monitoring" . "PM10" . "PM2.5" . "Warsaw" . . "Dataset" . "Jakość powietrza w Warszawie — analiza stężeń PM2.5 i PM10 oraz ich przekroczeń" . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Janek Gębicki" . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "Gębicki, Janek, and Janek Gębicki. \"Jakość powietrza w Warszawie — analiza stężeń PM2.5 i PM10 oraz ich przekroczeń.\" ROHub. Jan 15 ,2026. https://w3id.org/ro-id/d006ed2d-2fa9-438d-b830-a7d4aef81469." . . . . "POINT (21.007713326253 52.234864715699715)" . . . . . . . "biblio" . . . . "data" . . . "raw data" . . . . "metadata" . . . . . "6205"^^ . "https://api.rohub.org/api/resources/25295fee-4813-4aaf-ac4b-fb60c693f3a6/download/" . . "2026-01-15 10:08:30.311996+00:00" . "2026-01-15 10:08:32.429209+00:00" . "Dane symulowane, wygenerowane na potrzeby projektu edukacyjnego. Nie przedstawiają rzeczywistych pomiarów, ale odzwierciedlają realistyczne trendy sezonowe i dobowe jakości powietrza w Warszawie." . "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" . . "Jakość powietrza Warszawa - dane" . "2026-01-15 10:08:30.311996+00:00" . . . . . "364153"^^ . "https://api.rohub.org/api/resources/28481e37-3b7d-463e-aa51-da710e432904/download/" . . "2026-01-15 09:50:01.944724+00:00" . "2026-01-15 09:50:04.071778+00:00" . "Ocena jakości powietrza jest bardzo złożonym zagadnieniem, na które wpływa bardzo wiele\r\nczynników natury środowiskowej jak i antropogenicznej. Aby określić czy, a jeśli tak to, w jaki sposób\r\npandemia przełożyła się na jakość powietrza w Warszawie, należy wyodrębnić główne czynniki,\r\nktóre przyczyniają się do zmian poziomu zanieczyszczenia powietrza." . "application/pdf" . "Air Quality" . "PM2.5" . . "Jakość powietrza - raport COVIDOVY" . "2026-01-15 09:50:01.944724+00:00" . . . . . "36906127"^^ . "https://api.rohub.org/api/resources/98fe4e3c-4b90-4e25-9752-c314a6cb3938/download/" . . "2026-01-15 09:51:41.659860+00:00" . "2026-01-15 09:51:44.977381+00:00" . "Celem niniejszego raportu jest prezentacja danych z pomiarów stężenia pyłu zawieszonego\r\nPM2,5 zebranych w ramach projektu Poszukiwacze Powietrza, zainicjowanego przez\r\nWarszawski Alarm Smogowy przy udziale Partnerów w 2019 r. Jego celem jest upowszechnianie\r\nwiedzy o skali i źródłach zanieczyszczenia powietrza w Warszawie dzięki rozbudowie sieci\r\nobywatelskich czujników smogu Sensor Community (S.C.). Czujniki dokonują pomiarów stężenia\r\npyłu zawieszonego odpowiednio o średnicy nie większej niż 10 i 2,5 mm. Zebrane dane są\r\npublicznie dostępne, pozwalając na lepsze zrozumienie problemu zanieczyszczenia powietrza." . "application/pdf" . "Air Quality" . "PM10" . "PM2.5" . . "ANALIZA\r\nZANIECZYSZCZENIA\r\nPOWIETRZA PYŁEM\r\nZAWIESZONYM PM2,5\r\nW WARSZAWIE\r\nZ WYKORZYSTANIEM\r\nSIECI OBYWATELSKICH\r\nCZUJNIKÓW SMOGU" . "2026-01-15 09:51:41.659860+00:00" . . . . . "43507"^^ . "https://api.rohub.org/api/resources/e3dd7d26-f36f-4a82-b4f0-f8d1f081502c/download/" . . "2026-01-15 09:45:53.134501+00:00" . "2026-01-15 10:04:13.680897+00:00" . "image/jpeg" . . "zanieczyszczenie.jpg" . "2026-01-15 09:45:53.134501+00:00" . . . . . "Key Type Measures" . . . "Aerospace medicine" . . "Space sciences (General)" . . "Geographical Scope" . . . "Identification of risks" . . "Climate Hazard" . . . "Not reported/ Unknown" . . "Astronomy" . . "none" . . "Physical Sciences" . . "Methodology" . . . "Funding" . . . "Life sciences" . . "Physical and Technological" . . "Theoretical and Computational Chemistry" . . "Astronautics" . . "User Needs (RAST)" . . . "Stakeholders" . . . "Physics" . . "Mathematical Sciences" . . "Systemic Literature Review" . . "Portugal" . . "Quantum Physics" . . "Astronautics (General)" . . "Physics (General)" . . "none" . . "IPCC" . . . "Local policy" . . "Mathematical Physics" . . "Policy Scale" . . . "Structural/physical: Ecosystem-based" . . "Knowledge Sector (EEA)" . . . "Climate-ADAPT Adaptation Sectors" . . . "Individuals or citizens" . . "Chemical Sciences" . . "Space sciences" . . "Other Physical Sciences" . . "Climate change mitigation: reducing emissions" . . . "j.gebicki@student.uw.edu.pl" . "Janek Gębicki" . . "" . "Earth sciences" . . "" . "Climatology" . . . . . "https://doi.org/10.5281/zenodo.19112545" . . "2026-03-20 13:30:17.698601+00:00" . "2026-03-20 13:30:20.023982+00:00" . "Floodlevels in increments of 10 cm ranging from 30 cm to 100cm." . . "Hamburg Floodlevels" . "2026-03-20 13:30:17.698601+00:00" . . . . . . . . "0"^^ . "https://api.rohub.org/api/ros/24165a93-ac0d-46ef-98a7-046e6d5a287e/crate/download/" . . "2026-03-20 13:26:33.130248+00:00" . "2026-03-27 10:38:55.226794+00:00" . "2026-03-20 13:26:33.130248+00:00" . "Floodlevels in increments of 10 cm ranging from 30 cm to 100cm." . "application/ld+json" . . . . . "https://w3id.org/ro-id/24165a93-ac0d-46ef-98a7-046e6d5a287e" . "Hamburg" . "flood levels" . "pluvial flood risk" . . "Hamburg Floodlevels" . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "GONZALEZ GUARDIA, ESTEBAN. \"Hamburg Floodlevels.\" ROHub. Mar 20 ,2026. https://w3id.org/ro-id/24165a93-ac0d-46ef-98a7-046e6d5a287e." . . . "biblio" . . . . "data" . . . "metadata" . . . "raw data" . . . . . "Flooding" . . "increase" . "100.0" . "85.1" . . "Key Type Measures" . . . "Data on climate-relate hazards" . . "Local policy" . . "Physics" . . "Water management" . . "Government/ Public Sector" . . "IPCC" . . . "Extreme weather: floods, droughts, heatwaves" . . "Stakeholders" . . . "increment" . "87.18718718718719" . "87.1" . . "Fluid mechanics and thermodynamics" . . "Knowledge Sector (EEA)" . . . "Structural/physical: Engineered and built environments" . . "Climate Hazard" . . . "Climate-ADAPT Adaptation Sectors" . . . "Engineering" . . "National government agencies" . . "User Needs (RAST)" . . . "European Continent" . . "Geographical Scope" . . . "Methodology" . . . "Mathematical Physics" . . "Mathematical Sciences" . . "Physical and Technological" . . "Scenario Analysis" . . "Policy Scale" . . . "Hamburg Floodlevels Floodlevels in increments of 10 cm ranging from 30 cm to 100cm." . "100.0" . "100.0" . . "Hamburg Floodlevels Floodlevels in increment" . "100.0" . "100.0" . . "Funding" . . . "Physics (General)" . . "Other Mathematical Sciences" . . "Hamburg Floodlevels Floodlevels" . "12.812812812812814" . "12.8" . . "ESTEBAN GONZALEZ GUARDIA" . . "" . "Earth sciences" . . . . . "https://doi.org/10.5281/zenodo.19125517" . . "2026-03-21 12:45:25.444387+00:00" . "2026-03-21 12:45:27.225023+00:00" . "Data of the street outlines in the city of Hamburg." . . "Hamburg Street Data" . "2026-03-21 12:45:25.444387+00:00" . . . "8d301d44-989d-4023-99b0-901f53435bb7" . 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"2026-03-21 12:43:13.627334+00:00" . "Data of the street outlines in the city of Hamburg." . "application/ld+json" . . . . . "https://w3id.org/ro-id/1884b780-507e-4447-975c-87b970c5b503" . "pluvial flood risk" . "street data" . . "Hamburg Street Data" . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "GONZALEZ GUARDIA, ESTEBAN. \"Hamburg Street Data.\" ROHub. Mar 21 ,2026. https://w3id.org/ro-id/1884b780-507e-4447-975c-87b970c5b503." . . . "POINT (9.994812011718752 53.57293832648609)" . . . "POLYGON ((9.819030761718752 53.49294782332984, 9.819030761718752 53.63405351645887, 10.206298828125002 53.63405351645887, 10.206298828125002 53.49294782332984, 9.819030761718752 53.49294782332984))" . . . "metadata" . . . . "data" . . . "raw data" . . . "biblio" . . . . . "city of Hamburg" . "35.87174348697395" . "35.8" . . "Geosciences (General)" . . "Data on climate" . . "street" . 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"Knowledge Sector (EEA)" . . . "Policy Scale" . . . "Geographical Scope" . . . "Structural/physical: Engineered and built environments" . . "Engineering" . . "Hamburg" . . . . "Hamburg Street Data Data" . . "outline in the city" . "1.7034068136272547" . "1.7" . . "European Continent" . . "city" . "23.523523523523526" . "23.5" . . "ESTEBAN GONZALEZ GUARDIA" . . "" . "Earth sciences" . . . . . "https://doi.org/10.5281/zenodo.19113146" . . "2026-03-21 12:52:54.126993+00:00" . "2026-03-21 12:52:55.351508+00:00" . "Data on the building level containing the number of inhabitants, the building type and the number of floors for each building. Furthermore, each building is assigned to its Statistical Unit (=Urban District) and the corresponding social vulnerability data." . . "Hamburg: Preprocessed Data on the Building Level" . "2026-03-21 12:52:54.126993+00:00" . . 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Furthermore, each building is assigned to its Statistical Unit (=Urban District) and the corresponding social vulnerability data." . "application/ld+json" . . . . . "https://w3id.org/ro-id/6984727e-5804-4de7-98cf-36068c22c426" . "Hamburg" . "building level" . "pluvial flood risk" . "social vulnerability" . . "Hamburg: Preprocessed Data on the Building Level" . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "https://w3id.org/ro/terms/earth-science#DataCentricResearchObjectTemplate" . "GONZALEZ GUARDIA, ESTEBAN. \"Hamburg: Preprocessed Data on the Building Level.\" ROHub. Mar 21 ,2026. https://w3id.org/ro-id/6984727e-5804-4de7-98cf-36068c22c426." . . . "POLYGON ((9.830017089843752 53.5117346755535, 9.830017089843752 53.63812471860769, 10.128021240234377 53.63812471860769, 10.128021240234377 53.5117346755535, 9.830017089843752 53.5117346755535))" . . . "biblio" . . . . "data" . . . "raw data" . . . "metadata" . . . . . "Mathematical and computer sciences" . . "Structural/physical: Engineered and built environments" . . "Mathematical and computer sciences (general)" . . "building" . "23.508771929824565" . "20.1" . . "Preparing the ground" . . "Methodology" . . . "data on the Building Level Data" . "5.864197530864197" . "5.7" . . "Geosciences" . . "Engineering" . . "vulnerability" . "8.304093567251462" . "7.1" . . "Funding" . . . "data" . "23.21243523316062" . "22.4" . . "Statistics and probability" . . "vulnerability data" . "27.469135802469136" . "26.7" . . "Engineering (General)" . . "Buildings and construction" . . "Climate-ADAPT Adaptation Sectors" . . . "User Needs (RAST)" . . . "Policy Scale" . . . "IPCC" . . . "Climate Hazard" . . . "Buildings" . . "Construction and property" . "Economy, business and finance/Economic sector/Construction and property" . . "building level" . "33.74485596707818" . "32.8" . . "Environmental Sciences" . . "Hamburg" . "10.409356725146198" . "8.9" . . "floor" . "10.673575129533678" . "10.3" . . "Hamburg" . . . . "Statistics" . . "construction industry" . "52.517985611510795" . "7.3" . . "Physical and Technological" . . "Portugal" . . "Stakeholders" . . . "building" . "20.621761658031083" . "19.9" . . "building type" . "23.25102880658436" . "22.6" . . "Hamburg" . "8.290155440414507" . "8.0" . . "Key Type Measures" . . . "Geosciences (General)" . . "Mathematical Sciences" . . "Housing and urban planning policy" . "Politics/Government policy/Interior policy/Housing and urban planning policy" . . "exposure" . "6.943005181347149" . "6.7" . . "Systemic Literature Review" . . "Furthermore, each building is assigned to its Statistical Unit (=Urban District) and the corresponding social vulnerability data." . "46.346346346346344" . "46.3" . . "Regional policy" . . "floor" . "11.345029239766081" . "9.7" . . "statistical unit" . "5.595854922279792" . "5.4" . . "data" . "26.783625730994153" . "22.9" . . "none" . . "Government/ Public Sector" . . "General" . . "Other Environmental Sciences" . . "Hamburg: Preprocessed Data on the Building Level Data on the building level containing the number of inhabitants, the building type and the number of floors for each building." . "53.65365365365365" . "53.6" . . "level" . "11.461988304093568" . "9.8" . . "inhabitant" . "6.113989637305699" . "5.9" . . "Knowledge Sector (EEA)" . . . "number" . "7.6683937823834185" . "7.4" . . "Computer systems" . . "storey" . "10.88082901554404" . "10.5" . . "Geographical Scope" . . . "number of floor" . "9.670781893004115" . "9.4" . . "computer science" . "47.48201438848921" . "6.6" . . "General" . . "number" . "8.187134502923977" . "7.0" . . "National government agencies" . . "ESTEBAN GONZALEZ GUARDIA" . . "" . "Earth sciences" . . "10.13039/501100000780" . "European Commission" . . "10.13039/501100000781" . "European Commission" . . "Elisa Trasatti" . . . . "https://reliance-das.adamplatform.eu/opensearch/datasets?datasetId=EU_CAMS_SURFACE_PM10_G" . . "2021-11-08 16:30:52.813503+00:00" . "2021-11-08 17:06:22.193615+00:00" . . "https://reliance-das.adamplatform.eu/opensearch/datasets?datasetId=EU_CAMS_SURFACE_PM10_G" . "2021-11-08 16:30:52.813503+00:00" . . . . "https://reliance-das.adamplatform.eu/opensearch/search?datasetId=EU_CAMS_SURFACE_PM10_G&startDate=2018-09-01&endDate=2018-09-01" . . "2021-11-08 16:31:25.130170+00:00" . "2021-11-08 17:06:22.296703+00:00" . . "https://reliance-das.adamplatform.eu/opensearch/search?datasetId=EU_CAMS_SURFACE_PM10_G&startDate=2018-09-01&endDate=2018-09-01" . "2021-11-08 16:31:25.130170+00:00" . . . . "https://reliance-das.adamplatform.eu/wcs?service=WCS&Request=GetCoverage&CoverageID=EU_CAMS_SURFACE_PM10_G&subset=unix(2018-09-01,2018-09-01)&format=image/tiff" . . "2021-11-08 16:31:09.076275+00:00" . "2021-11-08 17:06:22.491861+00:00" . . 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"https://w3id.org/ro-id/bcb5cdba-0605-4602-bd60-b59f2701e05b" . . "8th November - Copernicus Atmosphere Monitoring Service Data Cube Research Object - snapshot" . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . "Jose Perez, and Elisa Trasatti. \"8th November - Copernicus Atmosphere Monitoring Service Data Cube Research Object - snapshot.\" ROHub. Nov 08 ,2021. https://doi.org/10.24424/1k12-x394." . . . "ICHB-PAS" . . "Jose Perez" . . . "PSNC" . . . . "73394"^^ . "https://api.rohub.org/api/resources/1f611f7e-a4b7-45de-be8e-d6f0e39d2fde/download/" . . "2021-11-08 16:30:06.553639+00:00" . "2021-11-08 17:06:22.592157+00:00" . "image/png" . . "flow-dcro.png" . "2021-11-08 16:30:06.553639+00:00" . . . "Daily PM10 concentration for 1st September 2018 over Europe" . "Daily PM10 concentration" . . . "This dataset provides daily air quality analyses and forecasts for Europe.\n\nCAMS produces specific daily air quality analyses and forecasts for the European domain at significantly higher spatial resolution (0.1 degrees, approx. 10km) than is available from the global analyses and forecasts. The production is based on an ensemble of nine air quality forecasting systems across Europe. A median ensemble is calculated from individual outputs, since ensemble products yield on average better performance than the individual model products. The spread between the nine models are used to provide an estimate of the forecast uncertainty. The analysis combines model data with observations provided by the European Environment Agency (EEA) into a complete and consistent dataset using various data assimilation techniques depending upon the air-quality forecasting system used. In parallel, air quality forecasts are produced once a day for the next four days. Both the analysis and the forecast are available at hourly time steps at seven height levels.\n\nNote that only nitrogen monoxide, nitrogen dioxide, sulphur dioxide, ozone, PM2.5, PM10 and dust are regularly validated against in situ observations, and therefore forecasts of all other variables are unvalidated and should be considered experimental." . "EU_CAMS_SURFACE_PM10_G" . . . "Flow to compute monthly map" . . . "Jupyter Notebook for discovering, accessing and processing RELIANCE data cube, and creating a Research Object with results, and finally publish it in Zenodo" . "Jupter Notebook of CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services" . . . "List of hourly PM10 concentration data for September 1st 2018 over Europe" . "Index of daily PM10 concentration for September 1st 2018" . . . . . "research object" . "83.11557788944724" . "82.7" . . "map" . "17.05639614855571" . "12.4" . . "PM10" . "13.541666666666666" . "13.0" . . 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"https://w3id.org/ro-id/9e533d0d-b1de-4b0d-9dd8-14d136aacea5" . . "Analysis of MOD_Aqua mass concentration chlorophyll concentration in sea water" . "MANUAL" . "https://w3id.org/ro-id/0db12483-1d72-4ec5-8f43-7244a0ef5cb5" . "https://w3id.org/ro-id/3e602429-165b-4c38-821b-b185c2d19566" . "https://w3id.org/ro-id/95d3e2f1-2706-446e-a12f-00e5f22e43aa" . "https://w3id.org/ro-id/a6cca92d-f385-4230-a0e1-881e29db8601" . "https://w3id.org/ro-id/34fd419d-c014-4140-b4a8-92a58fe19b07" . "https://w3id.org/ro-id/b925e277-dafb-48da-b69b-443ee492e971" . "https://w3id.org/ro-id/02d44787-a55c-4dc5-8968-38360eb4712c" . "https://w3id.org/ro-id/033fe89c-7935-4136-94ab-bc6b8e4631fb" . "https://w3id.org/ro-id/2280c53a-ef9b-4fd6-ad25-331b51fd21ce" . "https://w3id.org/ro-id/9f1673cc-ed44-43c0-a513-13baff083467" . "https://w3id.org/ro-id/bb654c5f-afb3-4284-a3ae-7e0eada02b24" . "https://w3id.org/ro-id/c9755e58-000b-4ff3-9ac0-e5c8a600f8ee" . "https://w3id.org/ro-id/e5495369-d48b-4536-bee2-676a5ed66a7f" . 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"https://w3id.org/ro-id/0869e396-3733-4aff-8fb2-94c8937b28aa" . "Adriatic Sea" . "Biogeochemistry" . "inorganic nutrients" . "lockdown impact" . "marine platform" . . "Research Object" . "Snapshot 2021 study case: Lockdown impacts on the Northern Adriatic Sea at selected site: AcquaAlta Platform Water quality" . . . "MANUAL" . . "https://w3id.org/ro-id/32364e73-ae45-4c01-a14a-bc51e70320d5" . "https://w3id.org/ro-id/de6cb8e6-8634-4db9-9d89-3de77159038a" . "https://w3id.org/ro-id/081c77a2-2454-4a9d-bf06-ba5ee57ac30f" . "https://w3id.org/ro-id/5cdf50db-4c51-4498-9100-209eebb8fc94" . "https://w3id.org/ro-id/04c5003a-5357-4cbd-81d2-2027c870062c" . "https://w3id.org/ro-id/186ce286-667e-4048-afd6-37115e55a749" . "https://w3id.org/ro-id/21ee4901-d22c-47d6-99d7-26db44dae53d" . "https://w3id.org/ro-id/3a8bd7a3-3845-4f8d-9702-9c021a451812" . "https://w3id.org/ro-id/4fb2baef-3923-4609-9fc8-4de57885bf4b" . "https://w3id.org/ro-id/7b02f0ce-4765-43ab-aa20-41d165264a86" . "https://w3id.org/ro-id/7c6c4ba8-875e-4403-93e3-4154b66d97b3" . "https://w3id.org/ro-id/87c08759-3c26-4ff0-8327-d2842c4bb5ef" . "https://w3id.org/ro-id/ac088099-0316-403c-bbe8-271e9cec491e" . "https://w3id.org/ro-id/c6c2224d-2b1d-434e-bcf0-ea556d3dcb50" . "https://w3id.org/ro-id/dbca260c-e9f1-4cd4-b5da-3d4f74708ce1" . "https://w3id.org/ro-id/0d32d2db-ea94-4733-aa43-fb079fb997d1" . "https://w3id.org/ro-id/7f13e266-3c8e-4bbb-a4d0-4576f222927d" . "https://w3id.org/ro-id/35020f27-6e26-4a1b-84e4-ef25c652158c" . "https://w3id.org/ro-id/50b46e80-e71d-4772-83b7-8a5ea277b052" . "https://w3id.org/ro-id/185f2270-805a-4669-bb44-830bee256947" . "https://w3id.org/ro-id/75a11d78-b8e5-41f0-a8d8-de167380dff9" . "https://w3id.org/ro-id/7e3d3c52-6921-4ab1-b486-ae86b5d9cf05" . "https://w3id.org/ro-id/9d236df1-a6ef-4bd1-85a3-0f4a88675bf6" . "https://w3id.org/ro-id/b3e44687-2358-497d-8fb4-478467ea19a8" . "https://w3id.org/ro-id/e11ad585-3fb3-4399-9d94-839faf7fb8a0" . "https://w3id.org/ro-id/f771803a-7ae9-43f8-8c15-41b214fec39c" . "https://w3id.org/ro-id/4684e0f2-d68e-4ca9-97d8-fb71e6ffb984" . "https://w3id.org/ro-id/919b433d-808c-4b6d-a635-2e4197524edc" . "https://w3id.org/ro-id/3294b71f-7f2d-41c1-a42a-61a33dd0ed98" . "https://w3id.org/ro-id/6be9833b-436d-4998-adf3-541da8dd9c03" . "https://w3id.org/ro-id/99970636-75e9-4088-a200-6ff7de907159" . "https://w3id.org/ro-id/a131b587-56fe-48ea-a938-d9009236b975" . "https://w3id.org/ro-id/c23b36ca-c91c-4a5f-8a8c-759d21d9cc67" . "https://w3id.org/ro-id/1cd3ffb4-ad25-4b0e-ac58-66c6d300234c" . "https://w3id.org/ro-id/a1cdf83b-c6cf-43e8-8ebd-0dbef6a88205" . "https://w3id.org/ro-id/638d85ed-0513-4a62-9dd8-a8e5ce7ba5eb" . "Belgacem, Malek, Mauro Bastianini, and Jacopo Chiggiato. \"Snapshot 2021 study case: Lockdown impacts on the Northern Adriatic Sea at selected site: AcquaAlta Platform Water quality.\" ROHub. Nov 29 ,2021. https://w3id.org/ro-id/0869e396-3733-4aff-8fb2-94c8937b28aa." . . . "POLYGON ((11.762694865465166 44.67038775819365, 11.762694865465166 45.60037251154824, 13.618163913488388 45.60037251154824, 13.618163913488388 44.67038775819365, 11.762694865465166 44.67038775819365))" . . . . . . . "Output" . . . . . . "Dataset" . . . . "Jupyter_tool" . . . . "26131"^^ . "https://api.rohub.org/api/resources/1b950828-28e0-4725-abcb-73f33d0bf32e/download/" . . "2021-12-22 14:05:23.636780+00:00" . "2021-12-22 14:05:23.638961+00:00" . "image/png" . . "NO3_change_obsvspred2020.png" . "2021-12-22 14:05:23.636780+00:00" . . . . . "1049814"^^ . "https://api.rohub.org/api/resources/28208669-c1ef-475e-85ac-8114691c154d/download/" . . "2023-06-09 11:33:24.938835+00:00" . "2023-06-09 11:33:25.669288+00:00" . "image/png" . . "reliance deliv dec2021.png" . "2023-06-09 11:33:24.938835+00:00" . . . . "41569"^^ . "https://api.rohub.org/api/resources/32f66214-fac2-44b8-af57-559916593747/download/" . . "2021-12-22 14:06:14.381079+00:00" . "2021-12-22 14:06:44.434429+00:00" . "image/png" . . "NO3_ts_ptf_decompose.png" . "2021-12-22 14:06:14.381079+00:00" . . . . "55841"^^ . "https://api.rohub.org/api/resources/548ed54f-2d96-4e0c-9633-cbb22a04fd20/download/" . . "2021-12-22 14:06:01.775038+00:00" . "2021-12-22 14:06:01.777430+00:00" . "image/png" . . "NO3_predict_obsvspred2020vs20092019.png" . "2021-12-22 14:06:01.775038+00:00" . . . . "49353"^^ . "https://api.rohub.org/api/resources/aa6894c2-5c4d-4c39-817b-d63fb155141d/download/" . . "2021-12-22 14:05:43.603856+00:00" . "2021-12-22 14:05:43.605820+00:00" . "image/png" . . "NO3_predict_obsvspred2020.png" . "2021-12-22 14:05:43.603856+00:00" . . . . "296189"^^ . "https://api.rohub.org/api/resources/d87d7c73-70c4-4243-9f8b-1b22ad5f4338/download/" . . "2021-12-22 12:23:51.989470+00:00" . "2021-12-22 12:23:51.990626+00:00" . "image/jpeg" . . "Study area" . "2021-12-22 12:23:51.989470+00:00" . . . . . "88174"^^ . "https://api.rohub.org/api/resources/eaee63ca-aaa5-46eb-8b8a-0d696d1340e9/download/" . . "2022-07-15 16:29:07.183540+00:00" . "2023-06-22 10:56:15.115165+00:00" . . "image.jfif" . "2022-07-15 16:29:07.183540+00:00" . . . . . "444613"^^ . "https://api.rohub.org/api/resources/fad0f0b1-a385-40df-8698-a1e61df13161/download/" . . "2021-12-15 15:16:09.372184+00:00" . "2021-12-15 15:16:09.373777+00:00" . "image/png" . . "RO workflow" . "2021-12-15 15:16:09.372184+00:00" . . . . . "environmental sciences" . "100.0" . "0.5102767944335938" . . "Gulf of Venice" . "8.92018779342723" . "7.6" . . "Gulf of Venice" . "7.075962539021853" . "6.8" . . "Snapshot 2021 study case: Lockdown impacts on the Northern Adriatic Sea at selected site: AcquaAlta Platform Water quality." . "33.83383383383383" . "33.8" . . "snapshot" . "4.474505723204995" . "4.3" . . "hydrography" . "39.42307692307692" . "4.1" . . "northern Adriatic Sea" . "17.122473246135556" . "14.4" . . "Crime" . "Crime, law and justice/Crime" . . "machine learning" . "6.76378772112383" . "6.5" . . "geophysics" . "100.0" . "0.33035168051719666" . . "Adriatic Sea" . "25.390218522372532" . "24.4" . . "IT-computer sciences" . "Science and technology/Technology and engineering/IT-computer sciences" . . "Gulf of Venice" . . . "2021" . . "case of the Gulf of Venice" . "7.134363852556481" . "6.0" . . "machine learning" . "8.685446009389672" . "7.4" . . "lockdown" . "23.621227887617067" . "22.7" . . "impact" . "6.139438085327784" . "5.9" . . "project" . "7.15962441314554" . "6.1" . . "environmental science and management" . "100.0" . "0.5102767944335938" . . "project" . "6.243496357960458" . "6.0" . . "geosciences" . "100.0" . "0.33035168051719666" . . "machine learning model" . "17.954815695600477" . "15.1" . . "impact" . "7.511737089201878" . "6.4" . . "snapshot project http" . "39.00118906064209" . "32.8" . . "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." . "66.16616616616616" . "66.1" . . "site" . "3.121748178980229" . "3.0" . . "Adriatic Sea" . "28.990610328638496" . "24.7" . . "lockdown impact" . "18.7871581450654" . "15.8" . . "http" . "8.844953173777316" . "8.5" . . "Synoptic Assessment of Human Pressures on key Mediterranean Hot Spots\nThe SNAPSHOT project contributes to the informed public debate trying to answer the above questions through an observation campaign involving scientists and citizens with the commo" . "jacopo.chiggiato@ismar.cnr.it" . "SNAPSHOT: the pandemic and post-pandemic marine environment at a glance" . "http://www.bluemed-initiative.eu/snapshot/" . . "snapshot" . "3.433922996878252" . "3.3" . . "computer science" . "60.57692307692309" . "6.3" . . "http" . "10.798122065727698" . "9.2" . . "lockdown" . "27.934272300469484" . "23.8" . . . . . "https://zenodo.org/record/3516717#.YboDGWjMI2x" . . "2022-11-29 16:06:59.179645+00:00" . "2022-11-29 16:07:01.609968+00:00" . "The present database contains observations for 22 parameters of abiotic, phyto and zooplankton data collected in the Northern Adriatic Sea region (Italy). It relies on a Comma Separated Values file and it is composed by 108687 records. Due to its long temporal coverage, it is classifiable as Long Term Ecological data. Due to the long temporal coverage, the great part of parameters changed collection and analysis method in time. These variations are reported in the database. A long term database can be useful for multiple purposes. This database has been released under a research project focused on Open Science principles application to marine ecology." . . "Dataset source" . "2022-11-29 16:06:59.179645+00:00" . . "direttore@ismar.cnr.it" . "CNR-ISMAR" . . "CNR-ISMAR" . "jacopo.chiggiato@ismar.cnr.it" . "Jacopo Chiggiato" . . "CNR-ISMAR" . "mauro.bastianini@ismar.cnr.it" . "Mauro Bastianini" . . "service-account-enrichment" . . "" . "Geology" . . "" . "Applied sciences" . . "" . "Earth sciences" . . "" . "Ecology" . . . "giorgio.castellan@bo.ismar.cnr.it" . "Giorgio Castellan" . "0000-0001-6084-1504" . . "CNR-ISMAR" . "malek.belgacem@ve.ismar.cnr.it" . "Malek Belgacem" . "0000-0003-0745-4155" . . "geosciences" . "100.0" . "0.4974074065685272" . . "concentrations in seawater" . "22.285067873303166" . "19.7" . . "Spatial and temporal distribution of Cold Water Corals (CWC) in the Mediterranean Sea - Data." . "42.24224224224224" . "42.2" . . "distribution" . "10.340314136125654" . "7.9" . . . "7ce41391-7238-4cff-811b-cbd4c074e2d8" . "POLYGON ((-10.265629291534426 29.22888417844566, -10.265629291534426 46.12198587773459, 38.812497854232795 46.12198587773459, 38.812497854232795 29.22888417844566, -10.265629291534426 29.22888417844566))" . . "POLYGON ((-10.265629291534426 29.22888417844566, -10.265629291534426 46.12198587773459, 38.812497854232795 46.12198587773459, 38.812497854232795 29.22888417844566, -10.265629291534426 29.22888417844566))" . "-10.265629291534426 29.22888417844566, -10.265629291534426 46.12198587773459, 38.812497854232795 46.12198587773459, 38.812497854232795 29.22888417844566, -10.265629291534426 29.22888417844566" . . "service-account-enrichment" . . . . . . . . . . . . . . "163620"^^ . "https://api.rohub.org/api/ros/1c87c3d6-46f0-4bfe-bc73-88282fb8c3c5/crate/download/" . . . . "2021-12-07 15:20:52.205188+00:00" . "2025-03-05 01:19:13.509426+00:00" . "2021-12-07 15:20:52.205188+00:00" . "Data on temperature, salinity, dissolved oxygen, pH, and nutrient concentrations in seawater used to explore how environmental variables influence the distribution of CWC in the Mediterranean Sea" . "application/ld+json" . . . "https://w3id.org/ro-id/1c87c3d6-46f0-4bfe-bc73-88282fb8c3c5" . "MediterraneanSea" . "ResearchProject" . "SeaMonitoring" . . "Spatial and temporal distribution of Cold Water Corals (CWC) in the Mediterranean Sea - Data" . . "MANUAL" . "https://w3id.org/ro-id/1c87c3d6-46f0-4bfe-bc73-88282fb8c3c5/3ebad49a-f8d8-4dce-9b9a-9f6e27cd5106" . "https://w3id.org/ro-id/f9cd2ada-3259-4b76-b78f-27d117798018" . "https://w3id.org/ro-id/eb8c6e5f-abba-4bd0-adb2-7b68c6fe21d9" . "https://w3id.org/ro-id/1b203cf0-20a3-4696-9581-d6c43d88bcf7" . "https://w3id.org/ro-id/2484625e-7f31-48c9-97b2-d26dc38f75aa" . "https://w3id.org/ro-id/2c06d311-7204-4595-bf4a-6b56897adf72" . "https://w3id.org/ro-id/2e99157b-d1de-4959-ba0b-2e549e045edf" . "https://w3id.org/ro-id/432f04ac-dd43-4c14-abbf-c9ae57c765b6" . "https://w3id.org/ro-id/a9538610-68ae-451c-bc7d-560f17078a3d" . "https://w3id.org/ro-id/b58da8e5-7398-4627-9119-97124ac0e93a" . "https://w3id.org/ro-id/c178a52b-5691-4812-a757-783016e57ab2" . "https://w3id.org/ro-id/fec59027-5488-4d8b-abbd-3ee2c526e1c9" . "https://w3id.org/ro-id/851af502-a5ea-4aaf-bca8-85c20b70a773" . "https://w3id.org/ro-id/a6bbb46e-3b81-4b38-8ca8-d0bb1ce8c772" . "https://w3id.org/ro-id/437a80c8-c002-4cbf-8e41-a2b675c3c47c" . "https://w3id.org/ro-id/9d533f05-d7e2-4dbb-b4d6-33983ac155d3" . "https://w3id.org/ro-id/1d1c0aef-740f-4ba4-bf7e-0cff00e317ea" . "https://w3id.org/ro-id/3fa367c5-3f3e-4ba8-bee4-d3fe054485b0" . "https://w3id.org/ro-id/45c39300-6165-4ae7-8a22-c73be6cad966" . "https://w3id.org/ro-id/5f5968b3-478b-420b-a827-a3c953c3ca57" . "https://w3id.org/ro-id/6690fbf2-b62b-4ad9-96b0-73382001b959" . "https://w3id.org/ro-id/a01f9ba2-684a-4133-8870-fc9c756538f0" . "https://w3id.org/ro-id/ae3a4178-a3fa-48c1-83b3-b5b0f67752c6" . "https://w3id.org/ro-id/01fb6ffe-0f0e-49c4-b575-2c1f86aeb1ff" . "https://w3id.org/ro-id/a74077ed-f9f0-4410-95c5-5629cac76b3f" . "https://w3id.org/ro-id/0678163f-e370-4fc2-a839-7142301e3b6c" . "https://w3id.org/ro-id/3356e64a-99ee-4770-a248-3cf3d24adeb4" . "https://w3id.org/ro-id/38ab2e3f-9e8e-41b8-9cd0-9360880b5ce0" . "https://w3id.org/ro-id/9824b34e-5944-4bd6-9bae-abac9dc046ca" . "https://w3id.org/ro-id/be906dbc-5d30-4da1-b93b-6a5c63d51730" . "https://w3id.org/ro-id/1a06e5e7-3b5a-46d8-bd1f-0fc6d0659384" . "https://w3id.org/ro-id/20867b26-5388-4fe9-88ab-2a5b6c9335c5" . "Paolo Montagna, Jacopo Chiggiato, Giorgio Castellan, and Malek Belgacem. \"Spatial and temporal distribution of Cold Water Corals (CWC) in the Mediterranean Sea - Data.\" ROHub. Dec 07 ,2021. https://w3id.org/ro-id/1c87c3d6-46f0-4bfe-bc73-88282fb8c3c5." . . . "POLYGON ((-10.265629291534426 29.22888417844566, -10.265629291534426 46.12198587773459, 38.812497854232795 46.12198587773459, 38.812497854232795 29.22888417844566, -10.265629291534426 29.22888417844566))" . . . "data input" . . "data" . . . . . "30306"^^ . "https://api.rohub.org/api/resources/3dedb472-6ac3-4ca9-9530-7e7c745a10b8/download/" . . "2023-06-22 07:48:36.686799+00:00" . "2023-06-22 07:58:20.937783+00:00" . "Location and description of living Mediterranean CWC ecosystems" . "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" . . "Living location of Mediterranean CWC" . "2023-06-22 07:48:36.686799+00:00" . . . . . "145169"^^ . "https://api.rohub.org/api/resources/f2d36cb2-2662-499e-9130-171e4b904c8f/download/" . . "2023-06-22 07:40:08.037639+00:00" . "2023-06-22 07:40:08.549408+00:00" . "image/jpeg" . . "cwc_med.jpg" . "2023-06-22 07:40:08.037639+00:00" . . . . . "data" . "14.558823529411764" . "9.9" . . "Data on temperature, salinity, dissolved oxygen, pH, and nutrient concentrations in seawater used to explore how environmental variables influence the distribution of CWC in the Mediterranean Sea" . "57.75775775775775" . "57.7" . . "pH" . "8.507853403141361" . "6.5" . . "variable" . "10.471204188481675" . "8.0" . . "Mediterranean Sea" . "16.8848167539267" . "12.9" . . "environmental variable" . "11.877828054298641" . "10.5" . . "distribution of Cold Water Corals" . "39.59276018099547" . "35.0" . . "variable" . "12.205882352941178" . "8.3" . . "information" . "13.089005235602093" . "10.0" . . "Jewellery" . "Arts, culture and entertainment/Arts and entertainment/Fashion/Jewellery" . . "Cold Water Coral" . "17.352941176470587" . "11.8" . . "Mediterranean Sea" . "19.11764705882353" . "13.0" . . "concentration" . "13.52941176470588" . "9.2" . . "earth sciences" . "100.0" . "0.9809685945510864" . . "data on temperature" . "7.466063348416289" . "6.6" . . "Animal" . "Human interest/Animal" . . "salinity" . "11.470588235294118" . "7.8" . . "oceanography" . "100.0" . "0.9809685945510864" . . "geophysics" . "100.0" . "0.4974074065685272" . . "salinity" . "10.078534031413612" . "7.7" . . "distribution" . "11.764705882352942" . "8.0" . . "temperature" . "8.900523560209423" . "6.8" . . "nutrient concentration" . "18.778280542986426" . "16.6" . . "salt water" . "9.947643979057592" . "7.6" . . "Mediterranean Sea" . "https://www.wikidata.org/wiki/Q4918" . . "chemistry" . "100.0" . "15.9" . . "concentration" . "11.780104712041885" . "9.0" . . "direttore@ismar.cnr.it" . "CNR-ISMAR" . . "CNR-ISMAR" . "jacopo.chiggiato@ismar.cnr.it" . "Jacopo Chiggiato" . . "paolo.montagna@cnr.it" . "Paolo Montagna" . . "" . "Optics" . . "" . "Physical sciences" . . "" . "Applied sciences" . . "" . "Earth sciences" . . "Giorgio Castellan" . . . "POLYGON ((12.002563476562502 45.54098421805078, 12.123413085937502 44.146739625584985, 14.221801757812502 45.174292524076726, 13.9306640625 45.80199916666154, 12.952880859375002 45.84410779560204, 12.002563476562502 45.54098421805078))" . . . "d5e5335a-ae75-40ba-8f43-ac9aca05c92d" . "POLYGON ((12.002563476562502 45.54098421805078, 12.123413085937502 44.146739625584985, 14.221801757812502 45.174292524076726, 13.9306640625 45.80199916666154, 12.952880859375002 45.84410779560204, 12.002563476562502 45.54098421805078))" . . 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"Satellite data on water clarity in the Venice Lagoon during the COVID 19 lockdown" . "MANUAL" . "Venice" . "absorption coefficient" . "chlorophyll a" . "clarity" . "water" . "earth sciences" . "Nanotechnology" . "Satellite technology" . "Venice Lagoon" . "Venice" . "attenuation coefficient" . "chlorophyll a" . "clarity" . "satellite data" . "water" . "geosciences" . "Venice Lagoon during the COVID 19 lockdown" . "Venice Venice Lagoon" . "diffuse attenuation coefficient" . "satellite data on chlorophyll a" . "satellite data on water clarity" . "Satellite Data on Chlorophyll-a and diffuse attenuation coefficient at 490 nm (Kd490) for the Venice Lagoon" . "Satellite data on water clarity in the Venice Lagoon during the COVID 19 lockdown." . "https://w3id.org/ro-id/894d3a33-8340-497d-beaf-5b9d85c9bfc7/01ac8fa1-202d-44dc-aeca-189b3b2603cb" . "Venice" . "Castellan, Giorgio. \"Satellite data on water clarity in the Venice Lagoon during the COVID 19 lockdown.\" ROHub. Dec 07 ,2021. https://w3id.org/ro-id/894d3a33-8340-497d-beaf-5b9d85c9bfc7." . . . . . "29487"^^ . "https://api.rohub.org/api/resources/4735e2cd-a746-455e-bf0d-02022be56eca/download/" . . "2021-12-13 15:48:13.309224+00:00" . "2021-12-13 15:48:13.310234+00:00" . "Satelite data on Chl-a for the Venice Lagoon" . "application/zip" . . "Satelite data on Chl-a for the Venice Lagoon" . "2021-12-13 15:48:13.309224+00:00" . . . . . "70005"^^ . "https://api.rohub.org/api/resources/629e9125-130e-4742-b32b-6eaf05fec072/download/" . . "2021-12-14 08:57:52.941298+00:00" . "2021-12-14 08:57:52.942495+00:00" . "image/png" . . "Diffuse attenuation coefficient at 490 nm (Kd490) for north Adriatic Sea in 2018" . "2021-12-14 08:57:52.941298+00:00" . . . . . "23937"^^ . "https://api.rohub.org/api/resources/982e29d3-e27c-4a2d-ba63-d0edeade9a48/download/" . . "2021-12-13 15:47:41.772362+00:00" . "2021-12-13 15:47:41.774296+00:00" . "Satellite data on Kd490for the Venice Lagoon" . "application/zip" . . "Satellite data on Kd490 for the Venice Lagoon" . "2021-12-13 15:47:41.772362+00:00" . . . . . "" . "Earth sciences" . . "published v1" . . "monthly map of PM10" . . "Copernicus Atmosphere Monitoring Service Data Cube Ro" . . "country" . . "map" . . "Ro" . . "monthly map" . . "map of PM10" . . "PCSS" . "example3@hotmail.com" . "Pepito Bato" . "0000-0002-8316-3192" . . "UNO-Recoletos" . "npepito@hotmail.com" . "Nieves Pepito" . "0000-0003-3784-6651" . . . "office@man.poznan.pl" . "025cj6e44" . "Poznan Supercomputing and Networking Center" . . . . "POINT (38.0 38.0)" . . . "38.0" . "38.0" . "POINT (38.0 38.0)" . . . "eb1c7b49-7116-4587-aced-c1a1210cbb1d" . "POINT (38.0 38.0)" . . "service-account-enrichment" . . . . . . "False" . "https://w3id.org/ro-id/9177a694-e747-4d7f-ae7e-87672850e0ec" . "2021-12-08 22:01:26.136904+00:00" . "mailto:rpalma@man.poznan.pl" . . . . . "86656"^^ . "https://api.rohub.org/api/ros/abebc0e7-87b6-4ed5-8a0e-9b71dc30e333/crate/download/" . . . . "2021-12-08 21:40:02.447472+00:00" . "2024-03-05 12:17:25.502621+00:00" . "2021-12-08 21:40:02.447472+00:00" . "This Research Object demonstrate how to compute monthly map of PM10 over your country - modified" . "application/ld+json" . . . . . . . . . . "https://w3id.org/ro-id/abebc0e7-87b6-4ed5-8a0e-9b71dc30e333" . . "8th December - Copernicus Atmosphere Monitoring Service Data Cube Research Object - snapshot" . "Copernicus Atmosphere Monitoring Service Data Cube RO December 8th - published v1" . . "MANUAL" . "https://w3id.org/ro-id/abebc0e7-87b6-4ed5-8a0e-9b71dc30e333/df4db37c-7304-430d-b08e-ba41cdc33e9e" . "Anne Foilloux, Nieves Pepito, and Pepito Bato. \"Copernicus Atmosphere Monitoring Service Data Cube RO December 8th - published v1.\" ROHub. Dec 08 ,2021. https://doi.org/10.24424/fehe-jb26." . . . "metadata" . . . "data" . . . . "biblio" . . . "raw data" . . . . "https://reliance-das.adamplatform.eu/opensearch/search?datasetId=EU_CAMS_SURFACE_PM10_G&startDate=2018-09-01&endDate=2018-09-01" . . "2021-12-08 21:44:49.477592+00:00" . "2021-12-08 22:01:19.894769+00:00" . . "https://reliance-das.adamplatform.eu/opensearch/search?datasetId=EU_CAMS_SURFACE_PM10_G&startDate=2018-09-01&endDate=2018-09-01" . "2021-12-08 21:44:49.477592+00:00" . . . "Flow to compute monthly map" . . . . "73394"^^ . "https://api.rohub.org/api/resources/25e31ee1-9f77-40d0-a4c3-5bef88b9adc3/download/" . . "2021-12-08 21:44:36.949407+00:00" . "2021-12-08 22:01:19.428175+00:00" . "image/png" . . "flow-dcro.png" . "2021-12-08 21:44:36.949407+00:00" . . . "This dataset provides daily air quality analyses and forecasts for Europe.\n\nCAMS produces specific daily air quality analyses and forecasts for the European domain at significantly higher spatial resolution (0.1 degrees, approx. 10km) than is available from the global analyses and forecasts. The production is based on an ensemble of nine air quality forecasting systems across Europe. A median ensemble is calculated from individual outputs, since ensemble products yield on average better performance than the individual model products. The spread between the nine models are used to provide an estimate of the forecast uncertainty. The analysis combines model data with observations provided by the European Environment Agency (EEA) into a complete and consistent dataset using various data assimilation techniques depending upon the air-quality forecasting system used. In parallel, air quality forecasts are produced once a day for the next four days. Both the analysis and the forecast are available at hourly time steps at seven height levels.\n\nNote that only nitrogen monoxide, nitrogen dioxide, sulphur dioxide, ozone, PM2.5, PM10 and dust are regularly validated against in situ observations, and therefore forecasts of all other variables are unvalidated and should be considered experimental." . "EU_CAMS_SURFACE_PM10_G" . . . . "https://reliance-das.adamplatform.eu/opensearch/datasets?datasetId=EU_CAMS_SURFACE_PM10_G" . . "2021-12-08 21:44:42.801819+00:00" . "2021-12-08 22:01:19.788776+00:00" . . "https://reliance-das.adamplatform.eu/opensearch/datasets?datasetId=EU_CAMS_SURFACE_PM10_G" . "2021-12-08 21:44:42.801819+00:00" . . . . "https://reliance-das.adamplatform.eu/wcs?service=WCS&Request=GetCoverage&CoverageID=EU_CAMS_SURFACE_PM10_G&subset=unix(2018-09-01,2018-09-01)&format=image/tiff" . . "2021-12-08 21:44:46.533341+00:00" . "2021-12-08 22:01:20.217111+00:00" . . "https://reliance-das.adamplatform.eu/wcs?service=WCS&Request=GetCoverage&CoverageID=EU_CAMS_SURFACE_PM10_G&subset=unix(2018-09-01,2018-09-01)&format=image/tiff" . "2021-12-08 21:44:46.533341+00:00" . . . "List of hourly PM10 concentration data for September 1st 2018 over Europe" . "Index of daily PM10 concentration for September 1st 2018" . . . "Catch data records sample from 2019" . "Catch data from Norway" . . . . "https://zenodo.org/record/5554786/files/RELIANCE-Datacube-featuring-EOSC_v0.2.ipynb" . . "2021-12-08 21:44:52.711669+00:00" . "2023-05-16 16:52:12.400121+00:00" . . "https://zenodo.org/record/5554786/files/RELIANCE-Datacube-featuring-EOSC_v0.2.ipynb" . "2021-12-08 21:44:52.711669+00:00" . . . "Daily PM10 concentration for 1st September 2018 over Europe" . "Daily PM10 concentration" . . . . "https://box.psnc.pl/f/d90a0e1e0d/?raw=1" . . "2021-12-08 21:44:55.989277+00:00" . "2021-12-08 22:01:19.992473+00:00" . . "https://box.psnc.pl/f/d90a0e1e0d/?raw=1" . "2021-12-08 21:44:55.989277+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" . "Jupter Notebook of CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services" . . . . . "Nordic e-Infrastructure Collaboration (NeIC)" . "annefou@geo.uio.no" . "Anne Fouilloux" . . "neworg1@example.org" . "abcd123" . "Example Org 1" . . "" . "Earth sciences" . . "published v2" . . "monthly map of PM10" . . "Copernicus Atmosphere Monitoring Service Data Cube Ro" . . "country" . . "map" . . "Ro" . . "monthly map" . . "map of PM10" . . "PCSS" . "example3@hotmail.com" . "Pepito Bato" . "0000-0002-8316-3192" . . "UNO-Recoletos" . "npepito@hotmail.com" . "Nieves Pepito" . "0000-0003-3784-6651" . . . "office@man.poznan.pl" . "025cj6e44" . "Poznan Supercomputing and Networking Center" . . . . "POINT (38.0 38.0)" . . . "38.0" . "38.0" . "POINT (38.0 38.0)" . . . "6aa2b88b-ca50-4d9b-81fb-b18cf3b25d74" . "POINT (38.0 38.0)" . . "service-account-enrichment" . . . . . . "False" . "https://w3id.org/ro-id/9177a694-e747-4d7f-ae7e-87672850e0ec" . "2021-12-08 22:04:49.342182+00:00" . "mailto:rpalma@man.poznan.pl" . . . . . "86622"^^ . "https://api.rohub.org/api/ros/c737f695-6715-4916-8bef-8fc0ce879760/crate/download/" . . . . "2021-12-08 21:40:02.447472+00:00" . "2024-03-05 12:17:25.629746+00:00" . "2021-12-08 21:40:02.447472+00:00" . "This Research Object demonstrate how to compute monthly map of PM10 over your country - modified" . "application/ld+json" . . . . . . . . . . "https://w3id.org/ro-id/c737f695-6715-4916-8bef-8fc0ce879760" . . "8th December - Copernicus Atmosphere Monitoring Service Data Cube Research Object - snapshot" . "Copernicus Atmosphere Monitoring Service Data Cube RO December 8th - published v2" . . "MANUAL" . "https://w3id.org/ro-id/c737f695-6715-4916-8bef-8fc0ce879760/df4db37c-7304-430d-b08e-ba41cdc33e9e" . "Anne Foilloux, Nieves Pepito, and Pepito Bato. \"Copernicus Atmosphere Monitoring Service Data Cube RO December 8th - published v2.\" ROHub. Dec 08 ,2021. http://doi.org/10.23728/b2share.3c82435c669b49fcaa5541b465e055fa." . . . . "biblio" . . . "data" . . . "raw data" . . . "metadata" . . . . "https://box.psnc.pl/f/d90a0e1e0d/?raw=1" . . "2021-12-08 21:44:55.989277+00:00" . "2021-12-08 22:04:44.732746+00:00" . . "https://box.psnc.pl/f/d90a0e1e0d/?raw=1" . "2021-12-08 21:44:55.989277+00:00" . . . "Flow to compute monthly map" . . . . "https://reliance-das.adamplatform.eu/opensearch/datasets?datasetId=EU_CAMS_SURFACE_PM10_G" . . "2021-12-08 21:44:42.801819+00:00" . "2021-12-08 22:04:44.543287+00:00" . . "https://reliance-das.adamplatform.eu/opensearch/datasets?datasetId=EU_CAMS_SURFACE_PM10_G" . "2021-12-08 21:44:42.801819+00:00" . . . . "73394"^^ . "https://api.rohub.org/api/resources/287efd15-0bd1-474d-88c2-4542e1393d8d/download/" . . "2021-12-08 21:44:36.949407+00:00" . "2021-12-08 22:04:44.160524+00:00" . "image/png" . . "flow-dcro.png" . "2021-12-08 21:44:36.949407+00:00" . . . "This dataset provides daily air quality analyses and forecasts for Europe.\n\nCAMS produces specific daily air quality analyses and forecasts for the European domain at significantly higher spatial resolution (0.1 degrees, approx. 10km) than is available from the global analyses and forecasts. The production is based on an ensemble of nine air quality forecasting systems across Europe. A median ensemble is calculated from individual outputs, since ensemble products yield on average better performance than the individual model products. The spread between the nine models are used to provide an estimate of the forecast uncertainty. The analysis combines model data with observations provided by the European Environment Agency (EEA) into a complete and consistent dataset using various data assimilation techniques depending upon the air-quality forecasting system used. In parallel, air quality forecasts are produced once a day for the next four days. Both the analysis and the forecast are available at hourly time steps at seven height levels.\n\nNote that only nitrogen monoxide, nitrogen dioxide, sulphur dioxide, ozone, PM2.5, PM10 and dust are regularly validated against in situ observations, and therefore forecasts of all other variables are unvalidated and should be considered experimental." . "EU_CAMS_SURFACE_PM10_G" . . . "List of hourly PM10 concentration data for September 1st 2018 over Europe" . "Index of daily PM10 concentration for September 1st 2018" . . . . "https://zenodo.org/record/5554786/files/RELIANCE-Datacube-featuring-EOSC_v0.2.ipynb" . . "2021-12-08 21:44:52.711669+00:00" . "2023-05-16 16:53:21.645987+00:00" . . "https://zenodo.org/record/5554786/files/RELIANCE-Datacube-featuring-EOSC_v0.2.ipynb" . "2021-12-08 21:44:52.711669+00:00" . . . "Catch data records sample from 2019" . "Catch data from Norway" . . . "Daily PM10 concentration for 1st September 2018 over Europe" . "Daily PM10 concentration" . . . . "https://reliance-das.adamplatform.eu/wcs?service=WCS&Request=GetCoverage&CoverageID=EU_CAMS_SURFACE_PM10_G&subset=unix(2018-09-01,2018-09-01)&format=image/tiff" . . "2021-12-08 21:44:46.533341+00:00" . "2021-12-08 22:04:44.869071+00:00" . . "https://reliance-das.adamplatform.eu/wcs?service=WCS&Request=GetCoverage&CoverageID=EU_CAMS_SURFACE_PM10_G&subset=unix(2018-09-01,2018-09-01)&format=image/tiff" . "2021-12-08 21:44:46.533341+00:00" . . . . "https://reliance-das.adamplatform.eu/opensearch/search?datasetId=EU_CAMS_SURFACE_PM10_G&startDate=2018-09-01&endDate=2018-09-01" . . "2021-12-08 21:44:49.477592+00:00" . "2021-12-08 22:04:44.654574+00:00" . . "https://reliance-das.adamplatform.eu/opensearch/search?datasetId=EU_CAMS_SURFACE_PM10_G&startDate=2018-09-01&endDate=2018-09-01" . "2021-12-08 21:44:49.477592+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" . "Jupter Notebook of CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services" . . . . . "Nordic e-Infrastructure Collaboration (NeIC)" . "annefou@geo.uio.no" . "Anne Fouilloux" . . "neworg1@example.org" . "abcd123" . "Example Org 1" . . "" . "Earth sciences" . . "10.13039/501100000781" . "European Commission" . . "published v1" . . "monthly map of PM10" . . "Copernicus Atmosphere Monitoring Service Data Cube Ro" . . "country" . . "map" . . "Ro" . . "monthly map" . . "map of PM10" . . "PCSS" . "example4@hotmail.com" . "Pepito Bato" . "0000-0002-8316-3192" . . "UNO-Recoletos" . "npepito@hotmail.com" . "Nieves Pepito" . "0000-0003-3784-6651" . . . "office@man.poznan.pl" . "025cj6e44" . "Poznan Supercomputing and Networking Center" . . . "101017502" . "RELIANCE" . "Research Lifecycle Management for Earth Science Communities and Copernicus Users" . . . . "POINT (38.0 38.0)" . . . . "0a113f7e-5c4d-411e-985e-2d71e8dcbd28" . "POINT (38.0 38.0)" . . "38.0" . "38.0" . "POINT (38.0 38.0)" . . "service-account-enrichment" . . . . . . "False" . "https://w3id.org/ro-id/93ece8d0-3be4-4658-a840-156bda47f612" . "2021-12-09 15:19:11.307501+00:00" . "mailto:rpalma@man.poznan.pl" . . . . . "87394"^^ . "https://api.rohub.org/api/ros/a08ddcb2-ae5f-40ba-b1b6-c64dd2e4d68c/crate/download/" . . . . "2021-12-09 15:05:57.255344+00:00" . "2024-03-05 12:17:25.978567+00:00" . "2021-12-09 15:05:57.255344+00:00" . "This Research Object demonstrate how to compute monthly map of PM10 over your country - modified" . "application/ld+json" . . . . . . . . . . . . "https://w3id.org/ro-id/a08ddcb2-ae5f-40ba-b1b6-c64dd2e4d68c" . . "8th December - Copernicus Atmosphere Monitoring Service Data Cube Research Object - snapshot" . "Copernicus Atmosphere Monitoring Service Data Cube RO December 9th - published v1" . . "MANUAL" . "https://w3id.org/ro-id/a08ddcb2-ae5f-40ba-b1b6-c64dd2e4d68c/ea782618-0dff-4cfa-8604-e121ce29d3cf" . "Anne Foilloux, Nieves Pepito, and Pepito Bato. \"Copernicus Atmosphere Monitoring Service Data Cube RO December 9th - published v1.\" ROHub. Dec 09 ,2021. https://doi.org/10.24424/w44h-8089." . . . "metadata" . . . "data" . . . . "biblio" . . . "raw data" . . . . "https://reliance-das.adamplatform.eu/opensearch/search?datasetId=EU_CAMS_SURFACE_PM10_G&startDate=2018-09-01&endDate=2018-09-01" . . "2021-12-09 15:07:51.036076+00:00" . "2021-12-09 15:19:08.564064+00:00" . . "https://reliance-das.adamplatform.eu/opensearch/search?datasetId=EU_CAMS_SURFACE_PM10_G&startDate=2018-09-01&endDate=2018-09-01" . "2021-12-09 15:07:51.036076+00:00" . . . "List of hourly PM10 concentration data for September 1st 2018 over Europe" . "Index of daily PM10 concentration for September 1st 2018" . . . . "https://reliance-das.adamplatform.eu/opensearch/datasets?datasetId=EU_CAMS_SURFACE_PM10_G" . . "2021-12-09 15:07:43.448712+00:00" . "2021-12-09 15:19:08.515865+00:00" . . "https://reliance-das.adamplatform.eu/opensearch/datasets?datasetId=EU_CAMS_SURFACE_PM10_G" . "2021-12-09 15:07:43.448712+00:00" . . . "Flow to compute monthly map" . . . . "https://zenodo.org/record/5554786/files/RELIANCE-Datacube-featuring-EOSC_v0.2.ipynb" . . "2021-12-09 15:07:55.588569+00:00" . "2023-05-16 16:54:04.603729+00:00" . . "https://zenodo.org/record/5554786/files/RELIANCE-Datacube-featuring-EOSC_v0.2.ipynb" . "2021-12-09 15:07:55.588569+00:00" . . . "Daily PM10 concentration for 1st September 2018 over Europe" . "Daily PM10 concentration" . . . . "73394"^^ . "https://api.rohub.org/api/resources/7733e68b-7b14-45b8-96ef-b0ff1e3b6a45/download/" . . "2021-12-09 15:07:22.892363+00:00" . "2021-12-09 15:19:08.338406+00:00" . "image/png" . . "flow-dcro.png" . "2021-12-09 15:07:22.892363+00:00" . . . "Catch data records sample from 2019" . "Catch data from Norway" . . . "This dataset provides daily air quality analyses and forecasts for Europe.\n\nCAMS produces specific daily air quality analyses and forecasts for the European domain at significantly higher spatial resolution (0.1 degrees, approx. 10km) than is available from the global analyses and forecasts. The production is based on an ensemble of nine air quality forecasting systems across Europe. A median ensemble is calculated from individual outputs, since ensemble products yield on average better performance than the individual model products. The spread between the nine models are used to provide an estimate of the forecast uncertainty. The analysis combines model data with observations provided by the European Environment Agency (EEA) into a complete and consistent dataset using various data assimilation techniques depending upon the air-quality forecasting system used. In parallel, air quality forecasts are produced once a day for the next four days. Both the analysis and the forecast are available at hourly time steps at seven height levels.\n\nNote that only nitrogen monoxide, nitrogen dioxide, sulphur dioxide, ozone, PM2.5, PM10 and dust are regularly validated against in situ observations, and therefore forecasts of all other variables are unvalidated and should be considered experimental." . "EU_CAMS_SURFACE_PM10_G" . . . . "https://reliance-das.adamplatform.eu/wcs?service=WCS&Request=GetCoverage&CoverageID=EU_CAMS_SURFACE_PM10_G&subset=unix(2018-09-01,2018-09-01)&format=image/tiff" . . "2021-12-09 15:07:47.272247+00:00" . "2021-12-09 15:19:08.713366+00:00" . . "https://reliance-das.adamplatform.eu/wcs?service=WCS&Request=GetCoverage&CoverageID=EU_CAMS_SURFACE_PM10_G&subset=unix(2018-09-01,2018-09-01)&format=image/tiff" . "2021-12-09 15:07:47.272247+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" . "Jupter Notebook of CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services" . . . . "https://box.psnc.pl/f/d90a0e1e0d/?raw=1" . . "2021-12-09 15:07:59.055468+00:00" . "2021-12-09 15:19:08.607528+00:00" . . "https://box.psnc.pl/f/d90a0e1e0d/?raw=1" . "2021-12-09 15:07:59.055468+00:00" . . . . . "Nordic e-Infrastructure Collaboration (NeIC)" . "annefou@geo.uio.no" . "Anne Fouilloux" . . "neworg2@example.org" . "abcd123" . "Example Org 2" . . "" . "Earth sciences" . . "10.13039/501100000781" . "European Commission" . . "published v2" . . "monthly map of PM10" . . "Copernicus Atmosphere Monitoring Service Data Cube Ro" . . "country" . . "map" . . "Ro" . . "monthly map" . . "map of PM10" . . "PCSS" . "example4@hotmail.com" . "Pepito Bato" . "0000-0002-8316-3192" . . "UNO-Recoletos" . "npepito@hotmail.com" . "Nieves Pepito" . "0000-0003-3784-6651" . . . "office@man.poznan.pl" . "025cj6e44" . "Poznan Supercomputing and Networking Center" . . . "101017502" . "RELIANCE" . "Research Lifecycle Management for Earth Science Communities and Copernicus Users" . . . "38.0" . "38.0" . "POINT (38.0 38.0)" . . . "86a33d62-4541-495f-a640-2b60e0394266" . "POINT (38.0 38.0)" . . "service-account-enrichment" . . . . . . "False" . "https://w3id.org/ro-id/93ece8d0-3be4-4658-a840-156bda47f612" . "2021-12-09 15:20:23.441762+00:00" . "mailto:rpalma@man.poznan.pl" . . . . . "87383"^^ . "https://api.rohub.org/api/ros/57cf76e1-2179-4650-b48b-b5990dca86c1/crate/download/" . . . . "2021-12-09 15:05:57.255344+00:00" . "2024-03-05 12:17:26.248043+00:00" . "2021-12-09 15:05:57.255344+00:00" . "This Research Object demonstrate how to compute monthly map of PM10 over your country - modified" . "application/ld+json" . . . . . . . . . . . . "https://w3id.org/ro-id/57cf76e1-2179-4650-b48b-b5990dca86c1" . . "8th December - Copernicus Atmosphere Monitoring Service Data Cube Research Object - snapshot" . "Copernicus Atmosphere Monitoring Service Data Cube RO December 9th - published v2" . . "MANUAL" . "https://w3id.org/ro-id/57cf76e1-2179-4650-b48b-b5990dca86c1/ea782618-0dff-4cfa-8604-e121ce29d3cf" . "Anne Foilloux, Nieves Pepito, and Pepito Bato. \"Copernicus Atmosphere Monitoring Service Data Cube RO December 9th - published v2.\" ROHub. Dec 09 ,2021. https://doi.org/10.24424/yptf-km76." . . . . "biblio" . . . "metadata" . . . "raw data" . . . "data" . . . "List of hourly PM10 concentration data for September 1st 2018 over Europe" . "Index of daily PM10 concentration for September 1st 2018" . . . . "https://reliance-das.adamplatform.eu/opensearch/search?datasetId=EU_CAMS_SURFACE_PM10_G&startDate=2018-09-01&endDate=2018-09-01" . . "2021-12-09 15:07:51.036076+00:00" . "2021-12-09 15:20:20.634446+00:00" . . "https://reliance-das.adamplatform.eu/opensearch/search?datasetId=EU_CAMS_SURFACE_PM10_G&startDate=2018-09-01&endDate=2018-09-01" . "2021-12-09 15:07:51.036076+00:00" . . . . "https://reliance-das.adamplatform.eu/wcs?service=WCS&Request=GetCoverage&CoverageID=EU_CAMS_SURFACE_PM10_G&subset=unix(2018-09-01,2018-09-01)&format=image/tiff" . . "2021-12-09 15:07:47.272247+00:00" . "2021-12-09 15:20:20.738000+00:00" . . "https://reliance-das.adamplatform.eu/wcs?service=WCS&Request=GetCoverage&CoverageID=EU_CAMS_SURFACE_PM10_G&subset=unix(2018-09-01,2018-09-01)&format=image/tiff" . "2021-12-09 15:07:47.272247+00:00" . . . . "https://reliance-das.adamplatform.eu/opensearch/datasets?datasetId=EU_CAMS_SURFACE_PM10_G" . . "2021-12-09 15:07:43.448712+00:00" . "2021-12-09 15:20:20.597858+00:00" . . "https://reliance-das.adamplatform.eu/opensearch/datasets?datasetId=EU_CAMS_SURFACE_PM10_G" . "2021-12-09 15:07:43.448712+00:00" . . . "Flow to compute monthly map" . . . "Daily PM10 concentration for 1st September 2018 over Europe" . "Daily PM10 concentration" . . . . "https://box.psnc.pl/f/d90a0e1e0d/?raw=1" . . "2021-12-09 15:07:59.055468+00:00" . "2021-12-09 15:20:20.669306+00:00" . . "https://box.psnc.pl/f/d90a0e1e0d/?raw=1" . "2021-12-09 15:07:59.055468+00:00" . . . . "73394"^^ . "https://api.rohub.org/api/resources/7bfd4974-4bf8-4922-ae40-36a2ca9ef7fe/download/" . . "2021-12-09 15:07:22.892363+00:00" . "2021-12-09 15:20:20.444066+00:00" . "image/png" . . "flow-dcro.png" . "2021-12-09 15:07:22.892363+00:00" . . . "Catch data records sample from 2019" . "Catch data from Norway" . . . "This dataset provides daily air quality analyses and forecasts for Europe.\n\nCAMS produces specific daily air quality analyses and forecasts for the European domain at significantly higher spatial resolution (0.1 degrees, approx. 10km) than is available from the global analyses and forecasts. The production is based on an ensemble of nine air quality forecasting systems across Europe. A median ensemble is calculated from individual outputs, since ensemble products yield on average better performance than the individual model products. The spread between the nine models are used to provide an estimate of the forecast uncertainty. The analysis combines model data with observations provided by the European Environment Agency (EEA) into a complete and consistent dataset using various data assimilation techniques depending upon the air-quality forecasting system used. In parallel, air quality forecasts are produced once a day for the next four days. Both the analysis and the forecast are available at hourly time steps at seven height levels.\n\nNote that only nitrogen monoxide, nitrogen dioxide, sulphur dioxide, ozone, PM2.5, PM10 and dust are regularly validated against in situ observations, and therefore forecasts of all other variables are unvalidated and should be considered experimental." . "EU_CAMS_SURFACE_PM10_G" . . . . "https://zenodo.org/record/5554786/files/RELIANCE-Datacube-featuring-EOSC_v0.2.ipynb" . . "2021-12-09 15:07:55.588569+00:00" . "2023-05-16 16:54:33.185954+00:00" . . "https://zenodo.org/record/5554786/files/RELIANCE-Datacube-featuring-EOSC_v0.2.ipynb" . "2021-12-09 15:07:55.588569+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" . "Jupter Notebook of CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services" . . . . . . "POINT (38.0 38.0)" . . . "Nordic e-Infrastructure Collaboration (NeIC)" . "annefou@geo.uio.no" . "Anne Fouilloux" . . "neworg2@example.org" . "abcd123" . "Example Org 2" . . "" . "Earth sciences" . . "10.13039/501100000781" . "European Commission" . . "published v2" . . "monthly map of PM10" . . "Copernicus Atmosphere Monitoring Service Data Cube Ro" . . "country" . . "map" . . "Ro" . . "monthly map" . . "map of PM10" . . "PCSS" . "example4@hotmail.com" . "Pepito Bato" . "0000-0002-8316-3192" . . "UNO-Recoletos" . "npepito@hotmail.com" . "Nieves Pepito" . "0000-0003-3784-6651" . . . "office@man.poznan.pl" . "025cj6e44" . "Poznan Supercomputing and Networking Center" . . . "101017502" . "RELIANCE" . "Research Lifecycle Management for Earth Science Communities and Copernicus Users" . . . . "56289eeb-73b2-4076-852c-6bf6fee8f381" . "POINT (38.0 38.0)" . . "38.0" . "38.0" . "POINT (38.0 38.0)" . . "service-account-enrichment" . . . . . . "False" . "https://w3id.org/ro-id/93ece8d0-3be4-4658-a840-156bda47f612" . "2021-12-09 15:24:39.649872+00:00" . "mailto:rpalma@man.poznan.pl" . . . . . "87396"^^ . "https://api.rohub.org/api/ros/6440c36b-44c8-48c5-9a2a-a3c47de70c8a/crate/download/" . . . . "2021-12-09 15:05:57.255344+00:00" . "2024-03-05 12:17:26.121572+00:00" . "2021-12-09 15:05:57.255344+00:00" . "This Research Object demonstrate how to compute monthly map of PM10 over your country - modified" . "application/ld+json" . . . . . . . . . . . . "https://w3id.org/ro-id/6440c36b-44c8-48c5-9a2a-a3c47de70c8a" . . "8th December - Copernicus Atmosphere Monitoring Service Data Cube Research Object - snapshot" . "Copernicus Atmosphere Monitoring Service Data Cube RO December 9th - published v2" . . "MANUAL" . "https://w3id.org/ro-id/6440c36b-44c8-48c5-9a2a-a3c47de70c8a/ea782618-0dff-4cfa-8604-e121ce29d3cf" . "Anne Foilloux, Nieves Pepito, and Pepito Bato. \"Copernicus Atmosphere Monitoring Service Data Cube RO December 9th - published v2.\" ROHub. Dec 09 ,2021. https://doi.org/10.24424/80ze-vx74." . . . . "biblio" . . . "data" . . . "raw data" . . . "metadata" . . . "List of hourly PM10 concentration data for September 1st 2018 over Europe" . "Index of daily PM10 concentration for September 1st 2018" . . . . "https://zenodo.org/record/5554786/files/RELIANCE-Datacube-featuring-EOSC_v0.2.ipynb" . . "2021-12-09 15:07:55.588569+00:00" . "2023-05-16 16:55:20.098335+00:00" . . "https://zenodo.org/record/5554786/files/RELIANCE-Datacube-featuring-EOSC_v0.2.ipynb" . "2021-12-09 15:07:55.588569+00:00" . . . "Flow to compute monthly map" . . . "Daily PM10 concentration for 1st September 2018 over Europe" . "Daily PM10 concentration" . . . . "https://box.psnc.pl/f/d90a0e1e0d/?raw=1" . . "2021-12-09 15:07:59.055468+00:00" . "2021-12-09 15:24:36.452503+00:00" . . "https://box.psnc.pl/f/d90a0e1e0d/?raw=1" . "2021-12-09 15:07:59.055468+00:00" . . . "Catch data records sample from 2019" . "Catch data from Norway" . . . "This dataset provides daily air quality analyses and forecasts for Europe.\n\nCAMS produces specific daily air quality analyses and forecasts for the European domain at significantly higher spatial resolution (0.1 degrees, approx. 10km) than is available from the global analyses and forecasts. The production is based on an ensemble of nine air quality forecasting systems across Europe. A median ensemble is calculated from individual outputs, since ensemble products yield on average better performance than the individual model products. The spread between the nine models are used to provide an estimate of the forecast uncertainty. The analysis combines model data with observations provided by the European Environment Agency (EEA) into a complete and consistent dataset using various data assimilation techniques depending upon the air-quality forecasting system used. In parallel, air quality forecasts are produced once a day for the next four days. Both the analysis and the forecast are available at hourly time steps at seven height levels.\n\nNote that only nitrogen monoxide, nitrogen dioxide, sulphur dioxide, ozone, PM2.5, PM10 and dust are regularly validated against in situ observations, and therefore forecasts of all other variables are unvalidated and should be considered experimental." . "EU_CAMS_SURFACE_PM10_G" . . . . "https://reliance-das.adamplatform.eu/opensearch/search?datasetId=EU_CAMS_SURFACE_PM10_G&startDate=2018-09-01&endDate=2018-09-01" . . "2021-12-09 15:07:51.036076+00:00" . "2021-12-09 15:24:36.409139+00:00" . . "https://reliance-das.adamplatform.eu/opensearch/search?datasetId=EU_CAMS_SURFACE_PM10_G&startDate=2018-09-01&endDate=2018-09-01" . "2021-12-09 15:07:51.036076+00:00" . . . . "https://reliance-das.adamplatform.eu/wcs?service=WCS&Request=GetCoverage&CoverageID=EU_CAMS_SURFACE_PM10_G&subset=unix(2018-09-01,2018-09-01)&format=image/tiff" . . "2021-12-09 15:07:47.272247+00:00" . "2021-12-09 15:24:36.536458+00:00" . . "https://reliance-das.adamplatform.eu/wcs?service=WCS&Request=GetCoverage&CoverageID=EU_CAMS_SURFACE_PM10_G&subset=unix(2018-09-01,2018-09-01)&format=image/tiff" . "2021-12-09 15:07:47.272247+00:00" . . . . "https://reliance-das.adamplatform.eu/opensearch/datasets?datasetId=EU_CAMS_SURFACE_PM10_G" . . "2021-12-09 15:07:43.448712+00:00" . "2021-12-09 15:24:36.359834+00:00" . . "https://reliance-das.adamplatform.eu/opensearch/datasets?datasetId=EU_CAMS_SURFACE_PM10_G" . "2021-12-09 15:07:43.448712+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" . "Jupter Notebook of CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services" . . . . "73394"^^ . "https://api.rohub.org/api/resources/fe10d6ac-bc5f-4f26-a4ff-2b617fd1b443/download/" . . "2021-12-09 15:07:22.892363+00:00" . "2021-12-09 15:24:36.183105+00:00" . "image/png" . . "flow-dcro.png" . "2021-12-09 15:07:22.892363+00:00" . . . . . . "POINT (38.0 38.0)" . . . "Nordic e-Infrastructure Collaboration (NeIC)" . "annefou@geo.uio.no" . "Anne Fouilloux" . . "neworg2@example.org" . "abcd123" . "Example Org 2" . . "" . "Earth sciences" . . "Fundamental Research Funds for Central Universities" . . "European Space Agency (ESA) and Ministry of Science and Technology (MOST), China" . . "Natural Science Foundation of China" . . "Italian Ministry of University" . . "aerospace engineering" . . "data at Changbaishan" . . "Changbaishan Volcano" . . "property of JAXA" . . "raw data property" . . "soil" . . "China" . . "North Korea" . . "velocity" . . "ground velocity" . . "file" . . "raster file" . . "raster" . . "Changbaishan" . . "JAXA" . . "Magma Migration" . . "North Korea" . . "Interior" . . "China" . . "Japan" . . "INGV" . "cristiano.tolomei@ingv.it" . "Tolomei, Cristiano" . "0000-0001-7378-0712" . . . "-" . "Pianeta Dinamico" . "Working Earth" . . . "42071453" . "-" . "-" . . . "58029" . "Dragon 5" . "Cooperation project" . . . "N2001027" . "-" . "-" . . "POLYGON ((127.82938662 41.702706825, 128.35894877 41.702706825, 128.35894877 42.1858125, 127.82938662 42.1858125, 127.82938662 41.702706825))" . "127.82938662 41.702706825, 128.35894877 41.702706825, 128.35894877 42.1858125, 127.82938662 42.1858125, 127.82938662 41.702706825" . . . "dea23d92-11ac-4e7b-87c3-8465437d0bfa" . "POLYGON ((127.82938662 41.702706825, 128.35894877 41.702706825, 128.35894877 42.1858125, 127.82938662 42.1858125, 127.82938662 41.702706825))" . . "service-account-enrichment" . . . . . . "False" . "https://w3id.org/ro-id/677cf91e-880d-485a-b027-30ba523dac73" . "2021-12-13 17:51:45.412526+00:00" . "https://orcid.org/0000-0002-2983-045X" . . . . "5016613"^^ . "https://api.rohub.org/api/ros/61bceafe-5b48-4548-8caf-4142153b1b1b/crate/download/" . . . "2021-12-13 17:49:07.069454+00:00" . "2024-03-05 12:19:21.893221+00:00" . "2021-12-13 17:49:07.069454+00:00" . "This Research Object contains the raster file of the mean ground velocity at the Changbaishan Volcano (China/North Korea) from ALOS-2 satellite data during 2018-2020. Find more on processing and results in the related paper: 'Upward Magma Migration within the Multi-level Plumbing System of the Changbaishan Volcano (China/North Korea) Revealed by the Modeling of 2018-2020 SAR Data' by E. Trasatti, C. Tolomei, L. Wei, G. Ventura. DOI: 10.3389/feart.2021.741287 . Raw data property of JAXA (Japan)." . "application/ld+json" . . . . . . . . . . . . . "https://w3id.org/ro-id/61bceafe-5b48-4548-8caf-4142153b1b1b" . . "Ground Velocities from ALOS-2 Data of the Changbaishan Volcanic Area (China/North Korea) - snapshot" . "Mean ground velocities from ALOS-2 data at Changbaishan volcano (China/North Korea) during 2018-2020" . "MANUAL" . "https://w3id.org/ro-id/61bceafe-5b48-4548-8caf-4142153b1b1b/3a69827c-fd1c-4765-a147-5d25c8b8cd38" . "Trasatti, Elisa, and Tolomei, Cristiano. \"Mean ground velocities from ALOS-2 data at Changbaishan volcano (China/North Korea) during 2018-2020.\" ROHub. Dec 13 ,2021. https://doi.org/10.24424/vfp6-r230." . . . . . . . "metadata" . . . "raw data" . . . . "biblio" . . . . "data" . . . . "978596"^^ . "https://api.rohub.org/api/resources/17d678c6-4274-4475-9fb0-bc6fc00199ae/download/" . . "2021-12-13 17:49:37.806878+00:00" . "2021-12-13 17:51:43.786630+00:00" . "image/png" . . "sketch.png" . "2021-12-13 17:49:37.806878+00:00" . . . "Mean ground velocities data" . . . . "10222"^^ . "https://api.rohub.org/api/resources/2ca3451c-643c-40de-b793-0280cd331831/download/" . . "2021-12-13 17:49:41.744694+00:00" . "2021-12-13 17:51:41.042882+00:00" . "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" . . "List_of_images.xlsx" . "2021-12-13 17:49:41.744694+00:00" . . . . "460884"^^ . "https://api.rohub.org/api/resources/3e9f5ea7-ec5b-4f90-b40e-8d7a6335855b/download/" . . "2021-12-13 17:49:49.252182+00:00" . "2021-12-13 17:51:42.921270+00:00" . "image/png" . . "connection_graph.png" . "2021-12-13 17:49:49.252182+00:00" . . . . "23598522"^^ . "https://api.rohub.org/api/resources/6931dcee-ff02-47a4-bb3c-ac38444d73b3/download/" . . "2021-12-13 17:49:28.816730+00:00" . "2021-12-13 17:51:40.107321+00:00" . "image/tiff" . . "Changbaishan_ALOS2_asc_poly1.tif" . "2021-12-13 17:49:28.816730+00:00" . . . . "https://www.frontiersin.org/articles/10.3389/feart.2021.741287/abstract" . . "2021-12-13 17:49:53.455227+00:00" . "2021-12-13 17:51:39.306605+00:00" . . "https://www.frontiersin.org/articles/10.3389/feart.2021.741287/abstract" . "2021-12-13 17:49:53.455227+00:00" . . . "List of the ALOS-2 images used in the processing." . . . "Paper published in Frontiers Earth Science with data and modelling" . "link to paper" . . . . "4891"^^ . "https://api.rohub.org/api/resources/cfa05a53-9836-4c05-8bd5-b05a3a1ffe03/download/" . . "2021-12-13 17:49:45.522927+00:00" . "2021-12-13 17:51:41.997249+00:00" . "application/rtf" . . "readme.rtf" . "2021-12-13 17:49:45.522927+00:00" . . . "Details on the data" . . . "Details on the data" . . . "Map of the mean ground velocities" . . . . . . "POLYGON ((127.82938662 41.702706825, 128.35894877 41.702706825, 128.35894877 42.1858125, 127.82938662 42.1858125, 127.82938662 41.702706825))" . . . "" . "Applied sciences" . . "service-account-enrichment" . . . . . . . . "61063"^^ . "https://api.rohub.org/api/ros/b5b86f8e-5c07-4b43-9b21-6df3bb6ebe72/crate/download/" . . "2022-01-11 10:37:21.504328+00:00" . "2025-03-05 01:19:47.813154+00:00" . "2022-01-11 10:37:21.504328+00:00" . "Street Spectra is a citizen science project to map and characterize public lighting sources. Volunteers use a low cost diffraction grating on top of their smartphones’ camera to take pictures of the street lamps and their emission spectra." . "application/ld+json" . . . . . . . "https://w3id.org/ro-id/b5b86f8e-5c07-4b43-9b21-6df3bb6ebe72" . . "Street Spectra" . "MANUAL" . "cost" . "diffraction grating" . "digital" . "emission spectrum" . "image" . "lamppost" . "lighting" . "smartphone" . "spectrum" . "volunteer" . "earth sciences" . "Photography" . "Wireless technology" . "citizen science" . "cost" . "diffraction grating" . "emission spectrum" . "lighting" . "smartphone" . "volunteer" . "engineering" . "citizen science project" . "cost diffraction grating" . "lighting source" . "pictures of the street lamps" . "street spectra" . "Camera to take pictures of the street lamps and their emission spectra." . "Street Spectra is a citizen science project to map and characterize public lighting sources." . "Volunteers use a low cost diffraction grating on top of their smartphones?" . "photography" . "project, ACTION. \"Street Spectra.\" ROHub. Jan 11 ,2022. https://w3id.org/ro-id/b5b86f8e-5c07-4b43-9b21-6df3bb6ebe72." . . . "Datasets" . . . "Presentations" . . . "Publications" . . . . . "Software" . . . . . . "Documents" . . . . . "https://five.epicollect.net/project/action-street-spectra" . . "2022-01-11 10:51:00.637210+00:00" . "2022-01-11 10:51:00.637736+00:00" . "Application in Epicollect to collect data" . . "Data Collector in Epicollect5" . "2022-01-11 10:51:00.637210+00:00" . . . . . "https://doi.org/10.5281/zenodo.3885566" . . "2022-01-11 10:47:28.165693+00:00" . "2022-01-11 10:47:28.166269+00:00" . "This document describes the different templates that are going to be developed in ACTION for helping pilots to export/use external platforms. Also, a new tool to create Data Management Plan documents based on a questionnaire will be described. Finally, a mini guide has been included to help users to create a CS project using the external platforms Epicollect and Zooniverse." . . "D4.2 Lifecycle-aware citizen science templates" . "2022-01-11 10:47:28.165693+00:00" . . . . . "51542"^^ . "https://api.rohub.org/api/resources/24952a29-d009-4c32-a16c-48ef780d8d5b/download/" . . "2022-01-11 10:38:11.122782+00:00" . "2022-01-11 10:38:11.124960+00:00" . "image/png" . . "ro-street.png" . "2022-01-11 10:38:11.122782+00:00" . . . . . "https://www.zooniverse.org/projects/actionprojecteu/street-spectra" . . "2022-01-11 10:56:05.208335+00:00" . "2022-01-11 10:56:05.209024+00:00" . . "Street Spectra - Zooniverse" . "2022-01-11 10:56:05.208335+00:00" . . . . . "https://doi.org/10.5281/zenodo.4041469" . . "2022-01-11 10:45:36.637238+00:00" . "2022-01-11 10:45:36.637879+00:00" . "This lesson plan is to be used in the classroom of 12 and 13 years old students and aims to educate its users on the topic of light pollution. \n\nAside from gaining awareness, the students will be introduced to the Street Spectra citizen science project through which they will learn how to analyze and classify sources of light pollution contributing to science as a citizen scientist.\n\nhttps://streetspectra.actionproject.eu/\n\nThese pages will discuss: artificial light at night in general, different types of light pollution, their negative effects as well as the most efficient way to install lighting sources in such a way that any negative impact is minimized.\n\nThe Street Spectra project with its objectives as well as its relationship to citizen science are explained during the course. Theory is accompanied with suggested activities adapted to the level of the students. \n\nWith this unit the authors intend to gather contents that can be implemented in the classroom, and which can serve as a guide so that both students and teachers can participate in this citizen science project.\n\nIn order for a citizen science project to grow the input of researchers, disseminators and a wide range of volunteers are needed. The participation of the students and teachers will directly help the study of light pollution." . . "Street Spectra - Teaching Materials" . "2022-01-11 10:45:36.637238+00:00" . . . . . "https://doi.org/10.5281/zenodo.3696492" . . "2022-01-11 10:48:49.624858+00:00" . "2022-01-11 10:48:49.625481+00:00" . "This document explains all the steps to obtain the spectra of street lights, how to determine their nature, and also how to contribute with this information to the StreetSpectra citizen science project. The first sections are devoted to introduce the StreetSpectra project, and also the light pollution (LP) problem. We have also included some of the science basics (LP and simple physics of spectra)." . . "Tutorial: to identify the spectra of common street lamps" . "2022-01-11 10:48:49.624858+00:00" . . . . . "ACTION project" . . "" . "Earth sciences" . . "service-account-enrichment" . . . . . . . . "12545"^^ . "https://api.rohub.org/api/ros/959fa202-b251-4fcd-8d5f-8ed83740fe43/crate/download/" . . "2022-01-12 19:56:50.046268+00:00" . "2025-03-05 01:23:32.908133+00:00" . "2022-01-12 19:56:50.046268+00:00" . "Norway is the land of fjords, trolls and – electric cars. By actively promoting the purchase of electric cars, the Norwegian government is aiming at protecting the environment and not least improving air quality, especially in urban areas. Air quality is still a reason for concern in many European countries, including the Nordic countries. Not many people are aware of this fact, and this is where the Norwegian pilot of the ACTION project comes in.\n\nThe pilot gives high school students in Oslo and the larger Oslo area the opportunity to design and carry out their own air quality projects, using an off-the-shelf air quality sensor platform. The aim is to create awareness about the sources of air pollution, make the students think of ways to reduce both emission and exposure and teach them scientific working methods. We use the Nova SDS011 sensor for measuring PM2.5 and PM10 that is transmitting data to an Arduino board. The data can be obtained through an SD card." . "application/ld+json" . . . . . "https://w3id.org/ro-id/959fa202-b251-4fcd-8d5f-8ed83740fe43" . . "STUDENTS, AIR POLLUTION AND DIY SENSING" . "MANUAL" . "Oslo" . "PM10" . "air pollution" . "air quality" . "awareness" . "electric car" . "emission" . "high school" . "information" . "opportunity" . "pilot" . "project" . "sensor" . "student" . "environmental sciences" . "Air pollution" . "High schools" . "Students" . "Oslo" . "air pollution" . "air quality" . "electric car" . "high school" . "sensor" . "student" . "geosciences" . "action project" . "air quality project" . "high school student" . "purchase of electric cars" . "sensor platform" . "By actively promoting the purchase of electric cars, the Norwegian government is aiming at protecting the environment and not least improving air quality, especially in urban areas." . "The aim is to create awareness about the sources of air pollution, make the students think of ways to reduce both emission and exposure and teach them scientific working methods." . "The pilot gives high school students in Oslo and the larger Oslo area the opportunity to design and carry out their own air quality projects, using an off-the-shelf air quality sensor platform." . "ecology" . "Norway" . "Oslo" . "project, ACTION. \"STUDENTS, AIR POLLUTION AND DIY SENSING.\" ROHub. Jan 12 ,2022. https://w3id.org/ro-id/959fa202-b251-4fcd-8d5f-8ed83740fe43." . . . . "Presentations" . . . . . . "Publications" . . . . . "Datasets" . . . . "Software" . . . . . "https://doi.org/10.5281/zenodo.3730478" . . "2022-01-12 20:54:02.708585+00:00" . "2022-01-12 20:54:02.709862+00:00" . "Forskningsprosjekt luftforurensning" . . "Forskningsprosjekt luftforurensning" . "2022-01-12 20:54:02.708585+00:00" . . . . . "https://doi.org/10.5281/zenodo.3737608" . . "2022-01-12 20:52:27.138627+00:00" . "2022-01-12 20:52:27.139413+00:00" . "This poster has been created by students of the Ullern Upper Secondary School, located in Oslo, Norway." . . "Systematiske målinger: Vi ønsker å finne ut om det akustiske miljøet har effekt på luftkvalitetens endringer" . "2022-01-12 20:52:27.138627+00:00" . . . . . "https://doi.org/10.5281/zenodo.3737759" . . "2022-01-12 20:48:05.309120+00:00" . "2022-01-12 20:48:05.309858+00:00" . "Measurements taken by a DIY sensor designed by the project air:bit (http://airbit.uit.no/#english). Measurements were taken by students of the school Lambertseter VGS, located in the district of Nordstrand in Oslo, Norway." . . "Lambertseter VGS" . "2022-01-12 20:48:05.309120+00:00" . . . . . "https://doi.org/10.5281/zenodo.3737635" . . "2022-01-12 20:51:50.182916+00:00" . "2022-01-12 20:51:50.183388+00:00" . "This poster has been created by students of the Ullern Upper Secondary School, located in Oslo, Norway." . . "Trafikkforurensing: Trafikkerte områder er mer utsatt for forurensing" . "2022-01-12 20:51:50.182916+00:00" . . . . . "https://doi.org/10.5281/zenodo.3956481" . . "2022-01-12 20:50:39.286485+00:00" . "2022-01-12 20:50:39.287215+00:00" . "Firmware of an Arduino board integrated with  a Nova SDS011 sensor for measuring PM2.5 and PM10. The data can be obtained through an SD card." . . "ARDUINO_UNO_WITH_NOVASDS011_Firmware" . "2022-01-12 20:50:39.286485+00:00" . . . . "https://doi.org/10.5281/zenodo.3730457" . . "2022-01-12 20:54:42.876507+00:00" . "2022-01-12 20:54:42.877542+00:00" . "This deliverable serves as a handbook for air quality projects in high schools. It contains information about the ACTION air quality pilot in high schools, tips and lessons learned as well as material that has been used and created within the high school projects." . . "Tutorial for air quality projects in high schools" . "2022-01-12 20:54:42.876507+00:00" . . . . . "https://doi.org/10.5281/zenodo.3737799" . . "2022-01-12 20:49:30.350970+00:00" . "2022-01-12 20:49:30.352122+00:00" . "Measurements taken by a DIY sensor (Sensor 2) designed by the project air:bit (http://airbit.uit.no/#english). Measurements were taken by students of the school Lambertseter VGS, located in the district of Nordstrand in Oslo, Norway." . . "Lambertseter VGS" . "2022-01-12 20:49:30.350970+00:00" . . . . . "ACTION project" . . "" . "Applied sciences" . . "service-account-enrichment" . . . . . . . . "13797"^^ . "https://api.rohub.org/api/ros/370d93ab-df01-46de-982e-0ef74b3acf8a/crate/download/" . . "2022-01-12 20:56:44.324225+00:00" . "2025-03-05 02:45:35.385678+00:00" . "2022-01-12 20:56:44.324225+00:00" . "The Noise Maps project focused on deploying a citizen science process in the neighborhoods of Sagrada Familia and the Raval (Barcelona) to address the challenge of noise pollution, a serious problem related to health problems (lack of sleep, psychological ailments, cardiovascular disease, risk of higher stroke) and negative social effects (weakness of social cohesion and coexistence, reduced quality of life, loss of cultural diversity). Noise pollution was an urgent problem in the pilot areas, with active community groups on the lookout for a solution to help improve their living conditions." . "application/ld+json" . . . . . . . . "https://w3id.org/ro-id/370d93ab-df01-46de-982e-0ef74b3acf8a" . . "NOISE MAPS" . "MANUAL" . "Sagrada Família" . "ailment" . "cardiovascular disease" . "challenge" . "coexistence" . "community" . "health problem" . "noise pollution" . "problem" . "project" . "quality of life" . "scout" . "earth sciences" . "Church" . "Environmental pollution" . "Psychology" . "Science and technology" . "Social condition" . "Noise Maps" . "cardiovascular disease" . "challenge" . "health problem" . "noise pollution" . "problem" . "quality of life" . "geosciences" . "Noise Maps project" . "challenge of noise pollution" . "problem in the pilot area" . "psychological ailment" . "urgent problem" . "NOISE MAPS." . "The Noise Maps project focused on deploying a citizen science process in the neighborhoods of Sagrada Familia and the Raval (Barcelona) to address the challenge of noise pollution, a serious problem related to health problems (lack of sleep, psychological ailments, cardiovascular disease, risk of higher stroke) and negative social effects (weakness of social cohesion and coexistence, reduced quality of life, loss of cultural diversity) Noise pollution was an urgent problem in the pilot areas, with active community groups on the lookout for a solution to help improve their living conditions." . "medicine" . "Barcelona" . "project, ACTION. \"NOISE MAPS.\" ROHub. Jan 12 ,2022. https://w3id.org/ro-id/370d93ab-df01-46de-982e-0ef74b3acf8a." . . . "data" . . . . "Audios" . . . . "Datasets" . . . "raw data" . . . . "Software" . . . . . . . "Additional_Information" . . . . "Presentations" . . . . "http://www.bitlab.cat/en/projectes/noise-maps/" . . "2022-01-12 21:10:54.457704+00:00" . "2022-01-12 21:10:54.458641+00:00" . . "NoiseMaps website" . "2022-01-12 21:10:54.457704+00:00" . . . . . "https://www.instamaps.cat/visor.html?businessid=1975f976dff9d780c23a1db01eb37ec3" . . "2022-01-12 21:10:30.483090+00:00" . "2022-01-12 21:10:30.483591+00:00" . "Platform of the Geographical Institute of Catalunya" . "text/html" . . "Instmaps website" . "2022-01-12 21:10:30.483090+00:00" . . . . . "https://dashboards.dataportal.actionproject.eu/" . . "2022-01-12 21:09:07.283838+00:00" . "2022-01-12 21:09:07.284429+00:00" . "Dashboards created in Grafana to visualze data" . . "Noise Maps Dashboards" . "2022-01-12 21:09:07.283838+00:00" . . . . "https://freesound.org/people/bitlab_coop/packs/30131/" . . "2022-01-12 21:04:23.581144+00:00" . "2022-01-12 21:04:23.581715+00:00" . "Collection of ambient urban ourdoors audios from Raval" . . "Raval May2020" . "2022-01-12 21:04:23.581144+00:00" . . . . "https://doi.org/10.5281/zenodo.4059533" . . "2022-01-12 21:05:06.768056+00:00" . "2022-01-12 21:05:06.769024+00:00" . "The Noise Maps project focused on deploying a citizen science process in the Barcelona neighborhoods of Sagrada Familia and the Raval to address the challenge of noise pollution. The sound data was generated between May and September 2020." . . "Noise Maps ACTION pilot data 2020" . "2022-01-12 21:05:06.768056+00:00" . . . . . "https://github.com/pzinemanas/AudioMoth-Firmware-SPL" . . "2022-01-12 21:01:13.650377+00:00" . "2022-01-12 21:01:13.650871+00:00" . "This repository contains an AudioMoth firmware adaptation to calculate the Sound Pressure Level (SPL). This is based on the 1.3.0 version of AudioMoth firmware (published on AudioMoth-Project and AudioMoth-Firmware-Basic). We include the SPL library (src/spl.c and inc/spl.h) that implement all the functions related to the SPL estimation." . . "AudioMoth-Firmware-SPL" . "2022-01-12 21:01:13.650377+00:00" . . . . . "https://doi.org/10.5281/zenodo.4068095" . . "2022-01-12 21:11:57.606752+00:00" . "2022-01-12 21:11:57.607269+00:00" . "This presentation will help ACTION pilots to create their own dashboards" . . "Data visualization with Grafana" . "2022-01-12 21:11:57.606752+00:00" . . . . . "https://ars.electronica.art/keplersgardens/en/sonic-heritage/" . . "2022-01-12 21:13:10.635968+00:00" . "2022-01-12 21:13:10.636470+00:00" . "Results were presented in the ArsElectronica  2020 congress" . . "ArsElectronica 2020" . "2022-01-12 21:13:10.635968+00:00" . . . . . "ACTION project" . . "" . "Applied sciences" . . "service-account-enrichment" . . . . . . . . "13653"^^ . "https://api.rohub.org/api/ros/4776fc21-01a3-4806-b248-70a577cbc6b0/crate/download/" . . "2022-01-12 21:39:57.720721+00:00" . "2025-03-05 01:19:11.360337+00:00" . "2022-01-12 21:39:57.720721+00:00" . "The Sonic Kayak system is a low cost open hardware for gathering and mapping fine-scale marine environmental data, which has not been previously possible to obtain. Data is sonified through an onboard speaker allowing paddlers to seek out areas of interest and gain real time feedback of the data. At the beginning of the project, the system included underwater temperature sensors and a hydrophone for measuring underwater sound, each recording data every second with GPS, time and date. Working with ACTION, two new environmental sensors have been designed and integrated into the existing system (turbidity and air quality). New data have been gathered and citizens have been engaged in two online citizen science style surveys. In the first one people could try out 4 different data sonification approaches and see which was the most straightforward for understanding the underlying environmental data, and also give their preferences on which sounds they liked the best. In the second one, feedback on the pilot activities were gathered." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/4776fc21-01a3-4806-b248-70a577cbc6b0" . . "SONIC KAYAKS" . "MANUAL" . "canoeist" . "citizen" . "data" . "feedback" . "hydrophone" . "information" . "preference" . "real time" . "sensor" . "sonification" . "study" . "temperature" . "earth sciences" . "Canoeing" . "Kayaking" . "data" . "feedback" . "hydrophone" . "real time" . "sensor" . "sonification" . "survey" . "life sciences" . "real time feedback" . "recording data" . "sonification approach" . "style survey" . "temperature sensor" . "Data is sonified through an onboard speaker allowing paddlers to seek out areas of interest and gain real time feedback of the data." . "In the first one people could try out 4 different data sonification approaches and see which was the most straightforward for understanding the underlying environmental data, and also give their preferences on which sounds they liked the best." . "The Sonic Kayak system is a low cost open hardware for gathering and mapping fine-scale marine environmental data, which has not been previously possible to obtain." . "computer science" . "scientific terms" . "technical terminology" . "project, ACTION. \"SONIC KAYAKS.\" ROHub. Jan 12 ,2022. https://w3id.org/ro-id/4776fc21-01a3-4806-b248-70a577cbc6b0." . . . . . . . "Additional_Information" . . . . "Publications" . . . . "Software" . . . . "Video" . . . . "Datasets" . . . . "https://fo.am/blog/2020/08/17/sonic-kayak-update-new-sensors-sonifications-and-visualisations/" . . "2022-01-12 21:45:23.695160+00:00" . "2022-01-12 21:45:23.695860+00:00" . "This post is to let you know about the changes we've made and new things available within the project, and to call for your feedback and thoughts via the survey at the end." . . "Sonic Kayak update - new sensors, sonifications, and visualisations" . "2022-01-12 21:45:23.695160+00:00" . . . . . "https://github.com/fo-am/sonic-kayaks" . . "2022-01-12 21:41:03.488190+00:00" . "2022-01-12 21:41:03.488763+00:00" . "Originally based on the Sonic Bikes system, a Raspberry Pi based citizen science project where kayaks become musical & scientific instruments for investigating the marine world." . . "Device Firmware" . "2022-01-12 21:41:03.488190+00:00" . . . . "https://fo.am/blog/2020/06/30/sonic-kayak-environmental-data-sonification/" . . "2022-01-12 21:44:54.129696+00:00" . "2022-01-12 21:44:54.130248+00:00" . "Sonic Kayaks are rigged with sensors, both underwater (temperature, sound, and turbidity) and above water (air pollution). As the kayaker paddles around, the sensors pick up changes in the environment, and these are played to the kayaker in real time through an on-board speaker." . . "Environmental Data Sonification" . "2022-01-12 21:44:54.129696+00:00" . . . . . "https://doi.org/10.5281/zenodo.4041588" . . "2022-01-12 21:43:21.850780+00:00" . "2022-01-12 21:43:21.851256+00:00" . "These data sets are the result of five trips using Sonic Kayaks to collect data as part of the ACTION Project. The sampling was carried out in the Penryn river, around Falmouth docks and the Helford estuary. A variety of sensors were used:" . . "Sonic Kayaks geolocated air pollution, water turbidity, temperature and hydrophone analysis" . "2022-01-12 21:43:21.850780+00:00" . . . . "https://fo.am/blog/2020/05/05/sonic-kayak-progress-new-pollution-sensors-for-citizen-science/" . . "2022-01-12 21:49:05.158199+00:00" . "2022-01-12 21:49:05.158808+00:00" . "Post that describes the device" . . "Sonic Kayak progress – new pollution sensors for citizen science" . "2022-01-12 21:49:05.158199+00:00" . . . . "https://www.flickr.com/photos/foam/albums/72157715979200366" . . "2022-01-12 21:44:11.524385+00:00" . "2022-01-12 21:44:11.525013+00:00" . "Collection of maps based on the measurements taken by devices" . . "Observations taken by citizens represented on a Map" . "2022-01-12 21:44:11.524385+00:00" . . . . . "https://magpi.raspberrypi.com/issues/97/pdf" . . "2022-01-12 21:42:35.214419+00:00" . "2022-01-12 21:42:35.215144+00:00" . "Magizine of Rasberry Pi projects. It includes an article about Sonic Kayacs" . . "The MagPi - Issue 97" . "2022-01-12 21:42:35.214419+00:00" . . . . "https://www.youtube.com/watch?v=puLXKj1AVAk" . . "2022-01-12 21:49:38.295745+00:00" . "2022-01-12 21:49:38.296142+00:00" . . "Sonic Kayaks - citizen science in the marine environment for the ACTION project" . "2022-01-12 21:49:38.295745+00:00" . . . . . "ACTION project" . . "" . "Applied sciences" . . "service-account-enrichment" . . . . . . . . "8699"^^ . "https://api.rohub.org/api/ros/b7601048-d964-4c6f-92ac-f6956817dd44/crate/download/" . . "2022-01-12 23:11:01.694528+00:00" . "2025-03-05 00:55:14.849586+00:00" . "2022-01-12 23:11:01.694528+00:00" . "The aim of the project was to to understand and map the use of pesticides and fertilizers in the context of home farming and gardening. Simultaneously, it aimed to disseminate information on the topic with the final aim of reducing the use of pesticides and fertilizers." . "application/ld+json" . . . . "https://w3id.org/ro-id/b7601048-d964-4c6f-92ac-f6956817dd44" . . "IN MY BACKYARD" . "MANUAL" . "backyard" . "context" . "farming" . "fertiliser" . "horticulture" . "information" . "pesticide" . "project" . "purpose" . "subject" . "use" . "earth sciences" . "Agriculture" . "Fertiliser" . "aim" . "farming" . "fertilizer" . "gardening" . "pesticide" . "project" . "topic" . "aeronautics" . "aim of the project" . "fertilizers in the context" . "final aim" . "home farming" . "use of pesticide" . "IN MY BACKYARD." . "Simultaneously, it aimed to disseminate information on the topic with the final aim of reducing the use of pesticides and fertilizers." . "The aim of the project was to to understand and map the use of pesticides and fertilizers in the context of home farming and gardening." . "agriculture" . "project, ACTION. \"IN MY BACKYARD.\" ROHub. Jan 12 ,2022. https://w3id.org/ro-id/b7601048-d964-4c6f-92ac-f6956817dd44." . . . . . . "Publications" . . . . "Datasets" . . . . "Presentations" . . . . "https://doi.org/10.5281/zenodo.4081585" . . "2022-01-12 23:13:53.593108+00:00" . "2022-01-12 23:13:53.593689+00:00" . "Description of project, process, take aways and impact." . . "Project reflections and take aways" . "2022-01-12 23:13:53.593108+00:00" . . . . "https://doi.org/10.5281/zenodo.4081597" . . "2022-01-12 23:14:20.032977+00:00" . "2022-01-12 23:14:20.033714+00:00" . "Project Final Report" . . "Project Final Report" . "2022-01-12 23:14:20.032977+00:00" . . . . "https://doi.org/10.5281/zenodo.4081778" . . "2022-01-12 23:12:03.296651+00:00" . "2022-01-12 23:12:03.297278+00:00" . "In My Backyard: On-Site Survey Responses Raw Dataset" . . "On-Site Survey Responses Raw Dataset" . "2022-01-12 23:12:03.296651+00:00" . . . . "https://doi.org/10.5281/zenodo.4081770" . . "2022-01-12 23:12:48.624112+00:00" . "2022-01-12 23:12:48.624923+00:00" . "In My Backyard is a citizen science project promoted by Rio Neiva – Environmental NGO and its partner CEA – Municipal Centre for Environmental Education, both based in Esposende, Portugal. It was funded through the ACTION project. In My Backyard aimed to understand the use of harmful pesticides and fertilizers in home farming and gardening and uncovering sustainable alternatives practiced within domestic backyards." . . "Data Analysis Report" . "2022-01-12 23:12:48.624112+00:00" . . . . "https://doi.org/10.5281/zenodo.4081606" . . "2022-01-12 23:13:27.546138+00:00" . "2022-01-12 23:13:27.546890+00:00" . "Project key insights - Presentation at EU Week of Regions and Cities, 8th October, Session Citizens safeguarding the environment - https://europa.eu/regions-and-cities/programme/sessions/1451_en" . . "Key Insights" . "2022-01-12 23:13:27.546138+00:00" . . . . . "ACTION project" . . "" . "Applied sciences" . . "service-account-enrichment" . . . . . . . . "8966"^^ . "https://api.rohub.org/api/ros/7f2a62c1-21cb-42b1-875f-e7d2d19873c8/crate/download/" . . "2022-01-12 23:15:44.728087+00:00" . "2025-03-05 01:27:07.174680+00:00" . "2022-01-12 23:15:44.728087+00:00" . "The Po Valley in Northern Italy has one of the worst air qualities in Europe, with many of its cities regularly surpassing the threshold levels for PM concentrations considered safe for human health. Luckily, trees can play a role in tackling this problem: studies all over the world are demonstrating the ability of trees in capturing PM, but evidence is needed at the local level." . "application/ld+json" . . . . "https://w3id.org/ro-id/7f2a62c1-21cb-42b1-875f-e7d2d19873c8" . . "WOW NATURE" . "MANUAL" . "Europe" . "Northern Italy" . "air quality" . "city" . "evidence" . "hanger" . "health" . "prime minister" . "problem" . "safe" . "study" . "threshold level" . "trees" . "wow" . "earth sciences" . "Air pollution" . "Arrest" . "Executive (government)" . "Government" . "Ministers (government)" . "Europe" . "Po Valley" . "air quality" . "evidence" . "study" . "threshold level" . "tree" . "aeronautics" . "Po Valley in Northern Italy" . "ability of trees" . "demonstrate the ability" . "worst air qualities" . "wow nature" . "Luckily, trees can play a role in tackling this problem: studies all over the world are demonstrating the ability of trees in capturing PM, but evidence is needed at the local level." . "The Po Valley in Northern Italy has one of the worst air qualities in Europe, with many of its cities regularly surpassing the threshold levels for PM concentrations considered safe for human health." . "WOW NATURE." . "Europe" . "Northern Italy" . "project, ACTION. \"WOW NATURE.\" ROHub. Jan 12 ,2022. https://w3id.org/ro-id/7f2a62c1-21cb-42b1-875f-e7d2d19873c8." . . . . "Publications" . . . . "Presentations" . . . . . . "Datasets" . . . . . "https://doi.org/10.5281/zenodo.5236660" . . "2022-01-12 23:19:02.899248+00:00" . "2022-01-12 23:19:02.899697+00:00" . "Air pollution Device Measurements [\\\"pm1\\\",\\\"pm2p5\\\",\\\"pm4\\\",\\\"pm10\\\",\\\"humidity\\\"]" . . "WOW Nature - Bosco del ponte del Quarelo" . "2022-01-12 23:19:02.899248+00:00" . . . . "https://zenodo.org/record/5236644" . . "2022-01-12 23:16:42.817433+00:00" . "2022-01-12 23:16:42.818218+00:00" . "Air pollution Device Measurements [\\\"pm1\\\",\\\"pm2p5\\\",\\\"pm4\\\",\\\"pm10\\\",\\\"humidity\\\"]" . . "WOW Nature - Bosco di Prasaccon" . "2022-01-12 23:16:42.817433+00:00" . . . . . "https://doi.org/10.5281/zenodo.5842495" . . "2022-01-12 23:19:37.582385+00:00" . "2022-01-12 23:19:37.583025+00:00" . "Final presentation of Wow Nature" . . "Wow Nature - Final Presentation" . "2022-01-12 23:19:37.582385+00:00" . . . . . "https://doi.org/10.5281/zenodo.5842501" . . "2022-01-12 23:20:29.569248+00:00" . "2022-01-12 23:20:29.569658+00:00" . "This report summarizes the aims, design, implementation, and results of the WOWNATURE project, a project developed in the context of the first ACTION open call, i.e., a call for citizen science projects related to pollution funded by the European Union’s Horizon 2020 research and innovation programme under grant agreement No 824603. The project aimed to measure the air pollution mitigation capacity of urban and peri-urban forests by using innovative sensors and by engaging citizens throughout the process (i.e., experiment design, safekeeping of sensors, and dissemination of results) with the support of the WOWnature web-based platform, thus strengthening the argument in their favour as an effective policy to tackle air pollution." . . "WOW Nature - Final Report" . "2022-01-12 23:20:29.569248+00:00" . . . . . "https://doi.org/10.5281/zenodo.5236621" . . "2022-01-12 23:17:49.255133+00:00" . "2022-01-12 23:17:49.255593+00:00" . "Air pollution Device Measurements [\\\"pm1\\\",\\\"pm2p5\\\",\\\"pm4\\\",\\\"pm10\\\",\\\"humidity\\\"]" . . "Wow Nature - Bosco Limite" . "2022-01-12 23:17:49.255133+00:00" . . . . . "ACTION project" . . "" . "Earth sciences" . . "christian.bignami@ingv.it" . "Christian Bignami" . "0000-0002-8632-9979" . . . "00qps9a02" . "Istituto Nazionale di Geofisica e Vulcanologia" . . "soil" . "9.454545454545455" . "5.2" . . "The Sentinel-1 SAR data have been processed by using the LiCSBAS method implemented by COMET" . "4.408817635270542" . "4.4" . . "Etna Volcano" . "22.118380062305295" . "14.2" . . "comet" . "5.454545454545454" . "3.0" . . "phase of Etna Volcano" . "12.760736196319018" . "10.4" . . "boom" . "19.09090909090909" . "10.5" . . "geosciences" . "100.0" . "0.5355959534645081" . . "This Research Object reports the results of a fast InSAR multi-temporal analysis to map ground deformation related to the post-eruption phase of Etna Volcano, after the December 2018 event." . "72.14428857715431" . "72.0" . . "ground deformation" . "35.95092024539877" . "29.3" . . "eruption phase" . "19.631901840490798" . "16.0" . . "Sentinel-1 InSAR ground velocity of Etna Volcano, after the big eruption of December 2018." . "23.44689378757515" . "23.4" . . "after the Dec-2018" . . . "POLYGON ((14.7 37.95, 15.3 37.95, 15.3 37.44, 14.7 37.44, 14.7 37.95))" . . . "24368e97-b7e8-47a0-a677-7610777dc6cc" . "POLYGON ((14.7 37.95, 15.3 37.95, 15.3 37.44, 14.7 37.44, 14.7 37.95))" . . "POLYGON ((14.7 37.95, 15.3 37.95, 15.3 37.44, 14.7 37.44, 14.7 37.95))" . "14.7 37.95, 15.3 37.95, 15.3 37.44, 14.7 37.44, 14.7 37.95" . . "service-account-enrichment" . . . . . . ". https://w3id.org/ro-id/1c9bfc94-dbb9-475e-af50-601bff9f6c0c" . . . . "49515117"^^ . "https://api.rohub.org/api/ros/8b715b0d-b5bb-4d6a-9228-704ec87652f2/crate/download/" . . . "2022-02-16 16:10:01.055517+00:00" . "2025-03-05 01:21:29.885983+00:00" . "2022-02-16 16:10:01.055517+00:00" . "This Research Object reports the results of a fast InSAR multi-temporal analysis to map ground deformation related to the post-eruption phase of Etna Volcano, after the December 2018 event. The Sentinel-1 SAR data have been processed by using the LiCSBAS method implemented by COMET" . "application/ld+json" . . . . . "https://w3id.org/ro-id/8b715b0d-b5bb-4d6a-9228-704ec87652f2" . "Ground Motion" . "Ground Velocity" . "InSAR" . "SAR" . "Sentinel-1" . . "Sentinel-1 InSAR ground velocity of Etna Volcano, after the big eruption of December 2018" . . "MANUAL" . "https://w3id.org/ro-id/8b715b0d-b5bb-4d6a-9228-704ec87652f2/6453fc74-be94-4832-9757-d228b557ea6d" . "https://w3id.org/ro-id/13597655-8c57-4280-9765-76e5e9a6278e" . "https://w3id.org/ro-id/48cef009-12f2-452f-89b6-fc05d6f2938d" . "https://w3id.org/ro-id/54566b31-3489-43c4-abcd-53f59eaefa9c" . "https://w3id.org/ro-id/9a6cbb90-8725-4377-994f-2b8367fccb6b" . "https://w3id.org/ro-id/b73b8141-bc82-4ad9-abbd-79c89a88c558" . "https://w3id.org/ro-id/eae3c482-5579-418f-b98d-20d693f845b5" . "https://w3id.org/ro-id/f101ae40-b251-42fb-9a50-515f91e970ce" . "https://w3id.org/ro-id/f37fcac5-5fb4-4d37-941c-9cdec9e6c892" . "https://w3id.org/ro-id/f3b79827-3acf-4530-8fe2-9c81b345d563" . "https://w3id.org/ro-id/9bd87173-eb18-4afe-9c70-dd33d7b67127" . "https://w3id.org/ro-id/cfbdf5cf-2eef-4f65-abeb-76c16db92cc7" . "https://w3id.org/ro-id/db7665de-1070-46f0-8d4f-f037027cb28a" . "https://w3id.org/ro-id/dff9b071-8fd3-477f-9875-00c787161fae" . "https://w3id.org/ro-id/3e532cd3-916b-42c1-8583-ab7774e19db5" . "https://w3id.org/ro-id/b1ed85de-043f-4561-84b1-fddaea4f8aea" . "https://w3id.org/ro-id/bae57bdb-f352-4983-a4ce-611db59e115d" . "https://w3id.org/ro-id/d4528387-10e5-406f-8f95-368e0c813c7e" . "https://w3id.org/ro-id/f26805af-fc16-4d47-8453-1c507f01c903" . "https://w3id.org/ro-id/f5873a88-4af3-408d-9cf1-49bd5e638a1c" . "https://w3id.org/ro-id/5e1e9100-2c79-48d1-93c9-7a821a7b7b1e" . "https://w3id.org/ro-id/e1abba21-4272-4eb6-abd1-dc51a57939c3" . "https://w3id.org/ro-id/49c29a0b-0d21-4f05-afa0-3261f9b56842" . "https://w3id.org/ro-id/63ace803-4197-48f3-8bec-44fddd903a59" . "https://w3id.org/ro-id/725a9d35-d8bc-4420-9fce-5d58ef77981d" . "https://w3id.org/ro-id/939164aa-8730-4b35-8e0b-5946cc1ccef8" . "https://w3id.org/ro-id/b1416fc5-5abd-48f5-a6e0-130423b0ac93" . "https://w3id.org/ro-id/248d2117-7bbf-4a80-8954-66a9d38348ad" . "https://w3id.org/ro-id/624c51d5-e2e3-4eab-bb95-5f2cfa84f464" . "https://w3id.org/ro-id/771c087c-8823-4614-b47b-ddf602aa9bff" . "https://w3id.org/ro-id/857591e6-7e6e-455a-8113-071f69804f05" . "https://w3id.org/ro-id/b5dd7f41-defe-4614-9121-7bb50e0ee2f0" . "Bignami, Christian, and INGV GeoSAR Laboratory. \"Sentinel-1 InSAR ground velocity of Etna Volcano, after the big eruption of December 2018.\" ROHub. Feb 16 ,2022. https://w3id.org/ro-id/8b715b0d-b5bb-4d6a-9228-704ec87652f2." . . . . "script" . . . . . . . "metadata" . . . . . "biblio" . . . . . "data" . . . . "213"^^ . "https://api.rohub.org/api/resources/07e25d65-eb01-48d6-a874-502f4b7fbecb/download/" . . "2022-03-19 08:21:49.029862+00:00" . "2023-06-09 13:05:01.450514+00:00" . "application/vnd.google-earth.kml+xml" . . "Reference point in KML format" . "2022-03-19 08:21:49.029862+00:00" . . . . "1413"^^ . "https://api.rohub.org/api/resources/141f0775-4b87-439d-87d5-47c0c3cfae92/download/" . . "2022-03-19 08:21:40.300883+00:00" . "2023-06-09 13:04:10.928930+00:00" . "text/plain" . . "List of the used images" . "2022-03-19 08:21:40.300883+00:00" . . . . . "13162"^^ . "https://api.rohub.org/api/resources/5df10037-1895-43db-84b4-f629af6982d3/download/" . . "2022-03-18 19:53:24.339423+00:00" . "2022-03-18 19:53:29.252273+00:00" . . "Jupyter Notebook used to process SAR data based on LiCSBAS method" . "2022-03-18 19:53:24.339423+00:00" . . . . . "6702901"^^ . "https://api.rohub.org/api/resources/7f36b3c5-de72-490d-bdd6-1f8b0208627a/download/" . . "2023-06-09 12:05:26.685797+00:00" . "2023-06-09 12:06:17.299846+00:00" . "application/pdf" . . "One Reference paper of LiCSBAS method" . "2023-06-09 12:05:26.685797+00:00" . . . . . "4049604"^^ . "https://api.rohub.org/api/resources/81cecfa4-7222-4862-b53c-5ace30066ab8/download/" . . "2023-06-09 12:06:02.187826+00:00" . "2023-06-09 12:06:03.584840+00:00" . "application/pdf" . . "A second Reference paper of LiCSBAS method" . "2023-06-09 12:06:02.187826+00:00" . . . . . "388733"^^ . "https://api.rohub.org/api/resources/99224e8f-d02c-41b7-868f-179a3f4838a3/download/" . . "2022-03-19 08:21:54.744273+00:00" . "2023-06-09 13:04:51.128359+00:00" . "image/png" . . "Final connection graph" . "2022-03-19 08:21:54.744273+00:00" . . . . . "154390"^^ . "https://api.rohub.org/api/resources/9d318340-e188-4727-8f0c-c90287696f6e/download/" . . "2022-03-18 21:04:11.292887+00:00" . "2022-03-18 21:04:14.294836+00:00" . "image/tiff" . . "Final mean ground velocity map by LiCSBAS method in GEOTiff" . "2022-03-18 21:04:11.292887+00:00" . . . . . "39967814"^^ . "https://api.rohub.org/api/resources/ab7bd32e-5ac9-426f-ac49-7f46990694f7/download/" . . "2022-03-18 19:48:02.704188+00:00" . "2022-03-18 19:48:10.780688+00:00" . "This file is a structured h5 file, containing all the results of the MT-InSAR processing" . "application/x-tar" . . "LiCSBAS output" . "2022-03-18 19:48:02.704188+00:00" . . . . . "101757"^^ . "https://api.rohub.org/api/resources/dcb3913c-0ae2-438a-879a-ccff1fd3752d/download/" . . "2022-03-18 19:52:27.521128+00:00" . "2023-06-09 13:04:42.382632+00:00" . "image/png" . . "Mean ground Velocity map from LiCSBAS processing" . "2022-03-18 19:52:27.521128+00:00" . . . . . "ground velocity" . "25.39877300613497" . "20.7" . . "ground" . "10.545454545454545" . "5.8" . . "earth sciences" . "100.0" . "0.5819281339645386" . . "big eruption" . "6.257668711656441" . "5.1" . . "deformation" . "15.887850467289717" . "10.2" . . "of Dec-2018" . . "result" . "7.818181818181818" . "4.3" . . "Research Object" . "19.937694704049843" . "12.8" . . "atmospheric sciences" . "100.0" . "0.5819281339645386" . . "SAR interferometry" . "11.370716510903426" . "7.3" . . "Sports facilities" . "Lifestyle and leisure/Leisure/Leisure venue/Sports facilities" . . "Sport venue" . "Sport/Sport venue" . . "earth resources and remote sensing" . "100.0" . "0.5355959534645081" . . "velocity" . "14.0" . "7.7" . . "case" . "7.636363636363637" . "4.2" . . "velocity" . "13.551401869158877" . "8.7" . . "deformation" . "16.545454545454547" . "9.1" . . "phase" . "9.454545454545455" . "5.2" . . "eruption" . "17.133956386292834" . "11.0" . . "labgeosar@ingv.it" . "INGV GeoSAR Laboratory" . . "" . "Earth sciences" . . "published v1" . . "monthly map of PM10" . . "Copernicus Atmosphere Monitoring Service Data Cube Ro" . . "country" . . "map" . . "Ro" . . "monthly map" . . "map of PM10" . . "federica.foglini@ismar.cnr.it" . "Federica Foglini" . . "PCSS" . "example5@hotmail.com" . "Pepito Baston" . "0000-0002-8316-3195" . . "UNO-Recoletos" . "npepito@hotmail.com" . "Nieves Pepito" . "0000-0003-3784-6651" . . . "office@man.poznan.pl" . "025cj6e44" . "Poznan Supercomputing and Networking Center" . . . "neworg3@example.org" . "abcd56789" . "Example Org 3" . . . "17ac6881-a240-4b44-974c-a83463aca07a" . 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"38.0" . "38.0" . "POINT (38.0 38.0)" . . . "a384dfb8-5a8b-4ded-86fd-3ac17ecab1d6" . "POINT (38.0 38.0)" . . "service-account-enrichment" . . . . . . "False" . "https://w3id.org/ro-id/88374f34-bdb3-4449-97b3-8e0a8483aa66" . "2022-02-17 21:13:07.580080+00:00" . "mailto:rpalma@man.poznan.pl" . . . . . . . "103398"^^ . "https://api.rohub.org/api/ros/4e7a0712-e600-4645-a375-5a9b0d4ef122/crate/download/" . . . . "2022-02-17 14:58:39.070868+00:00" . "2024-03-05 12:17:26.373675+00:00" . "2022-02-17 14:58:39.070868+00:00" . "This Research Object demonstrate how to compute monthly map of PM10 over your country - modified" . "application/ld+json" . . . . . . . . . . . "https://w3id.org/ro-id/4e7a0712-e600-4645-a375-5a9b0d4ef122" . . "17th Feb - Copernicus Atmosphere Monitoring Service Data Cube Research Object - snapshot" . "Copernicus Atmosphere Monitoring Service Data Cube RO Feb 17th - published v1" . . "MANUAL" . "https://w3id.org/ro-id/4e7a0712-e600-4645-a375-5a9b0d4ef122/0675dd94-c052-4526-9e7f-3274e2a20d63" . "https://w3id.org/ro-id/4e7a0712-e600-4645-a375-5a9b0d4ef122/a14e28c2-9990-45f1-a7f1-194103406268" . "https://w3id.org/ro-id/4e7a0712-e600-4645-a375-5a9b0d4ef122/f3ebe1ed-9c2d-4da4-8e05-55df51e8bcbb" . "Foglini, Federica, Nieves Pepito, and Pepito Baston. \"Copernicus Atmosphere Monitoring Service Data Cube RO Feb 17th - published v1.\" ROHub. Feb 17 ,2022. https://doi.org/10.24424/kh1w-th55." . . . . "biblio" . . . . "data" . . . "myfolder" . . . "mysubfolder" . . . "raw data" . . . "metadata" . . . . "https://zenodo.org/record/5554786/files/RELIANCE-Datacube-featuring-EOSC_v0.2.ipynb" . . "2022-02-17 15:22:30.059240+00:00" . "2023-05-16 17:11:30.443960+00:00" . . "https://zenodo.org/record/5554786/files/RELIANCE-Datacube-featuring-EOSC_v0.2.ipynb" . "2022-02-17 15:22:30.059240+00:00" . . . "This dataset provides daily air quality analyses and forecasts for Europe.\n\nCAMS produces specific daily air quality analyses and forecasts for the European domain at significantly higher spatial resolution (0.1 degrees, approx. 10km) than is available from the global analyses and forecasts. The production is based on an ensemble of nine air quality forecasting systems across Europe. A median ensemble is calculated from individual outputs, since ensemble products yield on average better performance than the individual model products. The spread between the nine models are used to provide an estimate of the forecast uncertainty. The analysis combines model data with observations provided by the European Environment Agency (EEA) into a complete and consistent dataset using various data assimilation techniques depending upon the air-quality forecasting system used. In parallel, air quality forecasts are produced once a day for the next four days. Both the analysis and the forecast are available at hourly time steps at seven height levels.\n\nNote that only nitrogen monoxide, nitrogen dioxide, sulphur dioxide, ozone, PM2.5, PM10 and dust are regularly validated against in situ observations, and therefore forecasts of all other variables are unvalidated and should be considered experimental." . "EU_CAMS_SURFACE_PM10_G" . . . "Jupyter Notebook for discovering, accessing and processing RELIANCE data cube, and creating a Research Object with results, and finally publish it in Zenodo" . "Jupter Notebook of CAMS European air quality analysis from Copernicus Atmosphere Monitoring with RELIANCE services" . . . . "https://reliance-das.adamplatform.eu/wcs?service=WCS&Request=GetCoverage&CoverageID=EU_CAMS_SURFACE_PM10_G&subset=unix(2018-09-01,2018-09-01)&format=image/tiff" . . "2022-02-17 15:22:03.118296+00:00" . "2022-02-17 21:13:02.711907+00:00" . . "https://reliance-das.adamplatform.eu/wcs?service=WCS&Request=GetCoverage&CoverageID=EU_CAMS_SURFACE_PM10_G&subset=unix(2018-09-01,2018-09-01)&format=image/tiff" . "2022-02-17 15:22:03.118296+00:00" . . . . "https://reliance-das.adamplatform.eu/opensearch/search?datasetId=EU_CAMS_SURFACE_PM10_G&startDate=2018-09-01&endDate=2018-09-01" . . "2022-02-17 15:22:15.915421+00:00" . "2022-02-17 21:13:02.585683+00:00" . . "https://reliance-das.adamplatform.eu/opensearch/search?datasetId=EU_CAMS_SURFACE_PM10_G&startDate=2018-09-01&endDate=2018-09-01" . "2022-02-17 15:22:15.915421+00:00" . . . "Daily PM10 concentration for 1st September 2018 over Europe" . "Daily PM10 concentration" . . . "This resource has this description" . "Flow to compute monthly map - updated" . . . "List of hourly PM10 concentration data for September 1st 2018 over Europe" . "Index of daily PM10 concentration for September 1st 2018" . . . . "73394"^^ . "https://api.rohub.org/api/resources/a4a570d8-f83c-47e8-bf0f-50c2a66810b1/download/" . . "2022-02-17 15:19:04.098429+00:00" . "2022-02-17 21:13:02.115316+00:00" . "image/png" . . "flow-dcro.png" . "2022-02-17 15:19:04.098429+00:00" . . . . "https://box.psnc.pl/f/d90a0e1e0d/?raw=1" . . "2022-02-17 15:22:47.629469+00:00" . "2022-02-17 21:13:02.616681+00:00" . . "https://box.psnc.pl/f/d90a0e1e0d/?raw=1" . "2022-02-17 15:22:47.629469+00:00" . . . "Catch data records sample from 2019" . "Catch data from Norway" . . . . "https://reliance-das.adamplatform.eu/opensearch/datasets?datasetId=EU_CAMS_SURFACE_PM10_G" . . "2022-02-17 15:21:26.221676+00:00" . "2022-02-17 21:13:02.517346+00:00" . . "https://reliance-das.adamplatform.eu/opensearch/datasets?datasetId=EU_CAMS_SURFACE_PM10_G" . "2022-02-17 15:21:26.221676+00:00" . . . . . . "POINT (38.0 38.0)" . . . 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"Volcanic Column Top Height calculation using Dark Pixel method in a 19x19 EUMETSAT/SEVIRI box around Etna volcano. Radiosounding provided by WMO in Trapani station." . "application/ld+json" . . . . . . . "https://w3id.org/ro-id/90170231-63d3-49ed-b136-4f06c562ab35" . . "Etna Eruption 2021 03 07 Research Object" . . "MANUAL" . "https://w3id.org/ro-id/90170231-63d3-49ed-b136-4f06c562ab35/f5419588-0987-4c62-a2cf-23f25a891745" . "Stelitano, Dario. \"Etna Eruption 2021 03 07 Research Object.\" ROHub. Mar 10 ,2022. https://w3id.org/ro-id/90170231-63d3-49ed-b136-4f06c562ab35." . . . "metadata" . . . "raw data" . . . . . . . "data" . . . . . "biblio" . . . . . "https://youtu.be/st-PxspAtv0" . . "2022-03-10 15:52:56.121253+00:00" . "2022-03-10 15:52:56.337231+00:00" . . "EUMETSAT/Meteosat RGB Ash composite video - Central Mediterranean Sea 20210307_0700" . "2022-03-10 15:52:56.121253+00:00" . . . . . "https://youtu.be/1HBw30dCsQU" . . "2022-03-10 15:52:59.047954+00:00" . "2022-03-10 15:52:59.264964+00:00" . . "EUMETSAT/Meteosat Brightness Temperature Difference 11-12um video - Central Mediterranean Sea 20210307_0700" . "2022-03-10 15:52:59.047954+00:00" . . . . . "https://www.mdpi.com/2076-3263/8/4/140/htm" . . "2022-03-10 15:53:01.678269+00:00" . "2022-03-10 15:53:01.903560+00:00" . . "Dark Pixel procedure description. Chapter 3.3" . "2022-03-10 15:53:01.678269+00:00" . . . . . "http://editoria.rm.ingv.it/miscellanea/2020/miscellanea57/?page=114" . . "2022-03-10 15:53:04.976085+00:00" . "2022-03-10 15:53:05.150242+00:00" . . "Multimission Acquisition SysTem (MAST) description" . "2022-03-10 15:53:04.976085+00:00" . . . . . "1596932"^^ . "https://api.rohub.org/api/resources/e6e7f136-894e-4378-a101-3ae76db6d729/download/" . . "2022-03-10 15:52:48.979802+00:00" . "2022-03-10 15:52:52.039964+00:00" . "image/png" . . "EUMETSAT/Meteosat RGB Ash composite - Central Mediterranean Sea 20210307_0600" . "2022-03-10 15:52:48.979802+00:00" . . . . . "2278065"^^ . "https://api.rohub.org/api/resources/f68827fd-d246-4143-80bc-5e2a90c62581/download/" . . "2022-03-10 15:53:12.873946+00:00" . "2022-03-10 15:53:15.945906+00:00" . "text/html" . . "(interactive html) Volcanic Column Top Height using Dark Pixel Etna 20210307_0500" . "2022-03-10 15:53:12.873946+00:00" . . . . . "Dario Stelitano" . . "" . "Earth sciences" . . "10.13039/501100000781" . "European Commission" . . "height calculation" . . "SEVIRI box" . . "volcanic column" . . "column" . . "research" . . "World Meteorological Organization" . . "height" . . "World Meteorological Organization" . . "Trapani" . . "Etna" . . "Etna eruption" . . "Etna" . . "aim" . . "volcanology" . . "calculation" . . "EUMETSAT" . . "sounding" . . "Trapani" . . . "00qps9a02" . "Istituto Nazionale di Geofisica e Vulcanologia" . . . "101017502" . "RELIANCE" . "Research Lifecycle Management for Earth Science Communities and Copernicus Users" . . . "POINT (15.0 37.75)" . . . "1eba86a7-8bd5-405f-83f8-872bb06e6436" . "POINT (15.0 37.75)" . . "15.0" . "37.75" . "POINT (15.0 37.75)" . . "service-account-enrichment" . . . . . . . . . "1986300"^^ . "https://api.rohub.org/api/ros/9dda85b5-db3b-4167-8afb-034615cc16c8/crate/download/" . . . "2022-03-10 16:18:25.419673+00:00" . "2025-03-05 00:51:32.629921+00:00" . "2022-03-10 16:18:25.419673+00:00" . "Volcanic Column Top Height calculation using Dark Pixel method in a 19x19 EUMETSAT/SEVIRI box around Etna volcano. Radiosounding provided by WMO in Trapani station." . "application/ld+json" . . . . . . . "https://w3id.org/ro-id/9dda85b5-db3b-4167-8afb-034615cc16c8" . . "Etna Eruption 2021 03 09 Research Object" . . "MANUAL" . "https://w3id.org/ro-id/9dda85b5-db3b-4167-8afb-034615cc16c8/eed3bad3-c43b-4f54-b391-b745e5da654d" . "Stelitano, Dario. \"Etna Eruption 2021 03 09 Research Object.\" ROHub. Mar 10 ,2022. https://w3id.org/ro-id/9dda85b5-db3b-4167-8afb-034615cc16c8." . . . . . . . "data" . . . . . "biblio" . . . "metadata" . . . "raw data" . . . . . "1674681"^^ . "https://api.rohub.org/api/resources/555862ce-f0a6-42f5-9dd0-9f3143a1caec/download/" . . "2022-03-10 16:18:46.047715+00:00" . "2022-03-10 16:18:49.582095+00:00" . "image/png" . . "EUMETSAT/Meteosat RGB Ash composite - Central Mediterranean Sea 20210309_2300" . "2022-03-10 16:18:46.047715+00:00" . . . . . "https://youtu.be/AMRKswnAi7Q" . . "2022-03-10 16:18:58.374760+00:00" . "2022-03-10 16:18:58.618087+00:00" . . "EUMETSAT/Meteosat Brightness Temperature Difference 11-12um video - Central Mediterranean Sea 20210310_0000" . "2022-03-10 16:18:58.374760+00:00" . . . . . "https://youtu.be/caFW5gzfVhI" . . "2022-03-10 16:18:55.108176+00:00" . "2022-03-10 16:18:55.339265+00:00" . . "EUMETSAT/Meteosat RGB Ash composite video - Central Mediterranean Sea 20210310_0000" . "2022-03-10 16:18:55.108176+00:00" . . . . . "https://www.mdpi.com/2076-3263/8/4/140/htm" . . "2022-03-10 16:19:01.415958+00:00" . "2022-03-10 16:19:01.639454+00:00" . . "Dark Pixel procedure description. Chapter 3.3" . "2022-03-10 16:19:01.415958+00:00" . . . . . "13399939"^^ . "https://api.rohub.org/api/resources/f7cd6f5a-8c54-440b-86d1-b92a513a8c39/download/" . . "2022-03-10 16:19:26.308248+00:00" . "2022-03-10 16:19:30.660126+00:00" . "text/html" . . "(interactive html) Volcanic Column Top Height using Dark Pixel Etna 20210309_2200" . "2022-03-10 16:19:26.308248+00:00" . . . . . "http://editoria.rm.ingv.it/miscellanea/2020/miscellanea57/?page=114" . . "2022-03-10 16:19:04.290216+00:00" . "2022-03-10 16:19:04.525751+00:00" . . "Multimission Acquisition SysTem (MAST) description" . "2022-03-10 16:19:04.290216+00:00" . . . . . "Dario Stelitano" . . "" . "Earth sciences" . . "10.13039/501100000781" . "European Commission" . . . "00qps9a02" . "Istituto Nazionale di Geofisica e Vulcanologia" . . . "101017502" . "RELIANCE" . "Research Lifecycle Management for Earth Science Communities and Copernicus Users" . . 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"16.480446927374302" . "11.8" . . "earth sciences" . "100.0" . "0.9904175400733948" . . "Column Top Height calculation" . "11.446409989594171" . "11.0" . . "box around Etna" . "4.578563995837669" . "4.4" . . "sounding" . "14.331723027375201" . "8.9" . . "Etna" . "18.854748603351958" . "13.5" . . "EUMETSAT" . "15.502793296089386" . "11.1" . . "space sciences" . "100.0" . "0.5544100999832153" . . "research object" . "11.966701352757543" . "11.5" . . "SEVIRI" . "10.75418994413408" . "7.7" . . "space sciences (general)" . "100.0" . "0.5544100999832153" . . "volcanology" . "100.0" . "7.4" . . "calculation" . "13.268156424581006" . "9.5" . . "SEVIRI box" . "42.35171696149844" . "40.7" . . . "POINT (15.0 37.75)" . . . "5d51dbbd-e4c2-46a7-a739-400925445bd8" . "POINT (15.0 37.75)" . . "15.0" . "37.75" . "POINT (15.0 37.75)" . . "service-account-enrichment" . . . . . . . . . "1968912"^^ . "https://api.rohub.org/api/ros/ae86fae3-f7a9-4582-9582-d3e5cf27881e/crate/download/" . . . "2022-03-10 16:38:38.600063+00:00" . "2025-03-05 00:51:33.059059+00:00" . "2022-03-10 16:38:38.600063+00:00" . "Volcanic Column Top Height calculation using Dark Pixel method in a 19x19 EUMETSAT/SEVIRI box around Etna volcano. Radiosounding provided by WMO in Trapani station." . "application/ld+json" . . . . . . . "https://w3id.org/ro-id/ae86fae3-f7a9-4582-9582-d3e5cf27881e" . . "Etna Eruption 2021 03 24 Research Object" . . "MANUAL" . "https://w3id.org/ro-id/ae86fae3-f7a9-4582-9582-d3e5cf27881e/fb66cf2c-3ca7-4a97-b60c-65726271178b" . "https://w3id.org/ro-id/a9736593-7c13-4a2b-b777-0b5504053f27" . "https://w3id.org/ro-id/ed7f50a9-cfcd-4940-b04d-d6f3cfc03dff" . "https://w3id.org/ro-id/06cf592a-e81f-4e4a-9d98-61a09f319020" . "https://w3id.org/ro-id/1d8d44ae-9669-4616-8297-951627ddfa3b" . "https://w3id.org/ro-id/24f87165-d038-49ed-ad6c-e296a320f7d4" . "https://w3id.org/ro-id/2aa17299-d447-4430-b414-c871412073ee" . "https://w3id.org/ro-id/379da2bc-6db3-47c9-8e0f-40687f593787" . "https://w3id.org/ro-id/3cd84c6d-efe8-4fec-8b72-fc4034f83538" . "https://w3id.org/ro-id/732c5667-081d-471e-b979-f4ff6bcfb0b5" . "https://w3id.org/ro-id/d41373b4-ea29-4305-b3a7-fbb4269c856f" . "https://w3id.org/ro-id/d8358bc4-4724-4263-bdb0-28b7aea66be0" . "https://w3id.org/ro-id/e54df1fe-bbf4-48d2-9ab5-5d71e5dc9da0" . "https://w3id.org/ro-id/47f82b88-216e-4647-a275-0dc1ecebad46" . "https://w3id.org/ro-id/58822377-23cf-4379-ae7a-7f8009bdbc8f" . "https://w3id.org/ro-id/0b92119f-dde0-42a7-b739-8b325443cbfb" . "https://w3id.org/ro-id/37287334-8d4b-41d5-b693-ac173095f2e1" . "https://w3id.org/ro-id/4e1c922d-c835-45b2-8f60-e6ec8d418beb" . "https://w3id.org/ro-id/aff716b8-bbd7-4e6e-add9-07f87def6f7b" . "https://w3id.org/ro-id/51359fcb-1453-4462-b031-9d8cd1502134" . "https://w3id.org/ro-id/53b2f5e0-2af6-4d0e-b2d5-4f09d0428269" . "https://w3id.org/ro-id/7c1ed93d-0aff-4908-9015-b2a28c282e44" . "https://w3id.org/ro-id/7d916713-3981-4067-8435-a5606218daf5" . "https://w3id.org/ro-id/952c7fba-8ba2-4bc9-b81f-80fd0bc62874" . "https://w3id.org/ro-id/ae05a6d9-da60-4f0f-bd8d-a768b072a290" . "https://w3id.org/ro-id/e208f01c-adaf-41af-83f6-b58dce58fec2" . "https://w3id.org/ro-id/87ba6515-1def-47be-99ba-60dd1ac67de8" . "https://w3id.org/ro-id/95898c5e-442d-4f8e-808b-c849597e0da7" . "https://w3id.org/ro-id/045c1529-667c-4b9e-8edd-32da2b93d405" . "https://w3id.org/ro-id/6c26254d-121b-42e8-bbf5-c04af6ae4850" . "https://w3id.org/ro-id/6ee9f3ce-5a1c-4a12-ba39-c052981a8dee" . "https://w3id.org/ro-id/93a250ce-e1bf-42a9-ac45-b268575d2f9a" . "https://w3id.org/ro-id/ae505dac-25bc-46b6-a211-9aa2575c13fe" . "https://w3id.org/ro-id/02d19845-bfa8-4201-9341-3abede5f5675" . "https://w3id.org/ro-id/04f36e24-dc5d-49fd-9062-39546e677c44" . "https://w3id.org/ro-id/1d954682-0ef4-4a89-b9b2-fc050437fd21" . "https://w3id.org/ro-id/b39e208d-fc9c-4ca4-80e1-75d68a829ede" . "Stelitano, Dario. \"Etna Eruption 2021 03 24 Research Object.\" ROHub. Mar 10 ,2022. https://w3id.org/ro-id/ae86fae3-f7a9-4582-9582-d3e5cf27881e." . . . . . . . "data" . . . "metadata" . . . . . "biblio" . . . "raw data" . . . . . "8146124"^^ . "https://api.rohub.org/api/resources/02e0da2d-470d-4fdf-9727-a4b2b746dd17/download/" . . "2022-03-10 16:39:28.841611+00:00" . "2023-06-05 14:19:47.335090+00:00" . "text/html" . . "(interactive html) Volcanic Column Top Height using Dark Pixel Etna 20210324_0000" . "2022-03-10 16:39:28.841611+00:00" . . . . . "https://youtu.be/8gyQjXzLKB0" . . "2022-03-10 16:39:06.078555+00:00" . "2022-03-10 16:39:06.293621+00:00" . . "EUMETSAT/Meteosat RGB Ash composite video - Central Mediterranean Sea 20210324_0200" . "2022-03-10 16:39:06.078555+00:00" . . . . . "https://www.mdpi.com/2076-3263/8/4/140/htm" . . "2022-03-10 16:39:12.254646+00:00" . "2022-03-10 16:39:12.469857+00:00" . . "Dark Pixel procedure description. Chapter 3.3" . "2022-03-10 16:39:12.254646+00:00" . . . . . "http://editoria.rm.ingv.it/miscellanea/2020/miscellanea57/?page=114" . . "2022-03-10 16:39:14.803356+00:00" . "2022-03-10 16:39:15.041898+00:00" . . "Multimission Acquisition SysTem (MAST) description" . "2022-03-10 16:39:14.803356+00:00" . . . . . "1702779"^^ . "https://api.rohub.org/api/resources/3b80da8f-373e-4de2-8c12-30594b699609/download/" . . "2022-03-10 16:38:58.411536+00:00" . "2022-03-10 16:39:01.548185+00:00" . "image/png" . . "EUMETSAT/Meteosat RGB Ash composite - Central Mediterranean Sea 20210324_0100" . "2022-03-10 16:38:58.411536+00:00" . . . . . "https://youtu.be/QncRb0ZOv0E" . . "2022-03-10 16:39:08.838121+00:00" . "2022-03-10 16:39:09.080271+00:00" . . "EUMETSAT/Meteosat Brightness Temperature Difference 11-12um video - Central Mediterranean Sea 20210324_0200" . "2022-03-10 16:39:08.838121+00:00" . . . . . "Volcanic eruption" . "Disaster, accident and emergency incident/Disaster/Natural disasters/Volcanic eruption" . . "Mar-24-2021" . . "volcano" . "6.9243156199677935" . "4.3" . . "World Meteorological Organization" . "18.357487922705314" . "11.4" . . "sounding" . "12.430167597765363" . "8.9" . . "research" . "5.958132045088567" . "3.7" . . "World Meteorological Organization" . "https://www.wikidata.org/wiki/Q170424" . . "Dario Stelitano" . . "" . "Applied sciences" . . "Decatur" . . "The Illinois Basin" . . "Illinois" . . "Archer Daniels Midland" . . "mechanical data" . . "subsurface data" . . "Decatur Project Dataset" . . "Illinois Illinois Basin" . . "United States of America" . . "carbon dioxide" . . "data" . . "injection" . . "Archer Daniels Midland" . . "dataset" . . "Decatur Project Dataset The Illinois Basin" . . "Decatur" . . "Illinois" . . "report" . . "United States of America" . . "assessment" . . "injection at the Archer Daniels Midland" . . "Illinois Basin" . . "-88.89" . "39.87" . "POINT (-88.89 39.87)" . . . "e459c565-3c19-460e-b703-75af8237a82c" . "POINT (-88.89 39.87)" . . "service-account-enrichment" . . . . . . . . . "6642"^^ . "https://api.rohub.org/api/ros/0e64ec05-65dc-4cd1-b652-1c7bf3be0639/crate/download/" . . "2022-03-22 00:38:18.628199+00:00" . "2025-03-05 00:53:53.667089+00:00" . "2022-03-22 00:38:18.628199+00:00" . "The Illinois Basin - Decatur Project (IBDP) dataset is a reference dataset containing subsurface data, monitoring data, geomodels, geomechanical data, and reports related to assessment and CO2 injection at the Archer Daniels Midland site in Decatur, Illinois, United States." . "application/ld+json" . . . . . "https://w3id.org/ro-id/0e64ec05-65dc-4cd1-b652-1c7bf3be0639" . . "Illinois Basin - Decatur Project Dataset" . "MANUAL" . "https://w3id.org/ro-id/0e64ec05-65dc-4cd1-b652-1c7bf3be0639/75f05324-9f7b-4622-9b10-c4142930e532" . "Illinois State Geological Survey (Illinois State Geological Survey). \"Illinois Basin - Decatur Project Dataset.\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/0e64ec05-65dc-4cd1-b652-1c7bf3be0639." . . . "POINT (-88.89 39.87)" . . . . "data" . . . "biblio" . . . "metadata" . . . "raw data" . . . . "Illinois State Geological Survey (2022).Illinois Basin - Decatur Project Dataset [Data set]. Norstore. https://doi.org/10.11582/2022.00017" . "Illinois State Geological Survey (Illinois State Geological Survey)" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2022.00017" . . "2022-03-09 00:00:00" . "2022-03-22 00:38:32.699107+00:00" . "The Illinois Basin - Decatur Project (IBDP) dataset is a reference dataset containing subsurface data, monitoring data, geomodels, geomechanical data, and reports related to assessment and CO2 injection at the Archer Daniels Midland site in Decatur, Illinois, United States." . . "Illinois Basin - Decatur Project Dataset" . "2022-03-09 00:00:00" . "Illinois State Geological Survey (Illinois State Geological Survey)" . . . . . "Illinois.State.Geological.Survey@rohub.com" . 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"https://w3id.org/ro-id/86596d1c-e4bb-4fba-95e6-2c19a2657126" . "https://w3id.org/ro-id/ebd41fb7-29ba-4525-aac1-35b95d919a5e" . "https://w3id.org/ro-id/38cb87ad-c379-407b-9240-934061ab2ec5" . "https://w3id.org/ro-id/87b442e6-935e-4262-a9a7-e09eabf8cfb6" . "https://w3id.org/ro-id/0f6e1d80-8bc3-4d1d-a700-c3bb186e8a28" . "https://w3id.org/ro-id/515472c2-8f88-42b0-8497-99a54f00eac9" . "https://w3id.org/ro-id/51b25536-7fe9-42f1-bda6-cb44ebe42ec7" . "https://w3id.org/ro-id/71890ef5-b2d8-4243-ba31-c13d21e8e8c8" . "https://w3id.org/ro-id/96bbbf2b-dfb4-4aa6-adf2-8340575e46d3" . "https://w3id.org/ro-id/49099124-4ecb-4d63-9516-6c14b3787521" . "https://w3id.org/ro-id/561d75de-a583-441c-bb7b-fbcb20e23c27" . "Francois Renard. \"4D synchrotron X-ray imaging of grain scale deformation mechanisms in a seismogenic gas reservoir sandstone during axial compaction.\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/41a50d36-8102-4f0c-a227-3fc44ae00a71." . . . . "data" . . . "raw data" . . . "biblio" . . . "metadata" . . . . "Renard, F. (2022).4D synchrotron X-ray imaging of grain scale deformation mechanisms in a seismogenic gas reservoir sandstone during axial compaction [Data set]. Norstore. https://doi.org/10.11582/2022.00016" . "Francois Renard" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2022.00016" . . "2022-03-07 00:00:00" . "2022-03-22 00:38:56.175879+00:00" . "In-situ X-ray tomography images of the deformation of a core sample of Groningen sandstone (Hades apparatus, beamline ID19, ESRF)" . . "4D synchrotron X-ray imaging of grain scale deformation mechanisms in a seismogenic gas reservoir sandstone during axial compaction" . "2022-03-07 00:00:00" . "Francois Renard" . . . . . "earth sciences" . "100.0" . "0.6915496587753296" . . "In-situ X-ray tomography images of the deformation of a core sample of Groningen sandstone (Hades apparatus, beamline ID19, ESRF)" . "51.75175175175175" . "51.7" . . "X-ray tomography image" . "29.865771812080535" . "8.9" . . "seismogenic gas reservoir sandstone" . "10.738255033557047" . "3.2" . . "4D synchrotron X-ray imaging of grain scale deformation mechanisms in a seismogenic gas reservoir sandstone during axial compaction." . "48.248248248248245" . "48.2" . . "deformation" . "12.645011600928074" . "10.9" . . "image" . "11.994002998500749" . "8.0" . . "grain scale deformation mechanism" . "32.88590604026846" . "9.8" . . "apparatus" . "4.060324825986079" . "3.5" . . "Genetics" . "Science and technology/Natural science/Biology/Genetics" . . "imaging" . "23.38830584707646" . "15.6" . . "geosciences" . "100.0" . "0.6389099359512329" . . "core sample" . "6.0324825986078885" . "5.2" . . "Groningen" . "https://www.wikidata.org/wiki/Q749" . . "deformation of a core sample of Groningen sandstone" . "10.738255033557047" . "3.2" . . "natural gas" . "5.220417633410673" . "4.5" . . "imaging" . "18.329466357308583" . "15.8" . . "x-ray" . "9.628770301624131" . "8.3" . . "Oil and gas - upstream activities" . "Economy, business and finance/Economic sector/Energy and resource/Oil and gas - upstream activities" . . "geology" . "100.0" . "0.6915496587753296" . . "synchrotron" . "8.584686774941995" . "7.4" . . "reservoir" . "9.5952023988006" . "6.4" . . "Groningen" . "3.596287703016241" . "3.1" . . "geology" . "100.0" . "16.7" . . "Medical procedure-test" . "Health/Health treatment/Medical procedure-test" . . "sandstone" . "14.96519721577726" . "12.9" . . "francois.renard@rohub.com" . "Francois Renard" . . "Geo H." . . "" . "Environmental research" . . "" . "Neurobiology" . . "" . "Life sciences" . . "" . "Physical sciences" . . "calcium" . . "photon" . . "http" . . "analysis" . . "dataset" . . "mouse" . . "two-photon calcium imaging" . . "imaging" . . "move mouse" . . "calcium imaging" . . "computer code" . . "information" . . "analysis code" . . "service-account-enrichment" . . . . . . . . . . . . . . . . . . "10761"^^ . "https://api.rohub.org/api/ros/0c774ee2-aef9-4f41-bc8f-15c244f99ec1/crate/download/" . . "2022-03-22 00:38:57.172485+00:00" . "2025-03-05 01:27:08.516180+00:00" . "2022-03-22 00:38:57.172485+00:00" . "This dataset contains data presented in the paper \"Large-scale two-photon calcium imaging in freely moving mice\"\nWeijian Zong,Horst A. Obenhaus, Emilie R. Skytøen, Hanna Eneqvist, Nienke L. de Jong, Marina R. Jorge, May-Britt Moser, Edvard I. Moser (2022).\n\nIt is complementary to the analysis code stored at LINK: http://github.com/kavli-ntnu/MINI2P_toolbox" . "application/ld+json" . . . . . "https://w3id.org/ro-id/0c774ee2-aef9-4f41-bc8f-15c244f99ec1" . . "Zong 2022" . "MANUAL" . "Weijian Zong, Horst A. Obenhaus, Emilie Skytøen, Hanna Eneqvist, Nienke de Jong, Marina Jorge, May-Britt Moser, and Edvard Moser. \"Zong 2022.\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/0c774ee2-aef9-4f41-bc8f-15c244f99ec1." . . . "metadata" . . . "raw data" . . . . "data" . . . . "biblio" . . . . "Zong, W., Obenhaus, H., Skytøen, E., Eneqvist, H., de Jong, N., Jorge, M., Moser, M., Moser, E. (2022).Zong 2022 [Data set]. Norstore. https://doi.org/10.11582/2022.00008" . "Edvard Ingjald Moser" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2022.00008" . . "2022-02-10 00:00:00" . "2022-03-22 00:39:38.959576+00:00" . "This dataset contains data presented in the paper \"Large-scale two-photon calcium imaging in freely moving mice\"\nWeijian Zong,Horst A. Obenhaus, Emilie R. Skytøen, Hanna Eneqvist, Nienke L. de Jong, Marina R. Jorge, May-Britt Moser, Edvard I. Moser (2022).\n\nIt is complementary to the analysis code stored at LINK" . . "Zong 2022" . "2022-02-10 00:00:00" . "Edvard Ingjald Moser" . . . . . "https://doi.org/10.1101/2021.09.20.461015" . . "2022-03-22 00:39:36.559662+00:00" . "2022-03-22 00:39:36.674275+00:00" . . "https://doi.org/10.1101/2021.09.20.461015" . "2022-03-22 00:39:36.559662+00:00" . . . . . "HorstA.Obenhaus@rohub.com" . "Horst A. Obenhaus" . . "Weijian@hotmail.com" . "Weijian Zong" . . "edvard.moser@rohub.com" . "Edvard Moser" . . "emilie.skytoen@rohub.com" . "Emilie Skytøen" . . "Geo H." . . "hanna.eneqvist@rohub.com" . "Hanna Eneqvist" . . "marina.jorge@rohub.com" . "Marina Jorge" . . "may-britt.moser@rohub.com" . "May-Britt Moser" . . "nienke.de.jong@rohub.com" . "Nienke de Jong" . . "" . "Applied sciences" . . "service-account-enrichment" . . . . . . . . "7960"^^ . "https://api.rohub.org/api/ros/a64cc611-d619-492b-9ceb-8bfa66f392d0/crate/download/" . . "2022-03-22 00:39:39.965760+00:00" . "2025-03-05 12:49:07.220293+00:00" . "2022-03-22 00:39:39.965760+00:00" . "This Excel spreadsheet contains data on the Nutrient optimised beef enhances blood levels of vitamin D and Selenium amount young women." . "application/ld+json" . . . . . "https://w3id.org/ro-id/a64cc611-d619-492b-9ceb-8bfa66f392d0" . . "Nutrient optimised beef enhances blood levels of vitamin D and Selenium amount young women" . "MANUAL" . "Excel" . "beef" . "data" . "lineage" . "miss" . "quantity" . "spreadsheet" . "vitamin D" . "earth sciences" . "Food and drink" . "Food" . "Excel" . "beef" . "blood" . "data" . "spreadsheet" . "vitamin D" . "young woman" . "life sciences" . "Excel spreadsheet" . "blood levels of vitamin D" . "contain data" . "optimised beef" . "selenium amount young women" . "Nutrient optimised beef enhances blood levels of vitamin D and Selenium amount young women." . "This Excel spreadsheet contains data on the Nutrient optimised beef enhances blood levels of vitamin D and Selenium amount young women." . "office productivity software" . "Anna Haug. \"Nutrient optimised beef enhances blood levels of vitamin D and Selenium amount young women.\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/a64cc611-d619-492b-9ceb-8bfa66f392d0." . . . . "data" . . . "raw data" . . . "metadata" . . . "biblio" . . . . "Haug, A. (2022).Nutrient optimised beef enhances blood levels of vitamin D and Selenium amount young women [Data set]. Norstore. https://doi.org/10.11582/2022.00007" . "Bjørg Egelandsdal" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2022.00007" . . "2022-02-08 00:00:00" . "2022-03-22 00:39:51.183359+00:00" . "This Excel spreadsheet contains data on the Nutrient optimised beef enhances blood levels of vitamin D and Selenium amount young women." . . "Nutrient optimised beef enhances blood levels of vitamin D and Selenium amount young women" . "2022-02-08 00:00:00" . "Bjørg Egelandsdal" . . . . . "anna.haug@rohub.com" . "Anna Haug" . . "Geo H." . . "" . "Environmental research" . . "" . "Neurobiology" . . "" . "Life sciences" . . "" . "Physical sciences" . . "service-account-enrichment" . . . . . . . . . . . . . . . . . . . . "11738"^^ . "https://api.rohub.org/api/ros/55007a51-6a9a-45a9-841d-bbf0d589abf7/crate/download/" . . 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"contain data" . "data for description" . "entorhinal cortex" . "network topography" . "refer to the readme file" . "LINK: http: github.com/kavli-ntnu/mini2p_topography" . "This dataset contains data presented in the paper \"Functional network topography of the medial entorhinal cortex\" by Horst A. Obenhaus, Weijian Zong, R. Irene Jacobsen, Tobias Rose, Flavio Donato, Liangyi Chen," . "We refer to the readme file uploaded with this data for descriptions on how to use the data." . "2022" . "computer science" . "database" . "information technology" . "Horst A. Obenhaus, Weijian Zong, Ragnhild Irene Jacobsen, Tobias Rose, Flavio Donato, Liangyi Chen, Heping Cheng, Tobias Bonhoeffer, May-Britt Moser, and Edvard Ingjald Moser. \"Obenhaus2022.\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/55007a51-6a9a-45a9-841d-bbf0d589abf7." . . . "biblio" . . . . "data" . . . "raw data" . . . "metadata" . . . . "Obenhaus, H. A., Zong, W., Jacobsen, R. I., Rose, T., Donato, F., Chen, L., Cheng, H., Bonhoeffer, T., Moser, M., Moser, E. I. (2022).Obenhaus2022 [Data set]. Norstore. https://doi.org/10.11582/2022.00005" . "Edvard Ingjald Moser" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2022.00005" . . "2022-01-27 00:00:00" . "2022-03-22 00:40:42.910252+00:00" . "This dataset contains data presented in the paper \"Functional network topography of the medial entorhinal cortex\" \nby Horst A. Obenhaus, Weijian Zong, R. Irene Jacobsen, Tobias Rose, Flavio Donato, Liangyi Chen, \nHeping Cheng, Tobias Bonhoeffer, May-Britt Moser, Edvard I. Moser (2022)\nWe refer to the readme file uploaded with this data for descriptions on how to use the data.\nLINK" . . "Obenhaus2022" . "2022-01-27 00:00:00" . "Edvard Ingjald Moser" . . . . . "Weijian@hotmail.com" . "Weijian Zong" . . "edvard.ingjald.moser@rohub.com" . "Edvard Ingjald Moser" . . "flavio.donato@rohub.com" . "Flavio Donato" . . "Geo H." . . 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"2022-03-22 00:40:44.005873+00:00" . "2025-03-05 00:50:08.665153+00:00" . "2022-03-22 00:40:44.005873+00:00" . "(Note: Publication in review at time of upload)\n\nDatatypes: Recordings from 2-photon microscopy, behaviour and pupil movement data. HDF5 (see note on compatibility), CSV, MP4 and others.\n\nSubjects: tg-ArcSwe Alzheimer's disease model mice at 15-18 months. Animals awake during experiments. \n\nState: Derived and raw data. Data is prepared and processed with the Begonia imaging library." . "application/ld+json" . . . . . "https://w3id.org/ro-id/590c074e-60c7-4096-bdb5-5d018b25538f" . . "Dataset for \"Impaired astrocytic Ca2+ signalling in awake Alzheimer's disease transgenic mice\"" . "MANUAL" . "GliaLab (GliaLab). \"Dataset for \"Impaired astrocytic Ca2+ signalling in awake Alzheimer's disease transgenic mice\".\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/590c074e-60c7-4096-bdb5-5d018b25538f." . . . . "data" . . . "metadata" . . . "biblio" . . . "raw data" . . . . "GliaLab (2021).Dataset for \"Impaired astrocytic Ca2+ signalling in awake Alzheimer's disease transgenic mice\" [Data set]. Norstore. https://doi.org/10.11582/2021.00100" . "Rune Enger" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2021.00100" . . "2021-11-20 00:00:00" . "2022-03-22 00:40:55.789993+00:00" . "(Note: Publication in review at time of upload)\n\nDatatypes: Recordings from 2-photon microscopy, behaviour and pupil movement data. HDF5 (see note on compatibility), CSV, MP4 and others.\n\nSubjects: tg-ArcSwe Alzheimer's disease model mice at 15-18 months. Animals awake during experiments. \n\nState: Derived and raw data. Data is prepared and processed with the Begonia imaging library." . . "Dataset for \"Impaired astrocytic Ca2+ signalling in awake Alzheimer's disease transgenic mice\"" . "2021-11-20 00:00:00" . "Rune Enger" . . . . . "GliaLab@rohub.com" . "GliaLab (GliaLab)" . . "Geo H." . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Physical sciences" . . "" . "Earth sciences" . . "vette fault gouge" . . "data on laboratory Direct Shear Testing" . . "thesis document" . . "geology" . . "carbon dioxide" . . "http" . . "data" . . "geological fault" . . "dataset" . . "fault slip implication" . . "gouge" . . "thesis" . . "bet" . . "fault" . . "implication" . . "thesis" . . "storage" . . "slip" . . "potential CO2 storage" . . "service-account-enrichment" . . . . . . . . . . . "7440"^^ . "https://api.rohub.org/api/ros/9cb2a7a6-8dca-4520-b7df-7e5234d2c194/crate/download/" . . "2022-03-22 00:40:56.716512+00:00" . "2025-03-05 00:50:42.658583+00:00" . "2022-03-22 00:40:56.716512+00:00" . "This dataset contains data on laboratory Direct Shear Testing performed in 2020-2021 on material analogous to the Vette fault gouge (Smeaheia), with applications for Carbon Storage. The resulting thesis can be found here: LINK: http://urn.nb.no/URN:NBN:no-89352 \nFor more details please refer to the thesis document and README file contained in the dataset." . "application/ld+json" . . . . . "https://w3id.org/ro-id/9cb2a7a6-8dca-4520-b7df-7e5234d2c194" . . "Experimental study addressing fault slip Implications for derisking of the Smeaheia potential CO2 storage site" . "MANUAL" . "Diana Carolina Alves Da Silva. \"Experimental study addressing fault slip Implications for derisking of the Smeaheia potential CO2 storage site.\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/9cb2a7a6-8dca-4520-b7df-7e5234d2c194." . . . "raw data" . . . "metadata" . . . "biblio" . . . . "data" . . . . "Alves Da Silva, D. C. (2021).Experimental study addressing fault slip Implications for derisking of the Smeaheia potential CO2 storage site [Data set]. Norstore. https://doi.org/10.11582/2021.00093" . "Diana Carolina Alves Da Silva" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2021.00093" . . "2021-10-27 00:00:00" . "2022-03-22 00:41:08.944218+00:00" . "This dataset contains data on laboratory Direct Shear Testing performed in 2020-2021 on material analogous to the Vette fault gouge (Smeaheia), with applications for Carbon Storage. The resulting thesis can be found here: LINK \nFor more details please refer to the thesis document and README file contained in the dataset." . . "Experimental study addressing fault slip Implications for derisking of the Smeaheia potential CO2 storage site" . "2021-10-27 00:00:00" . "Michael Heeremans" . . . . . "diana.carolina.alves.da.silva@rohub.com" . "Diana Carolina Alves Da Silva" . . "Geo H." . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Physical sciences" . . "" . "Earth sciences" . . "profiles of the talus" . . "Norway" . . "talus" . . "LG Corporation" . . "Norway" . . "rockfall" . . "rockfall talus" . . "measurement" . . "Davegaarden" . . "measurements measurement" . . "talus measurements measurement" . . "measure" . . "profile" . . "Lærdal Gård" . . "service-account-enrichment" . . . . . . . . . . . "7281"^^ . "https://api.rohub.org/api/ros/80092230-08cd-4164-97d3-74a747d7606e/crate/download/" . . "2022-03-22 00:41:10.367174+00:00" . "2025-03-05 01:24:09.917952+00:00" . "2022-03-22 00:41:10.367174+00:00" . "Measurements from four rockfall taluses in Lærdal and Aurland, Norway. Bo: Bø, DG: Davegaarden, LG: Lærdal Gård.\nMeasurements were collected along profiles of the talus." . "application/ld+json" . . . . . "https://w3id.org/ro-id/80092230-08cd-4164-97d3-74a747d7606e" . . "Talus measurements" . "MANUAL" . "Elise Morken. \"Talus measurements.\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/80092230-08cd-4164-97d3-74a747d7606e." . . . "raw data" . . . . "data" . . . "metadata" . . . "biblio" . . . . "Morken, E. (2021).Talus measurements [Data set]. Norstore. https://doi.org/10.11582/2021.00080" . "Elise Morken" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2021.00080" . . "2021-09-29 00:00:00" . "2022-03-22 00:41:19.737272+00:00" . "Measurements from four rockfall taluses in Lærdal and Aurland, Norway. Bo: Bø, DG: Davegaarden, LG: Lærdal Gård.\nMeasurements were collected along profiles of the talus." . . "Talus measurements" . "2021-09-29 00:00:00" . "Elise Morken" . . . . . "elise.morken@rohub.com" . "Elise Morken" . . "Geo H." . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Physical sciences" . . "service-account-enrichment" . . . . . . . . . . "7713"^^ . "https://api.rohub.org/api/ros/0d8bd106-97fd-43c2-86ed-1e8243f432bd/crate/download/" . . "2022-03-22 00:41:21.899171+00:00" . "2025-03-05 00:45:29.161091+00:00" . "2022-03-22 00:41:21.899171+00:00" . "original experiment data, documents, manuscript for the publication" . "application/ld+json" . . . . . "https://w3id.org/ro-id/0d8bd106-97fd-43c2-86ed-1e8243f432bd" . . "2014_Tiwari_Fuglebakk_etal_BMC_Bioinfo" . "MANUAL" . "https://w3id.org/ro-id/1aa2c46d-be80-4298-a0a5-5bda68e7063f" . "https://w3id.org/ro-id/628d0049-0560-4516-9822-4cec1e7350f7" . "https://w3id.org/ro-id/7cbf4a8a-c0e1-412e-b92c-d70be1c8064e" . "https://w3id.org/ro-id/adf67e8e-8e1d-4ac7-b6bd-e734c9465e8b" . "https://w3id.org/ro-id/cc052c5e-089d-488f-a641-810d8f7966be" . "https://w3id.org/ro-id/533a140f-dde4-444e-91bf-b0399c83081f" . "https://w3id.org/ro-id/f2351ab7-1d10-4135-8c66-1f36ba31a829" . "https://w3id.org/ro-id/d7a0608d-160c-4a78-bdc6-fa2caf6e6ded" . "https://w3id.org/ro-id/0fdf9212-d8ca-4a37-a787-d9ff88d56e2d" . "https://w3id.org/ro-id/1e0d4893-caed-4e69-af48-c4c980a4ec20" . "https://w3id.org/ro-id/970ec352-4b67-40ca-a5c9-0ee7cfdc2e53" . "https://w3id.org/ro-id/f240e3bc-3fe7-4b79-81ba-890997962d20" . "https://w3id.org/ro-id/f7d8e2be-55bb-4a2d-bd0a-311502b63056" . "https://w3id.org/ro-id/8abe483d-8e39-40be-825b-8da92cae89c4" . "https://w3id.org/ro-id/8d586b11-8917-4d6e-98b8-fb9eace53b77" . "https://w3id.org/ro-id/9c14bc16-297a-4135-a6cc-91570d71723f" . "https://w3id.org/ro-id/ab7e274a-43d7-4b9f-84bb-bfefbaed0681" . "https://w3id.org/ro-id/c839f19e-55b7-4ecc-91c0-e57fbdb91d70" . "https://w3id.org/ro-id/3ad239ef-93bf-469d-bb67-c39e7d1941a3" . "Nathalie Reuter. \"2014_Tiwari_Fuglebakk_etal_BMC_Bioinfo.\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/0d8bd106-97fd-43c2-86ed-1e8243f432bd." . . . "metadata" . . . . "biblio" . . . "raw data" . . . . "data" . . . . . "https://doi.org/10.1186/s12859-014-0427-6" . . "2022-03-22 00:41:32.578667+00:00" . "2022-03-22 00:41:32.697372+00:00" . . "https://doi.org/10.1186/s12859-014-0427-6" . "2022-03-22 00:41:32.578667+00:00" . . . . "Reuter, N. (2021).2014_Tiwari_Fuglebakk_etal_BMC_Bioinfo [Data set]. Norstore. https://doi.org/10.11582/2021.00074" . "Nathalie Reuter" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2021.00074" . . "2021-09-21 00:00:00" . "2022-03-22 00:41:35.599728+00:00" . "original experiment data, documents, manuscript for the publication" . . "2014_Tiwari_Fuglebakk_etal_BMC_Bioinfo" . "2021-09-21 00:00:00" . "Nathalie Reuter" . . . . . "experiment" . "14.844533600802407" . "14.8" . . "manuscript" . "21.450151057401815" . "21.3" . . "publication" . "18.956870611835505" . "18.9" . . "2014_Tiwari_Fuglebakk_etal_BMC_Bioinfo. original experiment data, documents, manuscript for the publication" . "100.0" . "100.0" . . "earth sciences" . "100.0" . "0.9590817093849182" . . "datum" . "27.089627391742198" . "26.9" . . "experiment" . "14.702920443101712" . "14.6" . . "life sciences" . "100.0" . "0.7785815596580505" . . "life sciences (general)" . "100.0" . "0.7785815596580505" . . "document" . "16.75025075225677" . "16.7" . . "experiment datum" . "77.27727727727728" . "77.2" . . "manuscript for the publication" . "18.21821821821822" . "18.2" . . "publication" . "19.738167170191343" . "19.6" . . "original experiment datum" . "4.504504504504505" . "4.5" . . "document" . "17.019133937562938" . "16.9" . . "Book industry" . "Economy, business and finance/Economic sector/Media/Book industry" . . "geology" . "100.0" . "0.9590817093849182" . . "manuscript" . "21.063189568706118" . "21.0" . . "datum" . "28.385155466399198" . "28.3" . . "Geo H." . . "nathalie.reuter@rohub.com" . "Nathalie Reuter" . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Physical sciences" . . "" . "Earth sciences" . . "service-account-enrichment" . . . . . . . . . . . "7623"^^ . "https://api.rohub.org/api/ros/c9365b2c-cc7a-48b2-bb8c-5189fefbff94/crate/download/" . . "2022-03-22 00:41:36.704625+00:00" . "2025-03-05 00:47:49.207732+00:00" . "2022-03-22 00:41:36.704625+00:00" . "Results of direct shear tests on samples of plaster and sandstone." . "application/ld+json" . . . . . "https://w3id.org/ro-id/c9365b2c-cc7a-48b2-bb8c-5189fefbff94" . . "Direct Shear Data" . "MANUAL" . "information" . "plaster" . "result" . "sample" . "sandstone" . "shearing machine" . "testing" . "earth sciences" . "Textile and clothing" . "data" . "plaster" . "result" . "sample" . "sandstone" . "shear" . "test" . "engineering" . "direct shear data" . "direct shear test" . "samples of plaster and sandstone" . "shear data" . "shear test" . "Direct Shear Data." . "Results of direct shear tests on samples of plaster and sandstone." . "construction industry" . "Tord Alexander Buvik. \"Direct Shear Data.\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/c9365b2c-cc7a-48b2-bb8c-5189fefbff94." . . . . "data" . . . "metadata" . . . "raw data" . . . "biblio" . . . . "Buvik, T. A. (2021).Direct Shear Data [Data set]. Norstore. https://doi.org/10.11582/2021.00073" . "Tord Alexander Buvik" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2021.00073" . . "2021-09-16 00:00:00" . "2022-03-22 00:41:52.326175+00:00" . "Results of direct shear tests on samples of plaster and sandstone." . . "Direct Shear Data" . "2021-09-16 00:00:00" . "Tord Alexander Buvik" . . . . . "Geo H." . . "tord.alexander.buvik@rohub.com" . "Tord Alexander Buvik" . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Physical sciences" . . "" . "Medical science" . . "images from confocal microscopy" . . "ultrasound technique" . . "ultrasound image" . . "medicine" . . "radiology" . . "ultrasound" . . "image" . . "imaging" . . "microscopy" . . "system" . . "bubble" . . "pulse" . . "in vivo image" . . "PLOS" . . "technique for imaging" . . "thick" . . "service-account-enrichment" . . . . . . . . . . . "7882"^^ . "https://api.rohub.org/api/ros/8fafb8df-d1d5-467b-b8f7-6e36b3de25d0/crate/download/" . . "2022-03-22 00:41:53.590185+00:00" . "2025-03-05 00:46:17.038419+00:00" . "2022-03-22 00:41:53.590185+00:00" . "Images from confocal microscopy and ultrasound images which is used in the paper \"A multi-pulse ultrasound technique for imaging of thick-shelled microbubbles demonstrated in vitro and in vivo\" which is to be submitted to PLOS One." . "application/ld+json" . . . . . "https://w3id.org/ro-id/8fafb8df-d1d5-467b-b8f7-6e36b3de25d0" . . "A multi-pulse ultrasound technique for imaging of thick-shelled microbubbles demonstrated in vitro and in vivo" . "MANUAL" . "Sigrid Berg. \"A multi-pulse ultrasound technique for imaging of thick-shelled microbubbles demonstrated in vitro and in vivo.\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/8fafb8df-d1d5-467b-b8f7-6e36b3de25d0." . . . "raw data" . . . "metadata" . . . "biblio" . . . . "data" . . . . "Berg, S. (2021).A multi-pulse ultrasound technique for imaging of thick-shelled microbubbles demonstrated in vitro and in vivo [Data set]. Norstore. https://doi.org/10.11582/2021.00072" . "Sigrid Berg" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2021.00072" . . "2021-09-06 00:00:00" . "2022-03-22 00:42:05.636673+00:00" . "Images from confocal microscopy and ultrasound images which is used in the paper \"A multi-pulse ultrasound technique for imaging of thick-shelled microbubbles demonstrated in vitro and in vivo\" which is to be submitted to PLOS One." . . "A multi-pulse ultrasound technique for imaging of thick-shelled microbubbles demonstrated in vitro and in vivo" . "2021-09-06 00:00:00" . "Sigrid Berg" . . . . . "Geo H." . . "sigrid.berg@rohub.com" . "Sigrid Berg" . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Physical sciences" . . "information technology" . . "magnetic disturbance evaluation" . . "transfer learning" . . "accompanying publication" . . "data" . . "image" . . "preprint" . . "persona" . . "dataset" . . "processed file" . . "version of the article" . . "method" . . "valuation" . . "learning" . . "model" . . "explanation" . . "solution" . . "magnetic disturbance" . . "peer" . . "publication" . . "service-account-enrichment" . . . . . . . . . . "7623"^^ . "https://api.rohub.org/api/ros/e3dfa3c8-4303-4bfb-af43-5eed9d51bdab/crate/download/" . . "2022-03-22 00:42:06.855630+00:00" . "2025-03-05 02:46:56.033478+00:00" . "2022-03-22 00:42:06.855630+00:00" . "We show that transfer learning can be easily applied to all sky images for the purpose of classifying images, filtering images and predicting magnetic disturbance from auroral images. In the accompanying publication we describe our methods and show the results that we obtained. Version 1 of the dataset corresponds to the preprint, Version 2 to the peer reviewed version of the article.\n\nThis dataset contains the processed files that can be used to replicate our results. Instructions how to apply the data and on the accompanying code can be found here:\nLINK: http://tid.uio.no/TAME/" . "application/ld+json" . . . . . "https://w3id.org/ro-id/e3dfa3c8-4303-4bfb-af43-5eed9d51bdab" . . "Transfer Learning Aurora Image Classification and Magnetic Disturbance Evaluation (TAME)" . "MANUAL" . "Pascal Sado. \"Transfer Learning Aurora Image Classification and Magnetic Disturbance Evaluation (TAME).\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/e3dfa3c8-4303-4bfb-af43-5eed9d51bdab." . . . "raw data" . . . . "data" . . . "metadata" . . . . "biblio" . . . . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2021.00071" . . "2022-03-22 00:42:15.866064+00:00" . "2022-03-22 00:42:21.085814+00:00" . "We show that transfer learning can be easily applied to all sky images for the purpose of classifying images, filtering images and predicting magnetic disturbance from auroral images. In the accompanying publication we describe our methods and show the results that we obtained. Version 1 of the dataset corresponds to the preprint, Version 2 to the peer reviewed version of the article.\n\nThis dataset contains the processed files that can be used to replicate our results. Instructions how to apply the data and on the accompanying code can be found here:\nLINK" . . "Transfer Learning Aurora Image Classification and Magnetic Disturbance Evaluation (TAME)" . "2022-03-22 00:42:15.866064+00:00" . . . . . "https://doi.org/10.1029/2021JA029683" . . "2022-03-22 00:42:18.373699+00:00" . "2022-03-22 00:42:18.491506+00:00" . . "https://doi.org/10.1029/2021JA029683" . "2022-03-22 00:42:18.373699+00:00" . . . . . "Geo H." . . "pascal.sado@rohub.com" . "Pascal Sado" . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Physical sciences" . . "plasma density" . . "electron" . . "frequency" . . "rocket" . . "data" . . "plasma" . . "file" . . "article" . . "editorial" . . "dataset" . . "electron density" . . "tailspin" . . "launch" . . "density" . . "density" . . "dataset consist" . . "referenced article" . . "rocket spin frequency" . . "service-account-enrichment" . . . . . . . . . . "7927"^^ . "https://api.rohub.org/api/ros/647beba0-6d23-4fad-a0a3-3087817e7407/crate/download/" . . "2022-03-22 00:42:23.106410+00:00" . "2025-03-05 00:53:51.453498+00:00" . "2022-03-22 00:42:23.106410+00:00" . "This dataset consists of a single ASCII formatted file containing the electron densities derived from the multi-Needle Langmuir Probe (m-NLP) measurements on board the ICI-3 rocket. More information about how the densities were calculated can be found in the referenced article.\nThe first column contains the time after launch in units of s, the second column contains the plasma density in m^{-3}.\nIt should be noted that the data was filtered with a notch filter in order to remove the rocket spin frequency and its first 3 harmonics." . "application/ld+json" . . . . . "https://w3id.org/ro-id/647beba0-6d23-4fad-a0a3-3087817e7407" . . "ICI-3 electron density (spin filtered)" . "MANUAL" . "Lasse Clausen. \"ICI-3 electron density (spin filtered).\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/647beba0-6d23-4fad-a0a3-3087817e7407." . . . . "biblio" . . . "raw data" . . . . "data" . . . "metadata" . . . . "Clausen, L. (2021).ICI-3 electron density (spin filtered) [Data set]. Norstore. https://doi.org/10.11582/2021.00060" . "Lasse Clausen" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2021.00060" . . "2021-07-02 00:00:00" . "2022-03-22 00:42:36.018313+00:00" . "This dataset consists of a single ASCII formatted file containing the electron densities derived from the multi-Needle Langmuir Probe (m-NLP) measurements on board the ICI-3 rocket. More information about how the densities were calculated can be found in the referenced article.\nThe first column contains the time after launch in units of s, the second column contains the plasma density in m^{-3}.\nIt should be noted that the data was filtered with a notch filter in order to remove the rocket spin frequency and its first 3 harmonics." . . "ICI-3 electron density (spin filtered)" . "2021-07-02 00:00:00" . "Lasse Clausen" . . . . . "https://doi.org/10.1002/2016JA022999" . . "2022-03-22 00:42:33.088884+00:00" . "2022-03-22 00:42:33.191876+00:00" . . "https://doi.org/10.1002/2016JA022999" . "2022-03-22 00:42:33.088884+00:00" . . . . . "Geo H." . . "lasse.clausen@rohub.com" . "Lasse Clausen" . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Physical sciences" . . "plasma density" . . "refereced article" . . "electron" . . "frequency" . . "rocket" . . "data" . . "plasma" . . "file" . . "article" . . "editorial" . . "dataset" . . "electron density" . . "tailspin" . . "launch" . . "density" . . "density" . . "dataset consist" . . "rocket spin frequency" . . "service-account-enrichment" . . . . . . . . . . "7932"^^ . "https://api.rohub.org/api/ros/4bdaf37c-16e6-412d-899e-d651e7981e60/crate/download/" . . "2022-03-22 00:42:37.442231+00:00" . "2025-03-05 00:53:51.220248+00:00" . "2022-03-22 00:42:37.442231+00:00" . "This dataset consists of a single ASCII formatted file containing the electron densities derived from the multi-Needle Langmuir Probe (m-NLP) measurements on board the ICI-2 rocket. More information about how the densities were calculated can be found in the refereced article.\nThe first column contains the time after launch in units of s, the second column contains the plasma density in m^{-3}.\nIt should be noted that the data was filtered with a notch filter in order to remove the rocket spin frequency and its first 3 harmonics." . "application/ld+json" . . . . . "https://w3id.org/ro-id/4bdaf37c-16e6-412d-899e-d651e7981e60" . . "ICI-2 electron density (spin filtered)" . "MANUAL" . "Lasse Clausen. \"ICI-2 electron density (spin filtered).\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/4bdaf37c-16e6-412d-899e-d651e7981e60." . . . . "biblio" . . . "raw data" . . . "metadata" . . . . "data" . . . . . "https://doi.org/10.1029/2012GL051407" . . "2022-03-22 00:42:48.082310+00:00" . "2022-03-22 00:42:48.192043+00:00" . . "https://doi.org/10.1029/2012GL051407" . "2022-03-22 00:42:48.082310+00:00" . . . . "Clausen, L. (2021).ICI-2 electron density (spin filtered) [Data set]. Norstore. https://doi.org/10.11582/2021.00059" . "Lasse Clausen" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2021.00059" . . "2021-07-02 00:00:00" . "2022-03-22 00:42:52.544077+00:00" . "This dataset consists of a single ASCII formatted file containing the electron densities derived from the multi-Needle Langmuir Probe (m-NLP) measurements on board the ICI-2 rocket. More information about how the densities were calculated can be found in the refereced article.\nThe first column contains the time after launch in units of s, the second column contains the plasma density in m^{-3}.\nIt should be noted that the data was filtered with a notch filter in order to remove the rocket spin frequency and its first 3 harmonics." . . "ICI-2 electron density (spin filtered)" . "2021-07-02 00:00:00" . "Lasse Clausen" . . . . . "Geo H." . . "lasse.clausen@rohub.com" . "Lasse Clausen" . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Physical sciences" . . "information technology" . . "magnetic disturbance evaluation" . . "transfer learning" . . "accompanying publication" . . "data" . . "image" . . "preprint" . . "persona" . . "dataset" . . "processed file" . . "version of the article" . . "method" . . "valuation" . . "learning" . . "model" . . "explanation" . . "solution" . . "magnetic disturbance" . . "peer" . . "publication" . . "service-account-enrichment" . . . . . . . . . . "9210"^^ . "https://api.rohub.org/api/ros/2cc7cda2-a3db-4646-ad31-2580a4a45f85/crate/download/" . . "2022-03-22 00:42:53.625315+00:00" . "2025-03-05 02:46:56.257392+00:00" . "2022-03-22 00:42:53.625315+00:00" . "We show that transfer learning can be easily applied to all sky images for the purpose of classifying images, filtering images and predicting magnetic disturbance from auroral images. In the accompanying publication we describe our methods and show the results that we obtained. Version 1 of the dataset corresponds to the preprint, Version 2 to the peer reviewed version of the article.\n\nThis dataset contains the processed files that can be used to replicate our results. Instructions how to apply the data and on the accompanying code can be found here:\nLINK: http://tid.uio.no/TAME/" . "application/ld+json" . . . . . "https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85" . . "Transfer Learning Aurora Image Classification and Magnetic Disturbance Evaluation (TAME)" . "MANUAL" . "Pascal Sado. \"Transfer Learning Aurora Image Classification and Magnetic Disturbance Evaluation (TAME).\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/2cc7cda2-a3db-4646-ad31-2580a4a45f85." . . . "raw data" . . . "biblio" . . . "metadata" . . . . "data" . . . . "Sado, P. (2021).Transfer Learning Aurora Image Classification and Magnetic Disturbance Evaluation (TAME) [Data set]. Norstore. https://doi.org/10.11582/2021.00071" . "Pascal Sado" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2021.00057" . . "2021-06-16 00:00:00" . "2022-03-22 00:43:05.148572+00:00" . "We show that transfer learning can be easily applied to all sky images for the purpose of classifying images, filtering images and predicting magnetic disturbance from auroral images. In the accompanying publication we describe our methods and show the results that we obtained. Version 1 of the dataset corresponds to the preprint, Version 2 to the peer reviewed version of the article.\n\nThis dataset contains the processed files that can be used to replicate our results. Instructions how to apply the data and on the accompanying code can be found here:\nLINK" . . "Transfer Learning Aurora Image Classification and Magnetic Disturbance Evaluation (TAME)" . "2021-06-16 00:00:00" . "Pascal Sado" . . . . . "Geo H." . . "pascal.sado@rohub.com" . "Pascal Sado" . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Physical sciences" . . "" . "Earth sciences" . . "Pinatubo forcing" . . "Mt Pinatubo eruption" . . "meteorology" . . "NorESM output" . . "agriculture" . . "mean field" . . "simulation ensemble" . . "experiment" . . "field" . . "computer modelling" . . "eruption" . . "uncertainty" . . "dataset" . . "output" . . "proxy" . . "end product" . . "forcing" . . "climate prediction" . . "analogy" . . "ensemble" . . "service-account-enrichment" . . . . . . . . . . . "8135"^^ . "https://api.rohub.org/api/ros/657fb2f6-a440-4887-81e3-7613f4af8517/crate/download/" . . "2022-03-22 00:43:06.401309+00:00" . "2025-03-05 12:49:05.212928+00:00" . "2022-03-22 00:43:06.401309+00:00" . "This dataset contains post-processed output from a study with the Norwegian Earth System Model (NorESM) that uses proxy-based stochastic volcanic forcing to assess the effects of volcanic uncertainty on probabilistic 21st century climate projections (Bethke et al. 2017). This particular dataset contains output from a supporting experiment that comprises two historical 60-member simulation ensembles with and without 1991-Mt Pinatubo forcing and temporal coverage 1990-2005. The output contains a range of standard monthly mean fields and selected daily mean fields for addressing monsoon related aspects." . "application/ld+json" . . . . . "https://w3id.org/ro-id/657fb2f6-a440-4887-81e3-7613f4af8517" . . "NorESM output from simulations with and without Mt Pinatubo eruption" . "MANUAL" . "Ingo Bethke. \"NorESM output from simulations with and without Mt Pinatubo eruption.\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/657fb2f6-a440-4887-81e3-7613f4af8517." . . . . "biblio" . . . . "data" . . . "raw data" . . . "metadata" . . . . . "https://doi.org/10.1038/nclimate3394" . . "2022-03-22 00:43:16.261976+00:00" . "2022-03-22 00:43:16.370207+00:00" . . "https://doi.org/10.1038/nclimate3394" . "2022-03-22 00:43:16.261976+00:00" . . . . "Bethke, I. (2021).NorESM output from simulations with and without Mt Pinatubo eruption [Data set]. Norstore. https://doi.org/10.11582/2021.00051" . "Ingo Bethke" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2021.00051" . . "2021-05-28 00:00:00" . "2022-03-22 00:43:19.392575+00:00" . "This dataset contains post-processed output from a study with the Norwegian Earth System Model (NorESM) that uses proxy-based stochastic volcanic forcing to assess the effects of volcanic uncertainty on probabilistic 21st century climate projections (Bethke et al. 2017). This particular dataset contains output from a supporting experiment that comprises two historical 60-member simulation ensembles with and without 1991-Mt Pinatubo forcing and temporal coverage 1990-2005. The output contains a range of standard monthly mean fields and selected daily mean fields for addressing monsoon related aspects." . . "NorESM output from simulations with and without Mt Pinatubo eruption" . "2021-05-28 00:00:00" . "Ingo Bethke" . . . . . "Geo H." . . "ingo.bethke@rohub.com" . "Ingo Bethke" . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Physical sciences" . . "" . "Biology" . . "" . "Medical science" . . "receptor data" . . "specification file" . . "file" . . "antigen" . . "fact" . . "input/output" . . "dataset" . . "antigen specificity" . . "guideline" . . "receptor" . . "specificity" . . "input/output output file" . . "learning" . . "output file" . . "information" . . "immuneML use case 2" . . "service-account-enrichment" . . . . . . . . . . . . "8013"^^ . "https://api.rohub.org/api/ros/dfece22d-4a22-4a58-81e6-b42fd4c66728/crate/download/" . . "2022-03-22 00:43:20.656579+00:00" . "2025-03-05 00:53:54.291837+00:00" . "2022-03-22 00:43:20.656579+00:00" . "This dataset contains the data, original specification files, GLIPH2 input/output files and complete results for immuneML use case 2: Extending immuneML with a deep learning component for predicting antigen specificity of paired receptor data.\n\n\nTo use the dataset you should follow the guidelines in the README.txt file contained within the dataset." . "application/ld+json" . . . . . "https://w3id.org/ro-id/dfece22d-4a22-4a58-81e6-b42fd4c66728" . . "immuneML use case 2: Extending immuneML with a deep learning component for predicting antigen specificity of paired receptor data" . "MANUAL" . "Milena Pavlović. \"immuneML use case 2: Extending immuneML with a deep learning component for predicting antigen specificity of paired receptor data.\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/dfece22d-4a22-4a58-81e6-b42fd4c66728." . . . "metadata" . . . "raw data" . . . . "data" . . . "biblio" . . . . "Pavlović, M. (2021).immuneML use case 2: Extending immuneML with a deep learning component for predicting antigen specificity of paired receptor data [Data set]. Norstore. https://doi.org/10.11582/2021.00009" . "Lonneke Scheffer" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2021.00009" . . "2021-02-16 00:00:00" . "2022-03-22 00:43:31.859965+00:00" . "This dataset contains the data, original specification files, GLIPH2 input/output files and complete results for immuneML use case 2: Extending immuneML with a deep learning component for predicting antigen specificity of paired receptor data.\n\n\nTo use the dataset you should follow the guidelines in the README.txt file contained within the dataset." . . "immuneML use case 2: Extending immuneML with a deep learning component for predicting antigen specificity of paired receptor data" . "2021-02-16 00:00:00" . "Lonneke Scheffer" . . . . . "Geo H." . . "milena.pavlovic@rohub.com" . "Milena Pavlović" . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Physical sciences" . . "" . "Biology" . . "" . "Medical science" . . "replication of a published study" . . "specification file" . . "immuneML" . . "file" . . "dataset" . . "guideline" . . "dataset" . . "use the dataset" . . "README.txt file" . . "study" . . "reproduction" . . "immuneML use case 1" . . "service-account-enrichment" . . . . . . . . . . . . "7754"^^ . "https://api.rohub.org/api/ros/2243f9c9-5c9d-4ad1-8219-a6daed0a7d4f/crate/download/" . . "2022-03-22 00:43:32.837367+00:00" . "2025-03-05 00:53:54.083290+00:00" . "2022-03-22 00:43:32.837367+00:00" . "This dataset contains the original specification files and complete results for immuneML use case 1: Replication of a published study inside immuneML.\n\n\nTo use the dataset you should follow the guidelines in the README.txt file contained within the dataset." . "application/ld+json" . . . . . "https://w3id.org/ro-id/2243f9c9-5c9d-4ad1-8219-a6daed0a7d4f" . . "immuneML use case 1: Replication of a published study inside immuneML." . "MANUAL" . "Milena Pavlović. \"immuneML use case 1: Replication of a published study inside immuneML..\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/2243f9c9-5c9d-4ad1-8219-a6daed0a7d4f." . . . "biblio" . . . "raw data" . . . "metadata" . . . . "data" . . . . "Pavlović, M. (2021).immuneML use case 1: Replication of a published study inside immuneML. [Data set]. Norstore. https://doi.org/10.11582/2021.00008" . "Lonneke Scheffer" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2021.00008" . . "2021-02-16 00:00:00" . "2022-03-22 00:43:48.054345+00:00" . "This dataset contains the original specification files and complete results for immuneML use case 1: Replication of a published study inside immuneML.\n\n\nTo use the dataset you should follow the guidelines in the README.txt file contained within the dataset." . . "immuneML use case 1: Replication of a published study inside immuneML." . "2021-02-16 00:00:00" . "Lonneke Scheffer" . . . . . "Geo H." . . "milena.pavlovic@rohub.com" . "Milena Pavlović" . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Physical sciences" . . "" . "Earth sciences" . . "tomography dataset" . . "X-ray tomography data" . . "x-ray" . . "granite" . . "sample" . . "voxel" . . "synchrotron" . . "imaging" . . "dataset" . . "resolution" . . "synchrotron X-ray tomography data" . . "datasets of a westerly granite sample" . . "information" . . "micrometers voxel size" . . "spatial" . . "service-account-enrichment" . . . . . . . . . . . "7825"^^ . "https://api.rohub.org/api/ros/5c79fe26-7465-4493-875a-9bb44ddcf2ad/crate/download/" . . "2022-03-22 00:43:49.117619+00:00" . "2025-03-05 01:24:09.547783+00:00" . "2022-03-22 00:43:49.117619+00:00" . "Synchrotron X-ray tomography data of a Westerly granite acquired at two spatial resolutions on beamline ID19 at ESRF" . "application/ld+json" . . . . . "https://w3id.org/ro-id/5c79fe26-7465-4493-875a-9bb44ddcf2ad" . . "Synchrotron X-ray microtomography datasets of a Westerly granite sample acquired at two spatial resolutions (6.5 and 0.65 micrometers voxel size)" . "MANUAL" . "Francois Renard. \"Synchrotron X-ray microtomography datasets of a Westerly granite sample acquired at two spatial resolutions (6.5 and 0.65 micrometers voxel size).\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/5c79fe26-7465-4493-875a-9bb44ddcf2ad." . . . "raw data" . . . "metadata" . . . "biblio" . . . . "data" . . . . "Renard, F. (2021).Synchrotron X-ray microtomography datasets of a Westerly granite sample acquired at two spatial resolutions (6.5 and 0.65 micrometers voxel size) [Data set]. Norstore. https://doi.org/10.11582/2021.00007" . "Francois Renard" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2021.00007" . . "2021-02-15 00:00:00" . "2022-03-22 00:44:00.827454+00:00" . "Synchrotron X-ray tomography data of a Westerly granite acquired at two spatial resolutions on beamline ID19 at ESRF" . . "Synchrotron X-ray microtomography datasets of a Westerly granite sample acquired at two spatial resolutions (6.5 and 0.65 micrometers voxel size)" . "2021-02-15 00:00:00" . "Francois Renard" . . . . . "francois.renard@rohub.com" . "Francois Renard" . . "Geo H." . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Physical sciences" . . "" . "Earth sciences" . . "X-ray tomography data" . . "radiology" . . "x-ray" . . "granite" . . "data" . . "sample" . . "time series" . . "imaging" . . "time series of tomogram" . . "tomography data" . . "tomogram" . . "Dynamic X-ray tomography experiment" . . "experiment" . . "samples of Westerley Granite" . . "service-account-enrichment" . . . . . . . . . . . "7551"^^ . "https://api.rohub.org/api/ros/1e9c8d62-dc10-4228-acbb-686d3f48058f/crate/download/" . . "2022-03-22 00:44:04.365360+00:00" . "2025-03-05 01:27:07.731759+00:00" . "2022-03-22 00:44:04.365360+00:00" . "Dynamic X-ray tomography experiments on three samples of Westerley Granite (WG01, WG02, WG04). Data correspond to time series of tomograms" . "application/ld+json" . . . . . "https://w3id.org/ro-id/1e9c8d62-dc10-4228-acbb-686d3f48058f" . . "X-ray tomography data of Westerley granite" . "MANUAL" . "Francois Renard. \"X-ray tomography data of Westerley granite.\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/1e9c8d62-dc10-4228-acbb-686d3f48058f." . . . "biblio" . . . . "data" . . . "raw data" . . . "metadata" . . . . "Renard, F. (2021).X-ray tomography data of Westerley granite [Data set]. Norstore. https://doi.org/10.11582/2021.00002" . "Francois Renard" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2021.00002" . . "2021-01-13 00:00:00" . "2022-03-22 00:44:16.262608+00:00" . "Dynamic X-ray tomography experiments on three samples of Westerley Granite (WG01, WG02, WG04). Data correspond to time series of tomograms" . . "X-ray tomography data of Westerley granite" . "2021-01-13 00:00:00" . "Francois Renard" . . . . . "francois.renard@rohub.com" . "Francois Renard" . . "Geo H." . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Physical sciences" . . "" . "Earth sciences" . . "Anstrude limestone" . . "geology" . . "rock music" . . "sandstone" . . "limestone" . . "experiment" . . "time series" . . "physics" . . "imaging" . . "reservoir rock" . . "imaging" . . "archive" . . "rock samples of Adamswiller sandstone" . . "onset" . . "mineralogy" . . "strain localization" . . "locating" . . "rock physics experiment" . . "Bentheim sandstone" . . "service-account-enrichment" . . . . . . . . . . . "7443"^^ . "https://api.rohub.org/api/ros/556f8bc4-2d71-4b30-bed4-4c2d2e48527f/crate/download/" . . "2022-03-22 00:44:17.587055+00:00" . "2025-03-05 01:24:09.161613+00:00" . "2022-03-22 00:44:17.587055+00:00" . "The archive contains time series of X-ray tomography rock physics experiments on 7 rock samples of Adamswiller sandstone (ADAM01), Bentheim sandstone (BEN1), Anstrude limestone (ANS2, ANS3, ANS4, ANS5, ANS6)" . "application/ld+json" . . . . . "https://w3id.org/ro-id/556f8bc4-2d71-4b30-bed4-4c2d2e48527f" . . "Synchrotron 4D X-ray imaging reveals strain localization at the onset of system-size failure of porous reservoir rocks" . "MANUAL" . "Francois Renard. \"Synchrotron 4D X-ray imaging reveals strain localization at the onset of system-size failure of porous reservoir rocks.\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/556f8bc4-2d71-4b30-bed4-4c2d2e48527f." . . . "biblio" . . . "raw data" . . . . "data" . . . "metadata" . . . . "Renard, F. (2020).Synchrotron 4D X-ray imaging reveals strain localization at the onset of system-size failure of porous reservoir rocks [Data set]. Norstore. https://doi.org/10.11582/2020.00058" . "Francois Renard" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2020.00058" . . "2020-11-18 00:00:00" . "2022-03-22 00:44:28.148566+00:00" . "The archive contains time series of X-ray tomography rock physics experiments on 7 rock samples of Adamswiller sandstone (ADAM01), Bentheim sandstone (BEN1), Anstrude limestone (ANS2, ANS3, ANS4, ANS5, ANS6)" . . "Synchrotron 4D X-ray imaging reveals strain localization at the onset of system-size failure of porous reservoir rocks" . "2020-11-18 00:00:00" . "Francois Renard" . . . . . "francois.renard@rohub.com" . "Francois Renard" . . "Geo H." . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Physical sciences" . . "service-account-enrichment" . . . . . . . . . . "7492"^^ . "https://api.rohub.org/api/ros/2d1255b8-c744-4022-a2f6-fdaf88c6b011/crate/download/" . . "2022-03-22 00:44:29.447195+00:00" . "2025-03-05 00:56:02.954057+00:00" . "2022-03-22 00:44:29.447195+00:00" . "Summary statistics for multivariate association (MOSTest) of genetic variants and regional brain morphology" . "application/ld+json" . . . . . "https://w3id.org/ro-id/2d1255b8-c744-4022-a2f6-fdaf88c6b011" . . "Making the MOSTest of imaging genetics" . "MANUAL" . "associating" . "brain" . "genetics" . "imagination" . "morphology" . "statistic" . "stochastic variable" . "summary" . "earth sciences" . "Genetics" . "brain" . "genetics" . "imaging" . "morphology" . "statistic" . "summary" . "variant" . "life sciences" . "MOSTest of imaging genetics" . "brain morphology" . "genetic variant" . "imaging genetics" . "summary statistic" . "Making the MOSTest of imaging genetics." . "Summary statistics for multivariate association (MOSTest) of genetic variants and regional brain morphology" . "statistics" . "Oleksandr Frei. \"Making the MOSTest of imaging genetics.\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/2d1255b8-c744-4022-a2f6-fdaf88c6b011." . . . "raw data" . . . . "data" . . . . "biblio" . . . "metadata" . . . . "Frei, O. (2020).Making the MOSTest of imaging genetics [Data set]. Norstore. https://doi.org/10.11582/2020.00031" . "Oleksandr Frei" . "Experiment" . . "https://archive.sigma2.no/pages/public/datasetDetail.jsf?id=10.11582/2020.00031" . . "2020-05-29 00:00:00" . "2022-03-22 00:44:42.852674+00:00" . "Summary statistics for multivariate association (MOSTest) of genetic variants and regional brain morphology" . . "Making the MOSTest of imaging genetics" . "2020-05-29 00:00:00" . "Oleksandr Frei" . . . . . "https://www.biorxiv.org/content/10.1101/767905v2" . . "2022-03-22 00:44:39.712345+00:00" . "2022-03-22 00:44:39.824466+00:00" . . "https://www.biorxiv.org/content/10.1101/767905v2" . "2022-03-22 00:44:39.712345+00:00" . . . . . "Geo H." . . "oleksandr.frei@rohub.com" . "Oleksandr Frei" . . "" . "Environmental research" . . "" . "Life sciences" . . "" . "Physical sciences" . . "" . "Earth sciences" . . "data of creep deformation" . . "X-ray imaging" . . 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"https://api.rohub.org/api/ros/642bed30-8205-4c7d-a0e7-cc808430b031/crate/download/" . . "2022-03-22 00:45:11.603831+00:00" . "2025-03-05 02:47:40.727346+00:00" . "2022-03-22 00:45:11.603831+00:00" . "The dataset contains Digital Volume Correlation data of rock physics experiments performed using X-ray microtomography." . "application/ld+json" . . . . . "https://w3id.org/ro-id/642bed30-8205-4c7d-a0e7-cc808430b031" . . "The mixology of precursory strain partitioning approaching brittle failure in rocks" . "MANUAL" . "Jess McBeck. \"The mixology of precursory strain partitioning approaching brittle failure in rocks.\" ROHub. Mar 22 ,2022. https://w3id.org/ro-id/642bed30-8205-4c7d-a0e7-cc808430b031." . . . "metadata" . . . . "biblio" . . . . "data" . . . "raw data" . . . . . "https://doi.org/10.1093/gji/ggaa121" . . "2022-03-22 00:45:31.238021+00:00" . "2022-03-22 00:45:31.350511+00:00" . . "https://doi.org/10.1093/gji/ggaa121" . "2022-03-22 00:45:31.238021+00:00" . . . . "McBeck, J. 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