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http://purl.org/aida/Icechunk-backed%20transactional%20stores%20produce%20zero%20observable%20metadata%E2%80%93data%20inconsistencies%20under%20writer%20failure%20and%20concurrent%20access,%20whereas%20disconnected%20STAC%20metadata%20indexes%20over%20object%20storage%20produce%20such%20inconsistencies%20without%20external%20orchestration. http://schema.org/about http://www.wikidata.org/entity/Q180160 http://purl.org/aida/Icechunk-backed%20transactional%20stores%20produce%20zero%20observable%20metadata%E2%80%93data%20inconsistencies%20under%20writer%20failure%20and%20concurrent%20access,%20whereas%20disconnected%20STAC%20metadata%20indexes%20over%20object%20storage%20produce%20such%20inconsistencies%20without%20external%20orchestration. http://schema.org/about http://www.wikidata.org/entity/Q5163219 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https://w3id.org/sciencelive/np/RAipuVja1XFjYbKlMawMvyiD2gE6kUx7yo0AZoJYXdxiw http://purl.org/nanopub/x/introduces http://purl.org/aida/Icechunk-backed%20transactional%20stores%20produce%20zero%20observable%20metadata%E2%80%93data%20inconsistencies%20under%20writer%20failure%20and%20concurrent%20access,%20whereas%20disconnected%20STAC%20metadata%20indexes%20over%20object%20storage%20produce%20such%20inconsistencies%20without%20external%20orchestration. https://w3id.org/sciencelive/np/RAipuVja1XFjYbKlMawMvyiD2gE6kUx7yo0AZoJYXdxiw http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RAipuVja1XFjYbKlMawMvyiD2gE6kUx7yo0AZoJYXdxiw http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: Icechunk-backed transactional stores produce zero observable metadata–data inconsistencies under writer failure and concurrent access, whereas disconnected STAC metadata indexes over object storage produce such inconsistencies without external orchestration. https://w3id.org/sciencelive/np/RAipuVja1XFjYbKlMawMvyiD2gE6kUx7yo0AZoJYXdxiw https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA https://w3id.org/sciencelive/np/RAipuVja1XFjYbKlMawMvyiD2gE6kUx7yo0AZoJYXdxiw/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/sciencelive/np/RAipuVja1XFjYbKlMawMvyiD2gE6kUx7yo0AZoJYXdxiw/sig http://purl.org/nanopub/x/hasPublicKey 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http://schema.org/about http://www.wikidata.org/entity/Q2699839 http://purl.org/aida/Pop-up%20archival%20tag%20light-level%20data%20yield%20accurate%20daily%20geolocations%20of%20juvenile%20white%20sharks%20in%20the%20northeast%20Pacific. http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/petapico/o/hycl#AIDA-Sentence http://purl.org/aida/Pop-up%20archival%20tag%20light-level%20data%20yield%20accurate%20daily%20geolocations%20of%20juvenile%20white%20sharks%20in%20the%20northeast%20Pacific. http://www.w3.org/2004/02/skos/core#related https://w3id.org/sciencelive/np/RA2cJsrUTgyVf2aGH4OzB2STJnHOgMqiuqntHXiJ_ZXDM https://w3id.org/sciencelive/np/RAm3dG-YmJTxxX3y3OSjJSd2e3T8NH9CDLhiNjR8Ycej0/provenance https://w3id.org/sciencelive/np/RAm3dG-YmJTxxX3y3OSjJSd2e3T8NH9CDLhiNjR8Ycej0/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAm3dG-YmJTxxX3y3OSjJSd2e3T8NH9CDLhiNjR8Ycej0/pubinfo https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/sciencelive/np/RAm3dG-YmJTxxX3y3OSjJSd2e3T8NH9CDLhiNjR8Ycej0 http://purl.org/dc/terms/created 2026-06-07T20:57:15.428Z https://w3id.org/sciencelive/np/RAm3dG-YmJTxxX3y3OSjJSd2e3T8NH9CDLhiNjR8Ycej0 http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAm3dG-YmJTxxX3y3OSjJSd2e3T8NH9CDLhiNjR8Ycej0 http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/sciencelive/np/RAm3dG-YmJTxxX3y3OSjJSd2e3T8NH9CDLhiNjR8Ycej0 http://purl.org/nanopub/x/hasNanopubType http://purl.org/petapico/o/hycl https://w3id.org/sciencelive/np/RAm3dG-YmJTxxX3y3OSjJSd2e3T8NH9CDLhiNjR8Ycej0 http://purl.org/nanopub/x/introduces http://purl.org/aida/Pop-up%20archival%20tag%20light-level%20data%20yield%20accurate%20daily%20geolocations%20of%20juvenile%20white%20sharks%20in%20the%20northeast%20Pacific. 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https://w3id.org/sciencelive/np/RAKggxL7Un0PTf5L8-X0tiDDcyYTE1MySjpLX7DDsuPOY http://purl.org/dc/terms/created 2026-05-31T08:59:53.307Z https://w3id.org/sciencelive/np/RAKggxL7Un0PTf5L8-X0tiDDcyYTE1MySjpLX7DDsuPOY http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAKggxL7Un0PTf5L8-X0tiDDcyYTE1MySjpLX7DDsuPOY http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/sciencelive/np/RAKggxL7Un0PTf5L8-X0tiDDcyYTE1MySjpLX7DDsuPOY http://purl.org/nanopub/x/hasNanopubType http://purl.org/petapico/o/hycl https://w3id.org/sciencelive/np/RAKggxL7Un0PTf5L8-X0tiDDcyYTE1MySjpLX7DDsuPOY http://purl.org/nanopub/x/introduces http://purl.org/aida/For%20Iberian%20breeding%20birds%20on%20an%20equal-area%20sphere%20grid,%20biodiversity%20hotspots%20derived%20from%20species-distribution%20models%20with%20target-group-background%20sampling-bias%20correction%20agree%20no%20better%20with%20the%20expert-rangemap%20gold%20standard%20than%20uncorrected%20occurrence-count%20hotspots,%20and%20in%20fact%20agree%20worse. https://w3id.org/sciencelive/np/RAKggxL7Un0PTf5L8-X0tiDDcyYTE1MySjpLX7DDsuPOY http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RAKggxL7Un0PTf5L8-X0tiDDcyYTE1MySjpLX7DDsuPOY http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: For Iberian breeding birds on an equal-area sphere grid, biodiversity hotspots derived from species-distribution models with target-group-background sampling-bias correction agree no better with the expert-rangemap gold standard than uncorrected occurrence-count hotspots, and in fact agree worse. 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http://www.w3.org/2004/02/skos/core#related https://w3id.org/sciencelive/np/RAPXXucP5ybWIYK5hFoBLxyZkhCYgSvRqFUtzqe13volk https://w3id.org/sciencelive/np/RAP4AuE_48-QhDrhC5loj0Tx5_qlilVx2Pu75_zT2c7Y4/provenance https://w3id.org/sciencelive/np/RAP4AuE_48-QhDrhC5loj0Tx5_qlilVx2Pu75_zT2c7Y4/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAP4AuE_48-QhDrhC5loj0Tx5_qlilVx2Pu75_zT2c7Y4/pubinfo https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/sciencelive/np/RAP4AuE_48-QhDrhC5loj0Tx5_qlilVx2Pu75_zT2c7Y4 http://purl.org/dc/terms/created 2026-05-24T07:18:47.226Z https://w3id.org/sciencelive/np/RAP4AuE_48-QhDrhC5loj0Tx5_qlilVx2Pu75_zT2c7Y4 http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAP4AuE_48-QhDrhC5loj0Tx5_qlilVx2Pu75_zT2c7Y4 http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/sciencelive/np/RAP4AuE_48-QhDrhC5loj0Tx5_qlilVx2Pu75_zT2c7Y4 http://purl.org/nanopub/x/hasNanopubType http://purl.org/petapico/o/hycl https://w3id.org/sciencelive/np/RAP4AuE_48-QhDrhC5loj0Tx5_qlilVx2Pu75_zT2c7Y4 http://purl.org/nanopub/x/introduces http://purl.org/aida/Aggregating%20expert-drawn%20bird%20range%20maps%20onto%20spatial%20grids%20finer%20than%20approximately%20two%20degrees%20misidentifies%20up%20to%20two-thirds%20of%20species-richness%20hotspots%20relative%20to%20atlas%20survey%20data. https://w3id.org/sciencelive/np/RAP4AuE_48-QhDrhC5loj0Tx5_qlilVx2Pu75_zT2c7Y4 http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RAP4AuE_48-QhDrhC5loj0Tx5_qlilVx2Pu75_zT2c7Y4 http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: Aggregating expert-drawn bird range maps onto spatial grids finer than approximately two degrees misidentifies up to two-thirds of species-richness hotspots relative to atlas survey data. https://w3id.org/sciencelive/np/RAP4AuE_48-QhDrhC5loj0Tx5_qlilVx2Pu75_zT2c7Y4 https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA https://w3id.org/sciencelive/np/RAP4AuE_48-QhDrhC5loj0Tx5_qlilVx2Pu75_zT2c7Y4/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/sciencelive/np/RAP4AuE_48-QhDrhC5loj0Tx5_qlilVx2Pu75_zT2c7Y4/sig http://purl.org/nanopub/x/hasPublicKey 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http://purl.org/nanopub/x/signedBy https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k/Head https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k http://www.nanopub.org/nschema#hasAssertion https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k/assertion https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k http://www.nanopub.org/nschema#hasProvenance https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k/provenance https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k/pubinfo https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k/assertion http://purl.org/aida/In%20coupled%20ADCIRC+SWAN%20(storm-surge%20plus%20spectral-wave)%20hindcasts%20of%20Gulf%20of%20Mexico%20hurricanes,%20the%20third-generation%20ST6%20source-term%20package%20in%20SWAN%20yields%20no%20improvement%20in%20water-surface-elevation%20root-mean-square%20error%20at%20NOAA%20gauges%20over%20the%20first-%20or%20second-generation%20source-term%20packages,%20while%20increasing%20wall-clock%20run%20time. http://schema.org/about http://www.wikidata.org/entity/Q121742 http://purl.org/aida/In%20coupled%20ADCIRC+SWAN%20(storm-surge%20plus%20spectral-wave)%20hindcasts%20of%20Gulf%20of%20Mexico%20hurricanes,%20the%20third-generation%20ST6%20source-term%20package%20in%20SWAN%20yields%20no%20improvement%20in%20water-surface-elevation%20root-mean-square%20error%20at%20NOAA%20gauges%20over%20the%20first-%20or%20second-generation%20source-term%20packages,%20while%20increasing%20wall-clock%20run%20time. http://schema.org/about http://www.wikidata.org/entity/Q34439356 http://purl.org/aida/In%20coupled%20ADCIRC+SWAN%20(storm-surge%20plus%20spectral-wave)%20hindcasts%20of%20Gulf%20of%20Mexico%20hurricanes,%20the%20third-generation%20ST6%20source-term%20package%20in%20SWAN%20yields%20no%20improvement%20in%20water-surface-elevation%20root-mean-square%20error%20at%20NOAA%20gauges%20over%20the%20first-%20or%20second-generation%20source-term%20packages,%20while%20increasing%20wall-clock%20run%20time. http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/petapico/o/hycl#AIDA-Sentence http://purl.org/aida/In%20coupled%20ADCIRC+SWAN%20(storm-surge%20plus%20spectral-wave)%20hindcasts%20of%20Gulf%20of%20Mexico%20hurricanes,%20the%20third-generation%20ST6%20source-term%20package%20in%20SWAN%20yields%20no%20improvement%20in%20water-surface-elevation%20root-mean-square%20error%20at%20NOAA%20gauges%20over%20the%20first-%20or%20second-generation%20source-term%20packages,%20while%20increasing%20wall-clock%20run%20time. http://www.w3.org/2004/02/skos/core#related https://w3id.org/sciencelive/np/RA_tuuJYawQ_zY1L6R0puEuiDVSo7JoHNfYQ9ULXPERZk https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k/provenance https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k/pubinfo https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k http://purl.org/dc/terms/created 2026-05-22T20:59:43.150Z https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k http://purl.org/nanopub/x/hasNanopubType http://purl.org/petapico/o/hycl https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k http://purl.org/nanopub/x/introduces http://purl.org/aida/In%20coupled%20ADCIRC+SWAN%20(storm-surge%20plus%20spectral-wave)%20hindcasts%20of%20Gulf%20of%20Mexico%20hurricanes,%20the%20third-generation%20ST6%20source-term%20package%20in%20SWAN%20yields%20no%20improvement%20in%20water-surface-elevation%20root-mean-square%20error%20at%20NOAA%20gauges%20over%20the%20first-%20or%20second-generation%20source-term%20packages,%20while%20increasing%20wall-clock%20run%20time. https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: In coupled ADCIRC+SWAN (storm-surge plus spectral-wave) hindcasts of Gulf of Mexico hurricanes, the third-generation ST6 source-term package in SWAN yields no improvement in water-surface-elevation root-mean-square error at NOAA gauges over the first- or second-generation source-term packages, while increasing wall-clock run time. https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/sciencelive/np/RAPii6l2XAPcge7KM59fmPqxtMKVMjTA8AYY6hqUS4w1k/sig http://purl.org/nanopub/x/hasPublicKey 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http://purl.org/nanopub/x/signedBy https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ/Head https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ http://www.nanopub.org/nschema#hasAssertion https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ/assertion https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ http://www.nanopub.org/nschema#hasProvenance https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ/provenance https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ/pubinfo https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication 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http://purl.org/aida/Heliothermic%20lizard%20populations%20experience%20local%20extinction%20when%20the%20cumulative%20daily%20hours%20of%20activity%20restriction%20during%20the%20critical%20reproductive%20period%20(h_r,%20computed%20as%20the%20hours%20per%20day%20when%20operative%20temperature%20exceeds%20the%20species'%20preferred%20body%20temperature)%20exceed%20a%20family-specific%20threshold. http://schema.org/about http://www.wikidata.org/entity/Q123509 http://purl.org/aida/Heliothermic%20lizard%20populations%20experience%20local%20extinction%20when%20the%20cumulative%20daily%20hours%20of%20activity%20restriction%20during%20the%20critical%20reproductive%20period%20(h_r,%20computed%20as%20the%20hours%20per%20day%20when%20operative%20temperature%20exceeds%20the%20species'%20preferred%20body%20temperature)%20exceed%20a%20family-specific%20threshold. http://schema.org/about http://www.wikidata.org/entity/Q125928 http://purl.org/aida/Heliothermic%20lizard%20populations%20experience%20local%20extinction%20when%20the%20cumulative%20daily%20hours%20of%20activity%20restriction%20during%20the%20critical%20reproductive%20period%20(h_r,%20computed%20as%20the%20hours%20per%20day%20when%20operative%20temperature%20exceeds%20the%20species'%20preferred%20body%20temperature)%20exceed%20a%20family-specific%20threshold. http://schema.org/about http://www.wikidata.org/entity/Q139684181 http://purl.org/aida/Heliothermic%20lizard%20populations%20experience%20local%20extinction%20when%20the%20cumulative%20daily%20hours%20of%20activity%20restriction%20during%20the%20critical%20reproductive%20period%20(h_r,%20computed%20as%20the%20hours%20per%20day%20when%20operative%20temperature%20exceeds%20the%20species'%20preferred%20body%20temperature)%20exceed%20a%20family-specific%20threshold. http://schema.org/about http://www.wikidata.org/entity/Q250388 http://purl.org/aida/Heliothermic%20lizard%20populations%20experience%20local%20extinction%20when%20the%20cumulative%20daily%20hours%20of%20activity%20restriction%20during%20the%20critical%20reproductive%20period%20(h_r,%20computed%20as%20the%20hours%20per%20day%20when%20operative%20temperature%20exceeds%20the%20species'%20preferred%20body%20temperature)%20exceed%20a%20family-specific%20threshold. http://schema.org/about http://www.wikidata.org/entity/Q27532 http://purl.org/aida/Heliothermic%20lizard%20populations%20experience%20local%20extinction%20when%20the%20cumulative%20daily%20hours%20of%20activity%20restriction%20during%20the%20critical%20reproductive%20period%20(h_r,%20computed%20as%20the%20hours%20per%20day%20when%20operative%20temperature%20exceeds%20the%20species'%20preferred%20body%20temperature)%20exceed%20a%20family-specific%20threshold. http://schema.org/about http://www.wikidata.org/entity/Q7150 http://purl.org/aida/Heliothermic%20lizard%20populations%20experience%20local%20extinction%20when%20the%20cumulative%20daily%20hours%20of%20activity%20restriction%20during%20the%20critical%20reproductive%20period%20(h_r,%20computed%20as%20the%20hours%20per%20day%20when%20operative%20temperature%20exceeds%20the%20species'%20preferred%20body%20temperature)%20exceed%20a%20family-specific%20threshold. http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/petapico/o/hycl#AIDA-Sentence http://purl.org/aida/Heliothermic%20lizard%20populations%20experience%20local%20extinction%20when%20the%20cumulative%20daily%20hours%20of%20activity%20restriction%20during%20the%20critical%20reproductive%20period%20(h_r,%20computed%20as%20the%20hours%20per%20day%20when%20operative%20temperature%20exceeds%20the%20species'%20preferred%20body%20temperature)%20exceed%20a%20family-specific%20threshold. http://www.w3.org/2004/02/skos/core#related https://w3id.org/sciencelive/np/RACn8FAhvm0l6u4E1-LCGznZknh9XA28kfgY2GQUSpFnc https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ/provenance https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ/pubinfo https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ http://purl.org/dc/terms/created 2026-05-17T16:44:04.265Z https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ http://purl.org/nanopub/x/hasNanopubType http://purl.org/petapico/o/hycl https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ http://purl.org/nanopub/x/introduces http://purl.org/aida/Heliothermic%20lizard%20populations%20experience%20local%20extinction%20when%20the%20cumulative%20daily%20hours%20of%20activity%20restriction%20during%20the%20critical%20reproductive%20period%20(h_r,%20computed%20as%20the%20hours%20per%20day%20when%20operative%20temperature%20exceeds%20the%20species'%20preferred%20body%20temperature)%20exceed%20a%20family-specific%20threshold. https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: Heliothermic lizard populations experience local extinction when the cumulative daily hours of activity restriction during the critical reproductive period (h_r, computed as the hours per day when operative temperature exceeds the species' preferred body temperature) exceed a family-specific threshold. https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/sciencelive/np/RA7jFaB3akXJH9XhcYkIKL-6svSehDYO-s0VhiNkeFKXQ/sig http://purl.org/nanopub/x/hasPublicKey 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http://purl.org/nanopub/x/signedBy https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAwGAtWnn1ghSvSzTUtTfrKN4PZP7W6OBmdYsfVRjWAx8/Head https://w3id.org/sciencelive/np/RAwGAtWnn1ghSvSzTUtTfrKN4PZP7W6OBmdYsfVRjWAx8 http://www.nanopub.org/nschema#hasAssertion https://w3id.org/sciencelive/np/RAwGAtWnn1ghSvSzTUtTfrKN4PZP7W6OBmdYsfVRjWAx8/assertion https://w3id.org/sciencelive/np/RAwGAtWnn1ghSvSzTUtTfrKN4PZP7W6OBmdYsfVRjWAx8 http://www.nanopub.org/nschema#hasProvenance https://w3id.org/sciencelive/np/RAwGAtWnn1ghSvSzTUtTfrKN4PZP7W6OBmdYsfVRjWAx8/provenance https://w3id.org/sciencelive/np/RAwGAtWnn1ghSvSzTUtTfrKN4PZP7W6OBmdYsfVRjWAx8 http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/sciencelive/np/RAwGAtWnn1ghSvSzTUtTfrKN4PZP7W6OBmdYsfVRjWAx8/pubinfo https://w3id.org/sciencelive/np/RAwGAtWnn1ghSvSzTUtTfrKN4PZP7W6OBmdYsfVRjWAx8 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/sciencelive/np/RAwGAtWnn1ghSvSzTUtTfrKN4PZP7W6OBmdYsfVRjWAx8/assertion http://purl.org/aida/Projected%20per-species%20rankings%20of%20Iberian%20Bombus%20extirpation%20risk%20under%20future%20climate%20are%20sensitive%20to%20the%20spatial%20grid%20resolution%20of%20the%20analysis,%20particularly%20for%20species%20with%20sparse%20historical%20distribution. http://purl.org/spar/cito/obtainsSupportFrom https://doi.org/10.1126/science.aax8591 http://purl.org/aida/Projected%20per-species%20rankings%20of%20Iberian%20Bombus%20extirpation%20risk%20under%20future%20climate%20are%20sensitive%20to%20the%20spatial%20grid%20resolution%20of%20the%20analysis,%20particularly%20for%20species%20with%20sparse%20historical%20distribution. http://purl.org/spar/cito/obtainsSupportFrom https://doi.org/10.5281/zenodo.20113777 http://purl.org/aida/Projected%20per-species%20rankings%20of%20Iberian%20Bombus%20extirpation%20risk%20under%20future%20climate%20are%20sensitive%20to%20the%20spatial%20grid%20resolution%20of%20the%20analysis,%20particularly%20for%20species%20with%20sparse%20historical%20distribution. http://purl.org/spar/cito/obtainsSupportFrom https://doi.org/10.5281/zenodo.20113780 http://purl.org/aida/Projected%20per-species%20rankings%20of%20Iberian%20Bombus%20extirpation%20risk%20under%20future%20climate%20are%20sensitive%20to%20the%20spatial%20grid%20resolution%20of%20the%20analysis,%20particularly%20for%20species%20with%20sparse%20historical%20distribution. http://schema.org/about http://www.wikidata.org/entity/Q125928 http://purl.org/aida/Projected%20per-species%20rankings%20of%20Iberian%20Bombus%20extirpation%20risk%20under%20future%20climate%20are%20sensitive%20to%20the%20spatial%20grid%20resolution%20of%20the%20analysis,%20particularly%20for%20species%20with%20sparse%20historical%20distribution. http://schema.org/about http://www.wikidata.org/entity/Q47041 http://purl.org/aida/Projected%20per-species%20rankings%20of%20Iberian%20Bombus%20extirpation%20risk%20under%20future%20climate%20are%20sensitive%20to%20the%20spatial%20grid%20resolution%20of%20the%20analysis,%20particularly%20for%20species%20with%20sparse%20historical%20distribution. http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/petapico/o/hycl#AIDA-Sentence http://purl.org/aida/Projected%20per-species%20rankings%20of%20Iberian%20Bombus%20extirpation%20risk%20under%20future%20climate%20are%20sensitive%20to%20the%20spatial%20grid%20resolution%20of%20the%20analysis,%20particularly%20for%20species%20with%20sparse%20historical%20distribution. http://www.w3.org/2004/02/skos/core#related https://w3id.org/sciencelive/np/RAErLL_QSe3e0pKBxHkUHH5v49F66fFVuS2OmYMJz02OY https://w3id.org/sciencelive/np/RAwGAtWnn1ghSvSzTUtTfrKN4PZP7W6OBmdYsfVRjWAx8/provenance https://w3id.org/sciencelive/np/RAwGAtWnn1ghSvSzTUtTfrKN4PZP7W6OBmdYsfVRjWAx8/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAwGAtWnn1ghSvSzTUtTfrKN4PZP7W6OBmdYsfVRjWAx8/pubinfo https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/sciencelive/np/RAwGAtWnn1ghSvSzTUtTfrKN4PZP7W6OBmdYsfVRjWAx8 http://purl.org/dc/terms/created 2026-05-11T20:12:56.759Z 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https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/sciencelive/np/RAgb6pxwyANh-jpPdiY3H5k-fGWGgCmN72UrV_zAJcSMI http://purl.org/dc/terms/created 2026-05-11T17:58:18.755Z https://w3id.org/sciencelive/np/RAgb6pxwyANh-jpPdiY3H5k-fGWGgCmN72UrV_zAJcSMI http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAgb6pxwyANh-jpPdiY3H5k-fGWGgCmN72UrV_zAJcSMI http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/sciencelive/np/RAgb6pxwyANh-jpPdiY3H5k-fGWGgCmN72UrV_zAJcSMI http://purl.org/nanopub/x/hasNanopubType http://purl.org/petapico/o/hycl https://w3id.org/sciencelive/np/RAgb6pxwyANh-jpPdiY3H5k-fGWGgCmN72UrV_zAJcSMI http://purl.org/nanopub/x/introduces http://purl.org/aida/Increased%20thermal%20exposure%20between%20historical%20baseline%20and%20recent%20climate%20predicts%20higher%20probability%20of%20local%20extirpation%20in%20Iberian%20Bombus%20populations. https://w3id.org/sciencelive/np/RAgb6pxwyANh-jpPdiY3H5k-fGWGgCmN72UrV_zAJcSMI http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RAgb6pxwyANh-jpPdiY3H5k-fGWGgCmN72UrV_zAJcSMI http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: Increased thermal exposure between historical baseline and recent climate predicts higher probability of local extirpation in Iberian Bombus populations. https://w3id.org/sciencelive/np/RAgb6pxwyANh-jpPdiY3H5k-fGWGgCmN72UrV_zAJcSMI https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA https://w3id.org/sciencelive/np/RAgb6pxwyANh-jpPdiY3H5k-fGWGgCmN72UrV_zAJcSMI/sig http://purl.org/nanopub/x/hasAlgorithm RSA 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http://purl.org/dc/terms/created 2026-05-08T19:20:33.785Z https://w3id.org/sciencelive/np/RAeUBLkmMl9AVRxnZlbInZNtYB6QL300kQIVV7wEc6OB0 http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAeUBLkmMl9AVRxnZlbInZNtYB6QL300kQIVV7wEc6OB0 http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/sciencelive/np/RAeUBLkmMl9AVRxnZlbInZNtYB6QL300kQIVV7wEc6OB0 http://purl.org/nanopub/x/hasNanopubType http://purl.org/petapico/o/hycl https://w3id.org/sciencelive/np/RAeUBLkmMl9AVRxnZlbInZNtYB6QL300kQIVV7wEc6OB0 http://purl.org/nanopub/x/introduces http://purl.org/aida/On%20the%20HEALPix-NESTED%20substrate,%20719%20of%20765%20(94.0%20percent)%20marine%20biodiversity%20occurrences%20from%20GBIF%20in%20the%20Western%20Australian%20region%20during%202011%20sat%20on%20cells%20that%20experienced%20marine-heatwave%20conditions%20during%20the%20documented%20Ningaloo%20Ni%C3%B1o%20event%20of%20February-March%202011. 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http://purl.org/aida/On%20the%20HEALPix-NESTED%20substrate,%20a%20sphere-harmonic%20band-pass%20matched%20filter%20trained%20on%20a%20cosmology-like%20Domain%20A%20with%20features%20at%20uniformly-random%20sphere%20locations%20classifies%20a%20climate-like%20Domain%20B%20with%20features%20confined%20to%20high%20latitudes%20at%201.000%20accuracy%20without%20retraining,%20while%20an%20equivalent%20lat-lon%20flat%20matched%20filter%20trained%20identically%20drops%20from%201.000%20in-domain%20to%200.845%20on%20the%20same%20cross-domain%20transfer. http://purl.org/spar/cito/obtainsSupportFrom https://arxiv.org/abs/2012.15000 http://purl.org/aida/On%20the%20HEALPix-NESTED%20substrate,%20a%20sphere-harmonic%20band-pass%20matched%20filter%20trained%20on%20a%20cosmology-like%20Domain%20A%20with%20features%20at%20uniformly-random%20sphere%20locations%20classifies%20a%20climate-like%20Domain%20B%20with%20features%20confined%20to%20high%20latitudes%20at%201.000%20accuracy%20without%20retraining,%20while%20an%20equivalent%20lat-lon%20flat%20matched%20filter%20trained%20identically%20drops%20from%201.000%20in-domain%20to%200.845%20on%20the%20same%20cross-domain%20transfer. http://purl.org/spar/cito/obtainsSupportFrom https://doi.org/10.1029/2023MS004021 http://purl.org/aida/On%20the%20HEALPix-NESTED%20substrate,%20a%20sphere-harmonic%20band-pass%20matched%20filter%20trained%20on%20a%20cosmology-like%20Domain%20A%20with%20features%20at%20uniformly-random%20sphere%20locations%20classifies%20a%20climate-like%20Domain%20B%20with%20features%20confined%20to%20high%20latitudes%20at%201.000%20accuracy%20without%20retraining,%20while%20an%20equivalent%20lat-lon%20flat%20matched%20filter%20trained%20identically%20drops%20from%201.000%20in-domain%20to%200.845%20on%20the%20same%20cross-domain%20transfer. http://purl.org/spar/cito/obtainsSupportFrom https://doi.org/10.1086/427976 http://purl.org/aida/On%20the%20HEALPix-NESTED%20substrate,%20a%20sphere-harmonic%20band-pass%20matched%20filter%20trained%20on%20a%20cosmology-like%20Domain%20A%20with%20features%20at%20uniformly-random%20sphere%20locations%20classifies%20a%20climate-like%20Domain%20B%20with%20features%20confined%20to%20high%20latitudes%20at%201.000%20accuracy%20without%20retraining,%20while%20an%20equivalent%20lat-lon%20flat%20matched%20filter%20trained%20identically%20drops%20from%201.000%20in-domain%20to%200.845%20on%20the%20same%20cross-domain%20transfer. http://schema.org/about http://www.wikidata.org/entity/Q2539 http://purl.org/aida/On%20the%20HEALPix-NESTED%20substrate,%20a%20sphere-harmonic%20band-pass%20matched%20filter%20trained%20on%20a%20cosmology-like%20Domain%20A%20with%20features%20at%20uniformly-random%20sphere%20locations%20classifies%20a%20climate-like%20Domain%20B%20with%20features%20confined%20to%20high%20latitudes%20at%201.000%20accuracy%20without%20retraining,%20while%20an%20equivalent%20lat-lon%20flat%20matched%20filter%20trained%20identically%20drops%20from%201.000%20in-domain%20to%200.845%20on%20the%20same%20cross-domain%20transfer. http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/petapico/o/hycl#AIDA-Sentence http://purl.org/aida/On%20the%20HEALPix-NESTED%20substrate,%20a%20sphere-harmonic%20band-pass%20matched%20filter%20trained%20on%20a%20cosmology-like%20Domain%20A%20with%20features%20at%20uniformly-random%20sphere%20locations%20classifies%20a%20climate-like%20Domain%20B%20with%20features%20confined%20to%20high%20latitudes%20at%201.000%20accuracy%20without%20retraining,%20while%20an%20equivalent%20lat-lon%20flat%20matched%20filter%20trained%20identically%20drops%20from%201.000%20in-domain%20to%200.845%20on%20the%20same%20cross-domain%20transfer. http://www.w3.org/2004/02/skos/core#related https://w3id.org/np/RAn4ChpN8nXUYA_z1gDSMA_pN95nm5CmmKksIpOLM3L74 https://w3id.org/sciencelive/np/RAfdjia40JYeC3mMR2_Tc8x6JLHDwC0nUSS5ndfp5TyhE/provenance https://w3id.org/sciencelive/np/RAfdjia40JYeC3mMR2_Tc8x6JLHDwC0nUSS5ndfp5TyhE/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 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http://purl.org/aida/On%20the%20HEALPix-NESTED%20substrate,%20a%20sphere-harmonic%20band-pass%20matched%20filter%20trained%20on%20a%20cosmology-like%20Domain%20A%20with%20features%20at%20uniformly-random%20sphere%20locations%20classifies%20a%20climate-like%20Domain%20B%20with%20features%20confined%20to%20high%20latitudes%20at%201.000%20accuracy%20without%20retraining,%20while%20an%20equivalent%20lat-lon%20flat%20matched%20filter%20trained%20identically%20drops%20from%201.000%20in-domain%20to%200.845%20on%20the%20same%20cross-domain%20transfer. https://w3id.org/sciencelive/np/RAfdjia40JYeC3mMR2_Tc8x6JLHDwC0nUSS5ndfp5TyhE http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RAfdjia40JYeC3mMR2_Tc8x6JLHDwC0nUSS5ndfp5TyhE http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: On the HEALPix-NESTED substrate, a sphere-harmonic band-pass matched filter trained on a cosmology-like Domain A with features at uniformly-random sphere 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https://w3id.org/np/o/ntemplate/hasLabelFromApi Earth observation - scientific field based on gathering information about planet Earth's physical, chemical and biological systems via remote sensing technologies http://www.wikidata.org/entity/Q1507383 https://w3id.org/np/o/ntemplate/hasLabelFromApi sea surface temperature - water temperature close to the ocean's surface http://www.wikidata.org/entity/Q5629401 https://w3id.org/np/o/ntemplate/hasLabelFromApi HEALPix - general class of spherical projections https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/np/RA0P2dPFtPiyzW7uHgmAf_nBcwnUtAEYYpDV1Wkko8dC4 http://purl.org/dc/terms/created 2026-04-26T18:38:59.484Z https://w3id.org/np/RA0P2dPFtPiyzW7uHgmAf_nBcwnUtAEYYpDV1Wkko8dC4 http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/np/RA0P2dPFtPiyzW7uHgmAf_nBcwnUtAEYYpDV1Wkko8dC4 http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ 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http://purl.org/aida/Scattering+transforms+can+fill+cloud+gaps+in+satellite+sea+surface+temperature+observations+using+a+gap-free+reference+product+as+a+statistical+target. http://schema.org/about http://www.wikidata.org/entity/Q5629401 http://purl.org/aida/Scattering+transforms+can+fill+cloud+gaps+in+satellite+sea+surface+temperature+observations+using+a+gap-free+reference+product+as+a+statistical+target. http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/petapico/o/hycl#AIDA-Sentence http://purl.org/aida/Scattering+transforms+can+fill+cloud+gaps+in+satellite+sea+surface+temperature+observations+using+a+gap-free+reference+product+as+a+statistical+target. http://www.w3.org/2004/02/skos/core#related https://w3id.org/sciencelive/np/RAUqGWdJOve1i0KCOCZhPfXT9qXquiS3qFdLNLgKu-j-I https://w3id.org/np/RAsnOdj5BxkhD_u67TguhaVIz6T1TaIGW5qzM7_QuNrqU/provenance https://w3id.org/np/RAsnOdj5BxkhD_u67TguhaVIz6T1TaIGW5qzM7_QuNrqU/assertion http://www.w3.org/ns/prov#wasAttributedTo 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http://purl.org/aida/Local%20extirpation%20rate%20in%20bumble%20bee%20species%20increases%20with%20the%20frequency%20at%20which%20local%20temperatures%20exceed%20species-specific%20historically%20observed%20thermal%20tolerances. http://schema.org/about http://www.wikidata.org/entity/Q7225689 http://purl.org/aida/Local%20extirpation%20rate%20in%20bumble%20bee%20species%20increases%20with%20the%20frequency%20at%20which%20local%20temperatures%20exceed%20species-specific%20historically%20observed%20thermal%20tolerances. http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/petapico/o/hycl#AIDA-Sentence http://purl.org/aida/Local%20extirpation%20rate%20in%20bumble%20bee%20species%20increases%20with%20the%20frequency%20at%20which%20local%20temperatures%20exceed%20species-specific%20historically%20observed%20thermal%20tolerances. http://www.w3.org/2004/02/skos/core#related https://w3id.org/sciencelive/np/RAQ9l3vNjaSUeYZ8A0wgrzDPEbQQXBbd8jMszJ8pBzoiw 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http://purl.org/aida/EarthCARE%20Level-2%20data%20from%20the%20Multi-Spectral%20Imager%20(MSI),%20Atmospheric%20Lidar%20(ATLID),%20and%20Cloud%20Profiling%20Radar%20(CPR)%20can%20be%20converted%20to%20HEALPix%20Discrete%20Global%20Grid%20System%20cells%20on%20the%20WGS84%20ellipsoid%20while%20preserving%20variable-type%20aggregation%20semantics. http://www.w3.org/2004/02/skos/core#related https://w3id.org/sciencelive/np/RA0Rg7kYXtQDneG21v8goU6k7IMMTlc47IQNuvt48bB0Y https://w3id.org/sciencelive/np/RAg86kP6CL4Tuauxk6BR3xrF9P2ktYyOJ732kOu4laRGg/provenance https://w3id.org/sciencelive/np/RAg86kP6CL4Tuauxk6BR3xrF9P2ktYyOJ732kOu4laRGg/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAg86kP6CL4Tuauxk6BR3xrF9P2ktYyOJ732kOu4laRGg/pubinfo https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/sciencelive/np/RAg86kP6CL4Tuauxk6BR3xrF9P2ktYyOJ732kOu4laRGg http://purl.org/dc/terms/created 2026-04-23T14:31:09.624Z https://w3id.org/sciencelive/np/RAg86kP6CL4Tuauxk6BR3xrF9P2ktYyOJ732kOu4laRGg http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAg86kP6CL4Tuauxk6BR3xrF9P2ktYyOJ732kOu4laRGg http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/sciencelive/np/RAg86kP6CL4Tuauxk6BR3xrF9P2ktYyOJ732kOu4laRGg http://purl.org/nanopub/x/hasNanopubType http://purl.org/petapico/o/hycl https://w3id.org/sciencelive/np/RAg86kP6CL4Tuauxk6BR3xrF9P2ktYyOJ732kOu4laRGg http://purl.org/nanopub/x/introduces http://purl.org/aida/EarthCARE%20Level-2%20data%20from%20the%20Multi-Spectral%20Imager%20(MSI),%20Atmospheric%20Lidar%20(ATLID),%20and%20Cloud%20Profiling%20Radar%20(CPR)%20can%20be%20converted%20to%20HEALPix%20Discrete%20Global%20Grid%20System%20cells%20on%20the%20WGS84%20ellipsoid%20while%20preserving%20variable-type%20aggregation%20semantics. 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http://purl.org/aida/Standard%20supervised%20pretraining%20achieves%20comparable%20cross-domain%20few-shot%20classification%20accuracy%20on%20satellite%20imagery%20to%20episodic%20meta-learning%20with%20less%20training%20time. http://schema.org/about http://www.wikidata.org/entity/Q6822311 http://purl.org/aida/Standard%20supervised%20pretraining%20achieves%20comparable%20cross-domain%20few-shot%20classification%20accuracy%20on%20satellite%20imagery%20to%20episodic%20meta-learning%20with%20less%20training%20time. http://schema.org/about http://www.wikidata.org/entity/Q816747 http://purl.org/aida/Standard%20supervised%20pretraining%20achieves%20comparable%20cross-domain%20few-shot%20classification%20accuracy%20on%20satellite%20imagery%20to%20episodic%20meta-learning%20with%20less%20training%20time. http://schema.org/about http://www.wikidata.org/entity/Q98526763 http://purl.org/aida/Standard%20supervised%20pretraining%20achieves%20comparable%20cross-domain%20few-shot%20classification%20accuracy%20on%20satellite%20imagery%20to%20episodic%20meta-learning%20with%20less%20training%20time. http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/petapico/o/hycl#AIDA-Sentence http://purl.org/aida/Standard%20supervised%20pretraining%20achieves%20comparable%20cross-domain%20few-shot%20classification%20accuracy%20on%20satellite%20imagery%20to%20episodic%20meta-learning%20with%20less%20training%20time. http://www.w3.org/2004/02/skos/core#related https://w3id.org/sciencelive/np/RA-bVr4LQBaoZPSWEyLFLWdoC7BTcObJ6ykgtBSml5cp4 https://w3id.org/sciencelive/np/RA4cXCCMH0rK_0mZn0ShUOa3HjSP6tqxaLQFyR3FVmZdg/provenance https://w3id.org/sciencelive/np/RA4cXCCMH0rK_0mZn0ShUOa3HjSP6tqxaLQFyR3FVmZdg/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RA4cXCCMH0rK_0mZn0ShUOa3HjSP6tqxaLQFyR3FVmZdg/pubinfo https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/sciencelive/np/RA4cXCCMH0rK_0mZn0ShUOa3HjSP6tqxaLQFyR3FVmZdg http://purl.org/dc/terms/created 2026-04-18T15:22:02.242Z https://w3id.org/sciencelive/np/RA4cXCCMH0rK_0mZn0ShUOa3HjSP6tqxaLQFyR3FVmZdg http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RA4cXCCMH0rK_0mZn0ShUOa3HjSP6tqxaLQFyR3FVmZdg http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/sciencelive/np/RA4cXCCMH0rK_0mZn0ShUOa3HjSP6tqxaLQFyR3FVmZdg http://purl.org/nanopub/x/hasNanopubType http://purl.org/petapico/o/hycl https://w3id.org/sciencelive/np/RA4cXCCMH0rK_0mZn0ShUOa3HjSP6tqxaLQFyR3FVmZdg http://purl.org/nanopub/x/introduces http://purl.org/aida/Standard%20supervised%20pretraining%20achieves%20comparable%20cross-domain%20few-shot%20classification%20accuracy%20on%20satellite%20imagery%20to%20episodic%20meta-learning%20with%20less%20training%20time. https://w3id.org/sciencelive/np/RA4cXCCMH0rK_0mZn0ShUOa3HjSP6tqxaLQFyR3FVmZdg http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RA4cXCCMH0rK_0mZn0ShUOa3HjSP6tqxaLQFyR3FVmZdg http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: Standard supervised pretraining achieves comparable cross-domain few-shot classification accuracy on satellite imagery to episodic meta-learning with less training time. https://w3id.org/sciencelive/np/RA4cXCCMH0rK_0mZn0ShUOa3HjSP6tqxaLQFyR3FVmZdg https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA https://w3id.org/sciencelive/np/RA4cXCCMH0rK_0mZn0ShUOa3HjSP6tqxaLQFyR3FVmZdg/sig 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http://purl.org/aida/Zero-knowledge%20proofs%20based%20on%20zk-SNARKs%20can%20verify%20that%20environmental%20sensor%20readings%20satisfy%20regulatory%20compliance%20thresholds%20without%20revealing%20the%20underlying%20measurement%20values. https://w3id.org/sciencelive/np/RAaP8oA9UUXgvkk2NXIbFwacWPdtpUc1rxFE6fWFlZf7w http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RAaP8oA9UUXgvkk2NXIbFwacWPdtpUc1rxFE6fWFlZf7w http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/nanopub/x/ExampleNanopub https://w3id.org/sciencelive/np/RAaP8oA9UUXgvkk2NXIbFwacWPdtpUc1rxFE6fWFlZf7w http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: Zero-knowledge proofs based on zk-SNARKs can verify that environmental sensor readings satisfy regulatory compliance thresholds without revealing the underlying measurement values. https://w3id.org/sciencelive/np/RAaP8oA9UUXgvkk2NXIbFwacWPdtpUc1rxFE6fWFlZf7w 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https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RABLkLowki_qIWxYGItGqW1JDzaDpkAAvRxY7d2tpwu44 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/nanopub/x/ExampleNanopub https://w3id.org/sciencelive/np/RABLkLowki_qIWxYGItGqW1JDzaDpkAAvRxY7d2tpwu44 http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: ODRL policies published as signed nanopublications enable fully automated, cryptographically verifiable access control for FAIR research datasets, with sub-second policy evaluation and a complete audit trail of every access decision. https://w3id.org/sciencelive/np/RABLkLowki_qIWxYGItGqW1JDzaDpkAAvRxY7d2tpwu44 https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA https://w3id.org/sciencelive/np/RABLkLowki_qIWxYGItGqW1JDzaDpkAAvRxY7d2tpwu44/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/sciencelive/np/RABLkLowki_qIWxYGItGqW1JDzaDpkAAvRxY7d2tpwu44/sig 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http://purl.org/aida/WGS84%20ellipsoid%20indexing%20assigns%20pixels%20to%20substantially%20different%20HEALPix%20cells%20than%20sphere-based%20indexing%20at%20mid%20and%20high%20latitudes. http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/petapico/o/hycl#AIDA-Sentence http://purl.org/aida/WGS84%20ellipsoid%20indexing%20assigns%20pixels%20to%20substantially%20different%20HEALPix%20cells%20than%20sphere-based%20indexing%20at%20mid%20and%20high%20latitudes. http://www.w3.org/2004/02/skos/core#related https://w3id.org/np/RACrN3k316nYzlu7rrcw619-yrjrhJJV4P2MuVEtiSSaM https://w3id.org/sciencelive/np/RAMFMgw2oNSeAEhPjg2Dco_0vYWQ1igTNbkT0_5177yV8/provenance https://w3id.org/sciencelive/np/RAMFMgw2oNSeAEhPjg2Dco_0vYWQ1igTNbkT0_5177yV8/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAMFMgw2oNSeAEhPjg2Dco_0vYWQ1igTNbkT0_5177yV8/pubinfo https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/sciencelive/np/RAMFMgw2oNSeAEhPjg2Dco_0vYWQ1igTNbkT0_5177yV8 http://purl.org/dc/terms/created 2026-04-09T20:23:51.397Z https://w3id.org/sciencelive/np/RAMFMgw2oNSeAEhPjg2Dco_0vYWQ1igTNbkT0_5177yV8 http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAMFMgw2oNSeAEhPjg2Dco_0vYWQ1igTNbkT0_5177yV8 http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/sciencelive/np/RAMFMgw2oNSeAEhPjg2Dco_0vYWQ1igTNbkT0_5177yV8 http://purl.org/nanopub/x/hasNanopubType http://purl.org/petapico/o/hycl https://w3id.org/sciencelive/np/RAMFMgw2oNSeAEhPjg2Dco_0vYWQ1igTNbkT0_5177yV8 http://purl.org/nanopub/x/introduces http://purl.org/aida/WGS84%20ellipsoid%20indexing%20assigns%20pixels%20to%20substantially%20different%20HEALPix%20cells%20than%20sphere-based%20indexing%20at%20mid%20and%20high%20latitudes. https://w3id.org/sciencelive/np/RAMFMgw2oNSeAEhPjg2Dco_0vYWQ1igTNbkT0_5177yV8 http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RAMFMgw2oNSeAEhPjg2Dco_0vYWQ1igTNbkT0_5177yV8 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/nanopub/x/ExampleNanopub https://w3id.org/sciencelive/np/RAMFMgw2oNSeAEhPjg2Dco_0vYWQ1igTNbkT0_5177yV8 http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: WGS84 ellipsoid indexing assigns pixels to substantially different HEALPix cells than sphere-based indexing at mid and high latitudes. https://w3id.org/sciencelive/np/RAMFMgw2oNSeAEhPjg2Dco_0vYWQ1igTNbkT0_5177yV8 https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA https://w3id.org/sciencelive/np/RAMFMgw2oNSeAEhPjg2Dco_0vYWQ1igTNbkT0_5177yV8/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/sciencelive/np/RAMFMgw2oNSeAEhPjg2Dco_0vYWQ1igTNbkT0_5177yV8/sig http://purl.org/nanopub/x/hasPublicKey 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https://w3id.org/sciencelive/np/RAitg94bMRMcDmi8cBhvimLOSAW8UgKGjTrhN3S8gbqOo/assertion http://purl.org/aida/HEALPix%20indexing%20via%20healpix-geo%20achieves%20equivalent%20DGGS%20performance%20to%20H3%20on%20both%20sphere%20and%20WGS84%20ellipsoid. http://purl.org/spar/cito/obtainsSupportFrom https://doi.org/10.1080/20964471.2024.2429847 http://purl.org/aida/HEALPix%20indexing%20via%20healpix-geo%20achieves%20equivalent%20DGGS%20performance%20to%20H3%20on%20both%20sphere%20and%20WGS84%20ellipsoid. http://schema.org/about http://www.wikidata.org/entity/Q117479905 http://purl.org/aida/HEALPix%20indexing%20via%20healpix-geo%20achieves%20equivalent%20DGGS%20performance%20to%20H3%20on%20both%20sphere%20and%20WGS84%20ellipsoid. http://schema.org/about http://www.wikidata.org/entity/Q190046 http://purl.org/aida/HEALPix%20indexing%20via%20healpix-geo%20achieves%20equivalent%20DGGS%20performance%20to%20H3%20on%20both%20sphere%20and%20WGS84%20ellipsoid. http://schema.org/about http://www.wikidata.org/entity/Q5629401 http://purl.org/aida/HEALPix%20indexing%20via%20healpix-geo%20achieves%20equivalent%20DGGS%20performance%20to%20H3%20on%20both%20sphere%20and%20WGS84%20ellipsoid. http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/petapico/o/hycl#AIDA-Sentence http://purl.org/aida/HEALPix%20indexing%20via%20healpix-geo%20achieves%20equivalent%20DGGS%20performance%20to%20H3%20on%20both%20sphere%20and%20WGS84%20ellipsoid. http://www.w3.org/2004/02/skos/core#related https://w3id.org/np/RACrN3k316nYzlu7rrcw619-yrjrhJJV4P2MuVEtiSSaM https://w3id.org/sciencelive/np/RAitg94bMRMcDmi8cBhvimLOSAW8UgKGjTrhN3S8gbqOo/provenance https://w3id.org/sciencelive/np/RAitg94bMRMcDmi8cBhvimLOSAW8UgKGjTrhN3S8gbqOo/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 https://w3id.org/sciencelive/np/RAitg94bMRMcDmi8cBhvimLOSAW8UgKGjTrhN3S8gbqOo/pubinfo https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux 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2026-03-13T14:20:10.000Z https://w3id.org/sciencelive/np/RA_soW1Njiem0CYkKweHPpYnMDiNuImMJp9fEsaXM9icA http://purl.org/dc/terms/creator https://w3id.org/np/RALe_3U-0OKr-rc5FzaSc7xw1nPuGq1LkWoncmx6DXAV4/ai-mistral-ji https://w3id.org/sciencelive/np/RA_soW1Njiem0CYkKweHPpYnMDiNuImMJp9fEsaXM9icA http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/sciencelive/np/RA_soW1Njiem0CYkKweHPpYnMDiNuImMJp9fEsaXM9icA http://purl.org/nanopub/x/hasNanopubType http://purl.org/petapico/o/hycl#AIDA-Sentence https://w3id.org/sciencelive/np/RA_soW1Njiem0CYkKweHPpYnMDiNuImMJp9fEsaXM9icA http://purl.org/nanopub/x/hasNanopubType http://purl.org/petapico/o/hycl https://w3id.org/sciencelive/np/RA_soW1Njiem0CYkKweHPpYnMDiNuImMJp9fEsaXM9icA http://purl.org/nanopub/x/introduces http://purl.org/aida/Single%20pelagic%20morph%20lakes%20%28with%20extinction%20of%20the%20littoral%20morph%29%20were%20observed%20in%20simulations%20under%20high%20predation%20by%20pike%20and%20perch%20but%20were%20more%20common%20in%20the%20Colonization-G%20scenario. https://w3id.org/sciencelive/np/RA_soW1Njiem0CYkKweHPpYnMDiNuImMJp9fEsaXM9icA http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RA_soW1Njiem0CYkKweHPpYnMDiNuImMJp9fEsaXM9icA http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: Single pelagic morph lakes (with extinction of the littoral morph) were observed in simulations under high predation by pike and perch but were more common in the Colonization-G scenario. https://w3id.org/sciencelive/np/RA_soW1Njiem0CYkKweHPpYnMDiNuImMJp9fEsaXM9icA https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA 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https://w3id.org/sciencelive/np/RA2omYBQoRNaHfd7cBZePn19Vvg_UyXWCEkoz96dMYU4k http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/sciencelive/np/RA2omYBQoRNaHfd7cBZePn19Vvg_UyXWCEkoz96dMYU4k/assertion http://purl.org/aida/Colonization%20of%20the%20profundal%20niche%20largely%20required%20the%20absence%20of%20burbot%20which%20is%20the%20only%20predator%20that%20can%20be%20found%20there. http://purl.org/spar/cito/obtainsSupportFrom https://doi.org/10.1038/s41598-020-63684-3 http://purl.org/aida/Colonization%20of%20the%20profundal%20niche%20largely%20required%20the%20absence%20of%20burbot%20which%20is%20the%20only%20predator%20that%20can%20be%20found%20there. http://purl.org/spar/cito/obtainsSupportFrom https://doi.org/10.18710/PI8PJQ http://purl.org/aida/Colonization%20of%20the%20profundal%20niche%20largely%20required%20the%20absence%20of%20burbot%20which%20is%20the%20only%20predator%20that%20can%20be%20found%20there. 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https://w3id.org/sciencelive/np/RA2omYBQoRNaHfd7cBZePn19Vvg_UyXWCEkoz96dMYU4k http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: Colonization of the profundal niche largely required the absence of burbot which is the only predator that can be found there. https://w3id.org/sciencelive/np/RA2omYBQoRNaHfd7cBZePn19Vvg_UyXWCEkoz96dMYU4k https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA https://w3id.org/sciencelive/np/RA2omYBQoRNaHfd7cBZePn19Vvg_UyXWCEkoz96dMYU4k/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/sciencelive/np/RA2omYBQoRNaHfd7cBZePn19Vvg_UyXWCEkoz96dMYU4k/sig http://purl.org/nanopub/x/hasPublicKey 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is the only pelagic predator in model assumptions. https://w3id.org/sciencelive/np/RAJVgAMxh_Ji4uHnhzfuHx6NFCGogr3_z6LKo5uvgW9vo https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA https://w3id.org/sciencelive/np/RAJVgAMxh_Ji4uHnhzfuHx6NFCGogr3_z6LKo5uvgW9vo/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/sciencelive/np/RAJVgAMxh_Ji4uHnhzfuHx6NFCGogr3_z6LKo5uvgW9vo/sig http://purl.org/nanopub/x/hasPublicKey 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https://w3id.org/sciencelive/np/RAzqktnCc1UW--cMhNgzTNH2y_wCLrhpvsfrWYJDIahfo http://purl.org/dc/terms/creator https://w3id.org/np/RALe_3U-0OKr-rc5FzaSc7xw1nPuGq1LkWoncmx6DXAV4/ai-mistral-ji https://w3id.org/sciencelive/np/RAzqktnCc1UW--cMhNgzTNH2y_wCLrhpvsfrWYJDIahfo http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/sciencelive/np/RAzqktnCc1UW--cMhNgzTNH2y_wCLrhpvsfrWYJDIahfo http://purl.org/nanopub/x/hasNanopubType http://purl.org/petapico/o/hycl#AIDA-Sentence https://w3id.org/sciencelive/np/RAzqktnCc1UW--cMhNgzTNH2y_wCLrhpvsfrWYJDIahfo http://purl.org/nanopub/x/hasNanopubType http://purl.org/petapico/o/hycl https://w3id.org/sciencelive/np/RAzqktnCc1UW--cMhNgzTNH2y_wCLrhpvsfrWYJDIahfo http://purl.org/nanopub/x/introduces http://purl.org/aida/Model%20performance%20for%20predicting%20foliar%20content%20decreased%20when%20tested%20on%20new%20sample%20types%20with%20low%20nitrogen%20and%20phosphorus%20content%2C%20particularly%20mosses%20and%20senescent%20leaves. https://w3id.org/sciencelive/np/RAzqktnCc1UW--cMhNgzTNH2y_wCLrhpvsfrWYJDIahfo http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RAzqktnCc1UW--cMhNgzTNH2y_wCLrhpvsfrWYJDIahfo http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: Model performance for predicting foliar content decreased when tested on new sample types with low nitrogen and phosphorus content, particularly mosses and senescent leaves. https://w3id.org/sciencelive/np/RAzqktnCc1UW--cMhNgzTNH2y_wCLrhpvsfrWYJDIahfo https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA https://w3id.org/sciencelive/np/RAzqktnCc1UW--cMhNgzTNH2y_wCLrhpvsfrWYJDIahfo/sig 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http://purl.org/aida/Functional%20groups%20differed%202-3%20fold%20in%20their%20average%20foliar%20nitrogen%20and%20phosphorus%20content%2C%20while%20foliar%20carbon%20content%20was%20more%20similar%20among%20functional%20groups. http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/petapico/o/hycl#AIDA-Sentence https://w3id.org/sciencelive/np/RAfxiKqaU1LJKmaoGsMsemeoD31gWIDqMQD8FgCte7bT0/provenance https://w3id.org/sciencelive/np/RAfxiKqaU1LJKmaoGsMsemeoD31gWIDqMQD8FgCte7bT0/assertion http://www.w3.org/ns/prov#wasAttributedTo https://w3id.org/np/RALe_3U-0OKr-rc5FzaSc7xw1nPuGq1LkWoncmx6DXAV4/ai-mistral-ji https://w3id.org/sciencelive/np/RAfxiKqaU1LJKmaoGsMsemeoD31gWIDqMQD8FgCte7bT0/pubinfo https://w3id.org/np/RALe_3U-0OKr-rc5FzaSc7xw1nPuGq1LkWoncmx6DXAV4/ai-mistral-ji http://xmlns.com/foaf/0.1/name ai-mistral-ji https://w3id.org/sciencelive/np/RAfxiKqaU1LJKmaoGsMsemeoD31gWIDqMQD8FgCte7bT0 http://purl.org/dc/terms/created 2026-03-13T14:20:03.000Z 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http://purl.org/aida/Functional%20groups%20differed%202-3%20fold%20in%20their%20average%20foliar%20nitrogen%20and%20phosphorus%20content%2C%20while%20foliar%20carbon%20content%20was%20more%20similar%20among%20functional%20groups. https://w3id.org/sciencelive/np/RAfxiKqaU1LJKmaoGsMsemeoD31gWIDqMQD8FgCte7bT0 http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RAfxiKqaU1LJKmaoGsMsemeoD31gWIDqMQD8FgCte7bT0 http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: Functional groups differed 2-3 fold in their average foliar nitrogen and phosphorus content, while foliar carbon content was more similar among functional groups. https://w3id.org/sciencelive/np/RAfxiKqaU1LJKmaoGsMsemeoD31gWIDqMQD8FgCte7bT0 https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA https://w3id.org/sciencelive/np/RAfxiKqaU1LJKmaoGsMsemeoD31gWIDqMQD8FgCte7bT0/sig 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http://purl.org/aida/The%20arctic-alpine%20NIRS%20models%20incorporating%20samples%20from%20both%20biogeographic%20regions%20%28Alps%20and%20Fennoscandia%29%20performed%20similarly%20to%20their%20region-specific%20counterparts. https://w3id.org/sciencelive/np/RA0ODOcAYD8bXig83Gw6uPB-JRDEXJ-fIcutfrJlPZ_9w http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RA0ODOcAYD8bXig83Gw6uPB-JRDEXJ-fIcutfrJlPZ_9w http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: The arctic-alpine NIRS models incorporating samples from both biogeographic regions (Alps and Fennoscandia) performed similarly to their region-specific counterparts. https://w3id.org/sciencelive/np/RA0ODOcAYD8bXig83Gw6uPB-JRDEXJ-fIcutfrJlPZ_9w https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA https://w3id.org/sciencelive/np/RA0ODOcAYD8bXig83Gw6uPB-JRDEXJ-fIcutfrJlPZ_9w/sig 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https://w3id.org/sciencelive/np/RADaIq2yAhxdgTvyztB1V4iDArTT-pMdHERcnMEFcrb5M http://purl.org/dc/terms/creator https://w3id.org/np/RALe_3U-0OKr-rc5FzaSc7xw1nPuGq1LkWoncmx6DXAV4/ai-mistral-ji https://w3id.org/sciencelive/np/RADaIq2yAhxdgTvyztB1V4iDArTT-pMdHERcnMEFcrb5M http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/sciencelive/np/RADaIq2yAhxdgTvyztB1V4iDArTT-pMdHERcnMEFcrb5M http://purl.org/nanopub/x/hasNanopubType http://purl.org/petapico/o/hycl#AIDA-Sentence https://w3id.org/sciencelive/np/RADaIq2yAhxdgTvyztB1V4iDArTT-pMdHERcnMEFcrb5M http://purl.org/nanopub/x/hasNanopubType http://purl.org/petapico/o/hycl https://w3id.org/sciencelive/np/RADaIq2yAhxdgTvyztB1V4iDArTT-pMdHERcnMEFcrb5M http://purl.org/nanopub/x/introduces http://purl.org/aida/The%20relative%20standard%20deviation%20%28RSD%29%20of%20NIRS-derived%20measures%20for%20foliar%20nitrogen%2C%20phosphorus%2C%20and%20carbon%20were%20within%20the%20accepted%20range%20for%20analytical%20method%20precision%20requirements. https://w3id.org/sciencelive/np/RADaIq2yAhxdgTvyztB1V4iDArTT-pMdHERcnMEFcrb5M http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RADaIq2yAhxdgTvyztB1V4iDArTT-pMdHERcnMEFcrb5M http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: The relative standard deviation (RSD) of NIRS-derived measures for foliar nitrogen, phosphorus, and carbon were within the accepted range for analytical method precision requirements. https://w3id.org/sciencelive/np/RADaIq2yAhxdgTvyztB1V4iDArTT-pMdHERcnMEFcrb5M https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA 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http://purl.org/aida/The%20arctic-alpine%20NIRS%20models%20successfully%20predicted%20foliar%20nitrogen%2C%20phosphorus%2C%20and%20carbon%20content%20in%20samples%20from%20a%20new%20biogeographic%20region%20%28Svalbard%29%20with%20good%20precision. https://w3id.org/sciencelive/np/RAGymk9DA3bmunjSo_hto5QQhR4f0XxElhUxjb8ADLPzQ http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RAGymk9DA3bmunjSo_hto5QQhR4f0XxElhUxjb8ADLPzQ http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: The arctic-alpine NIRS models successfully predicted foliar nitrogen, phosphorus, and carbon content in samples from a new biogeographic region (Svalbard) with good precision. https://w3id.org/sciencelive/np/RAGymk9DA3bmunjSo_hto5QQhR4f0XxElhUxjb8ADLPzQ https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA https://w3id.org/sciencelive/np/RAGymk9DA3bmunjSo_hto5QQhR4f0XxElhUxjb8ADLPzQ/sig 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http://purl.org/aida/Calibration%20models%20for%20foliar%20nitrogen%2C%20phosphorus%2C%20and%20carbon%20content%20using%20Near-Infrared%20Reflectance%20Spectroscopy%20%28NIRS%29%20performed%20well%20with%20high%20R-squared%20validation%20values%20%28R2%20validation%20%3D%200.94%2C%20RMSEP%20%3D%200.20%25%20for%20nitrogen%3B%20R2%20validation%20%3D%200.76%2C%20RMSEP%20%3D%200.05%25%20for%20phosphorus%3B%20R2%20validation%20%3D%200.82%2C%20RMSEP%20%3D%201.16%25%20for%20carbon%29. http://purl.org/spar/cito/obtainsSupportFrom https://doi.org/10.18710/CXRCUW 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https://w3id.org/sciencelive/np/RA8shfmDQyWkdTsBTpSeIW392IYErc0qFh-SDIc5puMxQ http://purl.org/nanopub/x/introduces http://purl.org/aida/Calibration%20models%20for%20foliar%20nitrogen%2C%20phosphorus%2C%20and%20carbon%20content%20using%20Near-Infrared%20Reflectance%20Spectroscopy%20%28NIRS%29%20performed%20well%20with%20high%20R-squared%20validation%20values%20%28R2%20validation%20%3D%200.94%2C%20RMSEP%20%3D%200.20%25%20for%20nitrogen%3B%20R2%20validation%20%3D%200.76%2C%20RMSEP%20%3D%200.05%25%20for%20phosphorus%3B%20R2%20validation%20%3D%200.82%2C%20RMSEP%20%3D%201.16%25%20for%20carbon%29. https://w3id.org/sciencelive/np/RA8shfmDQyWkdTsBTpSeIW392IYErc0qFh-SDIc5puMxQ http://purl.org/nanopub/x/wasCreatedAt https://platform.sciencelive4all.org https://w3id.org/sciencelive/np/RA8shfmDQyWkdTsBTpSeIW392IYErc0qFh-SDIc5puMxQ http://www.w3.org/2000/01/rdf-schema#label AIDA sentence: Calibration models for foliar nitrogen, phosphorus, and carbon content using Near-Infrared Reflectance Spectroscopy (NIRS) performed well with high R-squared validation values (R2 validation = 0.94, RMSEP = 0.20% for nitrogen; R2 validation = 0.76, RMSEP = 0.05% for phosphorus; R2 validation = 0.82, RMSEP = 1.16% for carbon). https://w3id.org/sciencelive/np/RA8shfmDQyWkdTsBTpSeIW392IYErc0qFh-SDIc5puMxQ https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RALmXhDw3rHcMveTgbv8VtWxijUHwnSqhCmtJFIPKWVaA https://w3id.org/sciencelive/np/RA8shfmDQyWkdTsBTpSeIW392IYErc0qFh-SDIc5puMxQ/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/sciencelive/np/RA8shfmDQyWkdTsBTpSeIW392IYErc0qFh-SDIc5puMxQ/sig http://purl.org/nanopub/x/hasPublicKey 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