[ { "@graph" : [ { "@id" : "https://w3id.org/np/RAIqUjbzlslJoOWtvTnmMfVlqLX4Gmh-R1_wqk4znv6Qs", "@type" : [ "http://www.nanopub.org/nschema#Nanopublication" ], "http://www.nanopub.org/nschema#hasAssertion" : [ { "@id" : "https://w3id.org/np/RAIqUjbzlslJoOWtvTnmMfVlqLX4Gmh-R1_wqk4znv6Qs/assertion" } ], "http://www.nanopub.org/nschema#hasProvenance" : [ { "@id" : "https://w3id.org/np/RAIqUjbzlslJoOWtvTnmMfVlqLX4Gmh-R1_wqk4znv6Qs/provenance" } ], "http://www.nanopub.org/nschema#hasPublicationInfo" : [ { "@id" : "https://w3id.org/np/RAIqUjbzlslJoOWtvTnmMfVlqLX4Gmh-R1_wqk4znv6Qs/pubinfo" } ] } ], "@id" : "https://w3id.org/np/RAIqUjbzlslJoOWtvTnmMfVlqLX4Gmh-R1_wqk4znv6Qs/Head" }, { "@graph" : [ { "@id" : "http://eurovoc.europa.eu/2919", "@type" : [ "http://schema.org/DefinedTerm" ], "http://schema.org/description" : [ { "@value" : "" } ], "http://schema.org/name" : [ { "@value" : "Environmental research" } ] }, { "@id" : "http://eurovoc.europa.eu/6384", "@type" : [ "http://schema.org/DefinedTerm" ], "http://schema.org/description" : [ { "@value" : "" } ], "http://schema.org/name" : [ { "@value" : "Climatology" } ] }, { "@id" : "https://w3id.org/ro-id/01847473-e1f5-4a0d-8158-65e0eb32f7f2", "@type" : [ "https://w3id.org/ro/terms/earth-science#NASA" ], "http://schema.org/name" : [ { "@value" : "geosciences" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "100.0" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "0.39970773458480835" } ] }, { "@id" : "https://w3id.org/ro-id/0247bd4f-06c5-496c-909e-d7800c339800", "@type" : [ "https://w3id.org/ro/terms/earth-science#Lemma" ], "http://schema.org/name" : [ { "@value" : "research" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "13.397790055248617" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "9.7" } ] }, { "@id" : "https://w3id.org/ro-id/066de6da-3790-4b4c-af46-c68d391a1832", "@type" : [ "https://w3id.org/ro/terms/earth-science#Phrase" ], "http://schema.org/name" : [ { "@value" : "research object" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "26.721479958890033" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "26.0" } ] }, { "@id" : "https://w3id.org/ro-id/0888087d-134b-4a1d-b695-1fe21eb1e54f", "@type" : [ "https://w3id.org/ro/terms/earth-science#Concept" ], "http://schema.org/name" : [ { "@value" : "research" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "15.015974440894569" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "9.4" } ] }, { "@id" : "https://w3id.org/ro-id/10cc6ef8-bd57-4680-82b1-a62578dfdce7", "@type" : [ "https://w3id.org/ro/terms/earth-science#NASA" ], "http://schema.org/name" : [ { "@value" : "geophysics" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "100.0" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "0.39970773458480835" } ] }, { "@id" : "https://w3id.org/ro-id/12cda494-6b59-4c98-abdf-bbeccf697cfa", "@type" : [ "https://w3id.org/ro/terms/earth-science#Concept" ], "http://schema.org/name" : [ { "@value" : "ice" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "12.300319488817891" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "7.7" } ] }, { "@id" : "https://w3id.org/ro-id/16860244-ee51-4215-bbab-0c1793090f74", "@type" : [ "https://w3id.org/ro/terms/earth-science#IPTC" ], "http://schema.org/name" : [ { "@value" : "Literature" } ], "https://w3id.org/ro/terms/earth-science#path" : [ { "@value" : "Arts, culture and entertainment/Arts and entertainment/Literature" } ] }, { "@id" : "https://w3id.org/ro-id/17a93b7d-0964-4c8b-9f6a-01d6337ec699", "@type" : [ "https://w3id.org/ro/terms/earth-science#Concept" ], "http://schema.org/name" : [ { "@value" : "book" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "16.61341853035144" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "10.4" } ] }, { "@id" : "https://w3id.org/ro-id/1f18e85c-2fad-4ce4-863d-0d339e4136fc", "@type" : [ "https://w3id.org/ro/terms/earth-science#IPTC" ], "http://schema.org/name" : [ { "@value" : "Language" } ], "https://w3id.org/ro/terms/earth-science#path" : [ { "@value" : "Arts, culture and entertainment/Culture/Language" } ] }, { "@id" : "https://w3id.org/ro-id/299a7552-bafe-4562-b37a-1dc073cfae39", "@type" : [ "https://w3id.org/ro/terms/earth-science#Concept" ], "http://schema.org/name" : [ { "@value" : "sea ice" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "9.904153354632587" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "6.2" } ] }, { "@id" : "https://w3id.org/ro-id/3501367e-637b-4fda-ab0d-dcecb0ea04da", "@type" : [ "https://w3id.org/contentdesc#Domain" ], "http://schema.org/name" : [ { "@value" : "publishing" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "100.0" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "6.1" } ] }, { "@id" : "https://w3id.org/ro-id/43487663-9804-4b5c-b31e-d24848b42cc9", "@type" : [ "https://w3id.org/ro/terms/earth-science#Phrase" ], "http://schema.org/name" : [ { "@value" : "IceNet notebook" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "28.571428571428573" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "27.8" } ] }, { "@id" : "https://w3id.org/ro-id/50a7d3b4-1b50-46f3-aee8-d0cca971f3e8", "@type" : [ "https://w3id.org/ro/terms/earth-science#Lemma" ], "http://schema.org/name" : [ { "@value" : "Environmental Data Science" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "16.71270718232044" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "12.1" } ] }, { "@id" : "https://w3id.org/ro-id/51b4ea04-cf75-4eab-9686-9e4466728e07", "@type" : [ "https://w3id.org/ro/terms/earth-science#Lemma" ], "http://schema.org/name" : [ { "@value" : "notebook" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "12.016574585635357" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "8.7" } ] }, { "@id" : "https://w3id.org/ro-id/57c2dffd-57c3-4483-9db0-64f7664f3756", "@type" : [ "https://w3id.org/ro/terms/earth-science#Lemma" ], "http://schema.org/name" : [ { "@value" : "ice" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "10.91160220994475" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "7.9" } ] }, { "@id" : "https://w3id.org/ro-id/777af991-69e1-45ae-9d7f-ecc4fb1c43f2", "@type" : [ "https://w3id.org/ro/terms/earth-science#Concept" ], "http://schema.org/name" : [ { "@value" : "forecast" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "21.405750798722043" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "13.4" } ] }, { "@id" : "https://w3id.org/ro-id/85b4707c-7685-4c99-93af-e591ef9dcd7b", "@type" : [ "https://w3id.org/ro/terms/earth-science#Phrase" ], "http://schema.org/name" : [ { "@value" : "sea ice forecasting" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "29.907502569373072" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "29.1" } ] }, { "@id" : "https://w3id.org/ro-id/908d9b02-93af-4175-a815-0c45ef67d96f", "@type" : [ "https://w3id.org/ro/terms/earth-science#Lemma" ], "http://schema.org/name" : [ { "@value" : "book" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "10.91160220994475" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "7.9" } ] }, { "@id" : "https://w3id.org/ro-id/924bf2d6-77f8-4062-be40-8428a530024d", "@type" : [ "https://w3id.org/ro/terms/earth-science#Concept" ], "http://schema.org/name" : [ { "@value" : "aim" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "11.34185303514377" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "7.1" } ] }, { "@id" : "https://w3id.org/ro-id/95765f31-8237-48ac-aca6-56499854b267", "@type" : [ "https://w3id.org/ro/terms/earth-science#Phrase" ], "http://schema.org/name" : [ { "@value" : "ice forecasting" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "1.7471736896197327" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "1.7" } ] }, { "@id" : "https://w3id.org/ro-id/9ae205ed-19e0-4f85-b978-9a0e3147f7ec", "@type" : [ "https://w3id.org/ro/terms/earth-science#Concept" ], "http://schema.org/name" : [ { "@value" : "notebook" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "13.418530351437699" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "8.4" } ] }, { "@id" : "https://w3id.org/ro-id/a2f943b5-149d-4389-aea0-c6d8411d7ff5", "@type" : [ "https://w3id.org/ro/terms/earth-science#IPTC" ], "http://schema.org/name" : [ { "@value" : "Book industry" } ], "https://w3id.org/ro/terms/earth-science#path" : [ { "@value" : "Economy, business and finance/Economic sector/Media/Book industry" } ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/", "@type" : [ "http://purl.org/wf4ever/ro#ResearchObject", "http://purl.org/wf4ever/roevo#SnapshotRO", "http://schema.org/Dataset", "http://w3id.org/ro/earth-scienceExecutableResearchObject", "https://w3id.org/ro/terms/earth-science#ExecutableResearchObject" ], "http://purl.org/dc/terms/doi" : [ { "@value" : "https://doi.org/10.24424/m8ew-pg51" } ], "http://purl.org/wf4ever/roevo#isFinalized" : [ { "@value" : "False" } ], "http://purl.org/wf4ever/roevo#isSnapshotOf" : [ { "@value" : "https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef" } ], "http://purl.org/wf4ever/roevo#snapshotedAtTime" : [ { "@value" : "2023-03-20 18:05:06.392393+00:00" } ], "http://purl.org/wf4ever/roevo#snapshotedBy" : [ { "@value" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/about" : [ { "@id" : "http://eurovoc.europa.eu/2919" }, { "@id" : "http://eurovoc.europa.eu/6384" } ], "http://schema.org/author" : [ { "@id" : "mailto:https://github.com/acocac" } ], "http://schema.org/contentSize" : [ { "@type" : "http://www.w3.org/2001/XMLSchema#integer", "@value" : "357290" } ], "http://schema.org/contentUrl" : [ { "@value" : "https://api.rohub.org/api/ros/a300b52e-f3e2-4d17-8d36-1251c4ade834/crate/download/" } ], "http://schema.org/contributor" : [ { "@id" : "mailto:https://github.com/nbarlowATI" }, { "@id" : "mailto:https://github.com/tom-andersson" } ], "http://schema.org/copyrightHolder" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/creator" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/dateCreated" : [ { "@value" : "2022-04-03 22:37:45.977506+00:00" } ], "http://schema.org/dateModified" : [ { "@value" : "2024-03-05 12:23:26.549247+00:00" } ], "http://schema.org/datePublished" : [ { "@value" : "2022-04-03 22:37:45.977506+00:00" } ], "http://schema.org/description" : [ { "@value" : "The research object refers to the Sea ice forecasting using IceNet notebook published in the Environmental Data Science book." } ], "http://schema.org/encodingFormat" : [ { "@value" : "application/ld+json" } ], "http://schema.org/hasPart" : [ { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/folders/1f51ff83-3d1d-490c-ac63-613113d764bd" }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/folders/5e2215f5-5bc4-4efd-b2d1-11e6672ef5cf" }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/folders/b461d9e3-14ab-4fec-bda1-8c3e1fb87e81" }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/folders/fe47a41a-2948-4c35-afc3-172e1a0f84a6" } ], "http://schema.org/identifier" : [ { "@value" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834" } ], "http://schema.org/keywords" : [ { "@value" : "Environmental Science" } ], "http://schema.org/license" : [ { "@id" : "https://choosealicense.com/no-permission/" } ], "http://schema.org/mainEntity" : [ { "@value" : "Jupyter Notebook" } ], "http://schema.org/name" : [ { "@value" : "Sea ice forecasting using IceNet (Jupyter Notebook) published in the Environmental Data Science book - snapshot" }, { "@value" : "Sea ice forecasting using IceNet (Jupyter Notebook) published in the Environmental Data Science book" } ], "http://schema.org/publisher" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://w3id.org/ro-id/rohub/model#community" : [ { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/379a4687-de50-44c7-b7bd-37125ebd4ff7" } ], "http://w3id.org/ro-id/rohub/model#creation_mode" : [ { "@value" : "MANUAL" } ], "https://w3id.org/contentdesc#Domain" : [ { "@value" : "https://w3id.org/ro-id/3501367e-637b-4fda-ab0d-dcecb0ea04da" } ], "https://w3id.org/ro/terms/earth-science#Concept" : [ { "@value" : "https://w3id.org/ro-id/0888087d-134b-4a1d-b695-1fe21eb1e54f" }, { "@value" : "https://w3id.org/ro-id/12cda494-6b59-4c98-abdf-bbeccf697cfa" }, { "@value" : "https://w3id.org/ro-id/17a93b7d-0964-4c8b-9f6a-01d6337ec699" }, { "@value" : "https://w3id.org/ro-id/299a7552-bafe-4562-b37a-1dc073cfae39" }, { "@value" : "https://w3id.org/ro-id/777af991-69e1-45ae-9d7f-ecc4fb1c43f2" }, { "@value" : "https://w3id.org/ro-id/924bf2d6-77f8-4062-be40-8428a530024d" }, { "@value" : "https://w3id.org/ro-id/9ae205ed-19e0-4f85-b978-9a0e3147f7ec" } ], "https://w3id.org/ro/terms/earth-science#FieldOfResearch" : [ { "@value" : "https://w3id.org/ro-id/a31b8b9c-4921-432c-adab-e632768ce699" }, { "@value" : "https://w3id.org/ro-id/af897e54-dcc0-4b6c-8bcf-03ce45122c04" } ], "https://w3id.org/ro/terms/earth-science#IPTC" : [ { "@value" : "https://w3id.org/ro-id/16860244-ee51-4215-bbab-0c1793090f74" }, { "@value" : "https://w3id.org/ro-id/1f18e85c-2fad-4ce4-863d-0d339e4136fc" }, { "@value" : "https://w3id.org/ro-id/a2f943b5-149d-4389-aea0-c6d8411d7ff5" } ], "https://w3id.org/ro/terms/earth-science#Lemma" : [ { "@value" : "https://w3id.org/ro-id/0247bd4f-06c5-496c-909e-d7800c339800" }, { "@value" : "https://w3id.org/ro-id/50a7d3b4-1b50-46f3-aee8-d0cca971f3e8" }, { "@value" : "https://w3id.org/ro-id/51b4ea04-cf75-4eab-9686-9e4466728e07" }, { "@value" : "https://w3id.org/ro-id/57c2dffd-57c3-4483-9db0-64f7664f3756" }, { "@value" : "https://w3id.org/ro-id/908d9b02-93af-4175-a815-0c45ef67d96f" }, { "@value" : "https://w3id.org/ro-id/f87a606c-5469-44a9-9b9c-b0ee824ac8c7" }, { "@value" : "https://w3id.org/ro-id/ff22501d-2fe0-4b11-bdd1-814e90c61052" } ], "https://w3id.org/ro/terms/earth-science#NASA" : [ { "@value" : "https://w3id.org/ro-id/01847473-e1f5-4a0d-8158-65e0eb32f7f2" }, { "@value" : "https://w3id.org/ro-id/10cc6ef8-bd57-4680-82b1-a62578dfdce7" } ], "https://w3id.org/ro/terms/earth-science#Phrase" : [ { "@value" : "https://w3id.org/ro-id/066de6da-3790-4b4c-af46-c68d391a1832" }, { "@value" : "https://w3id.org/ro-id/43487663-9804-4b5c-b31e-d24848b42cc9" }, { "@value" : "https://w3id.org/ro-id/85b4707c-7685-4c99-93af-e591ef9dcd7b" }, { "@value" : "https://w3id.org/ro-id/95765f31-8237-48ac-aca6-56499854b267" }, { "@value" : "https://w3id.org/ro-id/ed67e2b0-aef6-44bc-9dd2-79149b7538ca" } ], "https://w3id.org/ro/terms/earth-science#Sentence" : [ { "@value" : "https://w3id.org/ro-id/b645a83e-e2c4-4e63-90c2-6d24480247dc" }, { "@value" : "https://w3id.org/ro-id/d164ef00-2c27-4193-b1c5-33a5cc00f8ea" } ], "https://www.w3.org/ns/iana/link-relations/relation#cite-as" : [ { "@value" : "Alejandro Coca-Castro, Tom Andersson, and Nick Barlow. \"Sea ice forecasting using IceNet (Jupyter Notebook) published in the Environmental Data Science book.\" ROHub. Apr 03 ,2022. https://doi.org/10.24424/m8ew-pg51." } ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/#enrichment_service-account-enrichment", "@type" : [ "http://xmlns.com/foaf/0.1/Agent" ], "http://schema.org/name" : [ { "@value" : "service-account-enrichment" } ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/379a4687-de50-44c7-b7bd-37125ebd4ff7", "@type" : [ "http://w3id.org/ro-id/rohub/model#community" ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/folders/1f51ff83-3d1d-490c-ac63-613113d764bd", "@type" : [ "http://purl.org/wf4ever/wf4ever#Folder", "http://schema.org/Dataset" ], "http://schema.org/hasPart" : [ { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/406c51dc-0324-4bd2-b920-f0ce81ed0633" }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/72189c4f-f7e4-4313-9c45-994174c4f880" }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/79c19633-fc8c-49f1-aa89-7b18970c84dd" }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/80e420f9-ae7d-4bf8-b345-851c3b8e1e1e" }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/b8b2888e-b131-4901-9d0d-8db09790854c" } ], "http://schema.org/name" : [ { "@value" : "tool" } ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/folders/5e2215f5-5bc4-4efd-b2d1-11e6672ef5cf", "@type" : [ "http://purl.org/wf4ever/wf4ever#Folder", "http://schema.org/Dataset" ], "http://schema.org/hasPart" : [ { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/1f9f519e-d595-4299-a227-8103dad6490a" } ], "http://schema.org/name" : [ { "@value" : "biblio" } ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/folders/b461d9e3-14ab-4fec-bda1-8c3e1fb87e81", "@type" : [ "http://purl.org/wf4ever/wf4ever#Folder", "http://schema.org/Dataset" ], "http://schema.org/hasPart" : [ { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/c657b8b8-10f1-4b98-b2be-88914df2e0af" }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/f32fb5f9-94e2-4fc8-aee8-3307152238f1" } ], "http://schema.org/name" : [ { "@value" : "output" } ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/folders/fe47a41a-2948-4c35-afc3-172e1a0f84a6", "@type" : [ "http://purl.org/wf4ever/wf4ever#Folder", "http://schema.org/Dataset" ], "http://schema.org/hasPart" : [ { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/6a051ef8-2bb2-44a8-957b-6acd9f979d70" }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/b781530e-3e00-48b2-81a9-849a09995d62" } ], "http://schema.org/name" : [ { "@value" : "input" } ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/1f9f519e-d595-4299-a227-8103dad6490a", "@type" : [ "http://purl.org/dc/terms/BibliographicResource", "http://purl.org/wf4ever/wf4ever#Resource", "http://schema.org/MediaObject" ], "http://schema.org/author" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/contentUrl" : [ { "@value" : "https://doi.org/10.1038/s41467-021-25257-4" } ], "http://schema.org/creator" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/dateCreated" : [ { "@value" : "2022-04-03 22:38:18.897063+00:00" } ], "http://schema.org/dateModified" : [ { "@value" : "2023-03-20 18:04:53.028630+00:00" } ], "http://schema.org/description" : [ { "@value" : "Related publication of the modelling presented in the Jupyter notebook" } ], "http://schema.org/license" : [ { "@id" : "https://choosealicense.com/no-permission/" } ], "http://schema.org/name" : [ { "@value" : "Seasonal Arctic sea ice forecasting with probabilistic deep learning" } ], "http://schema.org/sdDatePublished" : [ { "@value" : "2022-04-03 22:38:18.897063+00:00" } ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/406c51dc-0324-4bd2-b920-f0ce81ed0633", "@type" : [ "http://purl.org/wf4ever/wf4ever#Resource", "http://schema.org/MediaObject" ], "http://schema.org/author" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/contentUrl" : [ { "@value" : "https://raw.githubusercontent.com/Environmental-DS-Book/polar-modelling-icenet/main/.binder/environment.yml" } ], "http://schema.org/creator" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/dateCreated" : [ { "@value" : "2022-04-03 22:38:36.253117+00:00" } ], "http://schema.org/dateModified" : [ { "@value" : "2023-03-20 18:04:56.238193+00:00" } ], "http://schema.org/description" : [ { "@value" : "Conda environment when user want to have the same libraries installed without concerns of package versions" } ], "http://schema.org/license" : [ { "@id" : "https://choosealicense.com/no-permission/" } ], "http://schema.org/name" : [ { "@value" : "Conda environment" } ], "http://schema.org/sdDatePublished" : [ { "@value" : "2022-04-03 22:38:36.253117+00:00" } ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/6a051ef8-2bb2-44a8-957b-6acd9f979d70", "@type" : [ "http://purl.org/wf4ever/wf4ever#Dataset", "http://purl.org/wf4ever/wf4ever#Resource", "http://schema.org/MediaObject" ], "http://schema.org/author" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/contentUrl" : [ { "@value" : "https://doi.org/10.5285/71820e7d-c628-4e32-969f-464b7efb187c" } ], "http://schema.org/creator" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/dateCreated" : [ { "@value" : "2022-04-03 22:38:14.669821+00:00" } ], "http://schema.org/dateModified" : [ { "@value" : "2023-03-20 18:04:49.819080+00:00" } ], "http://schema.org/description" : [ { "@value" : "Contains input Forecasts, neural networks, and results from the paper: 'Seasonal Arctic sea ice forecasting with probabilistic deep learning' used in the Jupyter notebook of Sea ice forecasting using IceNet" } ], "http://schema.org/license" : [ { "@id" : "https://choosealicense.com/no-permission/" } ], "http://schema.org/name" : [ { "@value" : "Input Forecasts, neural networks, and results from the paper: 'Seasonal Arctic sea ice forecasting with probabilistic deep learning'" } ], "http://schema.org/sdDatePublished" : [ { "@value" : "2022-04-03 22:38:14.669821+00:00" } ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/72189c4f-f7e4-4313-9c45-994174c4f880", "@type" : [ "http://purl.org/wf4ever/wf4ever#Resource", "http://schema.org/MediaObject" ], "http://schema.org/author" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/contentUrl" : [ { "@value" : "https://github.com/eds-book-gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/blob/main/.lock/conda-osx-64.lock" } ], "http://schema.org/creator" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/dateCreated" : [ { "@value" : "2022-04-03 22:38:34.714518+00:00" } ], "http://schema.org/dateModified" : [ { "@value" : "2023-03-20 18:05:06.274230+00:00" } ], "http://schema.org/description" : [ { "@value" : "Lock conda file for osx-64 OS of the Jupyter notebook hosted by the Environmental Data Science Book" } ], "http://schema.org/license" : [ { "@id" : "https://choosealicense.com/no-permission/" } ], "http://schema.org/name" : [ { "@value" : "Lock conda file for osx-64" } ], "http://schema.org/sdDatePublished" : [ { "@value" : "2022-04-03 22:38:34.714518+00:00" } ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/79c19633-fc8c-49f1-aa89-7b18970c84dd", "@type" : [ "http://purl.org/wf4ever/wf4ever#Resource", "http://schema.org/MediaObject", "http://schema.org/publication" ], "http://schema.org/author" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/contentUrl" : [ { "@value" : "https://edsbook.org/notebooks/gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/notebook.html" } ], "http://schema.org/creator" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/dateCreated" : [ { "@value" : "2022-04-03 22:38:31.388108+00:00" } ], "http://schema.org/dateModified" : [ { "@value" : "2023-03-20 18:04:56.645098+00:00" } ], "http://schema.org/description" : [ { "@value" : "Rendered version of the Jupyter Notebook hosted by the Environmental Data Science Book" } ], "http://schema.org/encodingFormat" : [ { "@value" : "text/html" } ], "http://schema.org/license" : [ { "@id" : "https://choosealicense.com/no-permission/" } ], "http://schema.org/name" : [ { "@value" : "Online rendered version of the Jupyter notebook" } ], "http://schema.org/sdDatePublished" : [ { "@value" : "2022-04-03 22:38:31.388108+00:00" } ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/80e420f9-ae7d-4bf8-b345-851c3b8e1e1e", "@type" : [ "http://purl.org/wf4ever/wf4ever#Resource", "http://schema.org/MediaObject", "http://w3id.org/ro/earth-scienceJupyterNotebook" ], "http://schema.org/author" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/contentUrl" : [ { "@value" : "https://raw.githubusercontent.com/eds-book-gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/main/notebook.ipynb" } ], "http://schema.org/creator" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/dateCreated" : [ { "@value" : "2022-04-03 22:38:13.405158+00:00" } ], "http://schema.org/dateModified" : [ { "@value" : "2023-03-20 18:05:06.040137+00:00" } ], "http://schema.org/description" : [ { "@value" : "Jupyter Notebook hosted by the Environmental Data Science Book" } ], "http://schema.org/license" : [ { "@id" : "https://choosealicense.com/no-permission/" } ], "http://schema.org/name" : [ { "@value" : "Jupyter notebook" } ], "http://schema.org/sdDatePublished" : [ { "@value" : "2022-04-03 22:38:13.405158+00:00" } ], "https://schema.org/softwareRequirements" : [ { "@value" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/579fe096-4af8-4203-8260-feaf7677c30a" } ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/b781530e-3e00-48b2-81a9-849a09995d62", "@type" : [ "http://purl.org/wf4ever/wf4ever#Dataset", "http://purl.org/wf4ever/wf4ever#Resource", "http://schema.org/MediaObject" ], "http://schema.org/author" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/contentUrl" : [ { "@value" : "https://doi.org/10.5281/zenodo.5516869" } ], "http://schema.org/creator" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/dateCreated" : [ { "@value" : "2022-04-03 22:38:16.031702+00:00" } ], "http://schema.org/dateModified" : [ { "@value" : "2023-03-20 18:04:53.431880+00:00" } ], "http://schema.org/description" : [ { "@value" : "Contains input Dataset for IceNet's demo notebook used in the Jupyter notebook of Sea ice forecasting using IceNet" } ], "http://schema.org/license" : [ { "@id" : "https://choosealicense.com/no-permission/" } ], "http://schema.org/name" : [ { "@value" : "Input Dataset for IceNet's demo notebook" } ], "http://schema.org/sdDatePublished" : [ { "@value" : "2022-04-03 22:38:16.031702+00:00" } ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/b8b2888e-b131-4901-9d0d-8db09790854c", "@type" : [ "http://purl.org/wf4ever/wf4ever#Resource", "http://schema.org/MediaObject" ], "http://schema.org/author" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/contentUrl" : [ { "@value" : "https://github.com/eds-book-gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/blob/main/.lock/conda-linux-64.lock" } ], "http://schema.org/creator" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/dateCreated" : [ { "@value" : "2022-04-03 22:38:32.938456+00:00" } ], "http://schema.org/dateModified" : [ { "@value" : "2023-03-20 18:04:52.526142+00:00" } ], "http://schema.org/description" : [ { "@value" : "Lock conda file for linux-64 OS of the Jupyter notebook hosted by the Environmental Data Science Book" } ], "http://schema.org/license" : [ { "@id" : "https://choosealicense.com/no-permission/" } ], "http://schema.org/name" : [ { "@value" : "Lock conda file for linux-64" } ], "http://schema.org/sdDatePublished" : [ { "@value" : "2022-04-03 22:38:32.938456+00:00" } ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/c657b8b8-10f1-4b98-b2be-88914df2e0af", "@type" : [ "http://purl.org/wf4ever/roterms#Sketch", "http://purl.org/wf4ever/wf4ever#Resource", "http://schema.org/MediaObject" ], "http://schema.org/author" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/contentSize" : [ { "@type" : "http://www.w3.org/2001/XMLSchema#integer", "@value" : "344731" } ], "http://schema.org/contentUrl" : [ { "@value" : "https://api.rohub.org/api/resources/c657b8b8-10f1-4b98-b2be-88914df2e0af/download/" } ], "http://schema.org/creator" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/dateCreated" : [ { "@value" : "2022-04-03 22:38:08.092594+00:00" } ], "http://schema.org/dateModified" : [ { "@value" : "2023-03-20 18:04:55.489566+00:00" } ], "http://schema.org/encodingFormat" : [ { "@value" : "image/png" } ], "http://schema.org/license" : [ { "@id" : "https://choosealicense.com/no-permission/" } ], "http://schema.org/name" : [ { "@value" : "Image showing interactive plot of IceNet seasonal forecasts of Artic sea ice according to four lead times and months in 2020" } ], "http://schema.org/sdDatePublished" : [ { "@value" : "2022-04-03 22:38:08.092594+00:00" } ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/resources/f32fb5f9-94e2-4fc8-aee8-3307152238f1", "@type" : [ "http://purl.org/wf4ever/wf4ever#Dataset", "http://purl.org/wf4ever/wf4ever#Resource", "http://schema.org/MediaObject" ], "http://schema.org/author" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/contentUrl" : [ { "@value" : "https://doi.org/10.5281/zenodo.6410246" } ], "http://schema.org/creator" : [ { "@id" : "mailto:environmental.ds.book@gmail.com" } ], "http://schema.org/dateCreated" : [ { "@value" : "2022-04-03 22:38:17.386248+00:00" } ], "http://schema.org/dateModified" : [ { "@value" : "2023-03-20 18:04:55.846637+00:00" } ], "http://schema.org/description" : [ { "@value" : "Contains outputs, (table and figures), generated in the Jupyter notebook of Sea ice forecasting using IceNet" } ], "http://schema.org/license" : [ { "@id" : "https://choosealicense.com/no-permission/" } ], "http://schema.org/name" : [ { "@value" : "Outputs" } ], "http://schema.org/sdDatePublished" : [ { "@value" : "2022-04-03 22:38:17.386248+00:00" } ] }, { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/ro-crate-metadata.json", "@type" : [ "http://schema.org/CreativeWork" ], "http://purl.org/dc/terms/conformsTo" : [ { "@id" : "https://w3id.org/ro/crate/1.1" } ], "http://schema.org/about" : [ { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/" } ] }, { "@id" : "https://w3id.org/ro-id/a31b8b9c-4921-432c-adab-e632768ce699", "@type" : [ "https://w3id.org/ro/terms/earth-science#FieldOfResearch" ], "http://schema.org/name" : [ { "@value" : "physical geography and environmental geoscience" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "100.0" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "0.779520571231842" } ] }, { "@id" : "https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef", "@type" : [ "http://purl.org/wf4ever/ro#ResearchObject" ] }, { "@id" : "https://w3id.org/ro-id/af897e54-dcc0-4b6c-8bcf-03ce45122c04", "@type" : [ "https://w3id.org/ro/terms/earth-science#FieldOfResearch" ], "http://schema.org/name" : [ { "@value" : "earth sciences" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "100.0" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "0.779520571231842" } ] }, { "@id" : "https://w3id.org/ro-id/b645a83e-e2c4-4e63-90c2-6d24480247dc", "@type" : [ "https://w3id.org/ro/terms/earth-science#Sentence" ], "http://schema.org/name" : [ { "@value" : "Sea ice forecasting using IceNet (Jupyter Notebook) published in the Environmental Data Science book." } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "40.84084084084083" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "40.8" } ] }, { "@id" : "https://w3id.org/ro-id/d164ef00-2c27-4193-b1c5-33a5cc00f8ea", "@type" : [ "https://w3id.org/ro/terms/earth-science#Sentence" ], "http://schema.org/name" : [ { "@value" : "The research object refers to the Sea ice forecasting using IceNet notebook published in the Environmental Data Science book." } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "59.15915915915915" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "59.1" } ] }, { "@id" : "https://w3id.org/ro-id/ed67e2b0-aef6-44bc-9dd2-79149b7538ca", "@type" : [ "https://w3id.org/ro/terms/earth-science#Phrase" ], "http://schema.org/name" : [ { "@value" : "Environmental Data Science book" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "13.052415210688592" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "12.7" } ] }, { "@id" : "https://w3id.org/ro-id/f87a606c-5469-44a9-9b9c-b0ee824ac8c7", "@type" : [ "https://w3id.org/ro/terms/earth-science#Lemma" ], "http://schema.org/name" : [ { "@value" : "forecasting" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "19.198895027624307" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "13.9" } ] }, { "@id" : "https://w3id.org/ro-id/ff22501d-2fe0-4b11-bdd1-814e90c61052", "@type" : [ "https://w3id.org/ro/terms/earth-science#Lemma" ], "http://schema.org/name" : [ { "@value" : "IceNet" } ], "https://w3id.org/ro/terms/earth-science#normScore" : [ { "@value" : "16.850828729281766" } ], "https://w3id.org/ro/terms/earth-science#score" : [ { "@value" : "12.2" } ] }, { "@id" : "mailto:environmental.ds.book@gmail.com", "@type" : [ "http://schema.org/Person", "http://xmlns.com/foaf/0.1/Agent" ], "http://schema.org/email" : [ { "@value" : "environmental.ds.book@gmail.com" } ], "http://schema.org/name" : [ { "@value" : "Environmental Data Science Book Community" } ] }, { "@id" : "mailto:https://github.com/acocac", "@type" : [ "http://xmlns.com/foaf/0.1/Agent" ], "http://schema.org/affiliation" : [ { "@value" : "The Alan Turing Institute" } ], "http://schema.org/name" : [ { "@value" : "Alejandro Coca-Castro" } ] }, { "@id" : "mailto:https://github.com/nbarlowATI", "@type" : [ "http://xmlns.com/foaf/0.1/Agent" ], "http://schema.org/affiliation" : [ { "@value" : "The Alan Turing Institute" } ], "http://schema.org/name" : [ { "@value" : "Nick Barlow" } ] }, { "@id" : "mailto:https://github.com/tom-andersson", "@type" : [ "http://xmlns.com/foaf/0.1/Agent" ], "http://schema.org/affiliation" : [ { "@value" : "he British Antarctic Survey" } ], "http://schema.org/name" : [ { "@value" : "Tom Andersson" } ] } ], "@id" : "https://w3id.org/np/RAIqUjbzlslJoOWtvTnmMfVlqLX4Gmh-R1_wqk4znv6Qs/assertion" }, { "@graph" : [ { "@id" : "https://w3id.org/np/RAIqUjbzlslJoOWtvTnmMfVlqLX4Gmh-R1_wqk4znv6Qs/assertion", "http://www.w3.org/ns/prov#wasDerivedFrom" : [ { "@id" : "https://api.rohub.org/api/ros/a300b52e-f3e2-4d17-8d36-1251c4ade834/crate/download/ro-crate-metadata.json" } ] } ], "@id" : "https://w3id.org/np/RAIqUjbzlslJoOWtvTnmMfVlqLX4Gmh-R1_wqk4znv6Qs/provenance" }, { "@graph" : [ { "@id" : "https://w3id.org/np/RAIqUjbzlslJoOWtvTnmMfVlqLX4Gmh-R1_wqk4znv6Qs", "@type" : [ "http://purl.org/nanopub/x/RoCrateNanopub" ], "http://purl.org/dc/terms/created" : [ { "@type" : "http://www.w3.org/2001/XMLSchema#dateTime", "@value" : "2025-11-11T16:12:32.221+01:00" } ], "http://purl.org/nanopub/x/introduces" : [ { "@id" : "https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834/" } ], "http://www.w3.org/2000/01/rdf-schema#label" : [ { "@value" : "Sea ice forecasting using IceNet (Jupyter Notebook) published in the Environmental Data Science book" } ] }, { "@id" : "https://w3id.org/np/RAIqUjbzlslJoOWtvTnmMfVlqLX4Gmh-R1_wqk4znv6Qs/sig", "http://purl.org/nanopub/x/hasAlgorithm" : [ { "@value" : "RSA" } ], "http://purl.org/nanopub/x/hasPublicKey" : [ { "@value" : "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA4pPaESKwmC6l37P86K6TNLq6yeQtc7m9CvcqauLs/1FC0viHvQnFBgxj0a+loPDv/Egwe6OqFpa0iW9Ypnyz9YPoh+pxbRXonbuMOb+8Ry9hXZ+TEKfWjhjVDGEaClwfRwglh2HI/xfV4CD9AgvDOEoZQiyta8a90PYwJ3G6e70oCHTn61+OWTkI9KRYHOYgg3btdy2Z7q/30PTFawb2ZT5aIfIJYobUYv2a7yhtcqWCHZeKv0bxGnRjTFNx1rscBMlLJSzvRtpQc1cCRVEPFZHo1adaXCI9tGvn4cxeNQ96y8dxkN1XhpaJairde+23MDzf42Oe97KG2HYzKiyVnQIDAQAB" } ], "http://purl.org/nanopub/x/hasSignature" : [ { "@value" : "Y+dV48g9IUc3CTLReyfQezLu9Dsdo1uyBX9N7yDOqtJscurYUAhRtAALPz3Nj+BUjn6VDOOkSosHEJ+xwpsamhgGb7Dbo35whzU4gsgB8EfaX2PqvuXcwSxQUB5KPHQlXx/uMxOu0p39J0mLKh7AexvMUbp7aVjThBgzDeANaC3k5KCbVEfvslxN4jkAQDSn5pCDWggF0WXOuUcEi1jmFoiOzcVyQuGbuRa3BnaehUZrY5DIij5Wasv5WYQuWLzmQOp3hukEW+ryOfTFQkNL73TIAk1DkKgfXmzI/3uTeev/Qs+18UF9QUHc3C7XmoG95B6s2U1ZpOq3l2DjnLLf6g==" } ], "http://purl.org/nanopub/x/hasSignatureTarget" : [ { "@id" : "https://w3id.org/np/RAIqUjbzlslJoOWtvTnmMfVlqLX4Gmh-R1_wqk4znv6Qs" } ], "http://purl.org/nanopub/x/signedBy" : [ { "@id" : "https://w3id.org/kpxl/gen/terms/RoCrateBot" } ] } ], "@id" : "https://w3id.org/np/RAIqUjbzlslJoOWtvTnmMfVlqLX4Gmh-R1_wqk4znv6Qs/pubinfo" } ]