@prefix this: <https://w3id.org/np/RANukQqw8pr5J0iq4b8erZFDbT82VSNJ22NywZe8F_b5c> .
@prefix sub: <https://w3id.org/np/RANukQqw8pr5J0iq4b8erZFDbT82VSNJ22NywZe8F_b5c/> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix dct: <http://purl.org/dc/terms/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix npx: <http://purl.org/nanopub/x/> .
sub:Head {
  this: np:hasAssertion sub:assertion ;
    np:hasProvenance sub:provenance ;
    np:hasPublicationInfo sub:pubinfo ;
    a np:Nanopublication .
}
sub:assertion {
  <http://eurovoc.europa.eu/2919> <http://schema.org/description> "" ;
    <http://schema.org/name> "Environmental research" ;
    a <http://schema.org/DefinedTerm> .
  <http://eurovoc.europa.eu/6384> <http://schema.org/description> "" ;
    <http://schema.org/name> "Climatology" ;
    a <http://schema.org/DefinedTerm> .
  <https://doi.org/10.1038/s41467-021-25257-4> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentUrl> "https://doi.org/10.1038/s41467-021-25257-4" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2022-04-03 22:38:18.897063+00:00" ;
    <http://schema.org/dateModified> "2022-04-03 22:38:19.368652+00:00" ;
    <http://schema.org/description> "Related publication of the modelling presented in the Jupyter notebook" ;
    <http://schema.org/license> <https://choosealicense.com/no-permission/> ;
    <http://schema.org/name> "Seasonal Arctic sea ice forecasting with probabilistic deep learning" ;
    <http://schema.org/sdDatePublished> "2022-04-03 22:38:18.897063+00:00" ;
    a dct:BibliographicResource , <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> .
  <https://doi.org/10.5281/zenodo.5516869> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentUrl> "https://doi.org/10.5281/zenodo.5516869" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2022-04-03 22:38:16.031702+00:00" ;
    <http://schema.org/dateModified> "2022-04-03 22:38:16.381912+00:00" ;
    <http://schema.org/description> "Contains input Dataset for IceNet's demo notebook used in the Jupyter notebook of Sea ice forecasting using IceNet" ;
    <http://schema.org/license> <https://choosealicense.com/no-permission/> ;
    <http://schema.org/name> "Input Dataset for IceNet's demo notebook" ;
    <http://schema.org/sdDatePublished> "2022-04-03 22:38:16.031702+00:00" ;
    a <http://purl.org/wf4ever/wf4ever#Dataset> , <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> .
  <https://doi.org/10.5281/zenodo.6410246> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentUrl> "https://doi.org/10.5281/zenodo.6410246" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2022-04-03 22:38:17.386248+00:00" ;
    <http://schema.org/dateModified> "2022-04-03 22:38:17.886319+00:00" ;
    <http://schema.org/description> "Contains outputs, (table and figures), generated in the Jupyter notebook of Sea ice forecasting using IceNet" ;
    <http://schema.org/license> <https://choosealicense.com/no-permission/> ;
    <http://schema.org/name> "Outputs" ;
    <http://schema.org/sdDatePublished> "2022-04-03 22:38:17.386248+00:00" ;
    a <http://purl.org/wf4ever/wf4ever#Dataset> , <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> .
  <https://doi.org/10.5285/71820e7d-c628-4e32-969f-464b7efb187c> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentUrl> "https://doi.org/10.5285/71820e7d-c628-4e32-969f-464b7efb187c" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2022-04-03 22:38:14.669821+00:00" ;
    <http://schema.org/dateModified> "2022-04-03 22:38:15.064256+00:00" ;
    <http://schema.org/description> "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> <https://choosealicense.com/no-permission/> ;
    <http://schema.org/name> "Input Forecasts, neural networks, and results from the paper: 'Seasonal Arctic sea ice forecasting with probabilistic deep learning'" ;
    <http://schema.org/sdDatePublished> "2022-04-03 22:38:14.669821+00:00" ;
    a <http://purl.org/wf4ever/wf4ever#Dataset> , <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> .
  <https://edsbook.org/notebooks/gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/notebook.html> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentUrl> "https://edsbook.org/notebooks/gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/notebook.html" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2022-04-03 22:38:31.388108+00:00" ;
    <http://schema.org/dateModified> "2023-03-20 18:02:14.634061+00:00" ;
    <http://schema.org/description> "Rendered version of the Jupyter Notebook hosted by the Environmental Data Science Book" ;
    <http://schema.org/encodingFormat> "text/html" ;
    <http://schema.org/license> <https://choosealicense.com/no-permission/> ;
    <http://schema.org/name> "Online rendered version of the Jupyter notebook" ;
    <http://schema.org/sdDatePublished> "2022-04-03 22:38:31.388108+00:00" ;
    a <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> , <http://schema.org/publication> .
  <https://github.com/eds-book-gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/blob/main/.lock/conda-linux-64.lock> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentUrl> "https://github.com/eds-book-gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/blob/main/.lock/conda-linux-64.lock" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2022-04-03 22:38:32.938456+00:00" ;
    <http://schema.org/dateModified> "2023-03-20 18:01:00.467061+00:00" ;
    <http://schema.org/description> "Lock conda file for linux-64 OS of the Jupyter notebook hosted by the Environmental Data Science Book" ;
    <http://schema.org/license> <https://choosealicense.com/no-permission/> ;
    <http://schema.org/name> "Lock conda file for linux-64" ;
    <http://schema.org/sdDatePublished> "2022-04-03 22:38:32.938456+00:00" ;
    a <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> .
  <https://github.com/eds-book-gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/blob/main/.lock/conda-osx-64.lock> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentUrl> "https://github.com/eds-book-gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/blob/main/.lock/conda-osx-64.lock" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2022-04-03 22:38:34.714518+00:00" ;
    <http://schema.org/dateModified> "2023-03-20 18:02:26.979336+00:00" ;
    <http://schema.org/description> "Lock conda file for osx-64 OS of the Jupyter notebook hosted by the Environmental Data Science Book" ;
    <http://schema.org/license> <https://choosealicense.com/no-permission/> ;
    <http://schema.org/name> "Lock conda file for osx-64" ;
    <http://schema.org/sdDatePublished> "2022-04-03 22:38:34.714518+00:00" ;
    a <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> .
  <https://raw.githubusercontent.com/Environmental-DS-Book/polar-modelling-icenet/main/.binder/environment.yml> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentUrl> "https://raw.githubusercontent.com/Environmental-DS-Book/polar-modelling-icenet/main/.binder/environment.yml" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2022-04-03 22:38:36.253117+00:00" ;
    <http://schema.org/dateModified> "2022-12-06 21:59:00.743319+00:00" ;
    <http://schema.org/description> "Conda environment when user want to have the same libraries installed without concerns of package versions" ;
    <http://schema.org/license> <https://choosealicense.com/no-permission/> ;
    <http://schema.org/name> "Conda environment" ;
    <http://schema.org/sdDatePublished> "2022-04-03 22:38:36.253117+00:00" ;
    a <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> .
  <https://raw.githubusercontent.com/eds-book-gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/main/notebook.ipynb> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentUrl> "https://raw.githubusercontent.com/eds-book-gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/main/notebook.ipynb" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2022-04-03 22:38:13.405158+00:00" ;
    <http://schema.org/dateModified> "2023-03-20 18:01:44.437802+00:00" ;
    <http://schema.org/description> "Jupyter Notebook hosted by the Environmental Data Science Book" ;
    <http://schema.org/license> <https://choosealicense.com/no-permission/> ;
    <http://schema.org/name> "Jupyter notebook" ;
    <http://schema.org/sdDatePublished> "2022-04-03 22:38:13.405158+00:00" ;
    a <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> , <http://w3id.org/ro/earth-scienceJupyterNotebook> ;
    <https://schema.org/softwareRequirements> <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/resources/579fe096-4af8-4203-8260-feaf7677c30a> .
  <https://w3id.org/ro-id/18269477-c1b8-4aa8-9b0e-372c7bb6b65c> <http://purl.org/wf4ever/roevo#forkedAtTime> "2022-11-25 20:15:55.175101+00:00" ;
    <http://purl.org/wf4ever/roevo#forkedBy> <https://w3id.org/ro-id/users/annefou%40geo.uio.no> ;
    a <http://purl.org/wf4ever/ro#ResearchObject> , <http://purl.org/wf4ever/roevo#ForkedRO> , <http://purl.org/wf4ever/roevo#LiveRO> ;
    prov:wasDerivedFrom <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef> .
  <https://w3id.org/ro-id/1b8f1898-7ae4-4847-aeb3-3519a062d0c8> <http://purl.org/wf4ever/roevo#forkedAtTime> "2023-05-12 13:23:32.541552+00:00" ;
    <http://purl.org/wf4ever/roevo#forkedBy> <https://w3id.org/ro-id/users/annef%40simula.no> ;
    a <http://purl.org/wf4ever/ro#ResearchObject> , <http://purl.org/wf4ever/roevo#ForkedRO> , <http://purl.org/wf4ever/roevo#LiveRO> ;
    prov:wasDerivedFrom <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef> .
  <https://w3id.org/ro-id/2b9f4a1a-d72d-4e02-bd58-8ee96e7a224d> <http://purl.org/wf4ever/roevo#forkedAtTime> "2023-05-10 19:04:48.228801+00:00" ;
    <http://purl.org/wf4ever/roevo#forkedBy> <https://w3id.org/ro-id/users/annef%40simula.no> ;
    a <http://purl.org/wf4ever/ro#ResearchObject> , <http://purl.org/wf4ever/roevo#ForkedRO> , <http://purl.org/wf4ever/roevo#LiveRO> ;
    prov:wasDerivedFrom <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef> .
  <https://w3id.org/ro-id/753dd373-ec1f-4cb6-902a-a573cde641d9> <http://purl.org/wf4ever/roevo#forkedAtTime> "2023-05-03 08:27:05.537066+00:00" ;
    <http://purl.org/wf4ever/roevo#forkedBy> <https://w3id.org/ro-id/users/annef%40simula.no> ;
    a <http://purl.org/wf4ever/ro#ResearchObject> , <http://purl.org/wf4ever/roevo#ForkedRO> , <http://purl.org/wf4ever/roevo#LiveRO> ;
    prov:wasDerivedFrom <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef> .
  <https://w3id.org/ro-id/911b0247-5b28-4993-894e-aff28828e643> <http://purl.org/wf4ever/roevo#forkedAtTime> "2022-12-04 16:14:04.466265+00:00" ;
    <http://purl.org/wf4ever/roevo#forkedBy> <https://w3id.org/ro-id/users/annefou%40geo.uio.no> ;
    a <http://purl.org/wf4ever/ro#ResearchObject> , <http://purl.org/wf4ever/roevo#ForkedRO> , <http://purl.org/wf4ever/roevo#LiveRO> ;
    prov:wasDerivedFrom <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef> .
  <https://w3id.org/ro-id/9f7d74b1-3bf4-4500-9526-560bd9a8c61a> <http://purl.org/wf4ever/roevo#forkedAtTime> "2022-12-04 15:20:01.314059+00:00" ;
    <http://purl.org/wf4ever/roevo#forkedBy> <https://w3id.org/ro-id/users/annefou%40geo.uio.no> ;
    a <http://purl.org/wf4ever/ro#ResearchObject> , <http://purl.org/wf4ever/roevo#ForkedRO> , <http://purl.org/wf4ever/roevo#LiveRO> ;
    prov:wasDerivedFrom <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef> .
  <https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834> <http://purl.org/wf4ever/roevo#isFinalized> "False" ;
    <http://purl.org/wf4ever/roevo#isSnapshotOf> <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef> ;
    <http://purl.org/wf4ever/roevo#snapshotedAtTime> "2023-03-20 18:05:06.388049+00:00" ;
    <http://purl.org/wf4ever/roevo#snapshotedBy> <https://w3id.org/ro-id/users/environmental.ds.book%40gmail.com> ;
    a <http://purl.org/wf4ever/ro#ResearchObject> , <http://purl.org/wf4ever/roevo#SnapshotRO> .
  <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/> <http://purl.org/wf4ever/roevo#hasFork> <https://w3id.org/ro-id/18269477-c1b8-4aa8-9b0e-372c7bb6b65c> , <https://w3id.org/ro-id/1b8f1898-7ae4-4847-aeb3-3519a062d0c8> , <https://w3id.org/ro-id/2b9f4a1a-d72d-4e02-bd58-8ee96e7a224d> , <https://w3id.org/ro-id/753dd373-ec1f-4cb6-902a-a573cde641d9> , <https://w3id.org/ro-id/911b0247-5b28-4993-894e-aff28828e643> , <https://w3id.org/ro-id/9f7d74b1-3bf4-4500-9526-560bd9a8c61a> , <https://w3id.org/ro-id/b0a8864e-415d-42e3-972f-bb66c6d6a4d9> , <https://w3id.org/ro-id/b7481ff6-d1a1-4fd4-b205-c6e497e8d71c> , <https://w3id.org/ro-id/c6920d3d-4c92-4a3e-8569-4c12c5015adb> , <https://w3id.org/ro-id/dcc9affd-a2dd-4ecf-885d-a882d7e1702f> ;
    <http://purl.org/wf4ever/roevo#hasSnapshot> <https://w3id.org/ro-id/a300b52e-f3e2-4d17-8d36-1251c4ade834> ;
    <http://schema.org/about> <http://eurovoc.europa.eu/2919> , <http://eurovoc.europa.eu/6384> ;
    <http://schema.org/author> <mailto:https://github.com/acocac> ;
    <http://schema.org/contentSize> 357267 ;
    <http://schema.org/contentUrl> "https://api.rohub.org/api/ros/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/crate/download/" ;
    <http://schema.org/contributor> <mailto:https://github.com/nbarlowATI> , <mailto:https://github.com/tom-andersson> ;
    <http://schema.org/copyrightHolder> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2022-04-03 22:37:45.977506+00:00" ;
    <http://schema.org/dateModified> "2025-10-18 11:50:21.644221+00:00" ;
    <http://schema.org/datePublished> "2022-04-03 22:37:45.977506+00:00" ;
    <http://schema.org/description> "The research object refers to the Sea ice forecasting using IceNet notebook published in the Environmental Data Science book." ;
    <http://schema.org/encodingFormat> "application/ld+json" ;
    <http://schema.org/hasPart> <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/folders/23fd2246-e645-4036-8f4b-fd565bf284db> , <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/folders/8ba653d5-4aef-436b-94b2-7f3820ca7a99> , <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/folders/cb2e1953-7656-480e-80c0-1b064a09cd07> , <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/folders/f5fdcd0d-b4f9-44e8-a81e-e0407038aa6a> ;
    <http://schema.org/identifier> "https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef" ;
    <http://schema.org/keywords> "Environmental Science" ;
    <http://schema.org/license> <https://choosealicense.com/no-permission/> ;
    <http://schema.org/mainEntity> "Jupyter Notebook" ;
    <http://schema.org/name> "Sea ice forecasting using IceNet (Jupyter Notebook) published in the Environmental Data Science book" ;
    <http://schema.org/publisher> <mailto:environmental.ds.book@gmail.com> ;
    <http://w3id.org/ro-id/rohub/model#community> <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/379a4687-de50-44c7-b7bd-37125ebd4ff7> ;
    <http://w3id.org/ro-id/rohub/model#creation_mode> "MANUAL" ;
    <http://w3id.org/ro-id/rohub/model#enrichmentSubject> <https://w3id.org/ro-id/enrichment/03904c36-38e7-4645-b0e9-7694f4e9b210> , <https://w3id.org/ro-id/enrichment/1d1bdfd5-db03-4447-9b5f-69b9f6d040c9> , <https://w3id.org/ro-id/enrichment/20d6c9c9-113a-4b95-86bf-8b678acd0c43> , <https://w3id.org/ro-id/enrichment/20ff845a-e008-45e1-bc3b-0c8b0d830c50> , <https://w3id.org/ro-id/enrichment/210ade5c-7434-45f4-8e01-481c78ec7bff> , <https://w3id.org/ro-id/enrichment/38fcb32b-db82-45b0-a201-5ea8c5c936d7> , <https://w3id.org/ro-id/enrichment/3d83a4fa-1261-4827-8596-4cb5fdff7fde> , <https://w3id.org/ro-id/enrichment/4ac84fbf-f004-49a4-87f4-dccd7d53c5e6> , <https://w3id.org/ro-id/enrichment/5127904c-bfd9-471f-ab28-623da81afbe5> , <https://w3id.org/ro-id/enrichment/5683797b-fe1b-4fa2-9d7c-269c6402d35b> , <https://w3id.org/ro-id/enrichment/56f479fc-b8a1-4c85-a244-b755a7203a4c> , <https://w3id.org/ro-id/enrichment/6217778b-f433-4cd4-8360-9f63e45517c1> , <https://w3id.org/ro-id/enrichment/65d2330a-3dce-4330-99da-756db22b643c> , <https://w3id.org/ro-id/enrichment/6f6bb8c9-0b29-4f4e-815d-3ae1e6b1120e> , <https://w3id.org/ro-id/enrichment/725ed870-a60f-4e46-bc70-c93272fcff3a> , <https://w3id.org/ro-id/enrichment/72d71f17-62df-4123-8a1b-8e12c37fbd8e> , <https://w3id.org/ro-id/enrichment/7ebb0e2b-5921-4305-a01b-b610db1a8d60> , <https://w3id.org/ro-id/enrichment/87f8c046-9d97-429d-a832-1d45091752db> , <https://w3id.org/ro-id/enrichment/8f21fc05-6924-4d08-8c75-30d840a46963> , <https://w3id.org/ro-id/enrichment/951ffc9e-b3d8-455f-a43d-51867a98d799> , <https://w3id.org/ro-id/enrichment/a61c42a5-a7c4-4dc9-abac-088587247b0d> , <https://w3id.org/ro-id/enrichment/b56316b0-4bb4-4ed1-b0c9-d160e949e847> , <https://w3id.org/ro-id/enrichment/ba8ced42-9ae1-4682-a431-095e5943a03d> , <https://w3id.org/ro-id/enrichment/d32ac0d9-b955-4eed-98db-cdf59364b7c8> , <https://w3id.org/ro-id/enrichment/d3a817b5-d504-4360-98ce-902cd82c041a> , <https://w3id.org/ro-id/enrichment/e1f7b0e5-dd74-4a8f-9a85-d547baa1a608> , <https://w3id.org/ro-id/enrichment/f3d50c2e-c253-4209-b82d-35d443402c32> , <https://w3id.org/ro-id/enrichment/f88fc418-c6a4-4a9c-a1fc-fefb57cb2c4e> , <https://w3id.org/ro-id/enrichment/f9b325cb-baa1-42d7-86f7-178e66230984> ;
    a <http://purl.org/wf4ever/ro#ResearchObject> , <http://purl.org/wf4ever/roevo#LiveRO> , <http://schema.org/Dataset> , <http://w3id.org/ro/earth-scienceExecutableResearchObject> , <https://w3id.org/ro/terms/earth-science#ExecutableResearchObject> ;
    <https://www.w3.org/ns/iana/link-relations/relation#cite-as> "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://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef." .
  <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/379a4687-de50-44c7-b7bd-37125ebd4ff7> a <http://w3id.org/ro-id/rohub/model#community> .
  <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/folders/23fd2246-e645-4036-8f4b-fd565bf284db> <http://schema.org/hasPart> <https://doi.org/10.5281/zenodo.5516869> , <https://doi.org/10.5285/71820e7d-c628-4e32-969f-464b7efb187c> ;
    <http://schema.org/name> "input" ;
    a <http://purl.org/wf4ever/wf4ever#Folder> , <http://schema.org/Dataset> .
  <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/folders/8ba653d5-4aef-436b-94b2-7f3820ca7a99> <http://schema.org/hasPart> <https://doi.org/10.5281/zenodo.6410246> , <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/resources/82cd71df-6257-4231-b249-5bdad43df512> ;
    <http://schema.org/name> "output" ;
    a <http://purl.org/wf4ever/wf4ever#Folder> , <http://schema.org/Dataset> .
  <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/folders/cb2e1953-7656-480e-80c0-1b064a09cd07> <http://schema.org/hasPart> <https://edsbook.org/notebooks/gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/notebook.html> , <https://github.com/eds-book-gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/blob/main/.lock/conda-linux-64.lock> , <https://github.com/eds-book-gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/blob/main/.lock/conda-osx-64.lock> , <https://raw.githubusercontent.com/Environmental-DS-Book/polar-modelling-icenet/main/.binder/environment.yml> , <https://raw.githubusercontent.com/eds-book-gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/main/notebook.ipynb> ;
    <http://schema.org/name> "tool" ;
    a <http://purl.org/wf4ever/wf4ever#Folder> , <http://schema.org/Dataset> .
  <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/folders/f5fdcd0d-b4f9-44e8-a81e-e0407038aa6a> <http://schema.org/hasPart> <https://doi.org/10.1038/s41467-021-25257-4> ;
    <http://schema.org/name> "biblio" ;
    a <http://purl.org/wf4ever/wf4ever#Folder> , <http://schema.org/Dataset> .
  <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/resources/82cd71df-6257-4231-b249-5bdad43df512> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentSize> 344731 ;
    <http://schema.org/contentUrl> "https://api.rohub.org/api/resources/82cd71df-6257-4231-b249-5bdad43df512/download/" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2022-04-03 22:38:08.092594+00:00" ;
    <http://schema.org/dateModified> "2022-04-03 22:38:10.914695+00:00" ;
    <http://schema.org/encodingFormat> "image/png" ;
    <http://schema.org/license> <https://choosealicense.com/no-permission/> ;
    <http://schema.org/name> "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> "2022-04-03 22:38:08.092594+00:00" ;
    a <http://purl.org/wf4ever/roterms#Sketch> , <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> .
  <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/ro-crate-metadata.json> dct:conformsTo <https://w3id.org/ro/crate/1.1> ;
    <http://schema.org/about> <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/> ;
    a <http://schema.org/CreativeWork> .
  <https://w3id.org/ro-id/b0a8864e-415d-42e3-972f-bb66c6d6a4d9> <http://purl.org/wf4ever/roevo#forkedAtTime> "2022-12-07 14:10:33.478638+00:00" ;
    <http://purl.org/wf4ever/roevo#forkedBy> <https://w3id.org/ro-id/users/annefou%40geo.uio.no> ;
    a <http://purl.org/wf4ever/ro#ResearchObject> , <http://purl.org/wf4ever/roevo#ForkedRO> , <http://purl.org/wf4ever/roevo#LiveRO> ;
    prov:wasDerivedFrom <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef> .
  <https://w3id.org/ro-id/b7481ff6-d1a1-4fd4-b205-c6e497e8d71c> <http://purl.org/wf4ever/roevo#forkedAtTime> "2023-05-03 14:27:06.640359+00:00" ;
    <http://purl.org/wf4ever/roevo#forkedBy> <https://w3id.org/ro-id/users/nordicesmhub%40gmail.com> ;
    a <http://purl.org/wf4ever/ro#ResearchObject> , <http://purl.org/wf4ever/roevo#ForkedRO> , <http://purl.org/wf4ever/roevo#LiveRO> ;
    prov:wasDerivedFrom <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef> .
  <https://w3id.org/ro-id/c6920d3d-4c92-4a3e-8569-4c12c5015adb> <http://purl.org/wf4ever/roevo#forkedAtTime> "2023-05-03 07:35:29.826577+00:00" ;
    <http://purl.org/wf4ever/roevo#forkedBy> <https://w3id.org/ro-id/users/annef%40simula.no> ;
    a <http://purl.org/wf4ever/ro#ResearchObject> , <http://purl.org/wf4ever/roevo#ForkedRO> , <http://purl.org/wf4ever/roevo#LiveRO> ;
    prov:wasDerivedFrom <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef> .
  <https://w3id.org/ro-id/dcc9affd-a2dd-4ecf-885d-a882d7e1702f> <http://purl.org/wf4ever/roevo#forkedAtTime> "2022-12-04 16:18:29.843217+00:00" ;
    <http://purl.org/wf4ever/roevo#forkedBy> <https://w3id.org/ro-id/users/annefou%40geo.uio.no> ;
    a <http://purl.org/wf4ever/ro#ResearchObject> , <http://purl.org/wf4ever/roevo#ForkedRO> , <http://purl.org/wf4ever/roevo#LiveRO> ;
    prov:wasDerivedFrom <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef> .
  <https://w3id.org/ro-id/enrichment/03904c36-38e7-4645-b0e9-7694f4e9b210> <http://schema.org/name> "research" ;
    a <https://w3id.org/ro/terms/earth-science#Concept> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "15.015974440894569" ;
    <https://w3id.org/ro/terms/earth-science#score> "9.4" .
  <https://w3id.org/ro-id/enrichment/1d1bdfd5-db03-4447-9b5f-69b9f6d040c9> <http://schema.org/name> "research" ;
    a <https://w3id.org/ro/terms/earth-science#Lemma> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "13.397790055248617" ;
    <https://w3id.org/ro/terms/earth-science#score> "9.7" .
  <https://w3id.org/ro-id/enrichment/20d6c9c9-113a-4b95-86bf-8b678acd0c43> <http://schema.org/name> "ice forecasting" ;
    a <https://w3id.org/ro/terms/earth-science#Phrase> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "1.7471736896197327" ;
    <https://w3id.org/ro/terms/earth-science#score> "1.7" .
  <https://w3id.org/ro-id/enrichment/20ff845a-e008-45e1-bc3b-0c8b0d830c50> <http://schema.org/name> "notebook" ;
    a <https://w3id.org/ro/terms/earth-science#Concept> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "13.418530351437699" ;
    <https://w3id.org/ro/terms/earth-science#score> "8.4" .
  <https://w3id.org/ro-id/enrichment/210ade5c-7434-45f4-8e01-481c78ec7bff> <http://schema.org/name> "book" ;
    a <https://w3id.org/ro/terms/earth-science#Lemma> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "10.91160220994475" ;
    <https://w3id.org/ro/terms/earth-science#score> "7.9" .
  <https://w3id.org/ro-id/enrichment/38fcb32b-db82-45b0-a201-5ea8c5c936d7> <http://schema.org/name> "forecast" ;
    a <https://w3id.org/ro/terms/earth-science#Concept> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "21.405750798722043" ;
    <https://w3id.org/ro/terms/earth-science#score> "13.4" .
  <https://w3id.org/ro-id/enrichment/3d83a4fa-1261-4827-8596-4cb5fdff7fde> <http://schema.org/name> "Environmental Data Science book" ;
    a <https://w3id.org/ro/terms/earth-science#Phrase> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "13.052415210688592" ;
    <https://w3id.org/ro/terms/earth-science#score> "12.7" .
  <https://w3id.org/ro-id/enrichment/4ac84fbf-f004-49a4-87f4-dccd7d53c5e6> <http://schema.org/name> "research object" ;
    a <https://w3id.org/ro/terms/earth-science#Phrase> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "26.721479958890033" ;
    <https://w3id.org/ro/terms/earth-science#score> "26.0" .
  <https://w3id.org/ro-id/enrichment/5127904c-bfd9-471f-ab28-623da81afbe5> <http://schema.org/name> "Language" ;
    a <https://w3id.org/ro/terms/earth-science#IPTC> ;
    <https://w3id.org/ro/terms/earth-science#path> "Arts, culture and entertainment/Culture/Language" .
  <https://w3id.org/ro-id/enrichment/5683797b-fe1b-4fa2-9d7c-269c6402d35b> <http://schema.org/name> "Literature" ;
    a <https://w3id.org/ro/terms/earth-science#IPTC> ;
    <https://w3id.org/ro/terms/earth-science#path> "Arts, culture and entertainment/Arts and entertainment/Literature" .
  <https://w3id.org/ro-id/enrichment/56f479fc-b8a1-4c85-a244-b755a7203a4c> <http://schema.org/name> "IceNet notebook" ;
    a <https://w3id.org/ro/terms/earth-science#Phrase> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "28.571428571428573" ;
    <https://w3id.org/ro/terms/earth-science#score> "27.8" .
  <https://w3id.org/ro-id/enrichment/6217778b-f433-4cd4-8360-9f63e45517c1> <http://schema.org/name> "earth sciences" ;
    a <https://w3id.org/ro/terms/earth-science#FieldOfResearch> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "100.0" ;
    <https://w3id.org/ro/terms/earth-science#score> "0.779520571231842" .
  <https://w3id.org/ro-id/enrichment/65d2330a-3dce-4330-99da-756db22b643c> <http://schema.org/name> "IceNet" ;
    a <https://w3id.org/ro/terms/earth-science#Lemma> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "16.850828729281766" ;
    <https://w3id.org/ro/terms/earth-science#score> "12.2" .
  <https://w3id.org/ro-id/enrichment/6f6bb8c9-0b29-4f4e-815d-3ae1e6b1120e> <http://schema.org/name> "aim" ;
    a <https://w3id.org/ro/terms/earth-science#Concept> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "11.34185303514377" ;
    <https://w3id.org/ro/terms/earth-science#score> "7.1" .
  <https://w3id.org/ro-id/enrichment/725ed870-a60f-4e46-bc70-c93272fcff3a> <http://schema.org/name> "ice" ;
    a <https://w3id.org/ro/terms/earth-science#Lemma> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "10.91160220994475" ;
    <https://w3id.org/ro/terms/earth-science#score> "7.9" .
  <https://w3id.org/ro-id/enrichment/72d71f17-62df-4123-8a1b-8e12c37fbd8e> <http://schema.org/name> "book" ;
    a <https://w3id.org/ro/terms/earth-science#Concept> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "16.61341853035144" ;
    <https://w3id.org/ro/terms/earth-science#score> "10.4" .
  <https://w3id.org/ro-id/enrichment/7ebb0e2b-5921-4305-a01b-b610db1a8d60> <http://schema.org/name> "geophysics" ;
    a <https://w3id.org/ro/terms/earth-science#NASA> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "100.0" ;
    <https://w3id.org/ro/terms/earth-science#score> "0.39970773458480835" .
  <https://w3id.org/ro-id/enrichment/87f8c046-9d97-429d-a832-1d45091752db> <http://schema.org/name> "geosciences" ;
    a <https://w3id.org/ro/terms/earth-science#NASA> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "100.0" ;
    <https://w3id.org/ro/terms/earth-science#score> "0.39970773458480835" .
  <https://w3id.org/ro-id/enrichment/8f21fc05-6924-4d08-8c75-30d840a46963> <http://schema.org/name> "notebook" ;
    a <https://w3id.org/ro/terms/earth-science#Lemma> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "12.016574585635357" ;
    <https://w3id.org/ro/terms/earth-science#score> "8.7" .
  <https://w3id.org/ro-id/enrichment/951ffc9e-b3d8-455f-a43d-51867a98d799> <http://schema.org/name> "forecasting" ;
    a <https://w3id.org/ro/terms/earth-science#Lemma> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "19.198895027624307" ;
    <https://w3id.org/ro/terms/earth-science#score> "13.9" .
  <https://w3id.org/ro-id/enrichment/a61c42a5-a7c4-4dc9-abac-088587247b0d> <http://schema.org/name> "Environmental Data Science" ;
    a <https://w3id.org/ro/terms/earth-science#Lemma> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "16.71270718232044" ;
    <https://w3id.org/ro/terms/earth-science#score> "12.1" .
  <https://w3id.org/ro-id/enrichment/b56316b0-4bb4-4ed1-b0c9-d160e949e847> <http://schema.org/name> "sea ice" ;
    a <https://w3id.org/ro/terms/earth-science#Concept> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "9.904153354632587" ;
    <https://w3id.org/ro/terms/earth-science#score> "6.2" .
  <https://w3id.org/ro-id/enrichment/ba8ced42-9ae1-4682-a431-095e5943a03d> <http://schema.org/name> "Sea ice forecasting using IceNet (Jupyter Notebook) published in the Environmental Data Science book." ;
    a <https://w3id.org/ro/terms/earth-science#Sentence> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "40.84084084084083" ;
    <https://w3id.org/ro/terms/earth-science#score> "40.8" .
  <https://w3id.org/ro-id/enrichment/d32ac0d9-b955-4eed-98db-cdf59364b7c8> <http://schema.org/name> "ice" ;
    a <https://w3id.org/ro/terms/earth-science#Concept> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "12.300319488817891" ;
    <https://w3id.org/ro/terms/earth-science#score> "7.7" .
  <https://w3id.org/ro-id/enrichment/d3a817b5-d504-4360-98ce-902cd82c041a> <http://schema.org/name> "sea ice forecasting" ;
    a <https://w3id.org/ro/terms/earth-science#Phrase> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "29.907502569373072" ;
    <https://w3id.org/ro/terms/earth-science#score> "29.1" .
  <https://w3id.org/ro-id/enrichment/e1f7b0e5-dd74-4a8f-9a85-d547baa1a608> <http://schema.org/name> "physical geography and environmental geoscience" ;
    a <https://w3id.org/ro/terms/earth-science#FieldOfResearch> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "100.0" ;
    <https://w3id.org/ro/terms/earth-science#score> "0.779520571231842" .
  <https://w3id.org/ro-id/enrichment/f3d50c2e-c253-4209-b82d-35d443402c32> <http://schema.org/name> "The research object refers to the Sea ice forecasting using IceNet notebook published in the Environmental Data Science book." ;
    a <https://w3id.org/ro/terms/earth-science#Sentence> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "59.15915915915915" ;
    <https://w3id.org/ro/terms/earth-science#score> "59.1" .
  <https://w3id.org/ro-id/enrichment/f88fc418-c6a4-4a9c-a1fc-fefb57cb2c4e> <http://schema.org/name> "publishing" ;
    a <https://w3id.org/contentdesc#Domain> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "100.0" ;
    <https://w3id.org/ro/terms/earth-science#score> "6.1" .
  <https://w3id.org/ro-id/enrichment/f9b325cb-baa1-42d7-86f7-178e66230984> <http://schema.org/name> "Book industry" ;
    a <https://w3id.org/ro/terms/earth-science#IPTC> ;
    <https://w3id.org/ro/terms/earth-science#path> "Economy, business and finance/Economic sector/Media/Book industry" .
  <mailto:annefou@geo.uio.no> <http://schema.org/name> "Anne Fouilloux" ;
    a <http://xmlns.com/foaf/0.1/Agent> .
  <mailto:environmental.ds.book@gmail.com> <http://schema.org/email> "environmental.ds.book@gmail.com" ;
    <http://schema.org/name> "Environmental Data Science Book Community" , "The Environmental Data Science Community" ;
    a <http://schema.org/Person> , <http://xmlns.com/foaf/0.1/Agent> .
  <mailto:https://github.com/acocac> <http://schema.org/affiliation> "The Alan Turing Institute" ;
    <http://schema.org/name> "Alejandro Coca-Castro" ;
    a <http://xmlns.com/foaf/0.1/Agent> .
  <mailto:https://github.com/nbarlowATI> <http://schema.org/affiliation> "The Alan Turing Institute" ;
    <http://schema.org/name> "Nick Barlow" ;
    a <http://xmlns.com/foaf/0.1/Agent> .
  <mailto:https://github.com/tom-andersson> <http://schema.org/affiliation> "he British Antarctic Survey" ;
    <http://schema.org/name> "Tom Andersson" ;
    a <http://xmlns.com/foaf/0.1/Agent> .
  <mailto:service-account-enrichment> <http://schema.org/name> "service-account-enrichment" ;
    a <http://xmlns.com/foaf/0.1/Agent> .
}
sub:provenance {
  sub:assertion prov:wasDerivedFrom <https://api.rohub.org/api/ros/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/crate/download/ro-crate-metadata.json> .
}
sub:pubinfo {
  this: dct:created "2025-11-11T16:42:07.692+01:00"^^xsd:dateTime ;
    npx:introduces <https://w3id.org/ro-id/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/> ;
    a npx:RoCrateNanopub ;
    rdfs:label "Sea ice forecasting using IceNet (Jupyter Notebook) published in the Environmental Data Science book" .
  sub:sig npx:hasAlgorithm "RSA" ;
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA4pPaESKwmC6l37P86K6TNLq6yeQtc7m9CvcqauLs/1FC0viHvQnFBgxj0a+loPDv/Egwe6OqFpa0iW9Ypnyz9YPoh+pxbRXonbuMOb+8Ry9hXZ+TEKfWjhjVDGEaClwfRwglh2HI/xfV4CD9AgvDOEoZQiyta8a90PYwJ3G6e70oCHTn61+OWTkI9KRYHOYgg3btdy2Z7q/30PTFawb2ZT5aIfIJYobUYv2a7yhtcqWCHZeKv0bxGnRjTFNx1rscBMlLJSzvRtpQc1cCRVEPFZHo1adaXCI9tGvn4cxeNQ96y8dxkN1XhpaJairde+23MDzf42Oe97KG2HYzKiyVnQIDAQAB" ;
    npx:hasSignature "wyVxuKqcD8Xno2sCgcAfWYgmQO7zgfFkGqg2Fa7jBd9gLrF8F8/Ffc/DydeDEmLdTnzkF+mHNBGiy9SA4ElND84G9iScyQt0qv4VHwFtyo+BqEJIrDCZXATZ80aMfPYB3w25RpRKAVCufYzVqx7PNGZ0aaIPaL5o7ieEt7d4N9CZ82vq00zASg8TdnXBou1t9SQh7NkFUcV+D5IwsRp8/q6x8zaFGMfn+TLq2nkVhKyV+JJUEieWioA2yRMsdWBTRLevRTaC9y9fYxdQcdwQ6o4XG4tCPSMoXopq9l4oyno2jX+u57dFKWiyNm6MPfpqElu8LeRDWkaQazNLBmCCHw==" ;
    npx:hasSignatureTarget this: ;
    npx:signedBy <https://w3id.org/kpxl/gen/terms/RoCrateBot> .
}