@prefix this: <https://w3id.org/np/RAKirZRU6sg__GGFvKsAeRClqYIqiBKiMOP3yWBuxbjio> .
@prefix sub: <https://w3id.org/np/RAKirZRU6sg__GGFvKsAeRClqYIqiBKiMOP3yWBuxbjio/> .
@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> .
  <https://doi.org/10.5281/zenodo.14279111> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentUrl> "https://doi.org/10.5281/zenodo.14279111" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2024-12-04 23:00:28.915134+00:00" ;
    <http://schema.org/dateModified> "2024-12-04 23:00:30.048350+00:00" ;
    <http://schema.org/description> "Contains outputs, (results), generated in the Jupyter notebook of Livestock detection using DeepForest" ;
    <http://schema.org/license> <https://choosealicense.com/no-permission/> ;
    <http://schema.org/name> "Outputs" ;
    <http://schema.org/sdDatePublished> "2024-12-04 23:00:28.915134+00:00" ;
    a <http://purl.org/wf4ever/wf4ever#Dataset> , <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> .
  <https://doi.org/10.7910/DVN/N7GJYU> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentUrl> "https://doi.org/10.7910/DVN/N7GJYU" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2024-12-04 23:00:24.659570+00:00" ;
    <http://schema.org/dateModified> "2024-12-04 23:00:25.667439+00:00" ;
    <http://schema.org/description> "Contains input Input dataset for the fine-tuned model used in the Jupyter notebook of Livestock detection using DeepForest" ;
    <http://schema.org/license> <https://choosealicense.com/no-permission/> ;
    <http://schema.org/name> "Input Input dataset for the fine-tuned model" ;
    <http://schema.org/sdDatePublished> "2024-12-04 23:00:24.659570+00:00" ;
    a <http://purl.org/wf4ever/wf4ever#Dataset> , <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> .
  <https://doi.org/https://doi.org/10.1111/2041-210X.13472> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentUrl> "https://doi.org/https://doi.org/10.1111/2041-210X.13472" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2024-12-04 23:00:33.471709+00:00" ;
    <http://schema.org/dateModified> "2024-12-04 23:00:34.525430+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> "Deepforest: a python package for rgb deep learning tree crown delineation" ;
    <http://schema.org/sdDatePublished> "2024-12-04 23:00:33.471709+00:00" ;
    a dct:BibliographicResource , <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> .
  <https://edsbook.org/notebooks/gallery/95199651-9e81-4cae-a3a7-66398a9a5f62/notebook.html> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentUrl> "https://edsbook.org/notebooks/gallery/95199651-9e81-4cae-a3a7-66398a9a5f62/notebook.html" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2024-12-04 23:00:46.367365+00:00" ;
    <http://schema.org/dateModified> "2024-12-04 23:00:47.573187+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> "2024-12-04 23:00:46.367365+00:00" ;
    a <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> , <https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303/Publication> .
  <https://github.com/eds-book-gallery/95199651-9e81-4cae-a3a7-66398a9a5f62/blob/main/notebook.ipynb> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentUrl> "https://github.com/eds-book-gallery/95199651-9e81-4cae-a3a7-66398a9a5f62/blob/main/notebook.ipynb" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2024-12-04 23:00:20.603543+00:00" ;
    <http://schema.org/dateModified> "2024-12-04 23:00:21.556504+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> "2024-12-04 23:00:20.603543+00:00" ;
    a <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> , <https://w3id.org/ro/terms/earth-science#JupyterNotebook> .
  <https://github.com/eds-book-gallery/95199651-9e81-4cae-a3a7-66398a9a5f62/tree/main/.binder/environment.yml> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentUrl> "https://github.com/eds-book-gallery/95199651-9e81-4cae-a3a7-66398a9a5f62/tree/main/.binder/environment.yml" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2024-12-04 23:00:41.963542+00:00" ;
    <http://schema.org/dateModified> "2024-12-04 23:00:43.056070+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> "2024-12-04 23:00:41.963542+00:00" ;
    a <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> .
  <https://github.com/eds-book-gallery/95199651-9e81-4cae-a3a7-66398a9a5f62/tree/main/.lock/conda-lock.yml> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentUrl> "https://github.com/eds-book-gallery/95199651-9e81-4cae-a3a7-66398a9a5f62/tree/main/.lock/conda-lock.yml" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2024-12-04 23:00:37.727861+00:00" ;
    <http://schema.org/dateModified> "2024-12-04 23:00:38.784747+00:00" ;
    <http://schema.org/description> "Lock conda file 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" ;
    <http://schema.org/sdDatePublished> "2024-12-04 23:00:37.727861+00:00" ;
    a <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> .
  <https://orcid.org/0000-0001-6728-7745> <http://schema.org/affiliation> "University of Florida" ;
    <http://schema.org/email> "ethanwhite@ufl.edu" ;
    <http://schema.org/name> "Ethan P. White" ;
    a <http://xmlns.com/foaf/0.1/Agent> ;
    <https://w3id.org/dingo#orcid> "0000-0001-6728-7745" .
  <https://orcid.org/0009-0005-0392-4377> <http://schema.org/affiliation> "The Alan Turing Institute" ;
    <http://schema.org/email> "lvanzeeland@turing.ac.uk" ;
    <http://schema.org/name> "Louisa Van Zeeland" ;
    a <http://xmlns.com/foaf/0.1/Agent> ;
    <https://w3id.org/dingo#orcid> "0009-0005-0392-4377" .
  <https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115> <http://purl.org/wf4ever/roevo#forkedAtTime> "2025-05-27 16:35:09.245985+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/7ad44bec-6784-437f-b5f3-2199b43a5303> .
  <https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303/> <http://purl.org/wf4ever/roevo#hasFork> <https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115> ;
    <http://schema.org/about> <http://eurovoc.europa.eu/2919> ;
    <http://schema.org/author> <mailto:c.appel@qmul.ac.uk> ;
    <http://schema.org/contentSize> 0 ;
    <http://schema.org/contentUrl> "https://api.rohub.org/api/ros/7ad44bec-6784-437f-b5f3-2199b43a5303/crate/download/" ;
    <http://schema.org/contributor> <https://orcid.org/0000-0001-6728-7745> , <https://orcid.org/0009-0005-0392-4377> ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2024-12-04 22:59:05.987316+00:00" ;
    <http://schema.org/dateModified> "2025-10-16 12:17:04.846237+00:00" ;
    <http://schema.org/datePublished> "2024-12-04 22:59:05.987316+00:00" ;
    <http://schema.org/description> "The research object refers to the Livestock detection using DeepForest notebook published in the Environmental Data Science book." ;
    <http://schema.org/encodingFormat> "application/ld+json" ;
    <http://schema.org/hasPart> <https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303/folders/4828c52f-a7e9-4f07-b4d7-d14f683a4196> , <https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303/folders/709b7582-d7b6-4211-b16e-00a7d0dcbbc1> , <https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303/folders/71a38785-696d-4694-86c5-0710a18f829e> , <https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303/folders/b53ccdbd-22f0-48b6-9515-429c2599d308> ;
    <http://schema.org/identifier> "https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303" ;
    <http://schema.org/license> <https://choosealicense.com/no-permission/> ;
    <http://schema.org/name> "Livestock detection using DeepForest (Jupyter Notebook) published in the Environmental Data Science book" ;
    <http://w3id.org/ro-id/rohub/model#creation_mode> "MANUAL" ;
    <http://w3id.org/ro-id/rohub/model#enrichmentSubject> <https://w3id.org/ro-id/enrichment/122071c9-0fbd-41a4-84e3-42f33a4f239f> , <https://w3id.org/ro-id/enrichment/14a308eb-239e-4a45-aed6-e731da8bf823> , <https://w3id.org/ro-id/enrichment/1764c419-5b28-4103-addd-e61a0fe9cd55> , <https://w3id.org/ro-id/enrichment/28efefd0-4e9b-472f-82ba-42def913d35a> , <https://w3id.org/ro-id/enrichment/2b10718f-aa6a-4f33-bbab-faf4705c85ad> , <https://w3id.org/ro-id/enrichment/2f479f20-1458-4e98-a43f-897ce821716e> , <https://w3id.org/ro-id/enrichment/3299529c-668d-4369-9b5f-7794aae30639> , <https://w3id.org/ro-id/enrichment/375d08e2-923e-45a2-9b93-16c5018474ae> , <https://w3id.org/ro-id/enrichment/3b713844-0cd9-4f78-aa42-51a8501a79bb> , <https://w3id.org/ro-id/enrichment/3f6d9a16-d2ca-475e-b17d-195e69a9d71f> , <https://w3id.org/ro-id/enrichment/4d2826bf-887c-4590-83e9-f20cf469b4cc> , <https://w3id.org/ro-id/enrichment/55b4398a-a839-4859-bf68-150b93a11f02> , <https://w3id.org/ro-id/enrichment/603d0ef2-a05d-41e1-93ce-f7c2bf1b62de> , <https://w3id.org/ro-id/enrichment/7a7a768a-677d-4b92-9d50-e66d05a0f935> , <https://w3id.org/ro-id/enrichment/7fc378fa-04dd-41bb-85e0-f3f435aabc5d> , <https://w3id.org/ro-id/enrichment/84f5d546-e13a-49d1-8bcf-7ad003541592> , <https://w3id.org/ro-id/enrichment/85dea908-491f-4156-a275-87898d70bb0e> , <https://w3id.org/ro-id/enrichment/a0d42c24-8009-47a9-8e14-98bccc5be4f3> , <https://w3id.org/ro-id/enrichment/c2a972f4-a4fa-4508-910f-3d90b97ec488> , <https://w3id.org/ro-id/enrichment/c47fcb85-7ec1-433b-9155-cb656633f0f6> , <https://w3id.org/ro-id/enrichment/ce8e7a51-3907-47e2-a3b2-1f6751a96d46> , <https://w3id.org/ro-id/enrichment/d7d7cff2-08f2-4188-b0f7-6e668b9e98dc> , <https://w3id.org/ro-id/enrichment/d8200eb0-313d-46d3-beb3-7068f95fa699> , <https://w3id.org/ro-id/enrichment/d8876c4a-b5bc-4d8a-b077-a11131aacf73> , <https://w3id.org/ro-id/enrichment/dcd5a6e3-0c5b-4f41-a42f-ba66a46ebad7> , <https://w3id.org/ro-id/enrichment/e9dfa7fb-dc63-4334-9d1a-7de83e4f7663> , <https://w3id.org/ro-id/enrichment/f529603a-59b3-4f9d-ab99-762c4e33d475> ;
    a <http://purl.org/wf4ever/ro#ResearchObject> , <http://purl.org/wf4ever/roevo#LiveRO> , <http://schema.org/Dataset> , <https://w3id.org/ro/terms/earth-science#ExecutableResearchObject> ;
    <https://w3id.org/ro/terms/earth-science#template> "https://w3id.org/ro/terms/earth-science#ExecutableResearchObjectTemplate" ;
    <https://www.w3.org/ns/iana/link-relations/relation#cite-as> "Cameron Appel, Ethan P. White, and Louisa Van Zeeland. \"Livestock detection using DeepForest (Jupyter Notebook) published in the Environmental Data Science book.\" ROHub. Dec 04 ,2024. https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303." .
  <https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303/folders/4828c52f-a7e9-4f07-b4d7-d14f683a4196> <http://schema.org/hasPart> <https://doi.org/10.5281/zenodo.14279111> , <https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303/resources/832ec27f-3faf-4051-9a42-dfa6d421a6ed> ;
    <http://schema.org/name> "output" ;
    a <http://purl.org/wf4ever/wf4ever#Folder> , <http://schema.org/Dataset> .
  <https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303/folders/709b7582-d7b6-4211-b16e-00a7d0dcbbc1> <http://schema.org/hasPart> <https://edsbook.org/notebooks/gallery/95199651-9e81-4cae-a3a7-66398a9a5f62/notebook.html> , <https://github.com/eds-book-gallery/95199651-9e81-4cae-a3a7-66398a9a5f62/blob/main/notebook.ipynb> , <https://github.com/eds-book-gallery/95199651-9e81-4cae-a3a7-66398a9a5f62/tree/main/.binder/environment.yml> , <https://github.com/eds-book-gallery/95199651-9e81-4cae-a3a7-66398a9a5f62/tree/main/.lock/conda-lock.yml> ;
    <http://schema.org/name> "tool" ;
    a <http://purl.org/wf4ever/wf4ever#Folder> , <http://schema.org/Dataset> .
  <https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303/folders/71a38785-696d-4694-86c5-0710a18f829e> <http://schema.org/hasPart> <https://doi.org/10.7910/DVN/N7GJYU> ;
    <http://schema.org/name> "input" ;
    a <http://purl.org/wf4ever/wf4ever#Folder> , <http://schema.org/Dataset> .
  <https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303/folders/b53ccdbd-22f0-48b6-9515-429c2599d308> <http://schema.org/hasPart> <https://doi.org/https://doi.org/10.1111/2041-210X.13472> ;
    <http://schema.org/name> "biblio" ;
    a <http://purl.org/wf4ever/wf4ever#Folder> , <http://schema.org/Dataset> .
  <https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303/resources/832ec27f-3faf-4051-9a42-dfa6d421a6ed> <http://schema.org/author> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/contentSize> 457238 ;
    <http://schema.org/contentUrl> "https://api.rohub.org/api/resources/832ec27f-3faf-4051-9a42-dfa6d421a6ed/download/" ;
    <http://schema.org/creator> <mailto:environmental.ds.book@gmail.com> ;
    <http://schema.org/dateCreated> "2024-12-04 23:00:16.094540+00:00" ;
    <http://schema.org/dateModified> "2024-12-04 23:00:17.222084+00:00" ;
    <http://schema.org/encodingFormat> "image/png" ;
    <http://schema.org/license> <https://choosealicense.com/no-permission/> ;
    <http://schema.org/name> "Image showing an example of the finetuned model predictions to detect livestock" ;
    <http://schema.org/sdDatePublished> "2024-12-04 23:00:16.094540+00:00" ;
    a <http://purl.org/wf4ever/roterms#Sketch> , <http://purl.org/wf4ever/wf4ever#Resource> , <http://schema.org/MediaObject> .
  <https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303/ro-crate-metadata.json> dct:conformsTo <https://w3id.org/ro/crate/1.1> ;
    <http://schema.org/about> <https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303/> ;
    a <http://schema.org/CreativeWork> .
  <https://w3id.org/ro-id/enrichment/122071c9-0fbd-41a4-84e3-42f33a4f239f> <http://schema.org/name> "aim" ;
    a <https://w3id.org/ro/terms/earth-science#Concept> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "21.489001692047378" ;
    <https://w3id.org/ro/terms/earth-science#score> "12.7" .
  <https://w3id.org/ro-id/enrichment/14a308eb-239e-4a45-aed6-e731da8bf823> <http://schema.org/name> "DeepForest notebook" ;
    a <https://w3id.org/ro/terms/earth-science#Phrase> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "34.64249748237664" ;
    <https://w3id.org/ro/terms/earth-science#score> "34.4" .
  <https://w3id.org/ro-id/enrichment/1764c419-5b28-4103-addd-e61a0fe9cd55> <http://schema.org/name> "research" ;
    a <https://w3id.org/ro/terms/earth-science#Lemma> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "13.348164627363737" ;
    <https://w3id.org/ro/terms/earth-science#score> "12.0" .
  <https://w3id.org/ro-id/enrichment/28efefd0-4e9b-472f-82ba-42def913d35a> <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/2b10718f-aa6a-4f33-bbab-faf4705c85ad> <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" .
  <https://w3id.org/ro-id/enrichment/2f479f20-1458-4e98-a43f-897ce821716e> <http://schema.org/name> "notebook" ;
    a <https://w3id.org/ro/terms/earth-science#Lemma> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "13.125695216907674" ;
    <https://w3id.org/ro/terms/earth-science#score> "11.8" .
  <https://w3id.org/ro-id/enrichment/3299529c-668d-4369-9b5f-7794aae30639> <http://schema.org/name> "object" ;
    a <https://w3id.org/ro/terms/earth-science#Lemma> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "14.571746384872078" ;
    <https://w3id.org/ro/terms/earth-science#score> "13.1" .
  <https://w3id.org/ro-id/enrichment/375d08e2-923e-45a2-9b93-16c5018474ae> <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> "15.609264853977846" ;
    <https://w3id.org/ro/terms/earth-science#score> "15.5" .
  <https://w3id.org/ro-id/enrichment/3b713844-0cd9-4f78-aa42-51a8501a79bb> <http://schema.org/name> "research object" ;
    a <https://w3id.org/ro/terms/earth-science#Phrase> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "34.038267875125875" ;
    <https://w3id.org/ro/terms/earth-science#score> "33.8" .
  <https://w3id.org/ro-id/enrichment/3f6d9a16-d2ca-475e-b17d-195e69a9d71f> <http://schema.org/name> "DeepForest" ;
    a <https://w3id.org/ro/terms/earth-science#Lemma> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "17.797552836484982" ;
    <https://w3id.org/ro/terms/earth-science#score> "16.0" .
  <https://w3id.org/ro-id/enrichment/4d2826bf-887c-4590-83e9-f20cf469b4cc> <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> "6.9" .
  <https://w3id.org/ro-id/enrichment/55b4398a-a839-4859-bf68-150b93a11f02> <http://schema.org/name> "Livestock detection using DeepForest (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> "39.23923923923924" ;
    <https://w3id.org/ro/terms/earth-science#score> "39.2" .
  <https://w3id.org/ro-id/enrichment/603d0ef2-a05d-41e1-93ce-f7c2bf1b62de> <http://schema.org/name> "Livestock detection" ;
    a <https://w3id.org/ro/terms/earth-science#Phrase> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "15.105740181268883" ;
    <https://w3id.org/ro/terms/earth-science#score> "15.0" .
  <https://w3id.org/ro-id/enrichment/7a7a768a-677d-4b92-9d50-e66d05a0f935> <http://schema.org/name> "research" ;
    a <https://w3id.org/ro/terms/earth-science#Concept> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "19.4585448392555" ;
    <https://w3id.org/ro/terms/earth-science#score> "11.5" .
  <https://w3id.org/ro-id/enrichment/7fc378fa-04dd-41bb-85e0-f3f435aabc5d> <http://schema.org/name> "book" ;
    a <https://w3id.org/ro/terms/earth-science#Concept> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "22.84263959390863" ;
    <https://w3id.org/ro/terms/earth-science#score> "13.5" .
  <https://w3id.org/ro-id/enrichment/84f5d546-e13a-49d1-8bcf-7ad003541592> <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> "0.4561961591243744" .
  <https://w3id.org/ro-id/enrichment/85dea908-491f-4156-a275-87898d70bb0e> <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> "0.4561961591243744" .
  <https://w3id.org/ro-id/enrichment/a0d42c24-8009-47a9-8e14-98bccc5be4f3> <http://schema.org/name> "use DeepForest notebook" ;
    a <https://w3id.org/ro/terms/earth-science#Phrase> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "0.6042296072507553" ;
    <https://w3id.org/ro/terms/earth-science#score> "0.6" .
  <https://w3id.org/ro-id/enrichment/c2a972f4-a4fa-4508-910f-3d90b97ec488> <http://schema.org/name> "geology" ;
    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> "0.7395366430282593" .
  <https://w3id.org/ro-id/enrichment/c47fcb85-7ec1-433b-9155-cb656633f0f6> <http://schema.org/name> "notebook" ;
    a <https://w3id.org/ro/terms/earth-science#Concept> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "19.120135363790187" ;
    <https://w3id.org/ro/terms/earth-science#score> "11.3" .
  <https://w3id.org/ro-id/enrichment/ce8e7a51-3907-47e2-a3b2-1f6751a96d46> <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> "0.7395366430282593" .
  <https://w3id.org/ro-id/enrichment/d7d7cff2-08f2-4188-b0f7-6e668b9e98dc> <http://schema.org/name> "The research object refers to the Livestock detection using DeepForest 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> "60.76076076076076" ;
    <https://w3id.org/ro/terms/earth-science#score> "60.7" .
  <https://w3id.org/ro-id/enrichment/d8200eb0-313d-46d3-beb3-7068f95fa699> <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/d8876c4a-b5bc-4d8a-b077-a11131aacf73> <http://schema.org/name> "detection" ;
    a <https://w3id.org/ro/terms/earth-science#Concept> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "17.089678510998308" ;
    <https://w3id.org/ro/terms/earth-science#score> "10.1" .
  <https://w3id.org/ro-id/enrichment/dcd5a6e3-0c5b-4f41-a42f-ba66a46ebad7> <http://schema.org/name> "detection" ;
    a <https://w3id.org/ro/terms/earth-science#Lemma> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "11.345939933259174" ;
    <https://w3id.org/ro/terms/earth-science#score> "10.2" .
  <https://w3id.org/ro-id/enrichment/e9dfa7fb-dc63-4334-9d1a-7de83e4f7663> <http://schema.org/name> "book" ;
    a <https://w3id.org/ro/terms/earth-science#Lemma> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "12.235817575083425" ;
    <https://w3id.org/ro/terms/earth-science#score> "11.0" .
  <https://w3id.org/ro-id/enrichment/f529603a-59b3-4f9d-ab99-762c4e33d475> <http://schema.org/name> "Environmental Data Science" ;
    a <https://w3id.org/ro/terms/earth-science#Lemma> ;
    <https://w3id.org/ro/terms/earth-science#normScore> "17.575083426028918" ;
    <https://w3id.org/ro/terms/earth-science#score> "15.8" .
  <mailto:c.appel@qmul.ac.uk> <http://schema.org/affiliation> "Queen Mary University London" ;
    <http://schema.org/email> "c.appel@qmul.ac.uk" ;
    <http://schema.org/name> "Cameron Appel" ;
    a <http://xmlns.com/foaf/0.1/Agent> .
  <mailto:environmental.ds.book@gmail.com> <http://schema.org/name> "Environmental Data Science Book Community" ;
    a <http://xmlns.com/foaf/0.1/Agent> .
}
sub:provenance {
  sub:assertion prov:wasDerivedFrom <https://api.rohub.org/api/ros/7ad44bec-6784-437f-b5f3-2199b43a5303/crate/download/ro-crate-metadata.json> .
}
sub:pubinfo {
  this: dct:created "2025-11-10T15:54:22.476+01:00"^^xsd:dateTime ;
    npx:introduces <https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303/> ;
    a npx:RoCrateNanopub ;
    rdfs:label "Livestock detection using DeepForest (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 "wpypqvBdpM626uoZ5xaEGGDKGlNvMugvxXGbnmqKLcAPLxy3yMklkZkDLGE7PqN2sMPowuFbblnE6PDRYd4w0+zud5qq+xj0RiHcpRw98lqp2mWoTjiSCYatI9CNVSyjNQEiPc+h1+mdA8KZwi8ljryTtk7bHVbO8SzP3bXjOoVT0aguX+QKmeDmYVeN0BebXQ6t54tz4R0P3H/2hOc6kyiVaLoCQWeM1BVmBsT40W8OF8xv0KDyC082+M04GE07n0qflBob5qiyjqKnN3+si6F//ve8izlgrHBwSdRfgol/g20CiUOifSPoyRca/nC+U/nMH70PHxHfWf9k3T4OXw==" ;
    npx:hasSignatureTarget this: ;
    npx:signedBy <https://w3id.org/kpxl/gen/terms/RoCrateBot> .
}