Nanopublication

< Home

ID

https://w3id.org/np/RAiBlkn6nUPn0yG49dUjCaJbcCEVg3wyDV5rSpBfiPPdE

Formats

.trig | .trig.txt | .jelly | .jelly.txt | .jsonld | .jsonld.txt | .nq | .nq.txt | .xml | .xml.txt

Content

@prefix this: <https://w3id.org/np/RAiBlkn6nUPn0yG49dUjCaJbcCEVg3wyDV5rSpBfiPPdE> .
@prefix sub: <https://w3id.org/np/RAiBlkn6nUPn0yG49dUjCaJbcCEVg3wyDV5rSpBfiPPdE/> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix dct: <http://purl.org/dc/terms/> .
@prefix pav: <http://purl.org/pav/> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdfg: <http://www.w3.org/2004/03/trix/rdfg-1/> .
@prefix dce: <http://purl.org/dc/elements/1.1/> .
@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: a np:Nanopublication;
    np:hasAssertion sub:assertion;
    np:hasProvenance sub:provenance;
    np:hasPublicationInfo sub:pubinfo .
}

sub:assertion {
  <http://eurovoc.europa.eu/2919> a <http://schema.org/DefinedTerm>;
    <http://schema.org/description> "";
    <http://schema.org/name> "Environmental research" .
  
  <https://doi.org/10.5281/zenodo.14279111> a <http://purl.org/wf4ever/wf4ever#Dataset>,
      <http://purl.org/wf4ever/wf4ever#Resource>, <http://schema.org/MediaObject>;
    <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> "2025-05-27 16:35:03.254191+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" .
  
  <https://doi.org/10.7910/DVN/N7GJYU> a <http://purl.org/wf4ever/wf4ever#Dataset>,
      <http://purl.org/wf4ever/wf4ever#Resource>, <http://schema.org/MediaObject>;
    <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> "2025-05-27 16:35:06.200531+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" .
  
  <https://doi.org/https://doi.org/10.1111/2041-210X.13472> a dct:BibliographicResource,
      <http://purl.org/wf4ever/wf4ever#Resource>, <http://schema.org/MediaObject>;
    <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> "2025-05-27 16:35:05.826222+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" .
  
  <https://edsbook.org/notebooks/gallery/95199651-9e81-4cae-a3a7-66398a9a5f62/notebook.html>
    a <http://purl.org/wf4ever/wf4ever#Resource>, <http://schema.org/MediaObject>, <https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115/Publication>;
    <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> "2025-05-27 16:35:02.667781+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" .
  
  <https://github.com/eds-book-gallery/95199651-9e81-4cae-a3a7-66398a9a5f62/blob/main/notebook.ipynb>
    a <http://purl.org/wf4ever/wf4ever#Resource>, <http://schema.org/MediaObject>, <https://w3id.org/ro/terms/earth-science#JupyterNotebook>;
    <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> "2025-05-27 16:35:06.011452+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";
    <https://schema.org/softwareRequirements> <https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115/resources/fbfa3d6e-b195-4d4f-b45d-fb54cee30827> .
  
  <https://github.com/eds-book-gallery/95199651-9e81-4cae-a3a7-66398a9a5f62/tree/main/.binder/environment.yml>
    a <http://purl.org/wf4ever/wf4ever#Resource>, <http://schema.org/MediaObject>;
    <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> "2025-05-27 16:35:06.383709+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" .
  
  <https://github.com/eds-book-gallery/95199651-9e81-4cae-a3a7-66398a9a5f62/tree/main/.lock/conda-lock.yml>
    a <http://purl.org/wf4ever/wf4ever#Resource>, <http://schema.org/MediaObject>;
    <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> "2025-05-27 16:35:04.906382+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" .
  
  <https://orcid.org/0000-0001-6728-7745> a <http://xmlns.com/foaf/0.1/Agent>;
    <http://schema.org/affiliation> "University of Florida";
    <http://schema.org/email> "ethanwhite@ufl.edu";
    <http://schema.org/name> "Ethan P. White";
    <https://w3id.org/dingo#orcid> "0000-0001-6728-7745" .
  
  <https://orcid.org/0009-0005-0392-4377> a <http://xmlns.com/foaf/0.1/Agent>;
    <http://schema.org/affiliation> "The Alan Turing Institute";
    <http://schema.org/email> "lvanzeeland@turing.ac.uk";
    <http://schema.org/name> "Louisa Van Zeeland";
    <https://w3id.org/dingo#orcid> "0009-0005-0392-4377" .
  
  <https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115/> a <http://purl.org/wf4ever/ro#ResearchObject>,
      <http://purl.org/wf4ever/roevo#ForkedRO>, <http://purl.org/wf4ever/roevo#LiveRO>,
      <http://schema.org/Dataset>, <https://w3id.org/ro/terms/earth-science#ExecutableResearchObject>;
    <http://purl.org/wf4ever/roevo#forkedAtTime> "2025-05-27 16:35:09.245985+00:00";
    <http://purl.org/wf4ever/roevo#forkedBy> <https://orcid.org/0000-0002-1784-2920>;
    <http://schema.org/about> <http://eurovoc.europa.eu/2919>;
    <http://schema.org/author> <mailto:c.appel@qmul.ac.uk>;
    <http://schema.org/contentSize> "0"^^xsd:integer;
    <http://schema.org/contentUrl> "https://api.rohub.org/api/ros/5784402a-b47e-4560-b6ef-c9fecfef2115/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 11:37:23.082870+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/5784402a-b47e-4560-b6ef-c9fecfef2115/folders/4e5bb49f-4e72-4006-8dd1-96274de292f9>,
      <https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115/folders/54277cdc-dda4-468f-9c6b-0f159d2b0425>,
      <https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115/folders/5e8c4b35-3c26-402d-9cce-30b1c9ee8b65>,
      <https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115/folders/b6e14583-f0d4-472f-a6e9-0342005869c3>;
    <http://schema.org/identifier> "https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115";
    <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 - fork",
      "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/034a91ce-c62d-472c-92a6-c87722aa8799>,
      <https://w3id.org/ro-id/enrichment/1c5ec2d6-c115-4c94-8130-503855145442>, <https://w3id.org/ro-id/enrichment/353dea9c-ee51-4c3a-9415-aa255553747c>,
      <https://w3id.org/ro-id/enrichment/39f15aed-550a-41a2-bb57-ac6877c29101>, <https://w3id.org/ro-id/enrichment/3d604899-08dd-4e7d-a6d9-3c5e843c417c>,
      <https://w3id.org/ro-id/enrichment/48036117-5878-437e-b479-00dd05f58852>, <https://w3id.org/ro-id/enrichment/54a00d82-f1f1-476f-bec4-07fccc479354>,
      <https://w3id.org/ro-id/enrichment/5e8cc074-79e4-4105-9962-acc5f30c0b55>, <https://w3id.org/ro-id/enrichment/66545dee-3e0f-4772-9912-6088ec3d5799>,
      <https://w3id.org/ro-id/enrichment/68128b5b-ce08-4d6a-b924-1d22f5141357>, <https://w3id.org/ro-id/enrichment/6b5a98a5-e47d-4684-a39c-5677b6443e95>,
      <https://w3id.org/ro-id/enrichment/7849e9ed-0cc3-446b-adf5-d3314dea95b2>, <https://w3id.org/ro-id/enrichment/799b01f6-befd-4ecb-86bf-ef03065fda51>,
      <https://w3id.org/ro-id/enrichment/8a9287a1-6c5a-4a0c-9182-2e64b06c0c2c>, <https://w3id.org/ro-id/enrichment/a589f53c-4b76-4f99-bc59-83cecb5f2e7d>,
      <https://w3id.org/ro-id/enrichment/a69e511c-bfd5-49ff-b56a-14c22ec28a12>, <https://w3id.org/ro-id/enrichment/aa2e1233-2e07-4492-8502-b380bd2ae6c4>,
      <https://w3id.org/ro-id/enrichment/b61527a2-2bf5-4af3-943a-8bcbd7ee6a80>, <https://w3id.org/ro-id/enrichment/b892272e-6561-4a9c-ae41-a633a0b9bfc8>,
      <https://w3id.org/ro-id/enrichment/beb4a2c9-c37e-4e14-9a75-1f0eed7c7a97>, <https://w3id.org/ro-id/enrichment/c0723473-4722-4e25-b334-8a0518372c3e>,
      <https://w3id.org/ro-id/enrichment/c3496ab2-e4bc-4f68-a842-cc92a142d46e>, <https://w3id.org/ro-id/enrichment/d7d3b500-3ea7-48be-a2c2-fb69d1e1fb99>,
      <https://w3id.org/ro-id/enrichment/d8dc812d-f02f-4bf8-b620-8bd4551d6bb3>, <https://w3id.org/ro-id/enrichment/de220e70-2030-4044-8978-09586718d4f0>,
      <https://w3id.org/ro-id/enrichment/e71f92f1-c362-4d1c-9390-4c1bbf2cb872>, <https://w3id.org/ro-id/enrichment/fbf84119-07a9-44b7-8f63-103888b11b92>;
    prov:wasDerivedFrom <https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303>;
    <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/5784402a-b47e-4560-b6ef-c9fecfef2115." .
  
  <https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115/folders/4e5bb49f-4e72-4006-8dd1-96274de292f9>
    a <http://purl.org/wf4ever/wf4ever#Folder>, <http://schema.org/Dataset>;
    <http://schema.org/hasPart> <https://doi.org/https://doi.org/10.1111/2041-210X.13472>;
    <http://schema.org/name> "biblio" .
  
  <https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115/folders/54277cdc-dda4-468f-9c6b-0f159d2b0425>
    a <http://purl.org/wf4ever/wf4ever#Folder>, <http://schema.org/Dataset>;
    <http://schema.org/hasPart> <https://doi.org/10.7910/DVN/N7GJYU>;
    <http://schema.org/name> "input" .
  
  <https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115/folders/5e8c4b35-3c26-402d-9cce-30b1c9ee8b65>
    a <http://purl.org/wf4ever/wf4ever#Folder>, <http://schema.org/Dataset>;
    <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" .
  
  <https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115/folders/b6e14583-f0d4-472f-a6e9-0342005869c3>
    a <http://purl.org/wf4ever/wf4ever#Folder>, <http://schema.org/Dataset>;
    <http://schema.org/hasPart> <https://doi.org/10.5281/zenodo.14279111>, <https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115/resources/be0e3c95-22ac-43b2-881c-fa9fbb619079>;
    <http://schema.org/name> "output" .
  
  <https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115/resources/be0e3c95-22ac-43b2-881c-fa9fbb619079>
    a <http://purl.org/wf4ever/roterms#Sketch>, <http://purl.org/wf4ever/wf4ever#Resource>,
      <http://schema.org/MediaObject>;
    <http://schema.org/author> <mailto:environmental.ds.book@gmail.com>;
    <http://schema.org/contentSize> "457238"^^xsd:integer;
    <http://schema.org/contentUrl> "https://api.rohub.org/api/resources/be0e3c95-22ac-43b2-881c-fa9fbb619079/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> "2025-05-27 16:35:04.073369+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" .
  
  <https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115/ro-crate-metadata.json>
    a <http://schema.org/CreativeWork>;
    dct:conformsTo <https://w3id.org/ro/crate/1.1>;
    <http://schema.org/about> <https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115/> .
  
  <https://w3id.org/ro-id/7ad44bec-6784-437f-b5f3-2199b43a5303> a <http://purl.org/wf4ever/ro#ResearchObject> .
  
  <https://w3id.org/ro-id/enrichment/034a91ce-c62d-472c-92a6-c87722aa8799> a <https://w3id.org/ro/terms/earth-science#Lemma>;
    <http://schema.org/name> "object";
    <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/1c5ec2d6-c115-4c94-8130-503855145442> a <https://w3id.org/ro/terms/earth-science#Concept>;
    <http://schema.org/name> "research";
    <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/353dea9c-ee51-4c3a-9415-aa255553747c> a <https://w3id.org/ro/terms/earth-science#Lemma>;
    <http://schema.org/name> "detection";
    <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/39f15aed-550a-41a2-bb57-ac6877c29101> a <https://w3id.org/ro/terms/earth-science#Concept>;
    <http://schema.org/name> "book";
    <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/3d604899-08dd-4e7d-a6d9-3c5e843c417c> a <https://w3id.org/ro/terms/earth-science#Phrase>;
    <http://schema.org/name> "Livestock detection";
    <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/48036117-5878-437e-b479-00dd05f58852> a <https://w3id.org/ro/terms/earth-science#Sentence>;
    <http://schema.org/name> "The research object refers to the Livestock detection using DeepForest notebook published in the Environmental Data Science book.";
    <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/54a00d82-f1f1-476f-bec4-07fccc479354> a <https://w3id.org/ro/terms/earth-science#Lemma>;
    <http://schema.org/name> "notebook";
    <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/5e8cc074-79e4-4105-9962-acc5f30c0b55> a <https://w3id.org/ro/terms/earth-science#Lemma>;
    <http://schema.org/name> "DeepForest";
    <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/66545dee-3e0f-4772-9912-6088ec3d5799> a <https://w3id.org/ro/terms/earth-science#FieldOfResearch>;
    <http://schema.org/name> "geology";
    <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/68128b5b-ce08-4d6a-b924-1d22f5141357> a <https://w3id.org/ro/terms/earth-science#Lemma>;
    <http://schema.org/name> "research";
    <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/6b5a98a5-e47d-4684-a39c-5677b6443e95> a <https://w3id.org/ro/terms/earth-science#Phrase>;
    <http://schema.org/name> "research object";
    <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/7849e9ed-0cc3-446b-adf5-d3314dea95b2> a <https://w3id.org/ro/terms/earth-science#Concept>;
    <http://schema.org/name> "notebook";
    <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/799b01f6-befd-4ecb-86bf-ef03065fda51> a <https://w3id.org/ro/terms/earth-science#FieldOfResearch>;
    <http://schema.org/name> "earth sciences";
    <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/8a9287a1-6c5a-4a0c-9182-2e64b06c0c2c> a <https://w3id.org/ro/terms/earth-science#NASA>;
    <http://schema.org/name> "geosciences";
    <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/a589f53c-4b76-4f99-bc59-83cecb5f2e7d> a <https://w3id.org/ro/terms/earth-science#Phrase>;
    <http://schema.org/name> "use DeepForest notebook";
    <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/a69e511c-bfd5-49ff-b56a-14c22ec28a12> a <https://w3id.org/ro/terms/earth-science#Sentence>;
    <http://schema.org/name> "Livestock detection using DeepForest (Jupyter Notebook) published in the Environmental Data Science book.";
    <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/aa2e1233-2e07-4492-8502-b380bd2ae6c4> a <https://w3id.org/ro/terms/earth-science#IPTC>;
    <http://schema.org/name> "Book industry";
    <https://w3id.org/ro/terms/earth-science#path> "Economy, business and finance/Economic sector/Media/Book industry" .
  
  <https://w3id.org/ro-id/enrichment/b61527a2-2bf5-4af3-943a-8bcbd7ee6a80> a <https://w3id.org/ro/terms/earth-science#Lemma>;
    <http://schema.org/name> "Environmental Data Science";
    <https://w3id.org/ro/terms/earth-science#normScore> "17.575083426028918";
    <https://w3id.org/ro/terms/earth-science#score> "15.8" .
  
  <https://w3id.org/ro-id/enrichment/b892272e-6561-4a9c-ae41-a633a0b9bfc8> a <https://w3id.org/ro/terms/earth-science#Phrase>;
    <http://schema.org/name> "Environmental Data Science book";
    <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/beb4a2c9-c37e-4e14-9a75-1f0eed7c7a97> a <https://w3id.org/contentdesc#Domain>;
    <http://schema.org/name> "publishing";
    <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/c0723473-4722-4e25-b334-8a0518372c3e> a <https://w3id.org/ro/terms/earth-science#Lemma>;
    <http://schema.org/name> "book";
    <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/c3496ab2-e4bc-4f68-a842-cc92a142d46e> a <https://w3id.org/ro/terms/earth-science#Concept>;
    <http://schema.org/name> "detection";
    <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/d7d3b500-3ea7-48be-a2c2-fb69d1e1fb99> a <https://w3id.org/ro/terms/earth-science#Phrase>;
    <http://schema.org/name> "DeepForest notebook";
    <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/d8dc812d-f02f-4bf8-b620-8bd4551d6bb3> a <https://w3id.org/ro/terms/earth-science#IPTC>;
    <http://schema.org/name> "Language";
    <https://w3id.org/ro/terms/earth-science#path> "Arts, culture and entertainment/Culture/Language" .
  
  <https://w3id.org/ro-id/enrichment/de220e70-2030-4044-8978-09586718d4f0> a <https://w3id.org/ro/terms/earth-science#NASA>;
    <http://schema.org/name> "geophysics";
    <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/e71f92f1-c362-4d1c-9390-4c1bbf2cb872> a <https://w3id.org/ro/terms/earth-science#IPTC>;
    <http://schema.org/name> "Literature";
    <https://w3id.org/ro/terms/earth-science#path> "Arts, culture and entertainment/Arts and entertainment/Literature" .
  
  <https://w3id.org/ro-id/enrichment/fbf84119-07a9-44b7-8f63-103888b11b92> a <https://w3id.org/ro/terms/earth-science#Concept>;
    <http://schema.org/name> "aim";
    <https://w3id.org/ro/terms/earth-science#normScore> "21.489001692047378";
    <https://w3id.org/ro/terms/earth-science#score> "12.7" .
  
  <mailto:c.appel@qmul.ac.uk> a <http://xmlns.com/foaf/0.1/Agent>;
    <http://schema.org/affiliation> "Queen Mary University London";
    <http://schema.org/email> "c.appel@qmul.ac.uk";
    <http://schema.org/name> "Cameron Appel" .
}

sub:provenance {
  sub:assertion prov:wasDerivedFrom <https://api.rohub.org/api/ros/5784402a-b47e-4560-b6ef-c9fecfef2115/crate/download/ro-crate-metadata.json> .
}

sub:pubinfo {
  this: a npx:RoCrateNanopub;
    dct:created "2025-11-10T14:21:12.030+01:00"^^xsd:dateTime;
    npx:introduces <https://w3id.org/ro-id/5784402a-b47e-4560-b6ef-c9fecfef2115/>;
    rdfs:label "Livestock detection using DeepForest (Jupyter Notebook) published in the Environmental Data Science book - fork" .
  
  sub:sig npx:hasAlgorithm "RSA";
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA4pPaESKwmC6l37P86K6TNLq6yeQtc7m9CvcqauLs/1FC0viHvQnFBgxj0a+loPDv/Egwe6OqFpa0iW9Ypnyz9YPoh+pxbRXonbuMOb+8Ry9hXZ+TEKfWjhjVDGEaClwfRwglh2HI/xfV4CD9AgvDOEoZQiyta8a90PYwJ3G6e70oCHTn61+OWTkI9KRYHOYgg3btdy2Z7q/30PTFawb2ZT5aIfIJYobUYv2a7yhtcqWCHZeKv0bxGnRjTFNx1rscBMlLJSzvRtpQc1cCRVEPFZHo1adaXCI9tGvn4cxeNQ96y8dxkN1XhpaJairde+23MDzf42Oe97KG2HYzKiyVnQIDAQAB";
    npx:hasSignature "rb8qlED+qelMF2z+Pv/tQk14ea3LM0dPirw7XAwAFYo4BadrkV2zxHgdl8F6+uHnRLLMmZRCgk0Osoob7k2GN+lqG5P6L5Xse6958VJZaq5agYpt0cekXLh1Tua2jMVduAMZP6bUEDAfLwLHfPYo3xGm4dx2RD0mcF771BayxnvALocjiU7KEY4ETWFxjrUaKMJF253RhNzCJfp/N11B3KGfh8HDSkeWfcYcugaW4gsnjYSV40MSm1IS3ibv6QDSDVb6lODxDoCrWRIAPMWGV2oVuz1I596g6X/IOxJkQClrh3warg7PHewhCEivzZTi5gYvnVTnp6O3SfdEs9sRZA==";
    npx:hasSignatureTarget this:;
    npx:signedBy <https://w3id.org/kpxl/gen/terms/RoCrateBot> .
}