. . . . . "http://doi.org/10.1109/IGARSS47720.2021.9553499" . . "2022-09-21 22:55:46.631043+00:00" . "2022-09-21 22:55:50.115535+00:00" . "Related publication of the exploration presented in the Jupyter notebook" . . "Global land use / land cover with Sentinel 2 and deep learning" . "2022-09-21 22:55:46.631043+00:00" . . . . "" . "Geography" . . "" . "Environmental research" . . . "https://doi.org/10.5281/zenodo.7101976" . . "2022-09-21 22:55:41.737294+00:00" . "2022-09-21 22:55:43.928184+00:00" . "Contains outputs, (figures and tables), generated in the Jupyter notebook of Exploring Land Cover Data (Impact Observatory)" . . "Outputs" . "2022-09-21 22:55:41.737294+00:00" . . . . . "https://edsbook.org/notebooks/gallery/b128b282-dee7-44a7-bc21-f1fd21452a83/notebook.html" . . "2022-09-23 08:45:44.438607+00:00" . "2023-03-20 18:50:35.195590+00:00" . "Rendered version of the Jupyter Notebook hosted by the Environmental Data Science Book" . "text/html" . . "Online rendered version of the Jupyter notebook" . "2022-09-23 08:45:44.438607+00:00" . . . . . "https://github.com/eds-book-gallery/b128b282-dee7-44a7-bc21-f1fd21452a83/tree/master/.lock/conda-linux-64.lock" . . "2022-09-23 08:45:49.944297+00:00" . "2023-03-20 18:46:09.200315+00:00" . "Lock conda file for linux-64 OS of the Jupyter notebook hosted by the Environmental Data Science Book" . . "Lock conda file for linux-64" . "2022-09-23 08:45:49.944297+00:00" . . . . "https://github.com/eds-book-gallery/b128b282-dee7-44a7-bc21-f1fd21452a83/tree/master/.lock/conda-osx-64.lock" . . "2022-09-23 08:45:54.442299+00:00" . "2023-03-20 18:47:23.532009+00:00" . "Lock conda file for osx-64 OS of the Jupyter notebook hosted by the Environmental Data Science Book" . . "Lock conda file for osx-64" . "2022-09-23 08:45:54.442299+00:00" . . . . "https://github.com/eds-book-gallery/b128b282-dee7-44a7-bc21-f1fd21452a83/tree/master/.lock/conda-win-64.lock" . . "2022-09-23 08:45:58.830681+00:00" . "2023-03-20 18:47:40.574799+00:00" . "Lock conda file for win-64 OS of the Jupyter notebook hosted by the Environmental Data Science Book" . . "Lock conda file for win-64" . "2022-09-23 08:45:58.830681+00:00" . . . . "https://planetarycomputer.microsoft.com/api/stac/v1/collections/io-lulc" . . "2022-09-21 22:55:36.625617+00:00" . "2022-09-21 22:55:38.949126+00:00" . "Contains input of the Jupyter Notebook - Exploring Land Cover Data (Impact Observatory) used in the Jupyter notebook of Exploring Land Cover Data (Impact Observatory)" . . "Input of the Jupyter Notebook - Exploring Land Cover Data (Impact Observatory)" . "2022-09-21 22:55:36.625617+00:00" . . . . . "https://raw.githubusercontent.com/eds-book-gallery/b128b282-dee7-44a7-bc21-f1fd21452a83/main/.binder/environment.yml" . . "2022-09-23 08:47:58.692539+00:00" . "2023-03-20 18:47:53.673579+00:00" . "Conda environment when user want to have the same libraries installed without concerns of package versions" . . "Conda environment" . "2022-09-23 08:47:58.692539+00:00" . . . . "https://raw.githubusercontent.com/eds-book-gallery/b128b282-dee7-44a7-bc21-f1fd21452a83/main/notebook.ipynb" . . "2022-09-21 22:55:31.029870+00:00" . "2023-03-20 18:52:49.768277+00:00" . "Jupyter Notebook hosted by the Environmental Data Science Book" . . "Jupyter notebook" . "2022-09-21 22:55:31.029870+00:00" . . . . . "False" . . "2023-03-20 18:53:30.021775+00:00" . . . . "POLYGON ((-57.9018018018018 -15.127927927927928, -57.9018018018018 -9.27207207207207, -54.2981981981982 -9.27207207207207, -54.2981981981982 -15.127927927927928, -57.9018018018018 -15.127927927927928))" . "-57.9018018018018 -15.127927927927928, -57.9018018018018 -9.27207207207207, -54.2981981981982 -9.27207207207207, -54.2981981981982 -15.127927927927928, -57.9018018018018 -15.127927927927928" . . . "eb3467c7-67e2-4493-88db-61341fe5856c" . "POLYGON ((-57.9018018018018 -15.127927927927928, -57.9018018018018 -9.27207207207207, -54.2981981981982 -9.27207207207207, -54.2981981981982 -15.127927927927928, -57.9018018018018 -15.127927927927928))" . . . . . . . . . "613718"^^ . "https://api.rohub.org/api/ros/b128b282-dee7-44a7-bc21-f1fd21452a83/crate/download/" . . . . . "2022-09-21 22:54:53.791364+00:00" . "2025-10-18 11:20:58.538210+00:00" . "2022-09-21 22:54:53.791364+00:00" . "The research object refers to the Exploring Land Cover Data (Impact Observatory) notebook published in the Environmental Data Science book." . "application/ld+json" . . . . . "https://w3id.org/ro-id/b128b282-dee7-44a7-bc21-f1fd21452a83" . "Environmental Science" . . "Jupyter Notebook" . "Exploring Land Cover Data (Impact Observatory) (Jupyter Notebook) published in the Environmental Data Science book" . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "http://w3id.org/ro/earth-science#ExecutableResearchObjectTemplate" . . . . . . . "James Millington, Amandine Debus, and Anne Foilloux. \"Exploring Land Cover Data (Impact Observatory) (Jupyter Notebook) published in the Environmental Data Science book.\" ROHub. Sep 21 ,2022. https://w3id.org/ro-id/b128b282-dee7-44a7-bc21-f1fd21452a83." . . "POLYGON ((-57.9018018018018 -15.127927927927928, -57.9018018018018 -9.27207207207207, -54.2981981981982 -9.27207207207207, -54.2981981981982 -15.127927927927928, -57.9018018018018 -15.127927927927928))" . . . . . . . . . "tool" . . . . . "output" . . . . "input" . . . . . "biblio" . . . . "606454"^^ . "https://api.rohub.org/api/resources/85bd56fb-76d5-487b-a256-c06cc5034b61/download/" . . "2022-09-21 22:55:23.004177+00:00" . "2022-09-21 22:55:27.232248+00:00" . "image/png" . . "Image showing interactive plot of global monthly precipitation mean computed from NCEP/NCAR reanalysis dataset" . "2022-09-21 22:55:23.004177+00:00" . . . . . . . "False" . . "2022-10-31 19:41:28.248676+00:00" . . . . "aim" . . "15.026833631484795" . "8.4" . "geophysics" . . "100.0" . "0.7759513258934021" . "Impact Observatory" . . "14.066496163682864" . "11.0" . "land cover data" . . "2.107481559536354" . "2.0" . "notebook" . . "23.076923076923077" . "12.9" . "research" . . "14.45012787723785" . "11.3" . "data science book" . . "28.134878819810325" . "26.7" . "Science and technology" . . "Science and technology" . "computer science" . . "45.238095238095234" . "5.7" . "environmental data science book" . . "2.3182297154899896" . "2.2" . "environmental science and management" . . "100.0" . "0.7133293151855469" . "data" . . "17.53130590339893" . "9.8" . "The research object refers to the Exploring Land Cover Data (Impact Observatory) notebook published in the Environmental Data Science book." . . "60.96096096096096" . "60.9" . "Plant" . . "Human interest/Plant" . "research object" . . "49.104320337197045" . "46.6" . "research" . . "19.141323792486585" . "10.7" . "Environmental Data Science book" . . "18.33508956796628" . "17.4" . "notebook" . . "17.774936061381073" . "13.9" . "book" . . "25.22361359570662" . "14.1" . "book" . . "18.542199488491047" . "14.5" . "Language" . . "Arts, culture and entertainment/Culture/Language" . "geosciences" . . "100.0" . "0.7759513258934021" . "Exploring Land Cover Data (Impact Observatory) (Jupyter Notebook) published in the Environmental Data Science book." . . "39.03903903903904" . "39.0" . "environmental sciences" . . "100.0" . "0.7133293151855469" . "object" . . "11.636828644501279" . "9.1" . "Exploring Land Cover Data" . . "12.78772378516624" . "10.0" . "Environmental Data Science" . . "10.741687979539641" . "8.4" . "Literature" . . "Arts, culture and entertainment/Arts and entertainment/Literature" . "publishing" . . "54.76190476190476" . "6.9" . "2022-10-24 19:29:27.162695+00:00" . . . . . . . "https://www.impactobservatory.com/static/lulc_methodology_accuracy-ee742a0a389a85a0d4e7295941504ac2.pdf" . . "2022-09-21 22:55:53.343618+00:00" . "2022-09-21 22:55:56.645195+00:00" . "Related publication of the exploration presented in the Jupyter notebook" . "application/pdf" . . "Impact Observatory - Methodology & Accuracy Summary" . "2022-09-21 22:55:53.343618+00:00" . . . . "University of Cambridge" . "aed58@cam.ac.uk" . "Amandine Debus" . . "Nordic e-Infrastructure Collaboration (NeIC)" . "annefou@geo.uio.no" . "Anne Fouilloux" . . "0000-0002-1784-2920" . "environmental.ds.book@gmail.com" . "Environmental Data Science Book Community" . "The Environmental Data Science Community" . . . "King's College London" . "james.millington@kcl.ac.uk" . "James Millington" . . "service-account-enrichment" . . . "2025-11-11T16:29:44.142+01:00"^^ . . . "Exploring Land Cover Data (Impact Observatory) (Jupyter Notebook) published in the Environmental Data Science book" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA4pPaESKwmC6l37P86K6TNLq6yeQtc7m9CvcqauLs/1FC0viHvQnFBgxj0a+loPDv/Egwe6OqFpa0iW9Ypnyz9YPoh+pxbRXonbuMOb+8Ry9hXZ+TEKfWjhjVDGEaClwfRwglh2HI/xfV4CD9AgvDOEoZQiyta8a90PYwJ3G6e70oCHTn61+OWTkI9KRYHOYgg3btdy2Z7q/30PTFawb2ZT5aIfIJYobUYv2a7yhtcqWCHZeKv0bxGnRjTFNx1rscBMlLJSzvRtpQc1cCRVEPFZHo1adaXCI9tGvn4cxeNQ96y8dxkN1XhpaJairde+23MDzf42Oe97KG2HYzKiyVnQIDAQAB" . "LjzdIif+1yoTugpMOEnbANBRvw7J5E9qzPM5+7RPuzz2PmlwovD0ZV/rHNuYo/kY1i0flcMj4T7l5KcblC6rSayw6SvPc67wlJeUt0TKwHEUZsIR/tN0K2MCsTUaI0eq7h0U/XEBVo0c9JFqrURMk2MefNExA6b4PMpJyWa4QmbdMhPw6zYAGR1N5jp30K+G1395UC4gtERLf9V2jvJA9QP6YW687kGjLHR14S6ca5r0lq/bE/S9Kx6r6EDw7MZjM+Dt8o+pC4icWJo76jWJ3WP7IhNMkEAJmXxNXEaHE0u0zLtz5IYfzXKb+cgw91xA036jzDJFcM+ntq47rx8ooA==" . . .