. . . . "" . "Environmental research" . . "" . "Climatology" . . . "https://doi.org/10.1038/s41467-021-25257-4" . . "2022-04-03 22:38:18.897063+00:00" . "2023-05-03 07:35:16.322840+00:00" . "Related publication of the modelling presented in the Jupyter notebook" . . "Seasonal Arctic sea ice forecasting with probabilistic deep learning" . "2022-04-03 22:38:18.897063+00:00" . . . . . "https://doi.org/10.5281/zenodo.5516869" . . "2022-04-03 22:38:16.031702+00:00" . "2023-05-03 07:35:16.444914+00:00" . "Contains input Dataset for IceNet's demo notebook used in the Jupyter notebook of Sea ice forecasting using IceNet" . . "Input Dataset for IceNet's demo notebook" . "2022-04-03 22:38:16.031702+00:00" . . . . . "https://doi.org/10.5281/zenodo.6410246" . . "2022-04-03 22:38:17.386248+00:00" . "2023-05-03 07:35:18.250407+00:00" . "Contains outputs, (table and figures), generated in the Jupyter notebook of Sea ice forecasting using IceNet" . . "Outputs" . "2022-04-03 22:38:17.386248+00:00" . . . . . "https://doi.org/10.5285/71820e7d-c628-4e32-969f-464b7efb187c" . . "2022-04-03 22:38:14.669821+00:00" . "2023-05-03 07:35:13.334396+00:00" . "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" . . "Input Forecasts, neural networks, and results from the paper: 'Seasonal Arctic sea ice forecasting with probabilistic deep learning'" . "2022-04-03 22:38:14.669821+00:00" . . . . . "https://edsbook.org/notebooks/gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/notebook.html" . . "2022-04-03 22:38:31.388108+00:00" . "2023-05-03 07:35:18.659977+00:00" . "Rendered version of the Jupyter Notebook hosted by the Environmental Data Science Book" . "text/html" . . "Online rendered version of the Jupyter notebook" . "2022-04-03 22:38:31.388108+00:00" . . . . . "https://github.com/eds-book-gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/blob/main/.lock/conda-linux-64.lock" . . "2022-04-03 22:38:32.938456+00:00" . "2023-05-03 07:35:15.927763+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" . "2022-04-03 22:38:32.938456+00:00" . . . . "https://github.com/eds-book-gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/blob/main/.lock/conda-osx-64.lock" . . "2022-04-03 22:38:34.714518+00:00" . "2023-05-03 07:35:28.997976+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" . "2022-04-03 22:38:34.714518+00:00" . . . "Simula Research Laboratory" . "annef@simula.no" . "Anne Fouilloux" . . "0000-0002-1784-2920" . . "https://raw.githubusercontent.com/Environmental-DS-Book/polar-modelling-icenet/main/.binder/environment.yml" . . "2022-04-03 22:38:36.253117+00:00" . "2023-05-03 07:35:18.424859+00:00" . "Conda environment when user want to have the same libraries installed without concerns of package versions" . . "Conda environment" . "2022-04-03 22:38:36.253117+00:00" . . . . "https://raw.githubusercontent.com/eds-book-gallery/ac327c3a-5264-40a2-8c6e-1e8d7c4b37ef/main/notebook.ipynb" . . "2022-04-03 22:38:13.405158+00:00" . "2023-05-03 07:35:28.754017+00:00" . "Jupyter Notebook hosted by the Environmental Data Science Book" . . "Jupyter notebook" . "2022-04-03 22:38:13.405158+00:00" . . . . . . "2023-05-03 07:35:29.826577+00:00" . . . . . . "356887"^^ . "https://api.rohub.org/api/ros/c6920d3d-4c92-4a3e-8569-4c12c5015adb/crate/download/" . . . . "2022-04-03 22:37:45.977506+00:00" . "2025-10-17 20:04:50.159825+00:00" . "2022-04-03 22:37:45.977506+00:00" . "The research object refers to the Sea ice forecasting using IceNet notebook published in the Environmental Data Science book. " . "The research object refers to the Sea ice forecasting using IceNet notebook published in the Environmental Data Science book." . "application/ld+json" . . . . . "https://w3id.org/ro-id/c6920d3d-4c92-4a3e-8569-4c12c5015adb" . "Environmental Science" . . "Jupyter Notebook" . "Sea ice forecasting using IceNet (Jupyter Notebook) published in the Environmental Data Science book - fork" . "Sea ice forecasting using IceNet (Jupyter Notebook) published in the Environmental Data Science book fork" . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Alejandro Coca-Castro, Anne Fouilloux, Tom Andersson, and Nick Barlow. \"Sea ice forecasting using IceNet (Jupyter Notebook) published in the Environmental Data Science book fork.\" ROHub. Apr 03 ,2022. https://w3id.org/ro-id/c6920d3d-4c92-4a3e-8569-4c12c5015adb." . . . "output" . . . . . "input" . . . . "biblio" . . . . . . . . "tool" . . . . "344731"^^ . "https://api.rohub.org/api/resources/797381e0-b1fa-420c-ad4c-ded2c04b1146/download/" . . "2022-04-03 22:38:08.092594+00:00" . "2023-05-03 07:35:17.906404+00:00" . "image/png" . . "Image showing interactive plot of IceNet seasonal forecasts of Artic sea ice according to four lead times and months in 2020" . "2022-04-03 22:38:08.092594+00:00" . . . . . . . "Computational notebooks community focused on Environmental Data Science" . "environmental.ds.book@gmail.com" . "Environmental Data Science Book Community" . "https://github.com/alan-turing-institute/environmental-ds-book/issues/new/choose" . . "forecast" . . "20.625" . "13.2" . "research object" . . "26.06837606837607" . "24.4" . "fork" . . "7.968749999999999" . "5.1" . "ice" . . "11.521418020679468" . "7.8" . "Book industry" . . "Economy, business and finance/Economic sector/Media/Book industry" . "ice forecasting" . . "1.7094017094017095" . "1.6" . "publishing" . . "100.0" . "5.7" . "forecasting" . . "19.940915805022154" . "13.5" . "physical geography and environmental geoscience" . . "100.0" . "0.7446233034133911" . "earth sciences" . . "100.0" . "0.7446233034133911" . "Literature" . . "Arts, culture and entertainment/Arts and entertainment/Literature" . "Environmental Data Science book fork" . . "15.5982905982906" . "14.6" . "notebook" . . "10.782865583456426" . "7.3" . "IceNet" . . "17.725258493353028" . "12.0" . "book" . . "13.750000000000002" . "8.8" . "sea ice forecasting" . . "29.48717948717949" . "27.6" . "geosciences" . . "100.0" . "0.33218055963516235" . "research" . . "14.374999999999998" . "9.2" . "geophysics" . . "100.0" . "0.33218055963516235" . "The research object refers to the Sea ice forecasting using IceNet notebook published in the Environmental Data Science book." . . "57.35735735735735" . "57.3" . "sea ice" . . "9.53125" . "6.1" . "ice" . . "12.03125" . "7.7" . "Environmental Data Science" . . "15.509601181683898" . "10.5" . "research" . . "13.884785819793205" . "9.4" . "aim" . . "10.78125" . "6.9" . "notebook" . . "10.9375" . "7.0" . "object" . . "10.635155096011816" . "7.2" . "Sea ice forecasting using IceNet (Jupyter Notebook) published in the Environmental Data Science book fork." . . "42.64264264264264" . "42.6" . "IceNet notebook" . . "27.13675213675214" . "25.4" . "Language" . . "Arts, culture and entertainment/Culture/Language" . "The Alan Turing Institute" . "Alejandro Coca-Castro" . . "The Alan Turing Institute" . "Nick Barlow" . . "he British Antarctic Survey" . "Tom Andersson" . . "service-account-enrichment" . . . "2026-03-03T15:16:40.291+01:00"^^ . . . . "Sea ice forecasting using IceNet (Jupyter Notebook) published in the Environmental Data Science book - fork" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAxszSDYX5tuCSkP7UiCtftYPFNQVTjgNu0I5fwdML2DLRDlp0xzmsQXRk8oHuvwGvG1aMjj6cpUqO+0rz2Sg/wvHOgUpkRH8VJXvmlkhafMLCMtUtk5JIx7e+fkzCby+fnmD7kMkGLrT+OaExWwEDmNlCAt0TPKcHSdwsjso2isXjtAsGevyCMke8ufnFYpjs746JES1eNzVnHnn2Kp/lqcm60GM+J8dLgRZp7fX0anW098xhKym6+xXFzqeju0vYRIHBPerv+r7skWxwk+a7Sd8msqVeYEv6NTqnyWvyWb6Yh8cvj04N6qm/T6C5FUPLQhzSaQgMVMU6yLqjPuu9DwIDAQAB" . "k9lPXQHWEbM33j4HCpbzZO3mbGFJ8te5ShRcekssrLk87L4cUE00494g5/M+EjSpAw3HsAxDwHFYfDx2Zn9VXDWlyxu3YTXpL2CuUGZ7SAc/rH8twH3weFooTQdzWdcI4AVGnyfVOpWNgng67UjC6PWkoOl8gHZ+R3qA8KKDAdtidKhqsatiOtT9yLfmKkHYxBsyR/DHb/v1qiwMtXwkRa/ggJlguZOnJfQx/1PogUA0JRlrJYzswxMR1ObLgsKzCsjHeiBRmk3uHuF9cfUxvu/hDxWrpw29CJLeHpV4kT18q5i8877MGZFACtKZxy5kp9SJQgFsjIQAzBz7K8tNVQ==" . . .