. . . . "" . "Hydrology" . . "" . "Environmental research" . . "" . "Soil science" . . . "https://doi.org/10.1002/hyp.10929" . . "2022-05-20 22:39:28.244049+00:00" . "2023-03-20 18:24:06.725779+00:00" . "Related publication of the exploration presented in the Jupyter notebook" . . "Soil water content in southern england derived from a cosmic-ray soil moisture observing system – cosmos-uk" . "2022-05-20 22:39:28.244049+00:00" . . . . . "https://doi.org/10.5194/hess-16-4079-2012" . . "2022-05-20 22:39:29.949068+00:00" . "2023-03-20 18:24:10.768453+00:00" . "Related publication of the exploration presented in the Jupyter notebook" . . "Cosmos: the cosmic-ray soil moisture observing system" . "2022-05-20 22:39:29.949068+00:00" . . . . . "https://doi.org/10.5281/zenodo.6566942" . . "2022-05-20 22:39:24.934972+00:00" . "2023-03-20 18:24:10.374744+00:00" . "Contains outputs, (table and figures), generated in the Jupyter notebook of Cosmos-UK soil moisture" . . "Outputs" . "2022-05-20 22:39:24.934972+00:00" . . . . . "https://doi.org/10.5281/zenodo.6567018" . . "2022-05-20 22:39:22.837640+00:00" . "2023-03-20 18:24:10.245008+00:00" . "Contains input Inputs of the Jupyter Notebook - Cosmos-UK soil moisture used in the Jupyter notebook of Cosmos-UK soil moisture" . . "Input Inputs of the Jupyter Notebook - Cosmos-UK soil moisture" . "2022-05-20 22:39:22.837640+00:00" . . . . . "https://doi.org/10.5285/b5c190e4-e35d-40ea-8fbe-598da03a1185" . . "2022-05-20 22:39:26.375450+00:00" . "2023-03-20 18:24:10.094217+00:00" . "Related publication of the exploration presented in the Jupyter notebook" . . "Daily and sub-daily hydrometeorological and soil data (2013-2019) [cosmos-uk]" . "2022-05-20 22:39:26.375450+00:00" . . . . . "https://edsbook.org/notebooks/gallery/435f534c-e49b-43c3-9bd6-3393100bef3f/notebook.html" . . "2022-05-20 22:39:36.667715+00:00" . "2023-03-20 18:24:10.597853+00:00" . "Rendered version of the Jupyter Notebook hosted by the Environmental Data Science Book" . "text/html" . . "Online rendered version of the Jupyter notebook" . "2022-05-20 22:39:36.667715+00:00" . . . . . "https://github.com/eds-book-gallery/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/.lock/conda-linux-64.lock" . . "2022-05-20 22:39:38.382479+00:00" . "2023-03-20 18:24:15.727317+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" . "2022-05-20 22:39:38.382479+00:00" . . . . "https://github.com/eds-book-gallery/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/.lock/conda-osx-64.lock" . . "2022-05-20 22:39:39.813698+00:00" . "2023-03-20 18:24:11.163321+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" . "2022-05-20 22:39:39.813698+00:00" . . . . "https://github.com/eds-book-gallery/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/.lock/conda-win-64.lock" . . "2022-05-20 22:39:41.571667+00:00" . "2023-03-20 18:24:10.893182+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" . "2022-05-20 22:39:41.571667+00:00" . . . . "https://raw.githubusercontent.com/eds-book-gallery/435f534c-e49b-43c3-9bd6-3393100bef3f/main/.binder/environment.yml" . . "2022-05-20 22:39:43.049202+00:00" . "2023-03-20 18:24:11.433249+00:00" . "Conda environment when user want to have the same libraries installed without concerns of package versions" . . "Conda environment" . "2022-05-20 22:39:43.049202+00:00" . . . . "https://raw.githubusercontent.com/eds-book-gallery/435f534c-e49b-43c3-9bd6-3393100bef3f/main/notebook.ipynb" . . "2022-05-20 22:39:21.464899+00:00" . "2023-03-20 18:24:07.333101+00:00" . "Jupyter Notebook hosted by the Environmental Data Science Book" . . "Jupyter notebook" . "2022-05-20 22:39:21.464899+00:00" . . . . . "2023-05-03 14:42:20.277543+00:00" . . . . . . "10.24424/y99k-rz74" . . "False" . . "2023-03-20 18:24:16.160631+00:00" . . . . . . "273880"^^ . "https://api.rohub.org/api/ros/39cdb4f8-ac25-42c7-8263-0cab87547992/crate/download/" . . . . . "2022-05-20 22:38:58.048267+00:00" . "2025-10-17 20:08:55.319724+00:00" . "2022-05-20 22:38:58.048267+00:00" . "The research object refers to the Cosmos-UK soil moisture notebook published in the Environmental Data Science book." . "application/ld+json" . . . . . "https://w3id.org/ro-id/39cdb4f8-ac25-42c7-8263-0cab87547992" . "Environmental Science" . . "Jupyter Notebook" . "Cosmos-UK soil moisture (Jupyter Notebook) published in the Environmental Data Science book" . . . "MANUAL" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Alejandro Coca-Castro, Doran Khamis, and Matt Fry. \"Cosmos-UK soil moisture (Jupyter Notebook) published in the Environmental Data Science book.\" ROHub. May 20 ,2022. https://doi.org/10.24424/y99k-rz74." . . . "input" . . . . . . "biblio" . . . . . "output" . . . . . . . . . "tool" . . . . "265882"^^ . "https://api.rohub.org/api/resources/7e33725e-7d51-4e78-b7c6-e15cf14c99d4/download/" . . "2022-05-20 22:39:16.241433+00:00" . "2023-03-20 18:24:09.087208+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" . "2022-05-20 22:39:16.241433+00:00" . . . . . . . . "book" . . "18.376722817764165" . "12.0" . "soil moisture notebook" . . "36.483739837398375" . "35.9" . "soil moisture" . . "16.894018887722982" . "16.1" . "Book industry" . . "Economy, business and finance/Economic sector/Media/Book industry" . "earth sciences" . . "100.0" . "0.5232846140861511" . "notebook" . . "24.19601837672282" . "15.8" . "United Kingdom" . . . "research object" . . "26.321138211382117" . "25.9" . "research" . . "11.752360965372509" . "11.2" . "book" . . "11.227701993704093" . "10.7" . "Language" . . "Arts, culture and entertainment/Culture/Language" . "Environmental Data Science" . . "14.690451206715636" . "14.0" . "notebook" . . "17.313746065057714" . "16.5" . "research" . . "16.84532924961715" . "11.0" . "atmospheric sciences" . . "100.0" . "0.5232846140861511" . "United Kingdom" . . "27.411944869831544" . "17.9" . "Literature" . . "Arts, culture and entertainment/Arts and entertainment/Literature" . "cosmos-UK soil moisture" . . "21.84959349593496" . "21.5" . "geosciences" . . "100.0" . "0.630386233329773" . "The research object refers to the Cosmos-UK soil moisture notebook published in the Environmental Data Science book." . . "60.36036036036036" . "60.3" . "publishing" . . "100.0" . "6.7" . "United Kingdom" . . "18.782791185729273" . "17.9" . "refer to the cosmos-UK" . . "1.829268292682927" . "1.8" . "object" . . "9.338929695697797" . "8.9" . "Cosmos-UK soil moisture (Jupyter Notebook) published in the Environmental Data Science book." . . "39.63963963963964" . "39.6" . "geophysics" . . "100.0" . "0.630386233329773" . "aim" . . "13.16998468606432" . "8.6" . "Environmental Data Science book" . . "13.516260162601627" . "13.3" . "environmental.ds.book@gmail.com" . "Environmental Data Science Book Community" . . . "The Alan Turing Institute" . "Alejandro Coca-Castro" . . "UK Centre for Ecology & Hydrology" . "Doran Khamis" . . "UK Centre for Ecology & Hydrology" . "Matt Fry" . . "service-account-enrichment" . . . "2025-11-11T16:12:30.888+01:00"^^ . . . "Cosmos-UK soil moisture (Jupyter Notebook) published in the Environmental Data Science book" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA4pPaESKwmC6l37P86K6TNLq6yeQtc7m9CvcqauLs/1FC0viHvQnFBgxj0a+loPDv/Egwe6OqFpa0iW9Ypnyz9YPoh+pxbRXonbuMOb+8Ry9hXZ+TEKfWjhjVDGEaClwfRwglh2HI/xfV4CD9AgvDOEoZQiyta8a90PYwJ3G6e70oCHTn61+OWTkI9KRYHOYgg3btdy2Z7q/30PTFawb2ZT5aIfIJYobUYv2a7yhtcqWCHZeKv0bxGnRjTFNx1rscBMlLJSzvRtpQc1cCRVEPFZHo1adaXCI9tGvn4cxeNQ96y8dxkN1XhpaJairde+23MDzf42Oe97KG2HYzKiyVnQIDAQAB" . "oCRHQ20aVzkmughK+HxWlirsYk//vWhVDGeFVqGaIl8cbvl+2Y58BPd2zlMit41g0gJew20UxUeShxpKpPDnCOIOH4/pgfFFh/Flm/heoBBqRb346oy+iCP+ulYFcdhRPcdlpDcqxvluP9+PAIqdAf1Pk7grCCnpvhgva3odV7oSKYkV9BGVfdNbz96JHcsSufIXrnKMjLpALN+PgwKyQUFIz1XSpUn3YzkNzLoY7ys1jqosMGjqTQT5QPcCEw05t95hcra6EXkb/h18WBijAwBgDnJi4ZMJOKMGIdWU5DZNO4O73v+j2m+LWopO0La+ULOrdsTsKrT4ZlpuQ+iEig==" . . .