https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao/Head https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao/assertion https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao/provenance https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao/pubinfo https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao/assertion https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb http://purl.org/dc/terms/description Analyzes soil moisture dynamics using cosmic-ray neutron sensor data from the UK's COSMOS network. This method demonstrates how to: (1) load and process hydrometeorological time series from cosmic-ray sensors, (2) visualize seasonal soil moisture patterns across different land cover types (grassland, cropland, woodland), (3) compare field-scale vs point-scale measurements, (4) analyze relationships between soil moisture and evapotranspiration. The approach is applicable to any COSMOS dataset globally and includes reproducible visualization workflows for environmental monitoring research. https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb http://purl.org/dc/terms/license https://spdx.org/licenses/MIT.html https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb http://purl.org/dc/terms/title Cosmos-UK Soil Moisture (UKCEH) https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://schema.org/SoftwareSourceCode https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb http://www.w3.org/ns/prov#wasDerivedFrom http://doi.org/10.5194/hess-16-4079-2012 https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb https://codemeta.github.io/terms/hasInputFormat http://edamontology.org/format_3464 https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb https://codemeta.github.io/terms/hasInputFormat http://edamontology.org/format_3752 https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb https://codemeta.github.io/terms/hasOutputFormat http://edamontology.org/format_3603 https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb https://schema.org/actionPlatform https://mybinder.org/v2/gh/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/v2025.6.0?urlpath=%2Fdoc%2Ftree%2Fnotebook.ipynb https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb https://schema.org/applicationCategory http://www.wikidata.org/entity/Q6504956 https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb https://schema.org/applicationSubCategory http://www.wikidata.org/entity/Q1749732 https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb https://schema.org/applicationSubCategory http://www.wikidata.org/entity/Q42250 https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb https://schema.org/codeRepository https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb https://schema.org/keywords http://www.wikidata.org/entity/Q1749732 https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb https://schema.org/keywords http://www.wikidata.org/entity/Q42250 https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb https://schema.org/keywords http://www.wikidata.org/entity/Q889507 https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb https://schema.org/learningResourceType http://www.wikidata.org/entity/Q11850042 https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb https://schema.org/learningResourceType http://www.wikidata.org/entity/Q6504956 https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb https://schema.org/programmingLanguage http://www.wikidata.org/entity/Q28865 https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb https://schema.org/result Analyzes 4 stations out of 51 available COSMOS-UK stations covering the period 2013-2019. Provides field-scale soil moisture measurements with spatial footprint radius up to 200m and variable measurement depth between 0.1-0.8m. Includes data from improved grassland, arable/horticulture, and broadleaf woodland land covers with temporal resolution ranging from sub-hourly to daily aggregations. https://github.com/eds-book/435f534c-e49b-43c3-9bd6-3393100bef3f/blob/main/notebook.ipynb https://schema.org/url https://doi.org/10.5281/zenodo.8311780 https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao/provenance https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao/pubinfo http://www.wikidata.org/entity/Q11850042 https://w3id.org/np/o/ntemplate/hasLabelFromApi time series analysis - area of statistics http://www.wikidata.org/entity/Q1749732 https://w3id.org/np/o/ntemplate/hasLabelFromApi environmental monitoring - monitoring of the quality of the environment http://www.wikidata.org/entity/Q42250 https://w3id.org/np/o/ntemplate/hasLabelFromApi hydrology - science that deals with the water above, on and below the land surface of the earth http://www.wikidata.org/entity/Q6504956 https://w3id.org/np/o/ntemplate/hasLabelFromApi data visualization - creation and study of the visual representation of data http://www.wikidata.org/entity/Q889507 https://w3id.org/np/o/ntemplate/hasLabelFromApi soil moisture - water content of the soil https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao http://purl.org/dc/terms/created 2025-08-14T11:59:58.051Z https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao http://purl.org/nanopub/x/hasNanopubType https://schema.org/SoftwareSourceCode https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao http://purl.org/nanopub/x/wasCreatedAt https://nanodash.knowledgepixels.com/ https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao http://www.w3.org/2000/01/rdf-schema#label Method: Cosmos-UK Soil Moisture (UKCEH) https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao https://w3id.org/np/o/ntemplate/wasCreatedFromProvenanceTemplate https://w3id.org/np/RA7lSq6MuK_TIC6JMSHvLtee3lpLoZDOqLJCLXevnrPoU https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate https://w3id.org/np/RA0J4vUn_dekg-U1kK3AOEt02p9mT2WO03uGxLDec1jLw https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate https://w3id.org/np/RAukAcWHRDlkqxk7H2XNSegc1WnHI569INvNr-xdptDGI https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RAEPNaZToISK5x3tTRcBlG5olZawQ75UPVqF5uOXuelok https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao/sig http://purl.org/nanopub/x/hasPublicKey MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQDWv2pJnmDsBOq8OlT1aSvYXSuWT34WOp4FYqEzdnn2F0kqzcFevBqWGZDxJWC0lqCrDEuNfp2QFyPe/+nES9dlHGYIhqPi68fwK6ZiNUotRFxXou+rjFznVvUxtCL8Ede79EBHwWN61QtwSIcU12bLoZsNPFlqQASQ93BJuKlihwIDAQAB https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao/sig http://purl.org/nanopub/x/hasSignature nQA1mC3gU9Ic0coFNmYK7TocefGh0n6z1lwTZfwsybV4fXonHB/kfftbvCT6NABPTbneY6rSXTqDVduyT9Wi9V1XiosjvWE3ebA9XF+/vUhb6hgzOSdIrKDy2gKPU1kQ8HmfGJlK4dURiGrEShrOotExTOBoWHKVIS50HZ2Ruio= https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao/sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao https://w3id.org/np/RAIUsTGv-tw0rDY22eUkgDE8Rx1tk5pQ1fD8MF3egn5ao/sig http://purl.org/nanopub/x/signedBy https://orcid.org/0000-0002-1784-2920