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PREFIX : <https://catalogue.ceh.ac.uk/id/>
:5100e84a-6af9-419b-b4b6-4a5df13b1aec
dcterms:title "Modelled daily soil moisture and soil temperature at 1km resolution across the UK mainland, 1965-2018" ;
dcterms:identifier "https://catalogue.ceh.ac.uk/id/5100e84a-6af9-419b-b4b6-4a5df13b1aec","https://doi.org/10.5285/5100e84a-6af9-419b-b4b6-4a5df13b1aec" ;
dcterms:bibliographicCitation "Khamis, D., Smith, R., Fry, M., Evans, J. (2024). Modelled daily soil moisture and soil temperature at 1km resolution across the UK mainland, 1965-2018. NERC EDS Environmental Information Data Centre. https://doi.org/10.5285/5100e84a-6af9-419b-b4b6-4a5df13b1aec" ;
dcterms:description "This dataset contains model outputs of daily mean volumetric water content and topsoil temperature at 1 km resolution across the UK mainland for the years 1965-2018. The outputs are generated using neural network models trained on COSMOS-UK (cosmic-ray soil moisture) observational data. The data are presented in monthly NetCDF files on the British National Grid." ;
dcterms:provenance [
a dcterms:ProvenanceStatement ;
rdfs:label "The driving meteorology used to produce the outputs were from the CHESS-met dataset. Specifically, the inputs required to generate topsoil temperature outputs are: current day and previous day driving meteorology (temperature, total precipitation, longwave radiation, shortwave radiation, and the sunlight-hours average shortwave radiation); soil type vector (normalized ratios of five classes: sand, silt, clay, chalk, peat); soil organic carbon; bulk density of soil; land cover vector; elevation. There is an optional input of the MODIS 1 km Land Surface Temperature satellite product Day and/or Night values. The output of the topsoil temperature model is used as input to the soil moisture model. The inputs required for the soil moisture model are: daily driving meteorology (temperature, pressure, total precipitation, relative humidity, longwave radiation, shortwave radiation, wind speed, and the sunlight-hours average shortwave radiation); soil type vector (normalized ratios of five classes: sand, silt, clay, chalk, peat); soil organic carbon; bulk density of soil; base flow index from the hydrology of soil types (BFIHOST); land cover vector; soil temperature; elevation. There is an optional input of the daily 1 km Soil Water Index satellite product from Copernicus. Volumetric water content values in the COSMOS-UK data (TDT point probes and neutron sensor) that were higher than 90% were removed from the training set. The COSMOS-UK site Tadham Moor was removed from the training set after visual inspection of the TDT and neutron sensor data."
] ;
dcterms:spatial [
a dcterms:Location ;
dcat:bbox "POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"^^geo:wktLiteral ;
] ;
dcterms:temporal
[ a dcterms:PeriodOfTime ;
dcat:startDate "1965-01-01"^^xsd:date ;
dcat:endDate "2018-12-31"^^xsd:date ;
] ;
dcat:contactPoint
:5100e84a-6af9-419b-b4b6-4a5df13b1aec_c0 ;
dcterms:publisher
<https://ror.org/04xw4m193> ;
dcterms:subject
"COSMOS",
<http://onto.nerc.ac.uk/CEHMD/topic/17>,
"land surface temperature",
<http://vocabs.lter-europe.net/EnvThes/22278>,
<http://www.eionet.europa.eu/gemet/concept/7874> ;
prov:wasGeneratedBy
:5100e84a-6af9-419b-b4b6-4a5df13b1aec_fund0 ;
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dcterms:type dcmitype:Dataset ;
dcterms:available "2024-04-29"^^xsd:date ;
dcat:landingPage <https://catalogue.ceh.ac.uk/id/5100e84a-6af9-419b-b4b6-4a5df13b1aec>, <https://doi.org/10.5285/5100e84a-6af9-419b-b4b6-4a5df13b1aec> ;
dcterms:license <https://spdx.org/licenses/OGL-UK-3.0.ttl>
;
dcterms:accessRights <http://vocab.nerc.ac.uk/collection/N07/current/UNRS/> ;
dcterms:theme
<http://onto.nerc.ac.uk/CEHMD/topic/17> ;
dcterms:creator
:5100e84a-6af9-419b-b4b6-4a5df13b1aec_a0,
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:5100e84a-6af9-419b-b4b6-4a5df13b1aec_a3 ;
dcterms:language <http://id.loc.gov/vocabulary/iso639-1/en> .
:5100e84a-6af9-419b-b4b6-4a5df13b1aec_c0 a foaf:Person ;
foaf:name "Khamis, D." ;
foaf:familyName "Khamis" ;
foaf:givenName "Doran" ;
vcard:hasEmail "enquiries@ceh.ac.uk" ;
foaf:member <https://ror.org/00pggkr55> ;
.
<https://ror.org/04xw4m193> a foaf:Organization ;
foaf:name "NERC EDS Environmental Information Data Centre" ;
vcard:hasEmail "info@eidc.ac.uk" ;
foaf:member <https://ror.org/04xw4m193> ;
.
:5100e84a-6af9-419b-b4b6-4a5df13b1aec_a0 a foaf:Person ;
foaf:name "Khamis, D." ;
foaf:familyName "Khamis" ;
foaf:givenName "D." ;
vcard:hasEmail "enquiries@ceh.ac.uk" ;
foaf:member <https://ror.org/00pggkr55> ;
.
:5100e84a-6af9-419b-b4b6-4a5df13b1aec_a1 a foaf:Person ;
foaf:name "Smith, R." ;
foaf:familyName "Smith" ;
foaf:givenName "R." ;
vcard:hasEmail "enquiries@ceh.ac.uk" ;
foaf:member <https://ror.org/00pggkr55> ;
.
:5100e84a-6af9-419b-b4b6-4a5df13b1aec_a2 a foaf:Person ;
foaf:name "Fry, M." ;
foaf:familyName "Fry" ;
foaf:givenName "M." ;
vcard:hasEmail "enquiries@ceh.ac.uk" ;
foaf:member <https://ror.org/00pggkr55> ;
.
:5100e84a-6af9-419b-b4b6-4a5df13b1aec_a3 a foaf:Person ;
foaf:name "Evans, J." ;
foaf:familyName "Evans" ;
foaf:givenName "J." ;
vcard:hasEmail "enquiries@ceh.ac.uk" ;
foaf:member <https://ror.org/00pggkr55> ;
.
<http://onto.nerc.ac.uk/CEHMD/topic/17> a skos:Concept;
skos:prefLabel "Soil"; rdfs:label "Soil"
. <http://vocabs.lter-europe.net/EnvThes/22278> a skos:Concept;
skos:prefLabel "soil temperature"; rdfs:label "soil temperature"
. <http://www.eionet.europa.eu/gemet/concept/7874> a skos:Concept;
skos:prefLabel "soil moisture"; rdfs:label "soil moisture"
.
<https://ror.org/00pggkr55> a foaf:Organization ;
foaf:name "UK Centre for Ecology & Hydrology" .
:5100e84a-6af9-419b-b4b6-4a5df13b1aec_fund0 a prov:Activity ; .