PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>
PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>
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PREFIX owl: <http://www.w3.org/2002/07/owl#>
PREFIX xsd: <http://www.w3.org/2001/XMLSchema#>
PREFIX dcterms: <http://purl.org/dc/terms/>
PREFIX dcat: <http://www.w3.org/ns/dcat#>
PREFIX dcmitype: <http://purl.org/dc/dcmitype/>
PREFIX foaf: <http://xmlns.com/foaf/0.1/>
PREFIX geo: <http://www.opengis.net/ont/geosparql#>
PREFIX vcard: <http://www.w3.org/2006/vcard/ns#>
PREFIX prov: <http://www.w3.org/ns/prov#>
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PREFIX sosa: <http://www.w3.org/ns/sosa/>
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PREFIX doo: <https://digital.ceh.ac.uk/ontology/doo/>
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PREFIX : <https://catalogue.ceh.ac.uk/id/>
:1de712d3-081e-4b44-b880-b6a1ebf9fcd8
dcterms:title "State tagging application for environmental data quality assurance" ;
dcterms:identifier "https://catalogue.ceh.ac.uk/id/1de712d3-081e-4b44-b880-b6a1ebf9fcd8","https://doi.org/10.5285/1de712d3-081e-4b44-b880-b6a1ebf9fcd8" ;
dcterms:bibliographicCitation "Tso, C.M. (2020). State tagging application for environmental data quality assurance. NERC Environmental Information Data Centre. https://doi.org/10.5285/1de712d3-081e-4b44-b880-b6a1ebf9fcd8" ;
dcterms:description "This R application is an implementation of state tagging approach for improved quality assurance of environmental data. The application returns state-dependent prediction intervals on input data. The states are determined based on clustering of auxiliary inputs (such as meteorological data) made on the same day. The method provides contextual information to assess the quality of observational data and is applicable to any point-based, daily time series observational data. To use this application, the user will need to input two separate csv files: one for state variables and the other for observations. This work was supported by the Natural Environment Research Council award number NE/R016429/1 as part of the UK-SCAPE programme delivering National Capability." ;
dcterms:provenance [
a dcterms:ProvenanceStatement ;
rdfs:label "This application comprises the source code of a R shiny app (app.R) that implements the method described in https://doi.org/10.3389/fenvs.2020.00046. It can be run on any machine with R and the required packages installed. The clustering is based on the k means function in the {stats} package in R. It has been tested up to R version 3.5.3. More testing info can be found in session_info.txt."
] ;
dcat:contactPoint
<https://orcid.org/0000-0002-2415-0826> ;
dcterms:publisher
<https://ror.org/04xw4m193> ;
dcterms:isReferencedBy
<https://doi.org/10.3389/fenvs.2020.00046>,
<https://doi.org/10.5194/egusphere-egu2020-4613> ;
dcterms:subject
<http://onto.nerc.ac.uk/CEHMD/topic/13>,
"cluster analysis",
"Environmental informatics",
"Environmental Monitoring",
"Data science",
"Quality assurance",
"Data analytics",
"R shiny",
"UK-SCAPE" ;
prov:wasGeneratedBy
<https://gtr.ukri.org/projects?ref=NE/R016429/1> ;
a dcmitype:Software ;
dcterms:license <https://spdx.org/licenses/OGL-UK-3.0.ttl>
;
dcterms:accessRights <http://purl.org/coar/access_right/c_abf2> ;
dcterms:creator
<https://orcid.org/0000-0002-2415-0826> ;
dcterms:language <http://id.loc.gov/vocabulary/iso639-1/en> .
<https://orcid.org/0000-0002-2415-0826> a foaf:Person ;
foaf:name "Tso, C.M." ;
foaf:familyName "Tso" ;
foaf:givenName "Chak-Hau Michael" ;
vcard:hasEmail "enquiries@ceh.ac.uk" ;
foaf:member <https://ror.org/00pggkr55> ;
.
<https://ror.org/04xw4m193> a foaf:Organization ;
foaf:name "NERC Environmental Information Data Centre" ;
vcard:hasEmail "info@eidc.ac.uk" ;
foaf:member <https://ror.org/04xw4m193> ;
.
<https://orcid.org/0000-0002-2415-0826> a foaf:Person ;
foaf:name "Tso, C.M." ;
foaf:familyName "Tso" ;
foaf:givenName "C-H.M." ;
vcard:hasEmail "enquiries@ceh.ac.uk" ;
foaf:member <https://ror.org/00pggkr55> ;
.
<https://doi.org/10.3389/fenvs.2020.00046> a <http://purl.org/spar/fabio/Expression> ;
dcterms:bibliographicCitation "Tso, C-H. M.; Henrys, P; Rennie, S.;, Watkins, J. (2020). State tagging for improved earth and environmental data quality assurance. Front. Environ. Sci.";
.
<https://doi.org/10.5194/egusphere-egu2020-4613> a <http://purl.org/spar/fabio/Expression> ;
dcterms:bibliographicCitation "Tso, M., Henrys, P., Rennie, S., & Watkins, J. (2020). State tagging for improved earth and environmental data quality assurance.";
.
<http://onto.nerc.ac.uk/CEHMD/topic/13> a skos:Concept;
skos:prefLabel "Modelling"; rdfs:label "Modelling"
.
<https://ror.org/00pggkr55> a foaf:Organization ;
foaf:name "UK Centre for Ecology & Hydrology" .
<https://gtr.ukri.org/projects?ref=NE/R016429/1> a prov:Activity ; rdfs:label "UK-SCaPE" .