https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI/Head https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI/assertion https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI/provenance https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI/pubinfo https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI/assertion http://eurovoc.europa.eu/2919 http://schema.org/description http://eurovoc.europa.eu/2919 http://schema.org/name Environmental research http://eurovoc.europa.eu/2919 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/DefinedTerm https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/#enrichment_service-account-enrichment http://schema.org/name service-account-enrichment https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/#enrichment_service-account-enrichment http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://xmlns.com/foaf/0.1/Agent https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://schema.org/about http://eurovoc.europa.eu/2919 https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://schema.org/author mailto:mtso@ceh.ac.uk https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://schema.org/contentSize 6542 https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://schema.org/contentUrl https://api.rohub.org/api/ros/ab3f22c0-7006-4f8b-9a0c-f604654241d8/crate/download/ https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://schema.org/creator mailto:mtso@ceh.ac.uk https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://schema.org/dateCreated 2023-05-03 15:02:07.638770+00:00 https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://schema.org/dateModified 2025-03-05 01:19:15.970801+00:00 https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://schema.org/datePublished 2023-05-03 15:02:07.638770+00:00 https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://schema.org/description Demo app for state tagging approach for QA/QC of environmental data https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://schema.org/encodingFormat application/ld+json https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://schema.org/hasPart https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/folders/06992441-d89b-4fac-908e-7a9fc0b6536c https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://schema.org/hasPart https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/folders/3b59b959-9358-42d7-a8cf-3662b8143616 https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://schema.org/hasPart https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/folders/5c0e84cc-b3a1-4412-aecc-eb5eed0dfc85 https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://schema.org/hasPart https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/folders/6b5e5aa3-85ef-40dc-b818-4d85a897fcbf https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://schema.org/identifier https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8 https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://schema.org/name State tagging demo application https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://w3id.org/ro-id/rohub/model#creation_mode MANUAL https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/ro#ResearchObject https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/roevo#LiveRO https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Dataset https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#ExecutableResearchObject https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ https://schema.org/about https://doi.org/10.5285/1de712d3-081e-4b44-b880-b6a1ebf9fcd8 https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ https://w3id.org/ro/terms/earth-science#template https://w3id.org/ro/terms/earth-science#ExecutableResearchObjectTemplate https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ https://www.w3.org/ns/iana/link-relations/relation#cite-as Tso, Michael. "State tagging demo application." ROHub. May 03 ,2023. https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8. https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/folders/06992441-d89b-4fac-908e-7a9fc0b6536c http://schema.org/name tool https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/folders/06992441-d89b-4fac-908e-7a9fc0b6536c http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Folder https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/folders/06992441-d89b-4fac-908e-7a9fc0b6536c http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Dataset https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/folders/3b59b959-9358-42d7-a8cf-3662b8143616 http://schema.org/name input https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/folders/3b59b959-9358-42d7-a8cf-3662b8143616 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Folder https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/folders/3b59b959-9358-42d7-a8cf-3662b8143616 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Dataset https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/folders/5c0e84cc-b3a1-4412-aecc-eb5eed0dfc85 http://schema.org/name biblio https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/folders/5c0e84cc-b3a1-4412-aecc-eb5eed0dfc85 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Folder https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/folders/5c0e84cc-b3a1-4412-aecc-eb5eed0dfc85 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Dataset https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/folders/6b5e5aa3-85ef-40dc-b818-4d85a897fcbf http://schema.org/hasPart https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/resources/0894811f-c181-43d9-9f4d-934ee8aeec82 https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/folders/6b5e5aa3-85ef-40dc-b818-4d85a897fcbf http://schema.org/name output https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/folders/6b5e5aa3-85ef-40dc-b818-4d85a897fcbf http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Folder https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/folders/6b5e5aa3-85ef-40dc-b818-4d85a897fcbf http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Dataset https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/resources/0894811f-c181-43d9-9f4d-934ee8aeec82 http://schema.org/author mailto:mtso@ceh.ac.uk https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/resources/0894811f-c181-43d9-9f4d-934ee8aeec82 http://schema.org/contentUrl https://doi.org/10.5285/1de712d3-081e-4b44-b880-b6a1ebf9fcd8 https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/resources/0894811f-c181-43d9-9f4d-934ee8aeec82 http://schema.org/creator mailto:mtso@ceh.ac.uk https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/resources/0894811f-c181-43d9-9f4d-934ee8aeec82 http://schema.org/dateCreated 2023-05-12 12:59:40.255351+00:00 https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/resources/0894811f-c181-43d9-9f4d-934ee8aeec82 http://schema.org/dateModified 2023-05-12 12:59:41.215885+00:00 https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/resources/0894811f-c181-43d9-9f4d-934ee8aeec82 http://schema.org/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. https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/resources/0894811f-c181-43d9-9f4d-934ee8aeec82 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/resources/0894811f-c181-43d9-9f4d-934ee8aeec82 http://schema.org/name State tagging application for environmental data quality assurance https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/resources/0894811f-c181-43d9-9f4d-934ee8aeec82 http://schema.org/sdDatePublished 2023-05-12 12:59:40.255351+00:00 https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/resources/0894811f-c181-43d9-9f4d-934ee8aeec82 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#RScript https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/resources/0894811f-c181-43d9-9f4d-934ee8aeec82 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/resources/0894811f-c181-43d9-9f4d-934ee8aeec82 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ro-crate-metadata.json http://purl.org/dc/terms/conformsTo https://w3id.org/ro/crate/1.1 https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ro-crate-metadata.json http://schema.org/about https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ro-crate-metadata.json http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/CreativeWork mailto:mtso@ceh.ac.uk http://schema.org/name Michael Tso mailto:mtso@ceh.ac.uk http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://xmlns.com/foaf/0.1/Agent https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI/provenance https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI/assertion http://www.w3.org/ns/prov#wasDerivedFrom https://api.rohub.org/api/ros/ab3f22c0-7006-4f8b-9a0c-f604654241d8/crate/download/ro-crate-metadata.json https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI/pubinfo https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI http://purl.org/dc/terms/created 2026-05-11T16:12:01.977+02:00 https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI http://purl.org/dc/terms/creator https://w3id.org/kpxl/gen/terms/RoCrateBot https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI http://purl.org/nanopub/x/introduces https://w3id.org/ro-id/ab3f22c0-7006-4f8b-9a0c-f604654241d8/ https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/fdof/ontology#FAIRDigitalObject https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/kpxl/gen/terms/RoCrateNanopub https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI http://www.w3.org/2000/01/rdf-schema#label State tagging demo application https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI/sig http://purl.org/nanopub/x/hasPublicKey MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAxszSDYX5tuCSkP7UiCtftYPFNQVTjgNu0I5fwdML2DLRDlp0xzmsQXRk8oHuvwGvG1aMjj6cpUqO+0rz2Sg/wvHOgUpkRH8VJXvmlkhafMLCMtUtk5JIx7e+fkzCby+fnmD7kMkGLrT+OaExWwEDmNlCAt0TPKcHSdwsjso2isXjtAsGevyCMke8ufnFYpjs746JES1eNzVnHnn2Kp/lqcm60GM+J8dLgRZp7fX0anW098xhKym6+xXFzqeju0vYRIHBPerv+r7skWxwk+a7Sd8msqVeYEv6NTqnyWvyWb6Yh8cvj04N6qm/T6C5FUPLQhzSaQgMVMU6yLqjPuu9DwIDAQAB https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI/sig http://purl.org/nanopub/x/hasSignature BXmtYLI7VXL5cHhBmcpaGPFPqHop3EYBxo+24cQSIr5ZE/QcN2f8b6kM1fkBNFRG6qkZ3pjiEGrgiV5J0HqhSPoXkwzYkhBCResWFWQgOUZXwpQYIXJhm2D11kAD2v5Sw6vlFvsf8PygCAfF9X9ylAAX9QC7qBTqN+Zn5RCrjErb2RWt4iD4wetJqKTsBxUxtiJf0DnQJbTP3cgrAV1MjWUH3p64LIhCuefvAO3R56+qqbUDL+O0qFo1b2sy6tLhHz8tF/dVZ1daSZGSxio86gmtvZsfCQsB4Ku6CD1+2QXYE0n3O8PBwhBcpYkjEUskx03aGcIE6/spRO+FkZ3+ww== https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI/sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI https://w3id.org/np/RAwo6UMDV1e4nmaURMB415qNeHIEyfImrXD75sCgRd6dI/sig http://purl.org/nanopub/x/signedBy https://w3id.org/kpxl/gen/terms/RoCrateBot