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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.\n\nTo use this application, the user will need to input two separate csv files: one for state variables and the other for observations.\n\nThis work was supported by the Natural Environment Research Council award number NE/R016429/1 as part of the UK-SCAPE programme delivering National Capability." } } } rows { quad { p_iri { name_id: 34 } o_iri { prefix_id: 9 name_id: 2 } } } rows { quad { p_iri { prefix_id: 15 name_id: 14 } o_literal { lex: "State tagging application for environmental data quality assurance" } } } rows { name { value: "sdDatePublished" } } rows { quad { p_iri { name_id: 44 } o_literal { lex: "2023-05-12 12:59:40.255351+00:00" } } } rows { name { value: "RScript" } } rows { quad { p_iri { prefix_id: 6 name_id: 10 } o_iri { prefix_id: 2 name_id: 45 } } } rows { name { value: "Resource" } } rows { quad { o_iri { } } } rows { name { value: "MediaObject" } } rows { quad { o_iri { prefix_id: 15 } } } rows { name { value: "ro-crate-metadata.json" } } rows { prefix { id: 4 value: "http://purl.org/dc/terms/" } } rows { name { value: "conformsTo" } } rows { prefix { id: 14 value: "https://w3id.org/ro/crate/" } } rows { name { value: "1.1" } } rows { quad { s_iri { prefix_id: 5 } p_iri { prefix_id: 4 } o_iri { prefix_id: 14 } } } rows { quad { p_iri { prefix_id: 15 name_id: 18 } o_iri { prefix_id: 5 name_id: 2 } } } rows { name { value: "CreativeWork" } } rows { quad { p_iri { prefix_id: 6 name_id: 10 } o_iri { prefix_id: 15 name_id: 51 } } } rows { quad { s_iri { prefix_id: 7 name_id: 20 } p_iri { prefix_id: 15 name_id: 14 } o_literal { lex: "Michael Tso" } } } rows { prefix { id: 10 value: "http://xmlns.com/foaf/0.1/" } } rows { quad { p_iri { prefix_id: 6 name_id: 10 } o_iri { prefix_id: 10 name_id: 17 } } } rows { prefix { value: "https://w3id.org/np/RAXiis1jywo5lXag-pjcA6WDfxiDwhCOt_j_EKQjd4EZQ/" } } rows { prefix { value: "http://www.w3.org/ns/prov#" } } rows { name { value: "wasDerivedFrom" } } rows { prefix { id: 1 value: "https://api.rohub.org/api/ros/ab3f22c0-7006-4f8b-9a0c-f604654241d8/crate/download/" } } rows { quad { s_iri { prefix_id: 11 name_id: 4 } p_iri { prefix_id: 12 name_id: 52 } o_iri { prefix_id: 1 name_id: 48 } g_iri { prefix_id: 11 name_id: 7 } } } rows { prefix { id: 13 value: "https://w3id.org/np/" } } rows { name { value: "created" } } rows { datatype { value: "http://www.w3.org/2001/XMLSchema#dateTime" } } rows { quad { s_iri { prefix_id: 13 name_id: 1 } p_iri { prefix_id: 4 name_id: 53 } o_literal { lex: "2025-11-11T16:10:14.486+01:00" datatype: 2 } g_iri { prefix_id: 11 name_id: 9 } } } rows { prefix { id: 3 value: "http://purl.org/nanopub/x/" } } rows { name { value: "introduces" } } rows { quad { p_iri { prefix_id: 3 name_id: 54 } o_iri { prefix_id: 5 name_id: 2 } } } rows { name { value: "RoCrateNanopub" } } rows { quad { p_iri { prefix_id: 6 name_id: 10 } o_iri { prefix_id: 3 name_id: 55 } } } rows { prefix { id: 8 value: "http://www.w3.org/2000/01/rdf-schema#" } } rows { name { value: "label" } } rows { quad { p_iri { prefix_id: 8 } o_literal { lex: "State tagging demo application" } } } rows { name { value: "sig" } } rows { name { value: "hasAlgorithm" } } rows { quad { s_iri { prefix_id: 11 } p_iri { prefix_id: 3 } o_literal { lex: "RSA" } } } rows { name { value: "hasPublicKey" } } rows { quad { p_iri { } o_literal { lex: "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA4pPaESKwmC6l37P86K6TNLq6yeQtc7m9CvcqauLs/1FC0viHvQnFBgxj0a+loPDv/Egwe6OqFpa0iW9Ypnyz9YPoh+pxbRXonbuMOb+8Ry9hXZ+TEKfWjhjVDGEaClwfRwglh2HI/xfV4CD9AgvDOEoZQiyta8a90PYwJ3G6e70oCHTn61+OWTkI9KRYHOYgg3btdy2Z7q/30PTFawb2ZT5aIfIJYobUYv2a7yhtcqWCHZeKv0bxGnRjTFNx1rscBMlLJSzvRtpQc1cCRVEPFZHo1adaXCI9tGvn4cxeNQ96y8dxkN1XhpaJairde+23MDzf42Oe97KG2HYzKiyVnQIDAQAB" } } } rows { name { value: "hasSignature" } } rows { quad { p_iri { } o_literal { lex: "SRw7CDBBBCineit9OqrNu3SP7B8IYM72NnTth+AQiD23pTSxOHJL37iWqm6Y5r3e1sJrRqNgKOKr1RedrDyCrcBaSuhqNsAUIal6QgVnuns7ZXYjFYQqNWwK0FgQoWwIKgWru2JEY19k432aYVra6YBYu568j4/Ew3g5rHYN/VOnrIvcA9eyQ+LREBoJ2hefVRgZQ4beckiLj4Uv0C4OaBU/WqZtSKBf2sasLaHiuiQgPVv9n5ga6uy64tNwt7dBHSi0aOR1FK5H6t2JI36yOKcOEohBF9ekzfV/Q61pwK86iQLSY6GTlFPsM5erSGUH+aRFBeofViurNz20cHL52Q==" } } } rows { name { value: "hasSignatureTarget" } } rows { quad { p_iri { } o_iri { prefix_id: 13 name_id: 1 } } } rows { name { value: "signedBy" } } rows { prefix { id: 16 value: "https://w3id.org/kpxl/gen/terms/" } } rows { name { value: "RoCrateBot" } } rows { quad { p_iri { prefix_id: 3 name_id: 62 } o_iri { prefix_id: 16 } } }