State tagging application for environmental data quality assurance
type: SoftwareSourceCode
citation: Tso, C.M. (2020). State tagging application for environmental data quality assurance. NERC Environmental Information Data Centre. (Software). https://doi.org/10.5285/1de712d3-081e-4b44-b880-b6a1ebf9fcd8
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.
date created: 2020-04-20
date published: 2020-04-22
keywords: cluster analysis
keywords: Data analytics
keywords: Data science
keywords: Environmental informatics
keywords: Environmental Monitoring
keywords: Quality assurance
keywords: R shiny
keywords: UK-SCAPE
keywords: Modelling
creator: Tso, C.M.
funding: UK-SCaPE
license: Open Government Licence v3
distribution: distribution0
publisher: NERC EDS Environmental Information Data Centre
provider: NERC EDS Environmental Information Data Centre
included in data catalog: Environmental Information Data Centre

Modelling
type: DefinedTerm

fenvs.2020.00046
type: CreativeWork
citation: Tso, C-H. M.; Henrys, P; Rennie, S.;, Watkins, J. (2020). State tagging for improved earth and environmental data quality assurance. Front. Environ. Sci.

egusphere-egu2020-4613
type: CreativeWork
citation: Tso, M., Henrys, P., Rennie, S., & Watkins, J. (2020). State tagging for improved earth and environmental data quality assurance.

Environmental Information Data Centre
type: DataCatalog
alternate name: EIDC

NERC EDS Environmental Information Data Centre
type: Organization

Open Government Licence v3
type: CreativeWork
alternate name: OGL-UK-3.0

Tso, C.M.
type: Person
family name: Tso
given name: C-H.M.
affiliation: UK Centre for Ecology & Hydrology

UK-SCaPE
type: MonetaryGrant
funder: Natural Environment Research Council

Natural Environment Research Council
type: Organization

distribution0
type: DataDownload
encoding format: application/zip

UK Centre for Ecology & Hydrology
type: Organization