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...

The COSMOS-UK API provides public access to near real-time COSMOS-UK soil moisture and meteorological data and metadata at daily and sub-hourly resolutions. The COSMOS-UK API can be accessed here: https://cosmos-api.ceh.ac.uk. Data is freely available under an Open...

The National River Flow Archive Application Programming Interface (NRFA API) provides access to NRFA river flow data and metadata. Through the API a number of data types are available including; gauged daily flows, catchment daily rainfall and peak flow data. Also available...

This model code provides an example to demonstrate a new application of the 'learnr' R package to help authors to make elements of their research analysis more readily reproducible to users. It turns a R Markdown document to guided, editable, isolated, executable, and...

This information product contains gridded estimates of Ellenberg vegetation indicator scores for four different indicators: fertility (N); pH/reactivity (R); light availability (L) and moisture (F) at 1km2 resolution. Both cover-weighted (cwt) and non-cover weighted...

This application is an implementation of a Fuzzy changepoint based approach to evaluate how well numerical models capture local scale temporal shifts in environmental time series. A changepoint in a time series represents a change in the statistical properties of the...

Cloud based collaborative environment for developing data pipelines and analytical methods. 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.

Biological Records Centre (BRC) R package for combining species trend estimates into multispecies indicators, including novel hierarchical Bayesian methods. This work was supported by the Natural Environment Research Council award number NE/R016429/1 as part of the...

Methodological approach for spatially explicit uncertainty estimation of process models. 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.

This app presents information upon a selection of plant species that are important to a variety of different ecosystem functions. The data comes from repeated surveys of the British countryside as part of the Countryside Survey in 1978, 1990, 1998, 2007 and continuing...

This Shiny app provides a way of exploring and evaluating trends in peak flow and daily flow data within the measuring stations with records in the National River Flow Archive. The main purpose is to highlight trends in peak flow and daily flow percentiles by using...

VegTaxon, an R package created to assist with the harmonisation of vegetation survey data from UK datasets. VegTaxon greatly reduces the time needed to process these data, allowing researchers to spend more time on analysis and interpretation. This work was supported...