Random forest model to predict long-term seasonal nitrate and orthophosphate concentrations in British river reaches
Default
Identification info
- Metadata Language
- English (en)
- Character set
- utf8
- Dataset Reference Date ()
- 2023-09-05
- Identifier
- doi: / 10.5285/ba208b6c-6f1a-43b1-867d-bc1adaff6445
- Other citation details
- Magee, E., Huxley, D., Tso, C.-H.M. (2023). Random forest model to predict long-term seasonal nitrate and orthophosphate concentrations in British river reaches. NERC EDS Environmental Information Data Centre 10.5285/ba208b6c-6f1a-43b1-867d-bc1adaff6445
- Limitations on Public Access
- otherRestrictions
- Other constraints
- no limitations
- Use constraints
- otherRestrictions
- Other constraints
- Uses Environment Agency water quality data from the Water Quality Archive
- Use constraints
- otherRestrictions
- Use constraints
- otherRestrictions
- Other constraints
- If you reuse this data, you should cite: Magee, E., Huxley, D., Tso, C.-H.M. (2023). Random forest model to predict long-term seasonal nitrate and orthophosphate concentrations in British river reaches. NERC EDS Environmental Information Data Centre https://doi.org/10.5285/ba208b6c-6f1a-43b1-867d-bc1adaff6445
- Spatial representation type
- textTable
- Distance
- 50000 urn:ogc:def:uom:EPSG::9001
- Topic category
-
- Inland waters
- Environment
- Begin date
- 2010-01-01
- End date
- 2020-12-31
Distribution Information
- Data format
-
-
Jupyter notebooks
()
-
Comma-separated values (CSV)
()
-
Jupyter notebooks
()
- Resource Locator
-
Download the data
Download a copy of this data
- Resource Locator
-
Supporting information
Supporting information available to assist in re-use of this dataset
- Resource Locator
-
Download the data
Download a copy of this data
- Resource Locator
-
Supporting information
Supporting information available to assist in re-use of this dataset
- Quality Scope
- application
- Other
- application
Report
- Dataset Reference Date ()
- 2010-12-08
- Statement
- The machine learning model is trained on the following datasets: * Land cover map * NRFA Catchment descriptors * UKCEH digital river network of Great Britain (1:50,000) * Environmental Agency water quality archive More information is provided in the supporting documentation accompanying this resource. Please note that only a subset of the data (HA 72 Wyre and Lune) is provided for demonstration. This is because the underlying river network is separately licensed (https://catalogue.ceh.ac.uk/documents/7d5e42b6-7729-46c8-99e9-f9e4efddde1d).
Metadata
- File identifier
- ba208b6c-6f1a-43b1-867d-bc1adaff6445 XML
- Metadata Language
- English (en)
- Character set
- ISO/IEC 8859-1 (also known as Latin 1)
- Resource type
- application
- Hierarchy level name
- application
- Metadata Date
- 2024-02-27T16:27:18
- Metadata standard name
- UK GEMINI
- Metadata standard version
- 2.3