{"numFound":258,"page":1,"rows":20,"url":"http://catalogue.ceh.ac.uk/eidc/documents?facet=topic%7C0%2FWater+quality%2F&facet=resourceStatus%7CAvailable&facet=topic%7C0%2FHydrology%2F","nextPage":"http://catalogue.ceh.ac.uk/eidc/documents?page=2&facet=topic%7C0%2FWater+quality%2F&facet=resourceStatus%7CAvailable&facet=topic%7C0%2FHydrology%2F","results":[{"publicationDate":"2023-10-25T00:00:00.000+00:00","authorAffiliation":["University of Cambridge","University of Exeter"],"authorGivenName":["T.D. ","P.","D.A. "],"authorFamilyName":["Jackson","Bittencourt","Coomes"],"authorFullName":["Jackson, T.D.","Bittencourt, P.","Coomes, D.A."],"authorOrcid":["https://orcid.org/0000-0001-8143-6161","https://orcid.org/0000-0002-1618-9077","https://orcid.org/0000-0002-8261-2582"],"catalogue":"eidc","description":"This dataset contains time-series measurements of trees bending in the wind. The data was collected in 2022 in Barro Colorado Island, Panama. 105 trees were measured, with two sensors per tree recording bending strains at 4 Hz.\n\nThis data was collected for the purpose of estimating the risk of wind damage to these trees. It could also be used to estimate the fundamental sway frequencies of the trees, and how they change over time, which varies with leaf phenology and tree water content. There are lots of short data gaps due to transmission issues in the forest.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/S010750/1"],"identifier":"f03806fa-3596-4119-90c5-70254f39cfc0","incomingCitationCount":0,"givenName":["T.D. ","P.","D.A. ","Toby"],"familyName":["Jackson","Bittencourt","Coomes"],"fullName":["Jackson, T.D.","Bittencourt, P.","Coomes, D.A.","Jackson, T."],"keyword":["Panama","Barro Colorado Island","Hydrology","Bending strain","Tree mortality","ecology","forest","wind","tree","risk"],"keywordsPlace":["Panama","Barro Colorado Island"],"keywordsTheme":["Hydrology"],"keywordsOther":["Bending strain","Tree mortality","ecology","forest","wind","tree","risk"],"licence":"Open government licence","lineage":"Bending strain sensors were designed and installed on the trees in Barro Colorado Island, Panama. These sensors recorded the bending strain (in mV) at 4 Hz resolution and transmitted it (in binary format) to a data logger where it was saved on an SD. \nThe data was collected from the SD cards and converted from binary format to csv files. The mV measurements were converted to bending strain by multiplying by a fixed calibration coefficient. This 4 Hz bending strain data is provided here. ","locations":["POLYGON((-79.876 9.133, -79.876 9.18, -79.819 9.18, -79.819 9.133, -79.876 9.133))"],"orcid":["https://orcid.org/0000-0001-8143-6161","https://orcid.org/0000-0002-1618-9077","https://orcid.org/0000-0002-8261-2582"],"organisation":["University of Cambridge","University of Exeter","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/f03806fa-3596-4119-90c5-70254f39cfc0","10.5285/f03806fa-3596-4119-90c5-70254f39cfc0"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["University of Cambridge"],"ror":["https://ror.org/04xw4m193","https://ror.org/013meh722"],"state":"published","title":"Bending strains on the trunks of trees on Barro Colorado Island, Panama, 2022","topic":["0/Hydrology/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"This dataset contains time-series measurements of trees bending in the wind. The data was collected in 2022 in Barro Colorado Island, Panama. 105 trees were measured, with two sensors per tree recording bending strains at 4 Hz.\n\nThis data was collected for the purpose..."},{"publicationDate":"2017-05-26T00:00:00.000+00:00","authorAffiliation":["Centre for Ecology & Hydrology","Centre for Environment, Fisheries & Aquaculture Science"],"authorGivenName":["T.G.","A.","P."],"authorFamilyName":["Pottinger","Cook","Matthiessen"],"authorFullName":["Pottinger, T.G.","Cook, A.","Matthiessen, P."],"authorOrcid":["https://orcid.org/0000-0001-7661-9369"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This dataset comprises characteristics of three-spined stickleback fish including length, weight, sex, condition factor (K-factor), cortisol and glucose concentration, RNA:DNA ratio and ethoxyresorufin-O-deethylase activity normalised to liver homogenate protein concentration.  These data were collected by the Centre for Ecology & Hydrology from three-spined sticklebacks (Gasterosteus aculeatus L.) captured in the River Ray (south west England) at sites downstream of an urban waste water treatment works (Rodborne WWTW) prior to (2005-2007), and following (2008), remediation of the WWTW effluent with granular activated carbon (GAC) tertiary treatment. During the same period fish were also sampled from neighbouring reference rivers (R. Ock, Childrey Brook). ","documentType":"GEMINI_DOCUMENT","identifier":"3322cccd-95fe-4cc9-baf8-48cddd03433d","incomingCitationCount":0,"givenName":["T. G.","T.G.","A.","P."],"familyName":["Pottinger","Cook","Matthiessen"],"fullName":["Pottinger, T.G.","Cook, A.","Matthiessen, P."],"keyword":["River Ray","South West","River Ock","Childrey Brook","EDCAT","Water quality","Environmental risk","Environmental survey","Pollution","Gasterosteus aculeatus L."],"keywordsPlace":["River Ray","South West","River Ock","Childrey Brook"],"keywordsProject":["EDCAT"],"keywordsTheme":["Water quality","Environmental risk","Environmental survey","Pollution"],"keywordsOther":["Gasterosteus aculeatus L."],"licence":"Open government licence","lineage":"The fish were captured with a hand net, then processed and analysed at the Centre for Ecology & Hydrology, Lancaster.  See supporting documentation for further information.","locations":["POLYGON((-2.006 51.433, -2.006 51.649, -1.524 51.649, -1.524 51.433, -2.006 51.433))"],"orcid":["https://orcid.org/0000-0001-7661-9369"],"organisation":["UK Centre for Ecology & Hydrology","Centre for Ecology & Hydrology","Centre for Environment, Fisheries & Aquaculture Science","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/3322cccd-95fe-4cc9-baf8-48cddd03433d","10.5285/3322cccd-95fe-4cc9-baf8-48cddd03433d"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Somatic and physiological data for three-spined sticklebacks, 2005-2008 [Endocrine Disruption in Catchments (EDCAT)]","topic":["0/Water quality/","0/Environmental risk/","0/Environmental survey/","0/Pollution/"],"version":1.0,"view":["public","clamw"],"shortenedDescription":"This dataset comprises characteristics of three-spined stickleback fish including length, weight, sex, condition factor (K-factor), cortisol and glucose concentration, RNA:DNA ratio and ethoxyresorufin-O-deethylase activity normalised to liver homogenate protein concentration...."},{"publicationDate":"2024-05-09T00:00:00.000+00:00","authorAffiliation":["University of the West of England"],"authorGivenName":["G.E","R.M.S","B.G","D.M"],"authorFamilyName":["Clayton","Thorn","Fox","Reynolds"],"authorFullName":["Clayton, G.E.","Thorn, R.M.S.","Fox, B.G.","Reynolds, D.M."],"authorOrcid":["https://orcid.org/0000-0003-2395-3827","https://orcid.org/0000-0002-4907-150X","https://orcid.org/0000-0002-2115-8945","https://orcid.org/0000-0002-7002-1320"],"authorRor":["https://ror.org/02nwg5t34"],"catalogue":"eidc","description":"This dataset comprises operational data for a point-of-use drinking water treatment system (POU DWTS) located on the University of the West of England’s Frenchay campus. This dataset covers 34 months (November 2019 to September 2022). The POU DWTS was continuously operational throughout this period with parameters presented in this dataset including oxidation reduction potential, free available chlorine, flow rate, discharge pressure, filtration flux, ultrafiltration membrane permeability. Telemetry data is collected over a 5-minute period provide a rolling 5-minute average and is available in a .csv format. ","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/R003106/1"],"identifier":"d3daab67-dc02-43a0-82c0-afff709c43f4","incomingCitationCount":0,"givenName":["G.E","R.M.S","B.G","D.M"],"familyName":["Clayton","Thorn","Fox","Reynolds"],"fullName":["Clayton, G.E.","Thorn, R.M.S.","Fox, B.G.","Reynolds, D.M."],"keyword":["Bristol","Water quality","infrastructure","technology platforms","point-of-use drinking water treatment system","alternative treatment methods","novel technologies","POU-DWTS","drinking water","water treatment"],"keywordsPlace":["Bristol"],"keywordsTheme":["Water quality"],"keywordsOther":["infrastructure","technology platforms","point-of-use drinking water treatment system","alternative treatment methods","novel technologies","POU-DWTS","drinking water","water treatment"],"licence":"Open government licence","lineage":"Operational telemetry data of the point-of-use drinking water treatment system was recorded through in-line sensors and probes and uploaded to a Grundfos Remote Manager interface. All operational data was collected over a 5-minute period to provide a rolling 5-minute average. Operational data has been presented in graphical form in an open-access publication (https://doi.org/10.1371/journal.pwat.0000187). \n\n","locations":["POLYGON((-2.558 51.496, -2.558 51.505, -2.541 51.505, -2.541 51.496, -2.558 51.496))"],"orcid":["https://orcid.org/0000-0003-2395-3827","https://orcid.org/0000-0002-4907-150X","https://orcid.org/0000-0002-2115-8945","https://orcid.org/0000-0002-7002-1320"],"organisation":["University of the West of England","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/d3daab67-dc02-43a0-82c0-afff709c43f4","10.5285/d3daab67-dc02-43a0-82c0-afff709c43f4"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["University of the West of England"],"ror":["https://ror.org/02nwg5t34","https://ror.org/04xw4m193","https://ror.org/00pggkr55"],"state":"published","supplementalDescription":["Operational telemetry data of the point-of-use drinking water treatment system has been presented in graphical form in an open-access publication.\n\n"],"supplementalName":["Long-term trial of a community-scale decentralized point-of-use drinking water treatment system"],"title":"Operational telemetry data of a community-scale decentralized point-of-use drinking water treatment system, Bristol, UK, November 2019-September 2022","topic":["0/Water quality/"],"version":1.0,"view":["public","jashun"],"shortenedDescription":"This dataset comprises operational data for a point-of-use drinking water treatment system (POU DWTS) located on the University of the West of England’s Frenchay campus. This dataset covers 34 months (November 2019 to September 2022). The POU DWTS was continuously operational..."},{"publicationDate":"2015-07-02T00:00:00.000+00:00","altTitle":["Carbon dioxide efflux and hydraulic data for two Scottish and four Amazonian streams 2011-13"],"authorAffiliation":["University of Glasgow","Paris-Dauphine University","Scottish Universities Environmental Research Centre"],"authorGivenName":["H.","L.","S.","T.","J."],"authorFamilyName":["Long","Vihermaa","Waldron","Hoey","Quemin","Newton"],"authorFullName":["Long, H.","Vihermaa, L.","Waldron, S.","Hoey, T.","Quemin, S.","Newton, J."],"authorRor":["https://ror.org/00vtgdb53","https://ror.org/052bz7812","https://ror.org/05jfq2w07"],"catalogue":"eidc","description":"The dataset contains CO2 efflux, hydraulic and water chemistry data from six field sites which vary in location, size and catchment characteristics. Measurements were made at: \ni) two sites in the UK - the River Kelvin (335 km2, semi-urban catchment) and Drumtee water (9.6 km2, peat dominated catchment);\nii) four sites in the Peruvian Amazon - Main Trail (5 km2, seasonally active stream in a rainforest catchment), New Colpita stream (7 km2, perennial stream in a rainforest catchment), La Torre river (2000 km2, rainforest catchment) and Tambopata river (14 000 km2, rainforest catchment with some small scale agriculture and gold mining). \n\nCO2 efflux was measured at all sites on each sampling occasion alongside a range of other parameters to enable investigation into the controls on CO2 efflux. Parameters measured include flow velocity and water depth (from which other hydraulic parameters can be calculated), DIC concentration and pH (from which pCO2 can be calculated) and water temperature. Sampling was carried out over several years, thus capturing a range of seasons and flow conditions, and at all sites, measurement locations were chosen to ensure that a range of flow intensities were included.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/F005482/1"],"identifier":"02d5cea7-10aa-4591-938a-a41e1c5bc207","incomingCitationCount":0,"givenName":["Hazel","H.","L.","S.","T.","J."],"familyName":["Long","Vihermaa","Waldron","Hoey","Quemin","Newton"],"fullName":["Long, H.","Vihermaa, L.","Waldron, S.","Hoey, T.","Quemin, S.","Newton, J."],"keyword":["Peru","Amazon","UK","Scotland","Hydrology","CO2 efflux","flow velocity","water depth","pCO2","dissolved inorganic carbon","pH","temperature","river","stream","hydraulics","carbon dioxide"],"keywordsPlace":["Peru","Amazon","UK","Scotland"],"keywordsTheme":["Hydrology"],"keywordsOther":["CO2 efflux","flow velocity","water depth","pCO2","dissolved inorganic carbon","pH","temperature","river","stream","hydraulics","carbon dioxide"],"licence":"Open government licence","lineage":"The Amazon data was collected as part of NERC funded research (NE/F005482/1). The UK data was first collected as pilot research to test the influence of velocity on efflux and then as part of a NERC-funded PhD (NE/K501098/1). The UK rivers were sampled regularly (once to three times a week) between June 2012 and December 2013. Main Trail, New Colpita, La Torre and Tambopata were sampled between February 2011 and May 2012 during three field campaigns (February to April 2011, September to December 2011 and March to May 2012).","locations":["POLYGON((-69.301 -12.841, -69.301 55.877, -4.276 55.877, -4.276 -12.841, -69.301 -12.841))"],"organisation":["University of Glasgow","Paris-Dauphine University","Scottish Universities Environmental Research Centre","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["1425574721743","https://catalogue.ceh.ac.uk/id/02d5cea7-10aa-4591-938a-a41e1c5bc207","10.5285/02d5cea7-10aa-4591-938a-a41e1c5bc207"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/00vtgdb53","https://ror.org/052bz7812","https://ror.org/05jfq2w07","https://ror.org/04xw4m193"],"state":"published","title":"CO2 efflux and hydraulic data for two Scottish and four Amazonian streams 2011-13","topic":["0/Hydrology/"],"version":1.0,"view":["public","dgwr"],"shortenedDescription":"The dataset contains CO2 efflux, hydraulic and water chemistry data from six field sites which vary in location, size and catchment characteristics. Measurements were made at: \ni) two sites in the UK - the River Kelvin (335 km2, semi-urban catchment) and Drumtee water..."},{"publicationDate":"2021-03-15T00:00:00.000+00:00","authorAffiliation":["University of Birmingham","Durham University","University of Leeds"],"authorGivenName":["G. H.","R. J.","S."],"authorFamilyName":["Sambrook Smith","Hardy","Sinha"],"authorFullName":["Sambrook Smith, G.H.","Hardy, R.J.","Sinha, S."],"authorOrcid":["https://orcid.org/0000-0003-1031-0160"],"authorRor":["https://ror.org/03angcq70","https://ror.org/01v29qb04","https://ror.org/024mrxd33"],"catalogue":"eidc","description":"The data contains numerical model simulations designed to assess the influence of a) a permeable bed on flow structures above and within the pore spaces of a bed and b) a biofilm streamer on the free flow structure. \n\nFor the former the data relates to a novel Computational Fluid Dynamics (CFD) model that is able to simulate flow both in the boundary layer flow and Brinkman layer. This allows simultaneous predictions of surface and subsurface flow in one numerical scheme. The analysis is applied to undertake a numerical sensitivity experiment to assess how bed permeability influences flow over bed forms typically found in river channels e.g. dunes.\n\nFor the latter the data simulates flow around biofilm-streamers in the laminar flow regime. Numerical simulations simulate the flapping motion of a single biofilm streamer. The major thrust of the study is to investigate the impact of changing Reynolds number on hydrodynamic characteristics of the ambient flow and the frequency of biofilm oscillation.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/K012819/1"],"identifier":"a1fbdde5-688d-4b48-9293-12ecf5563704","incomingCitationCount":1,"givenName":["Greg","G. H.","R. J.","S."],"familyName":["Sambrook Smith","Hardy","Sinha"],"fullName":["Sambrook Smith, G.","Sambrook Smith, G.H.","Hardy, R.J.","Sinha, S."],"keyword":["Hydrology","dunes","computational fluid dynamics","hyporheic flow","CFD"],"keywordsTheme":["Hydrology"],"keywordsOther":["dunes","computational fluid dynamics","hyporheic flow","CFD"],"licence":"Open government licence","lineage":"The numerical data was generated using computational fluid dynamics software. The permeable bed data was created using Phoenics and the biofilm streamer was created using OPENFOAM\n","orcid":["https://orcid.org/0000-0003-1031-0160"],"organisation":["University of Birmingham","Durham University","University of Leeds","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/a1fbdde5-688d-4b48-9293-12ecf5563704","10.5285/a1fbdde5-688d-4b48-9293-12ecf5563704"],"resourceStatus":"Available","resourceType":"Non-geographic dataset","ror":["https://ror.org/03angcq70","https://ror.org/01v29qb04","https://ror.org/024mrxd33","https://ror.org/04xw4m193"],"state":"published","title":"Numerical model output data on the interaction of flow with a permeable bed and biofilms","topic":["0/Hydrology/"],"version":1.0,"view":["public","phtr"],"shortenedDescription":"The data contains numerical model simulations designed to assess the influence of a) a permeable bed on flow structures above and within the pore spaces of a bed and b) a biofilm streamer on the free flow structure. \n\nFor the former the data relates to a novel Computational..."},{"publicationDate":"2025-03-24T00:00:00.000+00:00","authorAffiliation":["University of Exeter","UK Centre for Ecology & Hydrology","Met Office","APEM Ltd","Wallingford HydroSolutions","Agricultural University of Athens"],"authorGivenName":["N.","V.D.J.","M.","F.K.","M.D.","P.M.","C.","V.","H.J.","D.","Y.","A.C."],"authorFamilyName":["Bachiller-Jareno","Keller","Eastman","Edwards","Jürgens","Scarlett","Rizzo","Antoniou","Dean","Sadykova","Qu","Johnson"],"authorFullName":["Bachiller-Jareno, N.","Keller, V.D.J.","Eastman, M.","Edwards, F.K.","Jürgens, M.D.","Scarlett, P.M.","Rizzo, C.","Antoniou, V.","Dean, H.J.","Sadykova, D.","Qu, Y.","Johnson, A.C."],"authorOrcid":["https://orcid.org/0000-0001-9732-6725","https://orcid.org/0000-0003-4489-5363","https://orcid.org/0000-0002-8212-5872","https://orcid.org/0000-0001-9875-6663","https://orcid.org/0000-0002-6526-589X","https://orcid.org/0000-0001-6242-8158","https://orcid.org/0000-0001-6011-4075","https://orcid.org/0000-0002-9602-7202","https://orcid.org/0000-0002-3930-5974","https://orcid.org/0000-0002-3742-8233","https://orcid.org/0000-0003-1570-3764"],"authorRor":["https://ror.org/03yghzc09","https://ror.org/00pggkr55","https://ror.org/01ch2yn61","https://ror.org/03xawq568"],"catalogue":"eidc","description":"This data product combines macroinvertebrate taxonomic abundance for 1,519 monitoring sites across English rivers for the period between 1965 and 2018, with matched concentrations of 41 water quality determinands, river flow exceedance statistics, and air temperature values. It also includes site variables such as sewage effluent exposure, habitat quality, land cover in the upstream catchment, and other physical parameters measured at the sampling point, such as altitude, slope, distance from source, width and depth of the channel, and type of substrate.\n\nDeveloped as part of the ChemPop (2018-2023), a NERC-funded project investigating the impact of chemical exposure on wildlife populations in rivers, this research output is an open data product for use in a broad spectrum of environmental data and modelling analyses.\n","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/S000100/1"],"identifier":"23f194b0-1e21-4f14-be9c-6eabdcc1feb7","incomingCitationCount":0,"givenName":["N.","V.D.J.","M.","F.K.","M.D.","P.M.","C.","V.","H.J.","D.","Y.","A.C."],"familyName":["Bachiller-Jareno","Keller","Eastman","Edwards","Jürgens","Scarlett","Rizzo","Antoniou","Dean","Sadykova","Qu","Johnson"],"fullName":["Bachiller-Jareno, N.","Keller, V.D.J.","Eastman, M.","Edwards, F.K.","Jürgens, M.D.","Scarlett, P.M.","Rizzo, C.","Antoniou, V.","Dean, H.J.","Sadykova, D.","Qu, Y.","Johnson, A.C."],"keyword":["England","Biodiversity","Water quality","rivers","freshwater","water quality","chemical pollution","macroinvertebrates"],"keywordsPlace":["England"],"keywordsTheme":["Biodiversity","Water quality"],"keywordsOther":["rivers","freshwater","water quality","chemical pollution","macroinvertebrates"],"licence":"Open government licence","lineage":"This data product was created by preprocessing and combining survey data of national extent collected by the Environment Agency (EA), such as freshwater macroinvertebrate survey data, water quality data, habitat quality metrics, and river flow; as well as datasets produced by UKCEH, such as the Land Cover Map 2015, CHESS-met air temperature, and estimated sewage effluent exposure.\n\nThe spatial distribution of this product matches the spatial extent of the macroinvertebrate data. Its time stamps correspond to the dates of macroinvertebrate sampling. The completeness of this product is determined by the spatio-temporal availability of the data sources.\n\nDue to the different structures and file formats of the data sources, as well as the varied range of technical skills within our team, a range of file manipulation tools were used. However, the same data processing and data integration methodology was followed in all instances. This involved three steps: first, spatial matching of sampled locations along the river network; second, spatial integration of model-generated variables, including wastewater effluent, land cover, and air temperature; and third, temporal matching of environmental observations, such as water quality concentrations and river flow, along with modelled variables such as air temperature.\n","locations":["POLYGON((-6.452 49.864, -6.452 55.812, 1.768 55.812, 1.768 49.864, -6.452 49.864))"],"orcid":["https://orcid.org/0000-0001-9732-6725","https://orcid.org/0000-0003-4489-5363","https://orcid.org/0000-0002-8212-5872","https://orcid.org/0000-0001-9875-6663","https://orcid.org/0000-0002-6526-589X","https://orcid.org/0000-0001-6242-8158","https://orcid.org/0000-0001-6011-4075","https://orcid.org/0000-0002-9602-7202","https://orcid.org/0000-0002-3930-5974","https://orcid.org/0000-0002-3742-8233","https://orcid.org/0000-0003-1570-3764"],"organisation":["University of Exeter","UK Centre for Ecology & Hydrology","Met Office","APEM Ltd","Wallingford HydroSolutions","Agricultural University of Athens","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/23f194b0-1e21-4f14-be9c-6eabdcc1feb7","10.5285/23f194b0-1e21-4f14-be9c-6eabdcc1feb7"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/03yghzc09","https://ror.org/00pggkr55","https://ror.org/01ch2yn61","https://ror.org/03xawq568","https://ror.org/04xw4m193"],"state":"published","title":"Macroinvertebrate taxonomic abundance, water quality, river flow, air temperature and environmental site descriptors from English rivers, 1965-2018, version 2.0","topic":["0/Biodiversity/","0/Water quality/"],"version":2.0,"view":["public","katwri"],"shortenedDescription":"This data product combines macroinvertebrate taxonomic abundance for 1,519 monitoring sites across English rivers for the period between 1965 and 2018, with matched concentrations of 41 water quality determinands, river flow exceedance statistics, and air temperature..."},{"publicationDate":"2016-05-25T00:00:00.000+00:00","authorAffiliation":["Queen Mary University of London","Lancaster University"],"authorGivenName":["C.M.","A."],"authorFamilyName":["Heppell","Binley"],"authorFullName":["Heppell, C.M.","Binley, A."],"authorRor":["https://ror.org/026zzn846","https://ror.org/04f2nsd36"],"catalogue":"eidc","description":"This dataset contains discharge and surface water chemistry for the six river reaches of contrasting geology (clay, sand, chalk) in the Hampshire Avon. Manual measurements of discharge by the velocity-area method enabled construction of a stage-discharge relationship for each site. Stream stage was measured using pressure transducers from Summer 2013 to Summer 2015. River water samples were collected at 48-hr intervals from Summer 2013 to Summer 2014 and samples were analysed for selected solutes and suspended sediment. ","documentType":"GEMINI_DOCUMENT","identifier":"0dd10858-7b96-41f1-8db5-e7b4c4168af5","incomingCitationCount":5,"givenName":["Kate","C.M.","A."],"familyName":["Heppell","Binley"],"fullName":["Heppell, K.","Heppell, C.M.","Binley, A."],"keyword":["Hampshire Avon","England","United Kingdom","Hydrology","Solutes","river","Hydrochemistry"],"keywordsPlace":["Hampshire Avon","England","United Kingdom"],"keywordsTheme":["Hydrology"],"keywordsOther":["Solutes","river","Hydrochemistry"],"licence":"Open government licence","lineage":"All data were generated by the authors with help from field and laboratory technicians. Stream stage data generated by the pressure transducers were checked fortnightly (when possible) against manual measurements. As chemical data were generated, checks were made to ensure accuracy (certified reference materials) and precision (repeat measurements) were within accepted tolerance limits. We ensured measured values fell within the calibration range and re-analysed samples where necessary. ","locations":["POLYGON((-2.11 51.027, -2.11 51.319, -1.861 51.319, -1.861 51.027, -2.11 51.027))"],"organisation":["Queen Mary University of London","Lancaster University","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/0dd10858-7b96-41f1-8db5-e7b4c4168af5","10.5285/0dd10858-7b96-41f1-8db5-e7b4c4168af5"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/026zzn846","https://ror.org/04f2nsd36","https://ror.org/04xw4m193"],"state":"published","title":"Hampshire Avon: Daily discharge, stage and water chemistry data from four tributaries (Sem, Nadder, West Avon, Ebble)","topic":["0/Hydrology/"],"version":1.0,"view":["public","kath"],"shortenedDescription":"This dataset contains discharge and surface water chemistry for the six river reaches of contrasting geology (clay, sand, chalk) in the Hampshire Avon. Manual measurements of discharge by the velocity-area method enabled construction of a stage-discharge relationship..."},{"publicationDate":"2024-04-09T00:00:00.000+00:00","authorAffiliation":["Lancaster University","UK Centre for Ecology & Hydrology"],"authorGivenName":["N.A.","D.","G.","K.J."],"authorFamilyName":["Chappell","Mindham","McShane","Beven"],"authorFullName":["Chappell, N.A.","Mindham, D.","McShane, G.","Beven, K.J."],"authorOrcid":["https://orcid.org/0000-0001-6683-951X","https://orcid.org/0000-0002-9818-1465","https://orcid.org/0000-0001-7465-3934"],"authorRor":["https://ror.org/04f2nsd36","https://ror.org/00pggkr55"],"catalogue":"eidc","description":"The data are dynamic response characteristics (DRCs) produced by modelling the rainfall-runoff behaviour of a series of micro-basins installed by the NERC Q-NFM project largely in Cumbria (UK) and ranging in scale from 0.0071 to 2.7329 sq. km. Specifically, the rainfall to discharge response of these basins has been modelled with the RIV algorithm of the CAPTAIN Toolbox (Taylor et al., 2007 doi.org/10.1016/j.envsoft.2006.03.002). The resultant modelled characteristics of the rainfall-discharge dynamics are presented on an event-by-event basis.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council","Environment Agency"],"grant":["NE/R004722/1"],"identifier":"ea641367-dc35-4695-97b8-63f7d6fa9105","incomingCitationCount":0,"givenName":["N.A.","D.","G.","K.J.","Nick A "],"familyName":["Chappell","Mindham","McShane","Beven"],"fullName":["Chappell, N.A.","Mindham, D.","McShane, G.","Beven, K.J."],"keyword":["rain gauge","Cumbria","Hydrology","Q-NFM","C-NFM","flume","discharge","natural flood management","NFM","nature-based solution","NbS","flood","resilience","model","CAPTAIN toolbox","transfer function","hydrograph","storm","micro-basin","runoff","rainfall","atmospheric precipitation"],"keywordsInstrument":["rain gauge"],"keywordsPlace":["Cumbria"],"keywordsTheme":["Hydrology"],"keywordsOther":["Q-NFM","C-NFM","flume","discharge","natural flood management","NFM","nature-based solution","NbS","flood","resilience","model","CAPTAIN toolbox","transfer function","hydrograph","storm","micro-basin","runoff","rainfall","atmospheric precipitation"],"licence":"Non-Open government licence","lineage":"Observed stream discharge data per unit micro-basin area (mm/15min) were modelled from observed rainfall data from a single raingauge within the micro-basin (mm/15min). \n\nThe simulated discharge time-series (mm/15min) was modelled using the RIVSID algorithms of the CAPTAIN Toolbox (https://wp.lancs.ac.uk/captaintoolbox) that represent dynamics in the form of Transfer Functions. RIVSID is an abbreviation of ‘Refined Instrumental Variable System Identification’ algorithms. These algorithms are available for optimal RIV estimation of multiple-input, discrete-time and hybrid continuous-time Transfer Function models. Details of how to use RIVSID within the Matlab programming environment are given at: https://eprints.lancs.ac.uk/id/eprint/86904/4/CAPTAIN_Getting_Started.pdf. The derived Transfer Function characteristics, sometimes called ‘Dynamic Response Characteristics’ or DRCs, of Time Constant, Steady State Gain and Pure Time Delay. The Time Constant is the transfer time of the propagating flood wave (i.e., celerities) through the catchment (Cheng et al. 2023. Water Resources Research, 59: e2022WR033625, https://doi.org/10.1029/2022WR033625). The Steady State Gain a rainfall-runoff system is simply the simulated runoff coefficient (Chappell et al., 2006. For. Ecol. Manage. 224, 58-80, https://doi.org/10.1016/j.foreco.2005.12.008). The Pure Time Delay in simple terms is the time between a rainfall input and the first discharge response (Chappell et al., 2012. IAHS Publication 353, IAHS Press. 82-93, http://iahs.info/redbooks/a353/iahs_353_0082.pdf). Full and complex explanation of the Transfer Function identification is given within Box, G.E.P, Jenkins, G.M. and Reinsel, G.C. 2008. Time Series Analysis. John Wiley and Sons, pp746.\n\nFor the specific application of RIVSID, each discharge hydrograph event was modelled separately. The characteristics of each simulated discharge hydrograph were then derived from the simulated stream discharge data per unit micro-basin area (mm/15min) also within the Matlab programming environment. \n\nFor fine technical details of how RIVSID was applied to the specific micro-basins, please see Mindham, D., Beven, K. and Chappell, N. 2023. Rainfall-streamflow response times for diverse upland UK micro-basins: quantifying hydrographs to identify the nonlinearity of storm response. Hydrology Research, 54(2): 233-244. https://doi.org/10.2166/nh.2023.115\n","locations":["POLYGON((-3.653 54.049, -3.653 55.154, -2.554 55.154, -2.554 54.049, -3.653 54.049))"],"orcid":["https://orcid.org/0000-0001-6683-951X","https://orcid.org/0000-0002-9818-1465","https://orcid.org/0000-0001-7465-3934"],"organisation":["Lancaster University","UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/ea641367-dc35-4695-97b8-63f7d6fa9105","10.5285/ea641367-dc35-4695-97b8-63f7d6fa9105"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Lancaster University"],"ror":["https://ror.org/04f2nsd36","https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Modelled dynamic response characteristics of selected micro-basins in the UK","topic":["0/Hydrology/"],"version":1.0,"view":["public","shofer"],"shortenedDescription":"The data are dynamic response characteristics (DRCs) produced by modelling the rainfall-runoff behaviour of a series of micro-basins installed by the NERC Q-NFM project largely in Cumbria (UK) and ranging in scale from 0.0071 to 2.7329 sq. km. Specifically, the rainfall..."},{"publicationDate":"2016-11-18T00:00:00.000+00:00","authorAffiliation":["Centre for Ecology & Hydrology"],"authorGivenName":["M.T.","J.","F.H.","R.J.M.","J.H.","I.M.","J.M.","P.M.","M.","N.","I.","M","C.","G.","D.","C.M.","P.","B.","Z.","S.R.","K.E.","R.T.","J.W."],"authorFamilyName":["Furse","Davy-Bowker","Dawson","Gunn","Blackburn","Winder","Scarlett","Gravelle","Kneebone","Nesbitt","Amarillo","Brereton","Cannan","Collett","Collier","Cooper","Dent","Fairfax","Hardie","Henville","Hilton","James","Moorhouse","Randle","Shirley","Small","Vowles","Clarke","Watkins"],"authorFullName":["Furse, M.T.","Davy-Bowker, J.","Dawson, F.H.","Gunn, R.J.M.","Blackburn, J.H.","Gunn, I.M.","Winder, J.M.","Scarlett, P.M.","Gravelle, M.","Kneebone, N.","Nesbitt, I.","Amarillo, M.","Brereton, C.","Cannan, C.","Collett, G.","Collier, D.","Cooper, G.","Dent, M.","Fairfax, C.M.","Hardie, D.","Henville, P.","Hilton, C.","James, B.","Moorhouse, C.","Randle, Z.","Shirley, C.","Small, S.R.","Vowles, K.E.","Clarke, R.T.","Watkins, J.W."],"authorOrcid":["https://orcid.org/0000-0001-6242-8158"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This dataset consists of invertebrate species records, sampled from headwater streams during a survey in 1998. Macro-invertebrates were sampled using standard protocols. The sample area in each stream was a single area of stream-bed whose major habitat types can be sampled within the recommended sampling period of three minutes of active sampling, supplemented by a one minute hand search. The length of river surveyed would normally vary from 5 to 15m. Samples were collected using a standard 1mm mesh pond net and returned to the Centre for Ecology & Hydrology (formerly Institute of Freshwater Ecology) for later sorting and identification. Supplemental physical measurements (width, depth, substrate composition) required to run RIVPACS (River Invertebrate Prediction and Classification System) were taken.\nData were collected under the Countryside Survey long term monitoring project managed by the Centre for Ecology & Hydrology. The Countryside Survey is a unique study or 'audit' of the natural resources of the UK's countryside. The sample sites are chosen from a stratified random sample, based on a 15 by 15 km grid of GB. Headwater stream surveys have been carried out in 1990, 1998 and 2007 with repeated visits to the majority of sites. The countryside is sampled and surveyed using rigorous scientific methods, allowing us to compare new results with those from previous surveys. In this way we can detect the gradual and subtle changes that occur in the UK's countryside over time. In addition to headwater stream data, soil data, habitat areas, vegetation species data and linear habitat data are also gathered by Countryside Survey.","documentType":"GEMINI_DOCUMENT","identifier":"fd0ce233-3b4d-4a5e-abcb-c0a26dd71c95","incomingCitationCount":0,"givenName":["P.","M.T.","J.","F.H.","R.J.M.","J.H.","I.M.","J.M.","P.M.","M.","N.","I.","M","C.","G.","D.","C.M.","B.","Z.","S.R.","K.E.","R.T.","J.W."],"familyName":["Scarlett","Furse","Davy-Bowker","Dawson","Gunn","Blackburn","Winder","Gravelle","Kneebone","Nesbitt","Amarillo","Brereton","Cannan","Collett","Collier","Cooper","Dent","Fairfax","Hardie","Henville","Hilton","James","Moorhouse","Randle","Shirley","Small","Vowles","Clarke","Watkins"],"fullName":["Scarlett, P.","Furse, M.T.","Davy-Bowker, J.","Dawson, F.H.","Gunn, R.J.M.","Blackburn, J.H.","Gunn, I.M.","Winder, J.M.","Scarlett, P.M.","Gravelle, M.","Kneebone, N.","Nesbitt, I.","Amarillo, M.","Brereton, C.","Cannan, C.","Collett, G.","Collier, D.","Cooper, G.","Dent, M.","Fairfax, C.M.","Hardie, D.","Henville, P.","Hilton, C.","James, B.","Moorhouse, C.","Randle, Z.","Shirley, C.","Small, S.R.","Vowles, K.E.","Clarke, R.T.","Watkins, J.W."],"keyword":["Great Britain","Water quality","Environmental survey","Freshwater macroinvertebrates"],"keywordsPlace":["Great Britain"],"keywordsTheme":["Water quality","Environmental survey"],"keywordsOther":["Freshwater macroinvertebrates"],"licence":"Non-Open government licence","lineage":"Data were collected in the summer of 1998 by field surveyors. Data were recorded from up to 569 1km squares sited across Britain, selected by random stratified sample. The survey was undertaken according to standardized protocols. Occurrence of species was recorded on paper and data were entered post-survey. Data are managed by the Centre for Ecology & Hydrology.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"orcid":["https://orcid.org/0000-0001-6242-8158"],"organisation":["NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre","UK Centre for Ecology & Hydrology","Centre for Ecology & Hydrology"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/fd0ce233-3b4d-4a5e-abcb-c0a26dd71c95","10.5285/fd0ce233-3b4d-4a5e-abcb-c0a26dd71c95"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/04xw4m193","https://ror.org/00pggkr55"],"state":"published","supplementalDescription":["Furse,M.T.; Davy-Bowker,J.; Dawson,F.H.; M Gunn,R.J.; Blackburn,J.H.; Gunn,I.M.; Winder,J.M.; Scarlett,P.M.; Gravelle,M.; Kneebone,N.; Nesbitt,I.; Amarillo,M.; Brereton,C.; Cannan,C.; Collett,G.; Collier,D.; Cooper,G.; Dent,M.; Fairfax,C.M.; Hardie,D.; Henville,P.; Hilton,C.; James,B.; Moorhouse,C.; Randle,Z.; Shirley,C.; Small,S.R.; Vowles,K.E.; Clarke,R.T.; Watkins,J.W.  (2002).  Countryside Survey 2000 Module 2: Freshwater Studies R&D Technical Report E1-038/TR1. Institute of Freshwater Ecology.\n"],"supplementalName":["Countryside Survey website"],"title":"Headwater stream invertebrate data 1998 [Countryside Survey] ","topic":["0/Water quality/","0/Environmental survey/"],"version":1.0,"view":["public","clamw"],"shortenedDescription":"This dataset consists of invertebrate species records, sampled from headwater streams during a survey in 1998. Macro-invertebrates were sampled using standard protocols. The sample area in each stream was a single area of stream-bed whose major habitat types can be..."},{"publicationDate":"2024-06-17T00:00:00.000+00:00","authorAffiliation":["University of Bath"],"authorGivenName":["T."],"authorFamilyName":["Homan"],"authorFullName":["Homan, T."],"authorOrcid":["https://orcid.org/0009-0004-1664-2849"],"authorRor":["https://ror.org/002h8g185"],"catalogue":"eidc","description":"This dataset contains high-frequency water quality measurements taken at multiple sites in the River Frome catchment area, Dorset, UK. Water quality data consists of a mixture of 30-min sensor readings and frequent grab samples. Also included are high-frequency discharge readings at Environment Agency (EA) managed flow gauging stations and at sewage treatment work (STW) effluents. These measurements were taken between 12/08/2022 and 14/09/2022 inclusive. \n\nMeasurements were recorded at multiple river sites, boreholes, and STW effluents. All sites are contained within the catchment area between the Environment Agency gauging stations located at Dorchester and East Stoke i.e., the lower part of the River Frome. In total, 24 monitoring sites exist. \n\nThe data were collected for PhD project “Supporting river water-quality management by high-resolution modelling: a case study in a lowland permeable chalk catchment” awarded to Thomas Homan and funded under GW4 FRESH CDT, supported by the Natural Environment Research Council (Grant NE/R0115241). Water quality data were collected by Thomas Homan (PhD candidate at the University of Bath). Wessex Water Ltd. provided high frequency measurements of ammonium and discharge at their STW sites, borehole water quality measurements, as well as high-frequency nitrate measurements at sites: Louds Mill and East Stoke. The Environment Agency discharge data were provided under the terms of the Open Government Licence.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/R011524/1"],"identifier":"ccaf2871-1a1a-4cb4-aadf-883fb984a90f","incomingCitationCount":0,"givenName":["T."],"familyName":["Homan"],"fullName":["Homan, T."],"keyword":["grab samples","River Frome","Dorset","Water quality","Environmental survey","chalk stream","river discharge","sensor","river flow"],"keywordsInstrument":["grab samples"],"keywordsPlace":["River Frome","Dorset"],"keywordsTheme":["Water quality","Environmental survey"],"keywordsOther":["chalk stream","river discharge","sensor","river flow"],"licence":"Non-Open government licence","lineage":"Data from four deployed YSI EXO2 sondes, provided as part of Meteor Communications Ltd.’s Water Quality as a Service (WQaaS), were downloaded from the MeteorCloud secure web portal. EXO3 sonde data were downloaded in the field from the sensor’s internal storage. Wessex Water Ltd. provided 30-minute NO3-N data, measured at Louds Mill and East Stoke using Hach Nitratax eco sc UV sensors (pathlength 5 mm, accuracy ± 5 %); grab sample results from their quality assured Scientific Centre; and high-frequency sewage effluent discharge data. Environment Agency (EA) hydrology data were downloaded from the online EA hydrology data explorer.\nAll data were collated into one dataset and data wrangling and cleaning were performed in R statistical programming software. Only outliers that could be explained were removed from the dataset. Grab samples were used to spot-check the quality of the continuous data. ","locations":["POLYGON((-2.457 50.668, -2.457 50.735, -2.16 50.735, -2.16 50.668, -2.457 50.668))"],"orcid":["https://orcid.org/0009-0004-1664-2849"],"organisation":["University of Bath","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/ccaf2871-1a1a-4cb4-aadf-883fb984a90f","10.5285/ccaf2871-1a1a-4cb4-aadf-883fb984a90f"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["University of Bath"],"ror":["https://ror.org/002h8g185","https://ror.org/04xw4m193"],"state":"published","title":"High-resolution water quality data from the River Frome catchment, Dorset, UK, August-September 2022","topic":["0/Water quality/","0/Environmental survey/"],"version":1.0,"view":["public","jashun"],"shortenedDescription":"This dataset contains high-frequency water quality measurements taken at multiple sites in the River Frome catchment area, Dorset, UK. Water quality data consists of a mixture of 30-min sensor readings and frequent grab samples. Also included are high-frequency discharge..."},{"publicationDate":"2017-04-26T00:00:00.000+00:00","authorAffiliation":["Centre for Ecology & Hydrology","Freshwater Biological Association"],"authorGivenName":["S.C.","B.","H.T.","M.A.","M.M.","J.M.","J.B.","P.","J.L.","E.B.","J.E.","M.","M.G.","G.","S.J.","C.J.","H."],"authorFamilyName":["Maberly","Brierley","Carter","Clarke","De Ville","Fletcher","James","Keenan","Kelly","Mackay","Parker","Patel","Pereira","Rhodes","Tanna","Thackeray","Vincent","Feuchtmayr"],"authorFullName":["Maberly, S.C.","Brierley, B.","Carter, H.T.","Clarke, M.A.","De Ville, M.M.","Fletcher, J.M.","James, J.B.","Keenan, P.","Kelly, J.L.","Mackay, E.B.","Parker, J.E.","Patel, M.","Pereira, M.G.","Rhodes, G.","Tanna, B.","Thackeray, S.J.","Vincent, C.J.","Feuchtmayr, H."],"authorOrcid":["https://orcid.org/0000-0003-3541-5903","https://orcid.org/0000-0002-3808-1534","https://orcid.org/0000-0002-8788-8449","https://orcid.org/0000-0001-5697-7062","https://orcid.org/0000-0003-0488-3843","https://orcid.org/0000-0003-3274-2706","https://orcid.org/0000-0002-2028-4843"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This is a long-term monitoring dataset of surface temperature, surface oxygen, water clarity, water chemistry and phytoplankton chlorophyll a from weekly or fortnightly sampling at the North Basin of Windermere in Cumbria, England.  Monitoring began in 1945 for some variables. The data comprise surface temperature, surface oxygen saturation, Secchi depth, alkalinity, ammonium, nitrate, soluble reactive phosphate, total phosphorus, dissolved reactive silicon and phytoplankton chlorophyll a. \n\nWater samples are based on a sample integrated from 0 to 5 m (1945-1962), 0 to 10 m (1962-1964) and 0 to 7 m (1964 onwards). Measurements are made from a boat at a marked location at the deepest part of the lake. \n\nAll data are from February 1945 until the end of 2013 and were initially collected by the Freshwater Biological Association but have been collected by the Centre for Ecology & Hydrology (CEH) and its predecessor Institute of Freshwater Ecology since 1989. ","documentType":"GEMINI_DOCUMENT","identifier":"f385b60a-2a6b-432e-aadd-a9690415a0ca","incomingCitationCount":0,"givenName":["Heidrun","S.C.","B.","H.T.","M.A.","M.M.","J.M.","J.B.","P.","J.L.","E.B.","J.E.","M.","M.G.","G.","S.J.","C.J.","H."],"familyName":["Feuchtmayr","Maberly","Brierley","Carter","Clarke","De Ville","Fletcher","James","Keenan","Kelly","Mackay","Parker","Patel","Pereira","Rhodes","Tanna","Thackeray","Vincent"],"fullName":["Feuchtmayr, H.","Maberly, S.C.","Brierley, B.","Carter, H.T.","Clarke, M.A.","De Ville, M.M.","Fletcher, J.M.","James, J.B.","Keenan, P.","Kelly, J.L.","Mackay, E.B.","Parker, J.E.","Patel, M.","Pereira, M.G.","Rhodes, G.","Tanna, B.","Thackeray, S.J.","Vincent, C.J."],"keyword":["Lake District","Lake Windermere","Environmental survey","Water quality"],"keywordsPlace":["Lake District","Lake Windermere"],"keywordsTheme":["Environmental survey","Water quality"],"licence":"Non-Open government licence","lineage":"Measurements are made from a boat at a marked location (buoy) at the deepest part of the lake. All data are from February 1945 until the end of 2013.  Samples were analysed in Freshwater Biological Association/Centre for Ecology & Hydrology laboratories.","locations":["POLYGON((-2.985 54.367, -2.985 54.425, -2.898 54.425, -2.898 54.367, -2.985 54.367))"],"orcid":["https://orcid.org/0000-0003-3541-5903","https://orcid.org/0000-0002-3808-1534","https://orcid.org/0000-0002-8788-8449","https://orcid.org/0000-0001-5697-7062","https://orcid.org/0000-0003-0488-3843","https://orcid.org/0000-0003-3274-2706","https://orcid.org/0000-0002-2028-4843"],"organisation":["UK Centre for Ecology & Hydrology","Centre for Ecology & Hydrology","Freshwater Biological Association","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/f385b60a-2a6b-432e-aadd-a9690415a0ca","10.5285/f385b60a-2a6b-432e-aadd-a9690415a0ca"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Surface temperature, surface oxygen, water clarity, water chemistry and phytoplankton chlorophyll a data from Windermere North Basin, 1945 to 2013","topic":["0/Environmental survey/","0/Water quality/"],"version":1.0,"view":["public","clamw"],"shortenedDescription":"This is a long-term monitoring dataset of surface temperature, surface oxygen, water clarity, water chemistry and phytoplankton chlorophyll a from weekly or fortnightly sampling at the North Basin of Windermere in Cumbria, England.  Monitoring began in 1945 for some..."},{"publicationDate":"2022-07-26T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology"],"authorGivenName":["A.","G.","S."],"authorFamilyName":["Griffin","Vesuviano","Cole"],"authorFullName":["Griffin, A.","Vesuviano, G.","Cole, S."],"authorOrcid":["https://orcid.org/0000-0001-8645-4561","https://orcid.org/0000-0003-2157-8875","https://orcid.org/0000-0003-4294-8687"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This is a set of six ASCII grids describing the peak flood event for six return periods (2-100 years) at each point of the river network in the state of Kerala, India. Estimates were derived in a similar way to the Flood Estimation Handbook* approach.  The data is measured in cubic metres per second, and is given on an unprojected resolution of 15 arc-seconds per grid cell.\n\nThis work was supported by the Natural Environment Research Council as part of the LAWIS programme delivering National Capability.\n\n* (Flood Estimation Handbook. Centre for Ecology & Hydrology, 1999, ISBN: 9781906698003)","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"identifier":"cba9f9db-4706-4f1e-aaf4-fd7769e00db0","incomingCitationCount":0,"givenName":["Adam","A.","G.","S."],"familyName":["Griffin","Vesuviano","Cole"],"fullName":["Griffin, A.","Vesuviano, G.","Cole, S."],"keyword":["Hydrology","Flood frequency","Land Air Water International Science","LAWIS","Peak daily river flow","lasso (least absolute shrinkage and selection operator)","HydroSHEDS","UN FAO Harmonised World Soil Database","lmomRFA","QMED","Kerala","India"],"keywordsTheme":["Hydrology"],"keywordsOther":["Flood frequency","Land Air Water International Science","LAWIS","Peak daily river flow","lasso (least absolute shrinkage and selection operator)","HydroSHEDS","UN FAO Harmonised World Soil Database","lmomRFA","QMED","Kerala","India"],"licence":"Open government licence","lineage":"Hydrological flow records were used from the CWC to extract an annual maxima series from 2000-2020 across the state. Catchment descriptors from HydroSHEDS, UN FAO Harmonised World Soil Database, and IMD rainfall products were used to estimate the 2-year flood at ungauged sites. Top-kriging was used to interpolate this to over 300 sites covering the state. Then a regional GEV growth curve was fitted to get other return periods of peak flow.","locations":["POLYGON((74.9 8.31, 74.9 12.8, 77.37 12.8, 77.37 8.31, 74.9 8.31))"],"orcid":["https://orcid.org/0000-0001-8645-4561","https://orcid.org/0000-0003-2157-8875","https://orcid.org/0000-0003-4294-8687"],"organisation":["UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/cba9f9db-4706-4f1e-aaf4-fd7769e00db0","10.5285/cba9f9db-4706-4f1e-aaf4-fd7769e00db0"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","supplementalName":["UKCEH Flood Estimation Handbook"],"title":"Gridded flood frequency estimates for Kerala, India","topic":["0/Hydrology/"],"version":1.0,"view":["public","phtr"],"shortenedDescription":"This is a set of six ASCII grids describing the peak flood event for six return periods (2-100 years) at each point of the river network in the state of Kerala, India. Estimates were derived in a similar way to the Flood Estimation Handbook* approach.  The data is measured..."},{"publicationDate":"2018-12-14T00:00:00.000+00:00","authorAffiliation":["University of Glasgow","University of Stirling"],"authorGivenName":["Y. ","L.A","S.","D.M."],"authorFamilyName":["Zheng","Naylor","Waldron","Oliver"],"authorFullName":["Zheng, Y.","Naylor, L.A.","Waldron, S.","Oliver, D.M."],"authorOrcid":["https://orcid.org/0000-0002-7913-8234","https://orcid.org/0000-0002-4065-2674","https://orcid.org/0000-0002-2683-0761","https://orcid.org/0000-0002-6200-562X"],"authorRor":["https://ror.org/00vtgdb53","https://ror.org/045wgfr59"],"catalogue":"eidc","description":"Survey data on knowledge exchange experience of both Chinese and British scientists working on critical zone and more broadly on geoscience. Data are drawn from questionnaire surveys to explore the knowledge management methods used in their environmental research. Data are anonymised social survey data from questionnaires.\n\nThe data were generated during the NERC grant 'The transmissive critical zone: understanding the karst hydrology-biogeochemical interface for sustainable management' reference NE/N007425/1 undertaken as part of the NERC Using Critical Zone Science to Understand Sustaining the Ecosystem Service of Soil & Water (CZO) programme.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/N007425/1"],"identifier":"71fc5250-727b-42ec-85ba-a45770e464b1","incomingCitationCount":0,"givenName":["Ying","Y. ","L.A","S.","D.M."],"familyName":["Zheng","Naylor","Waldron","Oliver"],"fullName":["Zheng, Y.","Naylor, L.A.","Waldron, S.","Oliver, D.M."],"keyword":["Puding County","Guizhou","Yujiang County","Jiangxi","CZO","Soil","Environmental survey","Hydrology","Water quality","Ecosystem services","critical zone","knowledge exchange","red soil","karst"],"keywordsPlace":["Puding County","Guizhou","Yujiang County","Jiangxi"],"keywordsProject":["CZO"],"keywordsTheme":["Soil","Environmental survey","Hydrology","Water quality","Ecosystem services"],"keywordsOther":["critical zone","knowledge exchange","red soil","karst"],"licence":"Open government licence","lineage":"Data are anonymised social survey data from questionnaires conducted to Chinese and British scientists in person or online. Scientists were surveyed from two countries to allow the comparison.","orcid":["https://orcid.org/0000-0002-7913-8234","https://orcid.org/0000-0002-4065-2674","https://orcid.org/0000-0002-2683-0761","https://orcid.org/0000-0002-6200-562X"],"organisation":["University of Glasgow","University of Stirling","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/71fc5250-727b-42ec-85ba-a45770e464b1","10.5285/71fc5250-727b-42ec-85ba-a45770e464b1"],"resourceStatus":"Available","resourceType":"Non-geographic dataset","rightsHolder":["University of Glasgow"],"ror":["https://ror.org/00vtgdb53","https://ror.org/045wgfr59","https://ror.org/04xw4m193"],"state":"published","title":"Survey data of scientists on knowledge exchange in critical zone and geoscience","topic":["0/Soil/","0/Environmental survey/","0/Hydrology/","0/Water quality/","0/Ecosystem services/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"Survey data on knowledge exchange experience of both Chinese and British scientists working on critical zone and more broadly on geoscience. Data are drawn from questionnaire surveys to explore the knowledge management methods used in their environmental research. Data..."},{"publicationDate":"2016-04-18T00:00:00.000+00:00","authorAffiliation":["Centre for Ecology & Hydrology"],"authorGivenName":["M.R.","D.M."],"authorFamilyName":["Marshall","Cooper"],"authorFullName":["Marshall, M.R.","Cooper, D.M."],"authorOrcid":["https://orcid.org/0000-0003-2869-0616","https://orcid.org/0000-0001-7578-7918"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"Fifteen minute river stage height for 6 river monitoring stations within the Conwy catchment, North Wales are presented for the period 2013 to 2016. At one site (Cwm Llanerch) site the water temperature was also sampled. At all sites, the mean water height in millimetres (mm) is measured using a pressure transducer installed at an arbitrary level and recorded onto data loggers every 15 minutes. The data were collected to estimate flow in the 6 rivers. The data was collected by CEH staff members for the NERC project \"The Multi-Scale Response of Water quality, Biodiversity and C Sequestration to Coupled Macronutrient Cycling from Source to Sea\" (NE/J011991/1). Note: there are gaps in this data set due to equipment/battery or system failures. ","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/J011991/1"],"identifier":"79de7b6e-93c2-45d3-b11d-de156dc4fefc","incomingCitationCount":0,"givenName":["David","M.R.","D.M."],"familyName":["Cooper","Marshall"],"fullName":["Cooper, D.","Marshall, M.R.","Cooper, D.M."],"keyword":["Pressure transducer","Conwy catchment","North Wales","Turf2Surf (T2S)","Macronutrient (MCP)","Hydrology","Macronutrient cycling","hydrology"],"keywordsInstrument":["Pressure transducer"],"keywordsPlace":["Conwy catchment","North Wales"],"keywordsProject":["Turf2Surf (T2S)","Macronutrient (MCP)"],"keywordsTheme":["Hydrology"],"keywordsOther":["Macronutrient cycling","hydrology"],"licence":"Open government licence","lineage":"Water level was measured at all sites using a pressure transducer every 10 seconds and the mean value recorded onto a Campbell data logger every 15 minutes. The temperature data for the Cwm Llanerch site was sampled and recorded in the same way. Data was then downloaded onto a field laptop during routine site visits and then raw data files uploaded onto an Access database. Data was then extracted from the access data base to provide individual .csv files for each site. ","locations":["POLYGON((-3.97 52.99, -3.97 53.2, -3.712 53.2, -3.712 52.99, -3.97 52.99))"],"orcid":["https://orcid.org/0000-0003-2869-0616","https://orcid.org/0000-0001-7578-7918"],"organisation":["UK Centre for Ecology & Hydrology","Centre for Ecology & Hydrology","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/79de7b6e-93c2-45d3-b11d-de156dc4fefc","10.5285/79de7b6e-93c2-45d3-b11d-de156dc4fefc"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","supplementalName":["Turf2Surf website"],"title":"Automatic sampler stage data from six Conwy catchment stream sites 2013 to 2016","topic":["0/Hydrology/"],"version":1.0,"view":["public","danor"],"shortenedDescription":"Fifteen minute river stage height for 6 river monitoring stations within the Conwy catchment, North Wales are presented for the period 2013 to 2016. At one site (Cwm Llanerch) site the water temperature was also sampled. At all sites, the mean water height in millimetres..."},{"publicationDate":"2023-03-07T00:00:00.000+00:00","authorAffiliation":["University of Reading","Anglian Water","UK Centre for Ecology & Hydrology","Royal Netherlands Meteorological Institute (KNMI)"],"authorGivenName":["W.","N.","G.","K.","T.","M. "],"authorFamilyName":["Chan","Arnell","Darch","Facer-Childs","Shepherd","Tanguy","van der Wiel"],"authorFullName":["Chan, W.","Arnell, N.","Darch, G.","Facer-Childs, K.","Shepherd, T.","Tanguy, M.","van der Wiel, K."],"authorOrcid":["https://orcid.org/0000-0003-4296-3203"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This dataset contains GR6J  (which stands for modèle du Génie Rural à 6 paramètres Journalier) modelled daily river flow time series for 95 river catchments in Great Britain and driving data (precipitation and potential evapotranspiration calculated from temperature) from the EC-Earth Single Model Initial Condition Large Ensemble (SMILE) climate model. The large ensemble is based on the EC-Earth Global Climate Model (GCM) v2.3 and is run for present day (equivalent to present day climate with observed global mean surface temperature for the period 2011-2015) and pre-industrial plus 2°C and 3°C global warming conditions. In total, they make up 2000 years of data for each global warming level (i.e. 16 ensemble members x 25 realizations x 5 years = 2000 years). All ensemble members are pooled to form a continuous 2000-year time series of meteorological input and daily modelled river flows. ","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/S007261/1"],"identifier":"d966ae7f-a29b-4c57-835d-f4efd0d65c88","incomingCitationCount":0,"givenName":["W.","N.","G.","K.","T.","M. "],"familyName":["Chan","Arnell","Darch","Facer-Childs","Shepherd","Tanguy","van der Wiel"],"fullName":["Chan, W.","Arnell, N.","Darch, G.","Facer-Childs, K.","Shepherd, T.","Tanguy, M.","van der Wiel, K."],"keyword":["Great Britain","Hydrology","Modelling","large ensemble","climate change","hydrology","model"],"keywordsPlace":["Great Britain"],"keywordsTheme":["Hydrology","Modelling"],"keywordsOther":["large ensemble","climate change","hydrology","model"],"licence":"Open government licence","lineage":"The GR6J hydrological model (which stands for modèle du Génie Rural à 6 paramètres Journalier) is used to simulate river flows at 95 river catchments driven by the pooled continuous 2000-years input data (precipitation and potential evapotranspiration) from the EC-Earth large ensemble. Simulated river flows is obtained from using the best performing model run for each river catchment to drive GR6J hydrological models for each catchment. \nThis dataset is produced as part of a PhD studentship supported by the Natural Environment Research Council via the SCENARIO Doctoral Training Partnership (grant no. NE/S007261/1).\n","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"orcid":["https://orcid.org/0000-0003-4296-3203"],"organisation":["University of Reading","Anglian Water","UK Centre for Ecology & Hydrology","Royal Netherlands Meteorological Institute (KNMI)","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/d966ae7f-a29b-4c57-835d-f4efd0d65c88","10.5285/d966ae7f-a29b-4c57-835d-f4efd0d65c88"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["University of Reading"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Estimates of daily river flows for 95 catchments in Great Britain from the GR6J model under present and future climate scenarios, using large ensemble climate model driving data","topic":["0/Hydrology/","0/Modelling/"],"version":1.0,"view":["public","tinzha"],"shortenedDescription":"This dataset contains GR6J  (which stands for modèle du Génie Rural à 6 paramètres Journalier) modelled daily river flow time series for 95 river catchments in Great Britain and driving data (precipitation and potential evapotranspiration calculated from temperature)..."},{"publicationDate":"2018-03-08T00:00:00.000+00:00","altTitle":["MaRIUS-G2G-Oudin-daily"],"authorAffiliation":["Centre for Ecology & Hydrology"],"authorGivenName":["V.A.","A.C.","A.L.","H.N."],"authorFamilyName":["Bell","Rudd","Kay","Davies"],"authorFullName":["Bell, V.A.","Rudd, A.C.","Kay, A.L.","Davies, H.N."],"authorOrcid":["https://orcid.org/0000-0002-0792-5650","https://orcid.org/0000-0001-5996-6115","https://orcid.org/0000-0002-5526-1756","https://orcid.org/0000-0001-7783-4853"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This dataset is a model output, from the Grid-to-Grid hydrological model driven by observed climate data (CEH-GEAR rainfall and Oudin temperature-based potential evaporation). It provides daily mean river flow (m3/s) for 260 catchments, for the period 1891 to 2015. The catchments correspond to locations of NRFA gauging stations (http://nrfa.ceh.ac.uk/).\n\nThe data were produced as part of MaRIUS (Managing the Risks, Impacts and Uncertainties of drought and water Scarcity), which was a UK NERC-funded research project (2014-2017) that developed a risk-based approach to drought and water scarcity (http://www.mariusdroughtproject.org/).","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/L010208/1"],"identifier":"0ceb4f85-0bbf-49f0-ab70-cfc137ab7d4d","incomingCitationCount":3,"givenName":["Vicky","V.A.","A.C.","A.L.","H.N."],"familyName":["Bell","Rudd","Kay","Davies"],"fullName":["Bell, V.","Bell, V.A.","Rudd, A.C.","Kay, A.L.","Davies, H.N."],"keyword":["Great Britain","Hydrology","Modelling","G2G","Grid-to-Grid","River flow","drought"],"keywordsPlace":["Great Britain"],"keywordsTheme":["Hydrology","Modelling"],"keywordsOther":["G2G","Grid-to-Grid","River flow","drought"],"licence":"Non-Open government licence","lineage":"The river flow estimates are output from the Grid-to-Grid hydrological model (Bell et al. 2009; doi:10.1016/j.jhydrol.2009.08.031). The meteorological inputs to the model were rainfall from CEH-GEAR (Tanguy et al. 2016; doi:10.5285/33604ea0-c238-4488-813d-0ad9ab7c51ca) and potential evaporation derived from 5km temperature data (Perry and Hollis, 2005, doi:10.1002/joc.1161) using the method of Oudin et al. (2005; https://doi.org/10.1016/j.jhydrol.2004.08.026). See Supporting Information for more details.\n","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"orcid":["https://orcid.org/0000-0002-0792-5650","https://orcid.org/0000-0001-5996-6115","https://orcid.org/0000-0002-5526-1756","https://orcid.org/0000-0001-7783-4853"],"organisation":["UK Centre for Ecology & Hydrology","Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/0ceb4f85-0bbf-49f0-ab70-cfc137ab7d4d","10.5285/0ceb4f85-0bbf-49f0-ab70-cfc137ab7d4d"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","supplementalDescription":["Bell, V. A., Kay, A. L., Jones, R. G., Moore, R. J., & Reynard, N. S. (2009). Use of soil data in a grid-based hydrological model to estimate spatial variation in changing flood risk across the UK. Journal of Hydrology, 377(3–4), 335–350. ","Website for the National River Flow Archive, with list of gauging stations","Marius project website"],"supplementalName":["NRFA website","Marius project website"],"title":"Grid-to-Grid model estimates of daily mean river flow for gauged catchments in Great Britain (1891 to 2015): observed driving data [MaRIUS-G2G-Oudin-daily]","topic":["0/Hydrology/","0/Modelling/"],"version":1.0,"view":["public","nuri"],"shortenedDescription":"This dataset is a model output, from the Grid-to-Grid hydrological model driven by observed climate data (CEH-GEAR rainfall and Oudin temperature-based potential evaporation). It provides daily mean river flow (m3/s) for 260 catchments, for the period 1891 to 2015...."},{"publicationDate":"2023-09-05T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology","University of Manchester"],"authorGivenName":["E.","D.","C.-H.M."],"authorFamilyName":["Magee","Huxley","Tso"],"authorFullName":["Magee, E.","Huxley, D.","Tso, C.-.M."],"authorOrcid":["https://orcid.org/0000-0002-2415-0826"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This resource comprises two Jupyter notebooks that includes the model code in python to train a random forest model to predict long-term seasonal nitrate and orthophosphate concentrations at each river reach in Great Britain. The input features considered are catchment descriptors and land cover matched to the reaches. The training data is obtained from the Environmental Agency Water Quality Archive, 2010-2020. This method provides an effective way to map water quality data from stations to the river network.\n\nA live demo of a web application to visualize the dataset can be viewed at https://moisture-wqmlviewer.datalabs.ceh.ac.uk/wqml_viewer","documentType":"GEMINI_DOCUMENT","identifier":"ba208b6c-6f1a-43b1-867d-bc1adaff6445","incomingCitationCount":0,"givenName":["Michael","E.","D.","C.-H.M."],"familyName":["Tso","Magee","Huxley"],"fullName":["Tso, M.","Magee, E.","Huxley, D.","Tso, C.-.M."],"keyword":["UK-SCAPE","Modelling","Water quality","Hydrology","Jupyter notebook","Python","random forest model","web application","orthophosphate","River network","Machine learning","river","nitrate","modelling"],"keywordsProject":["UK-SCAPE"],"keywordsTheme":["Modelling","Water quality","Hydrology"],"keywordsOther":["Jupyter notebook","Python","random forest model","web application","orthophosphate","River network","Machine learning","river","nitrate","modelling"],"licence":"Open government licence","lineage":"The machine learning model is trained on the following datasets:\n* Land cover map\n* NRFA Catchment descriptors\n* UKCEH digital river network of Great Britain (1:50,000)\n* Environmental Agency water quality archive\nMore information is provided in the supporting documentation accompanying this resource.\n\nPlease 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). ","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"orcid":["https://orcid.org/0000-0002-2415-0826"],"organisation":["UK Centre for Ecology & Hydrology","University of Manchester","NERC EDS Environmental Information Data Centre"],"recordType":"Model code","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/ba208b6c-6f1a-43b1-867d-bc1adaff6445","10.5285/ba208b6c-6f1a-43b1-867d-bc1adaff6445"],"resourceStatus":"Available","resourceType":"Application","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","supplementalName":["A live demo of the web application to visualize the model","Environment Agency water quality data archive"],"title":"Random forest model to predict long-term seasonal nitrate and orthophosphate concentrations in British river reaches","topic":["0/Modelling/","0/Water quality/","0/Hydrology/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"This resource comprises two Jupyter notebooks that includes the model code in python to train a random forest model to predict long-term seasonal nitrate and orthophosphate concentrations at each river reach in Great Britain. The input features considered are catchment..."},{"publicationDate":"2017-04-21T00:00:00.000+00:00","authorAffiliation":["Centre for Ecology & Hydrology"],"authorGivenName":["S.C.","H.T.","M.A.","M.M.","J.M.","J.B.","P.","J.L.","E.B.","J.E.","M.","M.G.","G.","B.","S.J.","C.","H."],"authorFamilyName":["Maberly","Carter","Clarke","De Ville","Fletcher","James","Keenan","Kelly","Mackay","Parker","Patel","Pereira","Rhodes","Tanna","Thackeray","Vincent","Feuchtmayr"],"authorFullName":["Maberly, S.C.","Carter, H.T.","Clarke, M.A.","De Ville, M.M.","Fletcher, J.M.","James, J.B.","Keenan, P.","Kelly, J.L.","Mackay, E.B.","Parker, J.E.","Patel, M.","Pereira, M.G.","Rhodes, G.","Tanna, B.","Thackeray, S.J.","Vincent, C.","Feuchtmayr, H."],"authorOrcid":["https://orcid.org/0000-0003-3541-5903","https://orcid.org/0000-0002-3808-1534","https://orcid.org/0000-0002-8788-8449","https://orcid.org/0000-0001-5697-7062","https://orcid.org/0000-0003-0488-3843","https://orcid.org/0000-0003-3274-2706","https://orcid.org/0000-0002-2028-4843"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This is a long-term monitoring dataset of surface temperature, surface oxygen, water clarity, water chemistry and phytoplankton chlorophyll a from fortnightly sampling by the Centre for Ecology & Hydrology (and previously the Institute of Freshwater Ecology) at Derwent Water in Cumbria, England. The data available to download comprise surface temperature (TEMP) in degree Celsius, surface oxygen saturation (OXYG) in % air-saturation, Secchi depth (SECC) in metres, alkalinity (ALKA) in µg per litre as CaCO3 and pH. Ammonium (NH4N), nitrate (NO3N), soluble reactive phosphate (PO4P), total phosphorus (TOTP), dissolved reactive silicon expressed as SiO2 (SIO2) and phytoplankton chlorophyll a (TOCA) are all given in µg per litre.  Measurements are made from a boat at a marked location (buoy) at the deepest part of the lake. When it was not possible to visit the buoy, samples were taken from the shore, thus water samples were not integrated on these occasions, marked as Flag 2. All data are from August 1990 until the end of 2013.","documentType":"GEMINI_DOCUMENT","identifier":"106844ff-7b4c-45c3-8b4c-7cfb4a4b953b","incomingCitationCount":0,"givenName":["H.","S.C.","H.T.","M.A.","M.M.","J.M.","J.B.","P.","J.L.","E.B.","J.E.","M.","M.G.","G.","B.","S.J.","C."],"familyName":["Feuchtmayr","Maberly","Carter","Clarke","De Ville","Fletcher","James","Keenan","Kelly","Mackay","Parker","Patel","Pereira","Rhodes","Tanna","Thackeray","Vincent"],"fullName":["Feuchtmayr, H.","Maberly, S.C.","Carter, H.T.","Clarke, M.A.","De Ville, M.M.","Fletcher, J.M.","James, J.B.","Keenan, P.","Kelly, J.L.","Mackay, E.B.","Parker, J.E.","Patel, M.","Pereira, M.G.","Rhodes, G.","Tanna, B.","Thackeray, S.J.","Vincent, C."],"keyword":["Lake District","Derwent Water","Environmental survey","Water quality"],"keywordsPlace":["Lake District","Derwent Water"],"keywordsTheme":["Environmental survey","Water quality"],"licence":"Open government licence","lineage":"Measurements are made from a boat at a marked location (buoy) at the deepest part of the lake. When it was not possible to visit the buoy, samples were taken from the shore. Water samples are based on a sample integrated from 0 to 5 m.  Samples were analysed in Centre for Ecology & Hydrology laboratories.","locations":["POLYGON((-3.176 54.551, -3.176 54.603, -3.116 54.603, -3.116 54.551, -3.176 54.551))"],"orcid":["https://orcid.org/0000-0003-3541-5903","https://orcid.org/0000-0002-3808-1534","https://orcid.org/0000-0002-8788-8449","https://orcid.org/0000-0001-5697-7062","https://orcid.org/0000-0003-0488-3843","https://orcid.org/0000-0003-3274-2706","https://orcid.org/0000-0002-2028-4843"],"organisation":["UK Centre for Ecology & Hydrology","Centre for Ecology & Hydrology","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/106844ff-7b4c-45c3-8b4c-7cfb4a4b953b","10.5285/106844ff-7b4c-45c3-8b4c-7cfb4a4b953b"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Surface temperature, surface oxygen, water clarity, water chemistry and phytoplankton chlorophyll a data from Derwent Water, 1990 to 2013","topic":["0/Environmental survey/","0/Water quality/"],"version":1.0,"view":["public","clamw"],"shortenedDescription":"This is a long-term monitoring dataset of surface temperature, surface oxygen, water clarity, water chemistry and phytoplankton chlorophyll a from fortnightly sampling by the Centre for Ecology & Hydrology (and previously the Institute of Freshwater Ecology) at Derwent..."},{"publicationDate":"2016-11-18T00:00:00.000+00:00","authorAffiliation":["Centre for Ecology & Hydrology"],"authorGivenName":["M.","J.","R.","C.","P."],"authorFamilyName":["Dunbar","Murphy","Clarke","Davies","Scarlett"],"authorFullName":["Dunbar, M.","Murphy, J.","Clarke, R.","Davies, C.","Scarlett, P."],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This dataset consists of invertebrate species records, sampled from headwater streams during a survey in 2007. Macro-invertebrates were sampled using standard protocols. The sample area in each stream was a single area of stream-bed whose major habitat types can be sampled within the recommended sampling period of three minutes of active sampling, supplemented by a one minute hand search. The length of river surveyed would normally vary from 5 to 15m. Samples were collected using a standard 1mm mesh pond net and returned to the Centre for Ecology & Hydrology for later sorting and identification. Supplemental physical measurements (width, depth, substrate composition) required to run RIVPACS (River Invertebrate Prediction and Classification System) were taken.\nData were collected under the Countryside Survey long term monitoring project managed by the Centre for Ecology & Hydrology. The Countryside Survey is a unique study or 'audit' of the natural resources of the UK's countryside. The sample sites are chosen from a stratified random sample, based on a 15 by 15 km grid of GB. Headwater stream surveys have been carried out in 1990, 1998 and 2007 with repeated visits to the majority of sites. The countryside is sampled and surveyed using rigorous scientific methods, allowing us to compare new results with those from previous surveys. In this way we can detect the gradual and subtle changes that occur in the UK's countryside over time. 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Macro-invertebrates were sampled using standard protocols. The sample area in each stream was a single area of stream-bed whose major habitat types can be..."},{"publicationDate":"2025-05-27T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology"],"authorGivenName":["M.J.","L.K.","D.J.E.","M.","A.","M.A.","E.","M.D."],"authorFamilyName":["Bowes","Armstrong","Nicholls","Williams","O’Brien","Duenas-Lopez","Duke","Juergens"],"authorFullName":["Bowes, M.J.","Armstrong, L.K.","Nicholls, D.J.E.","Williams, M.","O’Brien, A.","Duenas-Lopez, M.A.","Duke, E.","Juergens, M.D."],"authorOrcid":["https://orcid.org/0000-0002-0673-1934","https://orcid.org/0000-0002-6526-589X"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This dataset comprises weekly water quality monitoring data of seven sites along the River Thames, UK, and sixteen of its major tributaries from Feburary 2009 to December 2023. 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