{"numFound":195,"page":1,"rows":20,"url":"http://catalogue.ceh.ac.uk/eidc/documents?facet=funder%7CRadioactive+Waste+Management+Ltd&facet=topic%7C0%2FEnvironmental+risk%2F&facet=topic%7C0%2FRadioecology%2F&facet=topic%7C0%2FEnvironmental+survey%2F&facet=funder%7CNatural+Environment+Research+Council","nextPage":"http://catalogue.ceh.ac.uk/eidc/documents?page=2&facet=funder%7CRadioactive+Waste+Management+Ltd&facet=topic%7C0%2FEnvironmental+risk%2F&facet=topic%7C0%2FRadioecology%2F&facet=topic%7C0%2FEnvironmental+survey%2F&facet=funder%7CNatural+Environment+Research+Council","results":[{"publicationDate":"2018-08-22T00:00:00.000+00:00","authorAffiliation":["University of Portsmouth"],"authorGivenName":["N.","J.T.","A.T."],"authorFamilyName":["Fuller","Smith","Ford"],"authorFullName":["Fuller, N.","Smith, J.T.","Ford, A.T."],"authorOrcid":["https://orcid.org/0000-0001-9486-6654","https://orcid.org/0000-0002-0808-2739","https://orcid.org/0000-0001-5202-546X"],"authorRor":["https://ror.org/03ykbk197"],"catalogue":"eidc","description":"Data comprise results of laboratory experiments assessing the impacts of beta radiation (phosphorus-32) on reproduction, development and DNA damage in a marine and freshwater crustacean species. All crustacean samples were collected either from Lock Lake, Portsmouth (marine crustacean Echinogammarus marinus) or from the River Ems, Emsworth (freshwater crustacean, Gammarus pulex). Laboratory experiments were conducted periodically from summer 2015 to autumn 2016 at the University of Portsmouth. The data are of use in elucidating the mechanisms and effects of low-dose ionising radiation on an important group of model organisms in radioecology. \n\n\n","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/L000393/1"],"identifier":"b70afb8f-0a2b-40e6-aecc-ce484256bbfb","incomingCitationCount":0,"givenName":["N.","J.T.","A.T."],"familyName":["Fuller","Smith","Ford"],"fullName":["Fuller, N.","Smith, J.T.","Ford, A.T."],"keyword":["TRansfer - Exposure – Effects (TREE)","COMET","Radioecology","crustacean","Echinogammarus marinus","Gammarus pulex","animal reproduction","beta radiation","phosphorus-32","DNA","biological development"],"keywordsProject":["TRansfer - Exposure – Effects (TREE)","COMET"],"keywordsTheme":["Radioecology"],"keywordsOther":["Radioecology","crustacean","Echinogammarus marinus","Gammarus pulex","animal reproduction","beta radiation","phosphorus-32","DNA","biological development"],"licence":"Open government licence","lineage":"Sperm quality data was ascertained using a LIVE/DEAD sperm viability kit on sperm suspensions obtained by dissection. DNA damage data was obtained using a modified comet assay method. ","locations":["POLYGON((-1.226 50.746, -1.226 51, -0.784 51, -0.784 50.746, -1.226 50.746))"],"orcid":["https://orcid.org/0000-0001-9486-6654","https://orcid.org/0000-0002-0808-2739","https://orcid.org/0000-0001-5202-546X"],"organisation":["University of Portsmouth","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/b70afb8f-0a2b-40e6-aecc-ce484256bbfb","10.5285/b70afb8f-0a2b-40e6-aecc-ce484256bbfb"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/03ykbk197","https://ror.org/04xw4m193"],"state":"published","supplementalDescription":["This paper describes the software package that was used to calculate DNA damage in the associated dataset. "," This paper describes the methods used within this dataset to analyse embryo abnormalities within amphipods. "," Lacaze, E., Devaux, A., Mons, R., Bony, S., Garric, J., Geffard, A., & Geffard, O. (2011). DNA damage in caged Gammarus fossarum amphipods: A tool for freshwater genotoxicity assessment. Environmental Pollution, 159(6), 1682–1691. ","Fuller, N., Smith, J.T., Nagorskaya, L.L., Gudkov, D.I., & Ford, A.T. (2017). Does Chernobyl-derived radiation impact the developmental stability of Asellus aquaticus 30 years on? Science of The Total Environment, 576, 242–250","Fuller, N., Lerebours, A., Smith, J.T., & Ford, A.T. (2015). The biological effects of ionising radiation on Crustaceans: A review. Aquatic Toxicology, 167, 55-67. ","Fuller, N., Ford, A.T., Nagorskaya, L.L., Gudkov, D.I., & Smith, J.T. (2018). Reproduction in the freshwater crustacean Asellus aquaticus along a gradient of radionuclide contamination at Chernobyl. Science of The Total Environment, 628–629, 11-17."],"supplementalName":["Comet Assay Analysis","Embryo abnormality analysis","This paper documents the methods which were adapted to perform the comet assay on amphipod sperm","Report describing methods used within this dataset to analyse embryo abnormalities within amphipods"],"title":"Effects of low-dose ionising radiation on reproduction and DNA damage in marine and freshwater amphipod crustaceans","topic":["0/Radioecology/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"Data comprise results of laboratory experiments assessing the impacts of beta radiation (phosphorus-32) on reproduction, development and DNA damage in a marine and freshwater crustacean species. All crustacean samples were collected either from Lock Lake, Portsmouth..."},{"publicationDate":"2020-02-27T00:00:00.000+00:00","authorAffiliation":["University of Aberdeen"],"authorGivenName":["Joseph","J.","P."],"authorFamilyName":["Oyesiku-Blakemore","Smith","Hallett"],"authorFullName":["Oyesiku-Blakemore, J.","Smith, J.","Hallett, P."],"authorRor":["https://ror.org/016476m91"],"catalogue":"eidc","description":"Data comprise soil organic carbon content from a simulation using the ECOSSE model; a pool-based carbon and nitrogen turnover model. Simulations were performed using input data from the Sunjia research farm in southeast China (Jianxi province). Data here is from simulations using the global version of the ECOSSE model, a package which applies the regular model spatially. Input data for the simulations were provided by the soil science department of the Chinese Academy of Sciences. Simulations were conducted in 2018. ","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/N007611/1"],"identifier":"876fa724-c3d3-4091-8de2-8140b7c973eb","incomingCitationCount":0,"givenName":["Joseph","J.","P.","Joseph "],"familyName":["Oyesiku-Blakemore","Smith","Hallett"],"fullName":["Oyesiku-Blakemore, J.","Smith, J.","Hallett, P."],"keyword":["Soil","Environmental survey","soil","organic carbon"],"keywordsTheme":["Soil","Environmental survey"],"keywordsOther":["soil","organic carbon"],"licence":"Open government licence","lineage":"The data was collected through model simulations. These were performed to understand the response of soil carbon in the red soils of Southeast China to changes in climate. Simulations were carried out by Dr Joseph Oyesiku-Blakemore in the Environmental modelling group at the University of Aberdeen. The work was part of the UK China Critical Zone Observatory project (the Red Soil project within this group of projects), funded by NERC and NSFC. ","locations":["POLYGON((113.247 24.847, 113.247 30.146, 118.608 30.146, 118.608 24.847, 113.247 24.847))"],"organisation":["University of Aberdeen","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/876fa724-c3d3-4091-8de2-8140b7c973eb","10.5285/876fa724-c3d3-4091-8de2-8140b7c973eb"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/016476m91","https://ror.org/04xw4m193"],"state":"published","supplementalName":["Critical Zone Exploration Network"],"title":"Model output of changes in soil carbon storage and emissions for agricultural and forest land uses across the Red Soil region in China","topic":["0/Soil/","0/Environmental survey/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"Data comprise soil organic carbon content from a simulation using the ECOSSE model; a pool-based carbon and nitrogen turnover model. Simulations were performed using input data from the Sunjia research farm in southeast China (Jianxi province). Data here is from simulations..."},{"publicationDate":"2024-11-18T00:00:00.000+00:00","authorAffiliation":["University College London"],"authorGivenName":["D."],"authorFamilyName":["Purkiss"],"authorFullName":["Purkiss, D."],"authorRor":["https://ror.org/02jx3x895"],"catalogue":"eidc","description":"This dataset is from a UK citizen science study called the Big Compost Experiment, and includes 1) Qualitative and numerical survey data from UK citizens about their opinions and behaviours towards biodegradable and compostable plastics, food waste disposal and home composting, and 2) Qualitative and numerical data from home composting experiments carried out on biodegradable and compostable plastic materials.\n\nData includes opinions and behaviours towards biodegradable and compostable plastics, food waste disposal, home composting methods, geographical location, observed disintegration and degradation performance of compostable plastics in home compost. \n\nData were collected between 07/11/2019 - 30/08/2023","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/V010735/1"],"identifier":"1e5da176-6697-46e1-bbad-d275c100e103","incomingCitationCount":0,"givenName":["D.","Danielle"],"familyName":["Purkiss"],"fullName":["Purkiss, D."],"keyword":["UK","Big Compost Experiment","Environmental survey","Pollution","citizen science","home composting","biodegradable plastics","compostable plastics","packaging"],"keywordsPlace":["UK"],"keywordsProject":["Big Compost Experiment"],"keywordsTheme":["Environmental survey","Pollution"],"keywordsOther":["citizen science","home composting","biodegradable plastics","compostable plastics","packaging"],"licence":"Open government licence","lineage":"Data was collected from participants via an online survey and an optional home composting experiment account. The survey comprised questions about opinions and behaviours towards biodegradable and compostable plastics, food waste and composting behaviours. The home composting experiment comprised self selecting compostable materials and testing them in participant home composters and sharing results about disintegration and degradation of the material after a participant’s normal composting timeframes via an online account. Data were analysed by the UCL Plastic Waste Innovation Hub research team (Purkiss et al., 2022).","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"organisation":["University College London","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/1e5da176-6697-46e1-bbad-d275c100e103","10.5285/1e5da176-6697-46e1-bbad-d275c100e103"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["University College London"],"ror":["https://ror.org/02jx3x895","https://ror.org/04xw4m193"],"state":"published","supplementalName":["Purkiss, D., Allison, A. L., Lorencatto, F., Michie, S., & Miodownik, M. (2022). The Big Compost Experiment: Using citizen science to assess the impact and effectiveness of biodegradable and compostable plastics in UK home composting. Frontiers in Sustainability, 3. "],"title":"Survey of opinions and behaviours regarding home composting, alongside experimental data for disintegration and degradation of compostable materials, UK, 2019-2023","topic":["0/Environmental survey/","0/Pollution/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"This dataset is from a UK citizen science study called the Big Compost Experiment, and includes 1) Qualitative and numerical survey data from UK citizens about their opinions and behaviours towards biodegradable and compostable plastics, food waste disposal and home..."},{"publicationDate":"2017-07-11T00:00:00.000+00:00","authorAffiliation":["University of Extremadura","University of Nottingham","Centre for Ecology & Hydrology"],"authorGivenName":["J.","M.","S.","C.","C.L.","Nicholas A.","A.","J.M.","J.G.","E.","J.S."],"authorFamilyName":["Guillén","Izquierdo","Young","Wells","Barnett","Beresford","Baeza","Salas","Muñóz-Serrano","Corrales-Vázquez","Muñoz-Muñoz","Tovar","Chaplow"],"authorFullName":["Guillén, J.","Izquierdo, M.","Young, S.","Wells, C.","Barnett, C.L.","Beresford, N.A.","Baeza, A.","Salas, A.","Muñóz-Serrano, A.","Corrales-Vázquez, J.M.","Muñoz-Muñoz, J.G.","Tovar, E.","Chaplow, J.S."],"authorOrcid":["https://orcid.org/0000-0002-8722-0238","https://orcid.org/0000-0002-8058-8697"],"authorRor":["https://ror.org/0174shg90","https://ror.org/01ee9ar58","https://ror.org/00pggkr55"],"catalogue":"eidc","description":"Data comprise stable element concentrations in terrestrial Reference Animals and Plants (RAPs) and corresponding whole-body concentration ratios determined in two different Mediterranean ecosystems: a Pinewood and a Dehesa (grassland with disperse tree cover). The International Commission on Radiological Protection (ICRP) RAPs considered in the Pinewood ecosystem were Pine Tree and Wild Grass; whereas in the Dehesa ecosystem those considered were Deer, Rat, Earthworm, Bee, Frog, Duck and Wild Grass.\n\nThe data include: elemental concentrations in soils; elemental concentrations in  plants, invertebrates, vertebrate tissues and estimated concentrations for vertebrate whole-organisms; individual concentration ratios (relating the fresh matter concentration in organisms to the dry matter concentration in soil); vertebrate species tissue masses; fresh to dry matter data for invertebrate species; geometric and arithmetic mean and standard deviation summaries for elemental concentrations and concentration ratios.\n\nElemental concentrations presented include  I, Li, Be, B, Na, Mg, Al, P, S, K. Ca, Ti, V, Cr, Mn, Fe, Co, Ni, Cu, Zn, As, Se, Rb, Sr, Mo, Ag, Cd, Cs, Ba, Tl, Pb and U.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/L000318/1"],"identifier":"a1ab8c79-3426-43a4-ab42-6d1b218d1cc6","incomingCitationCount":2,"givenName":["Nicholas A.","J.","M.","S.","C.","C.L.","A.","J.M.","J.G.","E.","J.S."],"familyName":["Beresford","Guillén","Izquierdo","Young","Wells","Barnett","Baeza","Salas","Muñóz-Serrano","Corrales-Vázquez","Muñoz-Muñoz","Tovar","Chaplow"],"fullName":["Beresford, N.A.","Guillén, J.","Izquierdo, M.","Young, S.","Wells, C.","Barnett, C.L.","Baeza, A.","Salas, A.","Muñóz-Serrano, A.","Corrales-Vázquez, J.M.","Muñoz-Muñoz, J.G.","Tovar, E.","Chaplow, J.S."],"keyword":["Dehesa","Spain","Radioecology","Apis mellifera","Pelophylax perezi","Briza minor","Apodemus sylvaticus","Cervus elaphus","Anas platyrhynchos"],"keywordsPlace":["Dehesa","Spain"],"keywordsTheme":["Radioecology"],"keywordsOther":["Apis mellifera","Pelophylax perezi","Briza minor","Apodemus sylvaticus","Cervus elaphus","Anas platyrhynchos"],"licence":"Open government licence","lineage":"Samples of earthworms (Lumbricidae spp), bees (Apis mellifera), frogs (Pelophylax perezi), rats (Apodemus sylvaticus), deer (Cervus elaphus): duck (Anas platyrhynchos), wild grass (Briza minor), pine tree and soil were collected. Samples were prepared for analysis (dried and ground where applicable) and digested prior to ICP-MS analysis. Iodine analysis was also performed. Full materials and methods available by downloading the supporting documentation.","locations":["POLYGON((-7.539 37.864, -7.539 40.584, -4.747 40.584, -4.747 37.864, -7.539 37.864))"],"orcid":["https://orcid.org/0000-0002-8722-0238","https://orcid.org/0000-0002-8058-8697"],"organisation":["UK Centre for Ecology & Hydrology","University of Extremadura","University of Nottingham","Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/a1ab8c79-3426-43a4-ab42-6d1b218d1cc6","10.5285/a1ab8c79-3426-43a4-ab42-6d1b218d1cc6"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/0174shg90","https://ror.org/01ee9ar58","https://ror.org/04xw4m193"],"state":"published","supplementalDescription":["Barnett, C.L., Beresford, N.A., Walker, L.A., Baxter, M., Wells, C., & Copplestone, D. (2013). Transfer parameters for ICRP reference animals and plants collected from a forest ecosystem. Radiation and Environmental Biophysics, 53(1), 125-149","IAEA (Contributors: Howard, B.J., Beresford, N.A.,Barnett, C.L.,  Wells, C.) 2014 Handbook of parameter values for the prediction of radionuclide transfer to wildlife. Technical Reports Series No. 479 (Beresford, N.A., Howard, B.J. [Eds]) IAEA, Vienna. "],"title":"Elemental concentrations in representative species of the ICRP's Reference Animals and Plants and associated soils in terrestrial Mediterranean ecosystems in Spain","topic":["0/Radioecology/"],"version":1.0,"view":["public","jgar"],"shortenedDescription":"Data comprise stable element concentrations in terrestrial Reference Animals and Plants (RAPs) and corresponding whole-body concentration ratios determined in two different Mediterranean ecosystems: a Pinewood and a Dehesa (grassland with disperse tree cover). The International..."},{"publicationDate":"2024-06-18T00:00:00.000+00:00","authorAffiliation":["University of Hull","UK Centre for Ecology & Hydrology","University of Portsmouth","Met Office","Wallingford HydroSolutions","UK Environment Agency","Agricultural University of Athens"],"authorGivenName":["R.F.","V.","N.","M.D.","M.","D","C.","P.","G. ","F.","I.G.","A.C.","A.D."],"authorFamilyName":["Ainsworth","Keller","Bachiller-Jareno","Jürgens","Eastman","Sadykova","Rizzo","Scarlett","Peirson","Eley","Antoniou","Cowx","Johnson","Nunn"],"authorFullName":["Ainsworth, R.F.","Keller, V.","Bachiller-Jareno, N.","Jürgens, M.D.","Eastman, M.","Sadykova, D.","Rizzo, C.","Scarlett, P.","Peirson, G.","Eley, F.","Antoniou, V.","Cowx, I.G.","Johnson, A.C.","Nunn, A.D."],"authorOrcid":["https://orcid.org/0000-0001-6669-0356","https://orcid.org/0000-0003-4489-5363","https://orcid.org/0000-0001-9732-6725","https://orcid.org/0000-0002-6526-589X","https://orcid.org/0000-0002-8212-5872","https://orcid.org/0000-0002-3930-5974","https://orcid.org/0000-0001-6242-8158","https://orcid.org/0000-0001-6011-4075","https://orcid.org/0000-0003-1570-3764","https://orcid.org/0000-0001-8370-1221"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This dataset contains monthly/annual time series of species-specific abundances and covariates for 137 targeted larval/juvenile fish surveys at sites in a range of English lowland rivers. Larval/juvenile fish data come from two different sources: The Environment Agency’s (EA) National Fish Population Database (NFPD) between 1974 and 2017 and a dataset created by the University of Hull (UoH) between 1984 and 2017 inclusive. Biological data consists of density estimates of each fish species from each survey (per metre squared) and also the average length of specified species at the end of their first year of growth. Covariate data include habitat quality indicator (River Habitat Survey), climatic variables (Gulf Stream and North Atlantic Oscillation indices), land-use change, river hydrology, water temperature, effluent dilution factor and concentrations of chemical determinands. This dataset was created as larvae and juveniles may be particularly useful indicators and respond differently than older fish to environmental stressors.\n\nThe work was supported by the Natural Environment Research Council (Grant NE/S000100/2).","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/S000100/2"],"identifier":"c904c5f0-7f21-4759-a7d4-c262da230b53","incomingCitationCount":0,"givenName":["R.F.","V.","N.","M.D.","M.","D","C.","P.","G. ","F.","I.G.","A.C.","A.D."],"familyName":["Ainsworth","Keller","Bachiller-Jareno","Jürgens","Eastman","Sadykova","Rizzo","Scarlett","Peirson","Eley","Antoniou","Cowx","Johnson","Nunn"],"fullName":["Ainsworth, R.F.","Keller, V.","Bachiller-Jareno, N.","Jürgens, M.D.","Eastman, M.","Sadykova, D.","Rizzo, C.","Scarlett, P.","Peirson, G.","Eley, F.","Antoniou, V.","Cowx, I.G.","Johnson, A.C.","Nunn, A.D."],"keyword":["England","Environmental survey","Water quality","pollution","hydrology","river","Larval fish","Juvenile fish","NFPD","Juvenile fish densities and pollution in English rivers","land use","Larval fish densities and pollution in English rivers","chemical","fish","Fish fry","land use change"],"keywordsPlace":["England"],"keywordsTheme":["Environmental survey","Water quality"],"keywordsOther":["pollution","hydrology","river","Larval fish","Juvenile fish","NFPD","Juvenile fish densities and pollution in English rivers","land use","Larval fish densities and pollution in English rivers","chemical","fish","Fish fry","land use change"],"licence":"Open government licence","lineage":"Fish Data\nJuvenile fish density data was collected from two sources: the EA NFPD \"Freshwater Fish Counts for all species for all Areas and all Years\" dataset (1974-2017) and the UoH fish count dataset (1984-2017). Fish counts were converted into densities (numbers per m-2) by dividing species counts by the sampling area (converted NFPD units from 100 m-2 to m-2 to match UoH data). To determine the mean length of juvenile fish (chub, roach, common bream, dace, bleak, gudgeon, minnow, and three-spined sticklebacks) at the end of the growing season (last surveys between August and October), length frequency histograms were created for each species and survey using R 4.2.1. Only individuals in their first year were considered in the calculation, providing the mean length of first-year fish at the end of the growing season for each survey. Species in the NFPD dataset were assigned Chempop Species Codes adapted from EA species codes, and when multiple EA species codes matched one Chempop Species Code, their densities were summed for each survey. Data without a Chempop species code (e.g., hybrids or broad categories like \"all species\") were removed, while surveys with zero fish captures were retained in the dataset.\n\nHabitat Quality indicators\nHabitat scores were obtained from the Environment Agency's River Habitat Survey (RHS) dataset, with ArcGIS used to link fish sites to their nearest RHS site. Two key scores were extracted: the Habitat Modification Score (HMS), which reflects the degree of artificial channel modification, and the Habitat Quality Assessment (HQA), which provides a broad assessment of habitat quality based on the diversity and abundance of natural features in the river channel and riparian zone. The HQA is suitable for comparing similar river types. To enable comparisons with data from 1994, new rules for flow-types and channel vegetation were established and applied across all sites, resulting in the HQA adjusted for 1994 data. The most recent RHS survey data was extracted for this analysis.\n\nLand Use\nLand use in the catchment upstream of fish sites (NFPD) were calculated from the UKCEH Land Cover Map 2015 (25m raster, GB). The 21 land cover types were grouped to cover four broad categories of: Woodland, Arable, Seminatural and Urban. The catchment tool in DataLabs was used to extract and process the data, which were summed into percentage and areas of each land use group. The sum of the percentages of the grouped categories were checked and were found to fall in the range of 99.96-100.04 %. \n\nWater Temperature\nTo assess its influence on fish growth, the cumulative annual degree-days ≥12 degC, indicating the total temperature sum for days exceeding 12 degC in the year prior to the survey date, was calculated. Water temperature data was sourced from the EA Surface Water Temperature Archive for sites with at least 3 years of records, and daily mean air temperature was collected from the Climate Hydrology and Ecology Research Support System (CHESS). The Baseflow Index for each water temperature gauging station and fish site was determined using the UKCEH National River Flow Archive. Generalized additive mix modeling (GAMM) was chosen to model water temperature, accounting for seasonal and year-to-year variation in water temperature, along with the nonlinear relationship between air and water temperature. Seven GAMM models, each covering a 0.1 BFI range, were developed, with the best model (Model: month, time, and air temperature, using ARMA structures) identified based on evaluation metrics like RMSE, NRMSE, and SI. This model was employed to estimate water temperature for fish sites.\n\nRiver Flow\nRiver flow data was sourced from the National River Flow Archive (NRFA) hosted by UKCEH and matched with fish sites based on the shortest distance along the river network. Data was extracted for the 12 months leading up to each fish survey, and various statistics were computed, including mean, median, standard deviation, coefficient of variation, Q5/mean, and Q95/mean. Additionally, threshold statistics were calculated for different percentiles (5, 25, 75, and 95), encompassing the threshold discharge value (estimated discharge quantile), days exceeded, number of exceedance events, and average event length.\n\nWater Quality-Effluent Dilution factor\nTo gauge river pollution levels across England, the study used the LowFlows2000-WQX (lowFlows2000 Water Quality eXtension) model, which characterizes wastewater discharge by wastewater treatment works (WWTWs) in terms of location, domestic population served, dry weather flow (DWF), and treatment type. It's important to note that only significant WWTWs were considered for computational purposes, based on specific criteria: those in catchments contributing to 95% of each hydrometric area and those accounting for 95% of the total discharged DWF to the estuary, ranked by DWF. The model produced predicted wastewater percentages for all reaches in the modelled river network, which is a truncated version of the 1:50,000 digital river network derived from the UK Ordnance Survey Panorama Data Set. To estimate the percentage of wastewater at each fish site, a python script was used to link each site to the nearest reach in the river network. The results are reported in terms of mean, standard deviation, 90th percentile, and 95th percentile, denoted as EDF_Mn, EDF_SD, EDF_Q90, and EDF_Q95, respectively.\n\nChemical Determinands\nChemical concentration data spanning 1960-2017, involving 41 determinands, was extracted from the UK's Environment Agency's Water Quality Data Archive. Fish sites were matched to the nearest chemical determinand site using specific criteria like site distance, sample count, and data collection timeframe through ArcGIS. To identify and exclude erroneous data, a threshold of 10 mg/l was set for some determinands, with values exceeding this threshold omitted from statistical calculations. Handling values below the Limit of Quantification (LoQ) involved three options: setting values to LoQ (LoQ1), setting them to 0 (LoQ2), or setting them to LoQ/2 (LoQ3). For the 12 months preceding the surveys at each fish site, various statistics were computed, including minimum, maximum, median, mean, standard deviation, total sample count, and counts of samples below and above the LoQ. Some sites had to be excluded from the final dataset due to licensing restrictions.\n\nAltitude\nElevation values for each fish site were extracted from the Integrated Hydrological Digital Terrain Model (IHDTM) using Arc GIS' Extract Multi Values to Points' tool. Two elevation values were calculated: Elevation values corresponding to the value of the IHDTM cell centre. Elevation values corresponding to an average value calculated from the adjacent cells with valid values using bilinear interpolation; NoData values were ignored in the interpolation unless all adjacent cells were NoData.\n\nClimate variables\nThe Gulf Stream Index (GSI) data spanning 1975-2017 was obtained from the Plymouth Marine Laboratory website (http://www.pml-gulfstream.org.uk/data.htm). Annual mean data were employed due to substantial month-to-month variability resulting from Gulf Stream meandering (Plymouth Marine Laboratory, 2019). Positive GSI values signify a northward shift from the long-term mean location, while negative values indicate a southward movement.\n\nData for the North Atlantic Oscillation Index (NAOI) spanning 1975-2017 was obtained from the National Centre for Atmospheric Research website (https://www.ncei.noaa.gov/access/monitoring/nao). The NAOI's winter (December-March) station-based index relies on the normalized sea level pressure (SLP) difference between Lisbon, Portugal, and Reykjavik, Iceland, dating back to 1864. Positive NAOI values indicate stronger westerlies over mid-latitudes, more intense North Atlantic weather systems, and wetter/milder conditions in Western Europe.","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/0000-0001-6669-0356","https://orcid.org/0000-0003-4489-5363","https://orcid.org/0000-0001-9732-6725","https://orcid.org/0000-0002-6526-589X","https://orcid.org/0000-0002-8212-5872","https://orcid.org/0000-0002-3930-5974","https://orcid.org/0000-0001-6242-8158","https://orcid.org/0000-0001-6011-4075","https://orcid.org/0000-0003-1570-3764","https://orcid.org/0000-0001-8370-1221"],"organisation":["University of Hull","UK Centre for Ecology & Hydrology","University of Portsmouth","Met Office","Wallingford HydroSolutions","UK Environment Agency","Agricultural University of Athens","NERC EDS Environmental Information Data Centre","The University of Hull"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/c904c5f0-7f21-4759-a7d4-c262da230b53","10.5285/c904c5f0-7f21-4759-a7d4-c262da230b53"],"resourceStatus":"Embargoed","resourceType":"Dataset","rightsHolder":["The University of Hull"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Larval and juvenile fish abundance, habitat, water quality, flow and climate data from English rivers, 1984-2017","topic":["0/Environmental survey/","0/Water quality/"],"version":1.0,"view":["public","tinzha"],"shortenedDescription":"This dataset contains monthly/annual time series of species-specific abundances and covariates for 137 targeted larval/juvenile fish surveys at sites in a range of English lowland rivers. Larval/juvenile fish data come from two different sources: The Environment Agency’s..."},{"publicationDate":"2025-07-11T00:00:00.000+00:00","authorAffiliation":["Center for Large Landscape Conservation","UK Centre for Ecology & Hydrology","University of Aberdeen","TaxaNica Field Biology Solutions","University of North Texas"],"authorGivenName":["E.S.","P.","R.K.","J.M.","A.J.","J.M.J.","J.G.","M.A.","J.C.","L.E.","M.F.","A.M."],"authorFamilyName":["Spence","Beier","Broughton","Bullock","Gregory","Travis","Martínez-Fonseca","Fernández-Mena","Loza-Molina","Gutiérrez-López","Chávez-Velásquez","Long"],"authorFullName":["Spence, E.S.","Beier, P.","Broughton, R.K.","Bullock, J.M.","Gregory, A.J.","Travis, J.M.J.","Martínez-Fonseca, J.G.","Fernández-Mena, M.A.","Loza-Molina, J.C.","Gutiérrez-López, L.E.","Chávez-Velásquez, M.F.","Long, A.M."],"authorOrcid":["https://orcid.org/0000-0003-1595-0167","https://orcid.org/0000-0002-4297-4343","https://orcid.org/0000-0003-1905-3236","https://orcid.org/0000-0002-5785-4272","https://orcid.org/0000-0002-3181-2525"],"authorRor":["https://ror.org/02bv7qz69","https://ror.org/00pggkr55","https://ror.org/016476m91","https://ror.org/00v97ad02"],"catalogue":"eidc","description":"This dataset contains information on the trap-setting operations and the number and species of animals captured during systematic sampling surveys in natural habitats of Nicaragua between 2022 and 2023. The trapping data include dates of setting, checking and removal at multiple locations. Trapping at each location typically involved 3-5 nights per trap line, but this could vary. The trap lines typically comprised 12 pairs of traps each set 10 metres apart along a transect line, with geographical coordinates for the centre of a pair of traps along the trap line. Animals were primarily captured for tissue collection for genetic analysis (not included in this dataset) to investigate the effectiveness of habitat corridors for promoting movement.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council","U.S. National Science Foundation (NSF)"],"grant":["NE/T006935/1"],"identifier":"a6a024d9-180f-431c-9d7e-f83439c2de45","incomingCitationCount":0,"givenName":["E.S.","P.","R.K.","J.M.","A.J.","J.M.J.","J.G.","M.A.","J.C.","L.E.","M.F.","A.M."],"familyName":["Spence","Beier","Broughton","Bullock","Gregory","Travis","Martínez-Fonseca","Fernández-Mena","Loza-Molina","Gutiérrez-López","Chávez-Velásquez","Long"],"fullName":["Spence, E.S.","Beier, P.","Broughton, R.K.","Bullock, J.M.","Gregory, A.J.","Travis, J.M.J.","Martínez-Fonseca, J.G.","Fernández-Mena, M.A.","Loza-Molina, J.C.","Gutiérrez-López, L.E.","Chávez-Velásquez, M.F.","Long, A.M."],"keyword":["Biodiversity","Environmental survey","carnivore","forest","animal corridor","habitat corridors","mustelid","rodent","Sherman traps","woodland","woodland ecosystem"],"keywordsTheme":["Biodiversity","Environmental survey"],"keywordsOther":["carnivore","forest","animal corridor","habitat corridors","mustelid","rodent","Sherman traps","woodland","woodland ecosystem"],"licence":"Open government licence","lineage":"Animals were captured during standardized trapping surveys with Sherman traps and Tomahawk traps in systematic arrays. Trapping targeted small-medium sized rodents, carnivores and opossums. Captured animals were identified to species, marked individually, biometrics were recorded (ear size, hind foot and tail length), and tissue samples were collected, generally from the ear. The animals were then released alive. Trap and capture data are linked via a primary key field.\nAt each trap check, data from captured animals were recorded in the field on data sheets, and then later computerized by entering into spreadsheets. Data were checked against original field records for quality assurance and validation.\n","locations":["POLYGON((-87.942 10.533, -87.942 15.116, -82.273 15.116, -82.273 10.533, -87.942 10.533))"],"orcid":["https://orcid.org/0000-0003-1595-0167","https://orcid.org/0000-0002-4297-4343","https://orcid.org/0000-0003-1905-3236","https://orcid.org/0000-0002-5785-4272","https://orcid.org/0000-0002-3181-2525"],"organisation":["Center for Large Landscape Conservation","UK Centre for Ecology & Hydrology","University of Aberdeen","TaxaNica Field Biology Solutions","University of North Texas","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/a6a024d9-180f-431c-9d7e-f83439c2de45","10.5285/a6a024d9-180f-431c-9d7e-f83439c2de45"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology","Center for Large Landscape Conservation"],"ror":["https://ror.org/02bv7qz69","https://ror.org/00pggkr55","https://ror.org/016476m91","https://ror.org/00v97ad02","https://ror.org/04xw4m193"],"state":"published","title":"Monitoring data from small mammal trapping in forest habitats in Nicaragua, 2022-2023","topic":["0/Biodiversity/","0/Environmental survey/"],"version":1.0,"view":["public","elsdhi"],"shortenedDescription":"This dataset contains information on the trap-setting operations and the number and species of animals captured during systematic sampling surveys in natural habitats of Nicaragua between 2022 and 2023. The trapping data include dates of setting, checking and removal..."},{"publicationDate":"2020-03-26T00:00:00.000+00:00","authorAffiliation":["University of York","Natural England"],"authorGivenName":["Lucy","T.","P.C.L.","K.E."],"authorFamilyName":["Mitchell","Kohler","White","Arnold"],"authorFullName":["Mitchell, L.","Kohler, T.","White, P.C.L.","Arnold, K.E."],"authorOrcid":["https://orcid.org/0000-0003-2162-013X","https://orcid.org/0000-0002-7496-5775","https://orcid.org/0000-0002-6485-6065"],"authorRor":["https://ror.org/04m01e293","https://ror.org/00r66pz14"],"catalogue":"eidc","description":"This dataset contains home range size, habitat availability and selection ratio data, calculated from GPS data fixes collected from individual European nightjars, in four concurrent years (2015-2018). Home ranges are 95% areas of use, presented in hectares. Habitat availability data are presented as the percentage (%) of each habitat category (n = 6, pooled from 14 original habitat types) available to each individual within their 95% home range. Selection ratios are Manly Selection Ratios for 14 habitat types and express the extent to which each habitat type is used by each individual bird, compared to how much of it is available. Selection Ratios >1 express positive selection – i.e. used more than expected, given availability. Selection Ratios <1 express avoidance – i.e. used less than expected, given availability.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"identifier":"d5cc1b92-6862-4475-8aa1-5936786d12ab","incomingCitationCount":0,"givenName":["Lucy","T.","P.C.L.","K.E."],"familyName":["Mitchell","Kohler","White","Arnold"],"fullName":["Mitchell, L.","Kohler, T.","White, P.C.L.","Arnold, K.E."],"keyword":["Animal behaviour","Environmental survey","Caprimulgus europaeus"],"keywordsTheme":["Animal behaviour","Environmental survey"],"keywordsOther":["Caprimulgus europaeus"],"licence":"Open government licence","lineage":"The metadata accompanying the data contains GPS data points (WGS84 format) from 39 European nightjars (Caprimulgus europaeus). The data contains additional information on identity of the bird, date and time of fix acquisition. These data were collected on the Humberhead peatlands NNR, South Yorkshire, from 2015 until 2018. Birds were caught in mist nets and tail-mounted miniaturised GPS tags (Pathtrack, Otley, UK; <3% bird bodyweight) were fitted by BTO-licensed researchers. \n\nData were collected as part of a NERC ACCE-funded PhD.","locations":["POLYGON((-0.935 53.55, -0.935 53.64, -0.897 53.64, -0.897 53.55, -0.935 53.55))"],"orcid":["https://orcid.org/0000-0003-2162-013X","https://orcid.org/0000-0002-7496-5775","https://orcid.org/0000-0002-6485-6065"],"organisation":["University of York","Natural England","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/d5cc1b92-6862-4475-8aa1-5936786d12ab","10.5285/d5cc1b92-6862-4475-8aa1-5936786d12ab"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["University of York"],"ror":["https://ror.org/04m01e293","https://ror.org/00r66pz14","https://ror.org/04xw4m193"],"state":"published","title":"Home range size and habitat availability data for 39 individual European nightjars on the Humberhead Peatlands NNR from 2015-2018","topic":["0/Animal behaviour/","0/Environmental survey/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"This dataset contains home range size, habitat availability and selection ratio data, calculated from GPS data fixes collected from individual European nightjars, in four concurrent years (2015-2018). Home ranges are 95% areas of use, presented in hectares. Habitat..."},{"publicationDate":"2025-05-02T00:00:00.000+00:00","authorAffiliation":["University of Stirling"],"authorGivenName":["L","H","R","M","C"],"authorFamilyName":["Woodford","White","Fellows","Ormsby","Pow","Quilliam"],"authorFullName":["Woodford, L.","White, H.","Fellows, R.","Ormsby, M.","Pow, C.","Quilliam, R."],"authorOrcid":["https://orcid.org/0000-0003-2530-2120"],"catalogue":"eidc","description":"This dataset contains mesocosm experimental data quantifying the ability of the bacterium Salmonella enterica Serovar Typhimurium (S. Typhimurium) to persist on microplastic beads in podzol and loamy soil. Persistence was determined through measuring surviving colony forming units (CFUs) of S. Typhimurium on the plastics after destructive sampling of the mesocosm jars. The results of a  flooding and leachate experiment are also included, containing transfer potential and leachate gradients of S. Typhimurium in each soil under ambient, and flooding conditions. Water was added to soil columns containing the microbeads to simulate flooding, and the CFUs in the water and on virgin plastics were measured to determine transfer potential. In the persistence experiment samples were measured on days 1, 2, 3, 4, 7, 10, 14, 21, 28 and 35,  and in the transfer and leachate experiments samples were measured after 7, 14 and 21 days, with four replicates being taken at each time point.\n\nThis dataset was created as part of a study investigating how human pathogens enter agricultural environments via flooding or contaminated irrigation, and to determine the survivability of S. Typhimurium in these soils. This work is supported by the National Environmental Research Council (NE/V005847/1).","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/V005847/1"],"identifier":"0bfdfa23-15f8-4ffd-b1dc-e77178af0304","incomingCitationCount":0,"givenName":["Luke","L","H","R","M","C"],"familyName":["Woodford","White","Fellows","Ormsby","Pow","Quilliam"],"fullName":["Woodford, L.","White, H.","Fellows, R.","Ormsby, M.","Pow, C.","Quilliam, R."],"keyword":["Environmental risk","Pollution","Soil","Water quality","plastic pollution","human pathogens","flooding","plastisphere","leachate","salmonella","mesocosm experiment"],"keywordsTheme":["Environmental risk","Pollution","Soil","Water quality"],"keywordsOther":["plastic pollution","human pathogens","flooding","plastisphere","leachate","salmonella","mesocosm experiment"],"licence":"Open government licence","lineage":"Mesocosm experiments were designed in two stages. For the persistence experiment jars were filled with two soil types and microplastic beads were mixed with the soils and left. At each time point destructive sampling was used to recover the beads and measure the surviving CFUs of S. Typhimurium on the plastics. In the flooding and leachate experiment, water was added to columns containing beads and the CFUs recovered in the water was recorded (flooding) and CFUs on virgin plastics was used to measure transfer. In the persistence experiment samples were measured on days 1, 2, 3, 4, 7, 10, 14, 21, 28 and 35,  and  in the transfer and leachate experiments samples were measured after 7, 14 and 21 days, with four replicates being taken each at each time point.\n","orcid":["https://orcid.org/0000-0003-2530-2120"],"organisation":["University of Stirling","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/0bfdfa23-15f8-4ffd-b1dc-e77178af0304","10.5285/0bfdfa23-15f8-4ffd-b1dc-e77178af0304"],"resourceStatus":"Available","resourceType":"Non-geographic dataset","rightsHolder":["University of Stirling"],"ror":["https://ror.org/045wgfr59","https://ror.org/04xw4m193"],"state":"published","supplementalDescription":["Woodford, L., Fellows, R., White, H. L., Ormsby, M. J., Pow, C. J., & Quilliam, R. S. (2024). Survival and transfer potential of Salmonella enterica serovar Typhimurium colonising polyethylene microplastics in contaminated agricultural soils. In Environmental Science and Pollution Research (Vol. 31, Issue 39, pp. 51353–51363). Springer Science and Business Media LLC. "],"title":"Survival rates and transfer potential measurements of Salmonella enterica Serovar Typhimurium colonising polyethylene microplastics in contaminated agricultural soils","topic":["0/Environmental risk/","0/Pollution/","0/Soil/","0/Water quality/"],"version":1.0,"view":["public","jashun"],"shortenedDescription":"This dataset contains mesocosm experimental data quantifying the ability of the bacterium Salmonella enterica Serovar Typhimurium (S. Typhimurium) to persist on microplastic beads in podzol and loamy soil. Persistence was determined through measuring surviving colony..."},{"publicationDate":"2022-10-18T00:00:00.000+00:00","authorAffiliation":["University of Bristol","Economy and Environment Partnership for Southeast Asia (EEPSEA)"],"authorGivenName":["L.","J.","K.N."],"authorFamilyName":["Hawker","Neal","Pham"],"authorFullName":["Hawker, L.","Neal, J.","Pham, K.N."],"authorOrcid":["https://orcid.org/0000-0002-8317-7084","https://orcid.org/0000-0001-5793-9594"],"authorRor":["https://ror.org/0524sp257"],"catalogue":"eidc","description":"This dataset contains river (fluvial) and surface water (pluvial) flooding maps for the central highlands of Vietnam and surrounding provinces. Flood depth is estimated at 30m horizontal grid spacing for 10 return periods, ranging from the 1 in 5 year to the 1 in 1000 year return period flood. These maps are of relevance to planners and policy makers to estimate which areas of most at risk of flooding and can contribute towards policy such as the sustainable development goals.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/S3003061/1"],"identifier":"74e4e6ec-a119-4dc7-8ada-9513252b1b60","incomingCitationCount":0,"givenName":["L.","J.","K.N."],"familyName":["Hawker","Neal","Pham"],"fullName":["Hawker, L.","Neal, J.","Pham, K.N."],"keyword":["Vietnam","Environmental risk","Hydrology","flood","hydrology"],"keywordsPlace":["Vietnam"],"keywordsTheme":["Environmental risk","Hydrology"],"keywordsOther":["flood","hydrology"],"licence":"Open government licence","lineage":"Flood maps are generated using an updated version of the global flood model described by Sampson et al (2015). Refer to Sampson et al (2015) for more details. Updates have been made to certain aspects of the model including estimation of channel conveyance capacity (Neal et al., 2021) and the elevation data used (Hawker et al., 2022). Model validation was conducted by comparing against satellite imagery and household survey data.","locations":["POLYGON((101.831 8.186, 101.831 23.554, 110.752 23.554, 110.752 8.186, 101.831 8.186))"],"orcid":["https://orcid.org/0000-0002-8317-7084","https://orcid.org/0000-0001-5793-9594"],"organisation":["University of Bristol","Economy and Environment Partnership for Southeast Asia (EEPSEA)","Fathom","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/74e4e6ec-a119-4dc7-8ada-9513252b1b60","10.5285/74e4e6ec-a119-4dc7-8ada-9513252b1b60"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["University of Bristol","Fathom"],"ror":["https://ror.org/0524sp257","https://ror.org/04xw4m193"],"state":"published","supplementalName":["Sampson et al ","Neal et al ","Hawker et al "],"title":"Fluvial and pluvial flood maps for the central highlands of Vietnam and surrounding provinces, 2022","topic":["0/Environmental risk/","0/Hydrology/"],"version":1.0,"view":["public","margla"],"shortenedDescription":"This dataset contains river (fluvial) and surface water (pluvial) flooding maps for the central highlands of Vietnam and surrounding provinces. Flood depth is estimated at 30m horizontal grid spacing for 10 return periods, ranging from the 1 in 5 year to the 1 in 1000..."},{"publicationDate":"2018-03-14T00:00:00.000+00:00","authorAffiliation":["Centre for Ecology & Hydrology","Universidad de Extremadura","University of Salford"],"authorGivenName":["C.L.","C.","S.","A.J.","J.M.","M.D.","N.A."],"authorFamilyName":["Barnett","Wells","Thacker","Lawlor","Corrales Vázquez","Wood","Beresford"],"authorFullName":["Barnett, C.L.","Wells, C.","Thacker, S.","Lawlor, A.J.","Corrales Vázquez, J.M.","Wood, M.D.","Beresford, N.A."],"authorOrcid":["https://orcid.org/0000-0002-8722-0238"],"authorRor":["https://ror.org/00pggkr55","https://ror.org/0174shg90","https://ror.org/01tmqtf75"],"catalogue":"eidc","description":"Data comprise elemental and radionuclide concentrations in freeze-dried Mediterranean plants, seeds and oven dried soil. The samples were collected in June 2014 along a transect located in the Monfragüe National Park which is within the province of Cáceres, western Spain (start: N 33° 49' 47.2'', W 006° 01' 55.4'', end: N 390 49'46.8'', W 0060 02' 05.1'' (geocentric World Geodetic System 1984 (GPS WG 884)). Thirty plant species  (Agrostis pourretii; Campanula rapunculus; Taraxacum sp.; Taraxacum officinale; Rumex scutatus; Hypericum perforatum; Schoenoplectus pungens; Erica umbellata; Phillyrea angustifolia; Myrtus communis; Cytisus sp.; Vitis vinifera subsp. Sylvestris; Crataegus monogyna; Daphne gnidium; Quercus ilex; Ruscus aculeatus; Olea europaea subsp. Europaea; Hordeum murinum; Pistacia terebinthus; Acer monspessulanum; Ficus carica; Cistus ladanifer; Eryngium campestre; Carlina vulgaris; Asparagus acutifolius; Viburnum tinus; Tamarix gallica; Jasminum fruticans; Rubia peregrine; Trifolium campestre) and three soil samples were collected and analysed by ICPMS (Inductively Coupled Plasma Mass Spectrometry) or ICPOES (Inductively Coupled Plasma Optical Emission Spectroscopy) to determine their elemental concentrations. Seeds from six of the plant species were also collected and analysed. Plant samples of sufficient mass (n=16) and the three soil samples were also analysed for selected gamma emitting radionuclides (Be-7, Cs-137 and K-40). \n\nThe work described here was conducted under both the COMET framework (Fission-2012-3.4.1-604794) (http://www.comet-radioecology.org/) and the TREE project (http://tree.ceh.ac.uk/) funded by the Natural Environment Research Council, Environment Agency and Radioactive Waste Management Ltd. It was also supported by the Centre for Ecology & Hydrology which is part of the Natural Environment Research Council of the UK.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council","Radioactive Waste Management Ltd","Environment Agency"],"identifier":"05d3cbff-fa40-4c42-84e6-54ce6e7bbf5f","incomingCitationCount":1,"givenName":["C.L.","C.","S.","A.J.","J.M.","M.D.","N.A.","Cath"],"familyName":["Barnett","Wells","Thacker","Lawlor","Corrales Vázquez","Wood","Beresford"],"fullName":["Barnett, C.L.","Wells, C.","Thacker, S.","Lawlor, A.J.","Corrales Vázquez, J.M.","Wood, M.D.","Beresford, N.A.","Barnett, C."],"keyword":["Extremadura","Spain","Environmental survey","Vitis vinifera subsp. Sylvestris","Rumex scutatus","Taraxacum officinale","Campanula rapunculus","Agrostis pourretii","Trifolium campestre","Hypericum perforatum","Schoenoplectus pungens","Erica umbellata","Phillyrea angustifolia","Olea europaea subsp. Europaea","Myrtus communis","Crataegus monogyna","Ficus carica","Rubia peregrina","Daphne gnidium","Quercus ilex","Ruscus aculeatus","Hordeum murinum","Pistacia terebinthus","Acer monspessulanum","Tamarix gallica","Jasminum fruticans","Cistus ladanifer","Eryngium campestre","Carlina vulgaris","Asparagus acutifolius","Viburnum tinus"],"keywordsPlace":["Extremadura","Spain"],"keywordsTheme":["Environmental survey"],"keywordsOther":["Vitis vinifera subsp. Sylvestris","Rumex scutatus","Taraxacum officinale","Campanula rapunculus","Agrostis pourretii","Trifolium campestre","Hypericum perforatum","Schoenoplectus pungens","Erica umbellata","Phillyrea angustifolia","Olea europaea subsp. Europaea","Myrtus communis","Crataegus monogyna","Ficus carica","Rubia peregrina","Daphne gnidium","Quercus ilex","Ruscus aculeatus","Hordeum murinum","Pistacia terebinthus","Acer monspessulanum","Tamarix gallica","Jasminum fruticans","Cistus ladanifer","Eryngium campestre","Carlina vulgaris","Asparagus acutifolius","Viburnum tinus"],"licence":"Open government licence","lineage":"Mediterranean plants (n=30, listed below), seeds from selected species (n=6, identified by*) and soil (n=3) samples were collected in June 2014 from along a transect located in the Monfragüe National Park which is within the province of Cáceres, western Spain (transect start: N 33° 49' 47.2'', W 006° 0 01' 55.4'', transect end: N 390 49' 46.8'', W 0060 02' 05.1'' (WG 884)). Species collected were: Agrostis pourretii; Campanula rapunculus; Taraxacum sp.; Taraxacum officinale; Rumex scutatus; Hypericum perforatum; Schoenoplectus pungens; Erica umbellata; Phillyrea angustifolia; *Myrtus communis.; Cytisus sp.; Vitis vinifera subsp. Sylvestris; *Crataegus monogyna; Daphne gnidium; Quercus ilex; Ruscus aculeatus; Olea europaea subsp. Europaea; Hordeum murinum; *Pistacia terebinthus; Acer monspessulanum; Ficus carica; *Cistus ladanifer; Eryngium campestre; Carlina vulgaris; Asparagus acutifolius; *Viburnum tinus; Tamarix gallica; Jasminum fruticans; Rubia peregrine and Trifolium campestre. \\nSamples were stored as cool as possible prior to immediate transport to the UK where, on arrival, they were freeze-dried, weighed and then finely ground using a Christian-Norris vegetation mill. Sub-samples were then taken for gamma analysis from plant samples of larger mass (n=16) and the three soil samples. All the remaining ground soil and plant material was then re-weighed and digested using an aqua regia reagent (fresh 3:1 mixture of concentrated HNO3 and HCl ‘Aristar’ grade acids) at 175°C for 12 minutes using a microwave oven (CEM, MarsXpress). Analysis of the digests was then conducted by ICPMS (Perkin Elmer, NeXION 300D) or ICPOES (Perkin Elmer, Optima 7300 DV).\\nICPMS and ICPOES measurements were made using two types of instrument operation, either semi-quantitative or quantitative or (using Perkin Elmer Total Quant software). The semi-quantitative measurements were made using the ICPMS instrument operating in kinetic energy discrimination (KED) mode with the addition of helium gas. The quantitative measurements were made using external calibration after spiking the digests with 10 µg l-1 Ga, In and Re as internal standards to compensate for instrumental drift and matrix effects. The semi-quantitative and quantitative modes differed as the former used an element concentration to intensity response curve to extrapolate concentrations over a wide mass range. ICPMS and ICPOES instrument limits of detection (LOD) were calculated by using the mean and three standard deviation measurements for the digestion reagent blank. For some elements determined using the semi-quantitative ICPMS method it was not possible to determine instrument LODs from the analysis of a digestion reagent blank and in these cases the instrument LODs were estimated from an assessment of instrument sensitivity and assigned a value of 0.001 µg l-1 (assumed to be equivalent to a mean method LOD of 0.001 mg kg-1). Total method LODs for each element were then calculated to take account the sample mass and the dilution arising from the digestion procedure. \\nTo determine the activity concentration of Be-7, K-40 and Cs-137, soil and plant samples of sufficient mass, were analysed on hyper-pure germanium detectors for four days using an efficiency calibration suited to their sample density. The detectors were calibrated for efficiency using a mixed radionuclide standard which covered an energy range of approximately 59 -1850 keV and resultant spectra were analysed using the Canberra Apex software. The detectors were calibrated against standards of various density and volume, and the laboratory regularly participates in proficiency testing schemes. Minimum detectable activity (MDA) concentrations differ on a sample by sample basis dependant on detector, count time, sample type and sample mass/volume. \\nElemental concentrations are reported as milligrams per kilogram dry mass. Radionuclide activity concentrations are reported as becquerel per kilogram dry mass. Concentrations at or below the LOD or MDA are preceded by a <. ","locations":["POLYGON((-7.503 38.672, -7.503 40.192, -4.966 40.192, -4.966 38.672, -7.503 38.672))"],"orcid":["https://orcid.org/0000-0002-8722-0238"],"organisation":["Centre for Ecology & Hydrology","Universidad de Extremadura","University of Salford","UK Centre for Ecology & Hydrology","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/05d3cbff-fa40-4c42-84e6-54ce6e7bbf5f","10.5285/05d3cbff-fa40-4c42-84e6-54ce6e7bbf5f"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/0174shg90","https://ror.org/01tmqtf75","https://ror.org/04xw4m193"],"state":"published","supplementalName":["TREE project"],"title":"Elemental and radionuclide concentrations for several vegetation species from a site in Extremadura, Spain","topic":["0/Environmental survey/"],"version":1.0,"view":["public","jgar"],"shortenedDescription":"Data comprise elemental and radionuclide concentrations in freeze-dried Mediterranean plants, seeds and oven dried soil. The samples were collected in June 2014 along a transect located in the Monfragüe National Park which is within the province of Cáceres, western..."},{"publicationDate":"2021-08-30T00:00:00.000+00:00","authorAffiliation":["Unaffiliated"],"authorFullName":["National Plant Monitoring Scheme"],"catalogue":"eidc","description":"This data resource provides plot-level plant occurrence data for the first six years (2015-2020) of the National Plant Monitoring Scheme (NPMS, covering the UK, the Channel Islands, and the Isle of Man). Data consist of individual observations of plants, and other habitat characteristics, at the metre-scale; observations are accompanied by percentage cover information recorded according to the Domin frequency-abundance scale commonly used in plant community ecology. Other information provided includes the plot type (size, shape, according to the NPMS classification), the volunteer-recorded NPMS habitat, the date of sampling, and information regarding the spatial location of the plot. Information contained within the metadata file should allow users to reconstruct the sampling history (including gaps) of any plot that has been sampled within the NPMS scheme between 2015 and 2020.\n\nThe NPMS is organised and funded by the UK Centre for Ecology & Hydrology, Botanical Society of Britain and Ireland, Plantlife and the Joint Nature Conservation Committee. This work partly supported through Natural Environment Research Council award number NE/R016429/1 as part of the UK-SCAPE programme delivering National Capability.\n\nPlease be aware that this dataset is updated annually and that more recent versions exist.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/R016429/1"],"identifier":"f478ea82-a0e9-4778-955b-34c7ebfdd421","incomingCitationCount":1,"fullName":["National Plant Monitoring Scheme"],"keyword":["National Plant Monitoring Scheme (NPMS)","UK-SCAPE","Environmental survey","vegetation","habitat","plant community","environmental monitoring"],"keywordsProject":["National Plant Monitoring Scheme (NPMS)","UK-SCAPE"],"keywordsTheme":["Environmental survey"],"keywordsOther":["vegetation","habitat","plant community","environmental monitoring"],"licence":"Open government licence","lineage":"Data were collected directly from volunteers into a custom Indicia database system (www.indicia.org.uk) through the NPMS website (www.npms.org.uk) or app. The Indicia system is built on a PostgreSQL/PostGIS database, and the data presented here were extracted directly from this master database using appropriate SQL queries. See the associated documentation for more information on the broader Quality Assurance processes supporting the NPMS.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"organisation":["Unaffiliated","NERC EDS Environmental Information Data Centre","UK Centre for Ecology & Hydrology","Natural Environment Research Council"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/f478ea82-a0e9-4778-955b-34c7ebfdd421","10.5285/f478ea82-a0e9-4778-955b-34c7ebfdd421"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Natural Environment Research Council"],"ror":["https://ror.org/04xw4m193","https://ror.org/00pggkr55"],"state":"published","title":"National Plant Monitoring Scheme survey data (2015-2020)","topic":["0/Environmental survey/"],"version":1.0,"view":["public","jualob"],"shortenedDescription":"This data resource provides plot-level plant occurrence data for the first six years (2015-2020) of the National Plant Monitoring Scheme (NPMS, covering the UK, the Channel Islands, and the Isle of Man). Data consist of individual observations of plants, and other habitat..."},{"publicationDate":"2016-06-06T00:00:00.000+00:00","authorAffiliation":["University of Sussex","The Game and Wildlife Conservation Trust"],"authorGivenName":["T.","J.M.","D."],"authorFamilyName":["Wood","Holland","Goulson"],"authorFullName":["Wood, T.","Holland, J.M.","Goulson, D."],"authorRor":["https://ror.org/00ayhx656","https://ror.org/015eybs17"],"catalogue":"eidc","description":"Data comprise flower abundance and diversity data and bee abundance, diversity and activity data collected during extensive surveys carried out on farms in Hampshire and West Sussex, southern England between 2013 and 2015. The pollen diets of wild solitary bees were quantified using direct observations and pollen load analysis. The purpose of the study was to provide valuable information to scientists, governments and land managers in designing more effective measures to conserve the broader wild bee community on agricultural land. The work was funded by the Natural Environment Research Council grant NE/J016802/1 and the Game and Wildlife Conservation Trust.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/J016802/1"],"identifier":"a9d713e8-c8d5-4129-8db0-d771443111cf","incomingCitationCount":2,"givenName":["Tom","T.","J.M.","D."],"familyName":["Wood","Holland","Goulson"],"fullName":["Wood, T.","Holland, J.M.","Goulson, D."],"keyword":["Environmental survey","Pollinators","Andrena alfkenella","Melitta tricincta","Colletes daviesanus","Chelostoma florisomne","Halictus tumulorum","Hoplitis claviventris","Chelostoma campanularum","Melitta leporina","Panurgus calcaratus","Halictus rubicundus","Bombus barbutellus","Andrena bicolor","Andrena bucephala","Andrena carantonica","Andrena chrysosceles","Andrena cineraria","Andrena dorsata","Andrena flavipes","Andrena florea","Andrena fulva","Andrena haemorrhoa","Andrena helvola","Andrena humilis","Andrena labialis","Andrena labiata","Andrena minutula","Andrena minutuloides","Andrena nigroaenea","Andrena nitida","Andrena nitidiuscula","Andrena semilaevis","Andrena subopaca","Andrena trimmerana","Andrena wilkella","Anthidium manicatum","Anthophora furcata","Anthophora furcata ","Anthophora plumipes","Bombus campestris","Bombus hortorum","Bombus hypnorum","Bombus jonellus","Bombus lapidarius","Bombus lucorum","Bombus pascuorum","Bombus pratorum","Bombus ruderarius","Bombus ruderatus","Bombus rupestris","Bombus sylvestris","Bombus terrestris","Bombus vestalis","Hylaeus brevicornis","Hylaeus communis","Hylaeus confusus","Hylaeus cornutus","Hylaeus dilatatus","Hylaeus hyalinatus","Hylaeus signatus","Lasioglossum albipes","Lasioglossum calceatum","Lasioglossum fulvicorne","Lasioglossum laevigatum","Lasioglossum lativentre","Lasioglossum leucopus","Lasioglossum leucozonium","Lasioglossum malachurum","Lasioglossum minutissimum","Lasioglossum morio","Lasioglossum parvulum","Lasioglossum pauperatum","Lasioglossum pauxillum","Lasioglossum puncticolle","Lasioglossum smeathmanellum","Lasioglossum villosulum","Lasioglossum xanthopus","Lasioglossum zonulum","Megachile centuncularis","Megachile ligniseca","Megachile versicolor","Megachile willughbiella","Nomada fabriciana","Nomada flava","Nomada flava/panzeri","Nomada flavoguttata","Nomada fucata","Nomada goodeniana","Nomada hirtipes","Nomada lathburiana","Nomada marshamella","Nomada ruficornis","Nomada sheppardana","Osmia bicolor","Osmia bicornis","Osmia caerulescens","Osmia leaiana","Osmia spinulosa","Sphecodes crassus","Sphecodes crassus ","Sphecodes ephippius","Sphecodes geoffrellus","Sphecodes monilicornis","Sphecodes niger","Sphecodes puncticeps","Sphecodes spinulosus"],"keywordsTheme":["Environmental survey","Pollinators"],"keywordsOther":["Andrena alfkenella","Melitta tricincta","Colletes daviesanus","Chelostoma florisomne","Halictus tumulorum","Hoplitis claviventris","Chelostoma campanularum","Melitta leporina","Panurgus calcaratus","Halictus rubicundus","Bombus barbutellus","Andrena bicolor","Andrena bucephala","Andrena carantonica","Andrena chrysosceles","Andrena cineraria","Andrena dorsata","Andrena flavipes","Andrena florea","Andrena fulva","Andrena haemorrhoa","Andrena helvola","Andrena humilis","Andrena labialis","Andrena labiata","Andrena minutula","Andrena minutuloides","Andrena nigroaenea","Andrena nitida","Andrena nitidiuscula","Andrena semilaevis","Andrena subopaca","Andrena trimmerana","Andrena wilkella","Anthidium manicatum","Anthophora furcata","Anthophora furcata ","Anthophora plumipes","Bombus campestris","Bombus hortorum","Bombus hypnorum","Bombus jonellus","Bombus lapidarius","Bombus lucorum","Bombus pascuorum","Bombus pratorum","Bombus ruderarius","Bombus ruderatus","Bombus rupestris","Bombus sylvestris","Bombus terrestris","Bombus vestalis","Hylaeus brevicornis","Hylaeus communis","Hylaeus confusus","Hylaeus cornutus","Hylaeus dilatatus","Hylaeus hyalinatus","Hylaeus signatus","Lasioglossum albipes","Lasioglossum calceatum","Lasioglossum fulvicorne","Lasioglossum laevigatum","Lasioglossum lativentre","Lasioglossum leucopus","Lasioglossum leucozonium","Lasioglossum malachurum","Lasioglossum minutissimum","Lasioglossum morio","Lasioglossum parvulum","Lasioglossum pauperatum","Lasioglossum pauxillum","Lasioglossum puncticolle","Lasioglossum smeathmanellum","Lasioglossum villosulum","Lasioglossum xanthopus","Lasioglossum zonulum","Megachile centuncularis","Megachile ligniseca","Megachile versicolor","Megachile willughbiella","Nomada fabriciana","Nomada flava","Nomada flava/panzeri","Nomada flavoguttata","Nomada fucata","Nomada goodeniana","Nomada hirtipes","Nomada lathburiana","Nomada marshamella","Nomada ruficornis","Nomada sheppardana","Osmia bicolor","Osmia bicornis","Osmia caerulescens","Osmia leaiana","Osmia spinulosa","Sphecodes crassus","Sphecodes crassus ","Sphecodes ephippius","Sphecodes geoffrellus","Sphecodes monilicornis","Sphecodes niger","Sphecodes puncticeps","Sphecodes spinulosus"],"licence":"Open government licence","lineage":"Study area\nNine HLS and ten ELS farms were selected in Hampshire and West Sussex, UK. The selected HLS farms had been implementing an average of 5.56±0.13 ha of pollinator-focused flower-rich schemes representing 2.17±0.05% of the farm area by ownership for a minimum of three years. As 70% of farms in England were at the time in some form of environmental stewardship (Elliot et al. 2010), ELS farms were chosen as the control group for this study. Flower-rich schemes were available under ELS, but these schemes had a low uptake so only basic ELS farms without such management were selected for this comparison. Pollinator-focused flower-rich schemes were typically established with a seed mix containing c.15-30 flowering forb species (Carvell et al. 2007; Pywell et al. 2011). Additional plant species such as Hypochaeris radicata and Trifolium repens are sometimes included in experimental mixes (i.e. Scheper et al. 2015), but this did not represent the situation in our study area and so these species were not characterised as sown. Whilst there were no such flower-rich areas on ELS farms, most of the species included in these seed mixes can be found growing in a wild state on these farms. Consequently, in order to allow a comparison of pollen choice preferences and relative rates of utilisation across farm types, plant species included in pollinator-friendly agri-environment schemes were characterised as 'sown' even when found growing wild as part of the wider plant community. For a full list of the plant species characterised as being sown as part of pollinator-focused management see Appendix S1 in Supporting Information. Farms were predominantly arable, or mixed arable/dairy with wheat, barley, oilseed rape and permanent/silage grassland as the major crops.\n\nBee and floristic surveys\nIn 2013 and 2014, a standardised 3 km transect was designed for each farm, passing through all major habitat types present. For HLS farms this included pollinator-focused flower-rich schemes (HE10 floristically enhanced grass margins, HK7 species-rich grassland restoration, HF4 pollen and nectar mixes), non-agricultural grass margins and hedgerow and woodland edge habitats. For ELS farms only non-agricultural grass margins and hedgerow and woodland edge habitats were surveyed, as no pollinator-focused schemes were present. Crops and areas of agricultural grassland were not surveyed. Each transect was subdivided into discrete sections, with each section covering a distinct habitat type. Transects on HLS farms were designed to survey as many pollinator-focused schemes as possible whilst remaining contiguous and passed through an average of 1496±148m of flower-rich habitat in an average of 3.77±0.24 discrete habitat patches per farm.\n\nBee activity was recorded along the transect following standard bee walk methodology (Carvell et al. 2007), with all bees within 2 m of the recorder identified to species level. Individuals that could not be identified in the field were netted for later identification. The first flowering plant species visited and the purpose of the visit, for either pollen or nectar, was recorded. Hylaeus species, which lack scopal hairs on their body, instead ingesting pollen and regurgitating it in the nest, cannot reliably be determined to be foraging for pollen and so all plant visits were recorded simply as visits. On each transect, the number of species of flowering plants and the number of flowering units of each plant species within 2 m of the recorder was estimated within each discrete transect section. Grasses, sedges and rushes were not recorded as these plant species are not attractive to bees in the study region. This assessment followed Carvell et al. (2007) with one flower cluster (e.g. an umbel, a head, a capitulum) counted as a single unit. Sixteen farms (eight HLS, eight ELS) were surveyed in 2013. Transects were walked three times through the season, between 25th May to 5th June, 26th June to 15th July and 3rd to 11th August. Seventeen farms (eight HLS, nine ELS) were surveyed in in 2014. Transects were walked three times through the season, between 17th and 27th May, 21st June to 9th July and 3rd to 15th August. These discrete sampling blocks are henceforth referred to as 'sampling rounds'.\n\nIn 2015 farms were surveyed for a fixed period of time rather than using distance based transects. ELS farms were surveyed for 3 hrs with 1.5 hrs spent on non-agricultural grass habitats and 1.5 hrs on woody hedgerow/woodland edge habitats. HLS farms were surveyed for 3 hrs with 1 hr on pollinator-focused flower-rich schemes, 1 hr on non-agricultural grass habitats and 1 hr on woody hedgerow/woodland edge habitats. The survey followed standard bee walk methodology as described above, but at a reduced pace to ensure thorough sampling. All bees within 2 m of the recorder were identified to species level. The first flowering plant species visited and the purpose of the visit, for either pollen or nectar, was recorded. Solitary bees with clearly visible pollen on their body were collected, placed in individual Eppendorf tubes and frozen. The collection of pollen loads from foraging bees may overestimate pollen use of more easily observable flowers. Ideally, pollen would be sampled from bees as they return to their nest, but this method was not chosen for this study as is often time consuming and may lead to low sample sizes for species with difficult to locate nests. All flowering plant species present on the transects were recorded, but their abundance was not quantified. Pollen samples from insect visited flowering plant species present were collected to form a pollen reference library. Pollen reference slides were prepared by transferring pollen-laden anthers to a drop of water on a microscope slide. The slide was gently heated to allow grains to absorb water and achieve their maximum size and to evaporate excess water. The remains of the anthers were removed, molten glycerine jelly stained with fuchsin was added and the slide was sealed with a coverslip. For a full list of sampled flowering plant species see Appendix S2. Fourteen farms (7 HLS, 7 ELS) were surveyed in 2015. Transects were walked four times throughout the season, between 22 April adn 13th May, 26th May to 17th June, 25th June to 4th July and 29th July to 10th August. All bee surveys were conducted between 0930 and 1700 hrs when the temperature was above 13°C with at least 60% clear sky, or above 17°C with any level of cloud. No surveys were conducted when it was raining. All bee and floristic surveys were conducted by the same individual (TJW) to minimise recorder bias.\n\nPollen identification\nThe scopal pollen load of foraging solitary bees collected in 2015 was analysed by light microscopy using the method outlined by Westrich and Schmidt (1986). Before removing pollen from the scopae, the total load was estimated relative to a full load for that species, ranging from 8/8 (full load) to 1/8 (one eighth load). The pollen grains were removed from the scopae using an entomological pin and transferred to a drop of water on a microscope slide. Pollen that was not clearly held in the scopae was not sampled as this may have become attached to other parts of the body during nectar visits to non-host plant flowers. The slide was gently heated to allow grains to absorb water and achieve their maximum size and to evaporate excess water. Molten glycerine jelly stained with fuchsin was then added and the slide was sealed with a coverslip. The proportion of the load comprised of different plant species was estimated along three randomly selected lines across the cover slip at a magnification of x400. The proportion of the load by volume was estimated by the relative area of the slide occupied by each plant species, rather than the absolute number of grains, in order to better reflect the total volume of pollen collected, an important correction in mixed loads where pollen grains of different plant species often differ widely in size (Cane and Sipes, 2006). Species representing less than 1% of the load were excluded from further analysis as their presence may have arisen from contamination (Westrich and Schmidt 1986). \n\nThe proportions of pollen collected were corrected according to the overall size of each load to give a final weight, e.g. a full load (8/8) comprised of 50% Centaurea nigra and 50% Leucanthemum vulgare would receive a final C. nigra weight of 50 and a final L. vulgare weight of 50, whereas a quarter load (2/8) comprised of 100% Hypochaeris radicata would receive a final H. radicata weight of 25. The pollen grains were identified to species using Sawyer (1981) and the reference collection assembled during the project. The majority of samples were identified to species level, but where this was not possible pollen was identified to genus, for example in Brassica, Plantago and Geranium. For a full list of taxa and the level of identification, to either species or genus, see Appendix S3. \n\nStatistical analysis\nGeneralised Linear Mixed-Effect Models (GLMMs) were used to test for the impact of management type on bee and plant species abundance and diversity and the impact of plant species richness on bee species diversity and diet breadth. Models were fit using the maximum likelihood (Laplace Approximation) method. All data analyses were conducted in R version 3.1.1 (R Development Core Team) using the lme4 package for the GLMMs (Bates et al. 2014). All models were fitted with Poisson and negative binomial error distributions and were tested for overdispersion. In all cases negative binomial error structures were the most appropriate and final models were not overdispersed. Final models were compared by ANOVA with a null model containing the same random factor to test for significance.\n\nDifferences in the total number of bee and plant species and total floral abundance recorded between different farm types were analysed using GLMMs with management type as a fixed factor. Sampling year was included as a random factor to take account of the temporal data structure and differences in sampling methods. The abundance analysis used the 2013-2014 data and the species richness analysis used the 2013-2015 data. The impact of plant species richness on bee species richness (including Apis, Bombus and kleptoparastic bee species) and oligolectic solitary bee species richness was analysed using GLMMs with plant species richness as a fixed factor and sampling year as a random factor. This analysis used the 2013-2015 species richness data.\n\nThe impact of plant species richness on the number of pollen species detected in bee pollen loads was analysed using a GLMM with plant species richness as a fixed factor and sampling round (April/May, May/June, June/July and July/August) as a random factor. The number of pollen species detected in bee pollen loads was also calculated for the seven most common polylectic bee species for which a total of 30 pollen loads had been collected from each species, representing the majority of the pollen load data (759 of 1054 samples, Andrena chrysosceles, A. flavipes, A. haemorrhoa, A. semilaevis, Lasioglossum calceatum, L. malachurum and L. pauxillum). The number of species detected in pollen loads was summed over the year for each species to reduce temporal variation. Farms where no samples of a species were taken were excluded from that species' analysis, as the species may have been absent from the sample for reasons other than floristic composition, e.g. nesting site availability, low detection rate etc. The relationship between plant species richness and the number of pollen species collected by polylectic bee species was analysed using a GLMM with plant species richness as a fixed factor and bee species as a random factor. Both these analyses used the 2015 microscopic pollen load analysis data. \n\nThe proportion of sown flowers relative to total flowers was calculated for each farm over the 2013-2014 period. The proportion of observed solitary bee pollen visits to sown flowers and the proportion of solitary bee species visiting sown flowers for pollen was also calculated over the 2013-2014 period. The impact of the proportion of sown flowers on the proportion of observed solitary bee pollen visits and the proportion of solitary bee species visiting sown flowers was analysed using Spearman's rank correlation tests, as in each case the response variable could not be transformed to normality. \n\nDifferences in the proportion of pollen collected from different plant types were analysed using binomial tests. For the observational data, the proportion of pollen visits to sown and wild plants was calculated for each sampling round across all years for both farm types. For the pollen load data, a third category of crop plant data was included. A number of pollen loads contained Brassica type pollen, most of which is highly likely to have come from the crop plant oilseed rape Brassica napus. No wild Brassica species such as B. nigra were recorded during floristic surveys with the only other source being small areas of B. rapa that is sometimes sown as part of conservation management for birds. As a result, we are confident that the majority of the Brassica type pollen originated from crop plants and so this was excluded from the comparison between sown and wild plant pollen use. As the pollen load data is non-integer (with variably full pollen loads with mixed species composition), the proportion of each pollen type was used to calculate an appropriate value from the number of collected samples, i.e. where 173 bees were collected with pollen loads in total comprised of 9.7% pollen from sown plants and 90.3% pollen from wild plants by volume this was calculated as 17 samples from sown plants and 156 samples from wild plants. These calculated values were used in the binomial tests.\n\nReferences avaialable from Supporting Documentation.","locations":["POLYGON((-6.453 49.864, -6.453 55.812, 1.768 55.812, 1.768 49.864, -6.453 49.864))"],"organisation":["University of Sussex","The Game and Wildlife Conservation Trust","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/a9d713e8-c8d5-4129-8db0-d771443111cf","10.5285/a9d713e8-c8d5-4129-8db0-d771443111cf"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/00ayhx656","https://ror.org/015eybs17","https://ror.org/04xw4m193"],"state":"published","title":"Bee and flower abundance and diversity and bee pollen foraging data from farms in England","topic":["0/Environmental survey/","0/Pollinators/"],"version":1.0,"view":["public","jgar"],"shortenedDescription":"Data comprise flower abundance and diversity data and bee abundance, diversity and activity data collected during extensive surveys carried out on farms in Hampshire and West Sussex, southern England between 2013 and 2015. The pollen diets of wild solitary bees were..."},{"publicationDate":"2025-02-12T00:00:00.000+00:00","authorAffiliation":["University of Stirling","University of St Andrews"],"authorGivenName":["M.J.","H.L.","R.","D.M.","N.A.","R.S."],"authorFamilyName":["Ormsby","White","Metcalf","Oliver","Feasey","Quilliam"],"authorFullName":["Ormsby, M.J.","White, H.L.","Metcalf, R.","Oliver, D.M.","Feasey, N.A.","Quilliam, R.S."],"authorOrcid":["https://orcid.org/0000-0002-3991-2336","https://orcid.org/0000-0002-6200-562X","https://orcid.org/0000-0003-4041-1405","https://orcid.org/0000-0001-7020-4410"],"authorRor":["https://ror.org/045wgfr59","https://ror.org/02wn5qz54"],"catalogue":"eidc","description":"This dataset contains information relating to the survival and persistence of Salmonella spp. on plastic and glass, under conditions simulant of a peri-urban waste pile. The data encompass bacterial strain identity, material type, timepoints (days), temperature (°C), bacterial concentration (CFU/ml), survival percentages, and regression parameters. Data were sampled over a 28-day period using culture-based approaches; and the ability of isolates to cause disease following their recovery was determined through the use of a Galleria mellonella model.\n\nThis work was supported by the UKRI Natural Environment Research Council (NERC) as part of the GCRF SPACES project [grant number NE/V005847/1] and the Plastic Vectors project, “Microbial hitch-hikers of marine plastics: the survival, persistence & ecology of microbial communities in the ‘Plastisphere’” [grant number NE/S005196/1].","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/V005847/1","NE/S005196/1"],"identifier":"9c3a1ae5-65d7-45c6-b6f3-1a955b17abff","incomingCitationCount":0,"givenName":["M.J.","H.L.","R.","D.M.","N.A.","R.S."],"familyName":["Ormsby","White","Metcalf","Oliver","Feasey","Quilliam"],"fullName":["Ormsby, M.J.","White, H.L.","Metcalf, R.","Oliver, D.M.","Feasey, N.A.","Quilliam, R.S."],"keyword":["Environmental risk","Biofilm","plastic waste","waste management","public health","environmental pollution"],"keywordsTheme":["Environmental risk"],"keywordsOther":["Biofilm","plastic waste","waste management","public health","environmental pollution"],"licence":"Open government licence","lineage":"Biofilm formation, persistence, pathogenicity, and die-off rates of Salmonella were investigated through controlled laboratory experiments. Biofilms were generated on various materials in nutrient-rich and surface water environments, quantified using crystal violet staining, and analysed in triplicate. Persistence was assessed by recovering Salmonella from biofilms over 28 days, followed by serial dilution, selective plating, and confirmatory PCR targeting the ttr gene.\n\nPathogenicity was evaluated using Galleria mellonella larvae, with standardised inoculation protocols and survival monitoring for 72 hours. Die-off rates were determined by log10 transformation of CFU counts and modelled using linear regression, with statistical analyses (ANOVA, Tukey post-hoc tests) to evaluate treatment effects. Data underwent thorough validation at each stage, including replication, selective media confirmation, and regression modelling, ensuring high reliability and accuracy before submission.\n","orcid":["https://orcid.org/0000-0002-3991-2336","https://orcid.org/0000-0002-6200-562X","https://orcid.org/0000-0003-4041-1405","https://orcid.org/0000-0001-7020-4410"],"organisation":["University of Stirling","University of St Andrews","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/9c3a1ae5-65d7-45c6-b6f3-1a955b17abff","10.5285/9c3a1ae5-65d7-45c6-b6f3-1a955b17abff"],"resourceStatus":"Available","resourceType":"Non-geographic dataset","rightsHolder":["University of Stirling"],"ror":["https://ror.org/045wgfr59","https://ror.org/02wn5qz54","https://ror.org/04xw4m193"],"state":"published","title":"Survival and persistence of Salmonella spp. on waste plastic and glass under laboratory conditions simulant of a peri-urban waste pile","topic":["0/Environmental risk/"],"version":1.0,"view":["public","katwri"],"shortenedDescription":"This dataset contains information relating to the survival and persistence of Salmonella spp. on plastic and glass, under conditions simulant of a peri-urban waste pile. The data encompass bacterial strain identity, material type, timepoints (days), temperature (°C),..."},{"publicationDate":"2020-02-27T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology","University of Innsbruck"],"authorGivenName":["R.","M.","H.M.","J.G.","R.L.","H.C.","N.P."],"authorFamilyName":["Morrison","Brooks","Cooper","Evans","Rowe","Ward","McNamara"],"authorFullName":["Morrison, R.","Brooks, M.","Cooper, H.M.","Evans, J.G.","Rowe, R.L.","Ward, H.C.","McNamara, N.P."],"authorOrcid":["https://orcid.org/0000-0002-1847-3127","https://orcid.org/0000-0002-7439-0393","https://orcid.org/0000-0002-1382-3407","https://orcid.org/0000-0002-7554-821X","https://orcid.org/0000-0001-8881-185X","https://orcid.org/0000-0002-5143-5819"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This dataset contains time series observations of surface-atmosphere exchanges of net ecosystem carbon dioxide exchange (NEE), sensible heat (H) and latent heat (LE), and momentum (τ) measured at a field of winter wheat in Lincolnshire, UK during the 2012 growing season. \n\nTurbulent flux densities were monitored using the micrometeorological eddy covariance (EC) technique between 5th April 2012 and 8th August 2012. The dataset includes ancillary weather and soil physics observations, as well as variables describing atmospheric turbulence and the quality of the turbulent flux observations.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"identifier":"c00ac145-6a55-4698-a6ed-13c95d178c96","incomingCitationCount":0,"givenName":["R.","M.","H.M.","J.G.","R.L.","H.C.","N.P.","Hollie"],"familyName":["Morrison","Brooks","Cooper","Evans","Rowe","Ward","McNamara"],"fullName":["Morrison, R.","Brooks, M.","Cooper, H.M.","Evans, J.G.","Rowe, R.L.","Ward, H.C.","McNamara, N.P.","Cooper, H."],"keyword":["Soil","Environmental survey","carbon dioxide","carbon dioxide flux","energy  flux","water flux"],"keywordsTheme":["Soil","Environmental survey"],"keywordsOther":["carbon dioxide","carbon dioxide flux","energy  flux","water flux"],"licence":"Open government licence","lineage":"Turbulent flux densities were calculated from the raw EC data using the EddyPRO® Flux Calculation Software Version 6.1.\n\nQuality Control of EC data involved removal of statistical outliers and tests that theoretical requirements for the successful application of the EC technique were not violated significantly. \n\nData gaps in EC data (NEE, LE, H) and the partitioning of NEE into gross ecosystem production and total ecosystem production were performed using the REddyProc Package for R (Reichstein et al., 2019).\n\nFurther details are available in the supporting documentation.","locations":["POLYGON((-0.619 53.294, -0.619 53.345, -0.523 53.345, -0.523 53.294, -0.619 53.294))"],"orcid":["https://orcid.org/0000-0002-1847-3127","https://orcid.org/0000-0002-7439-0393","https://orcid.org/0000-0002-1382-3407","https://orcid.org/0000-0002-7554-821X","https://orcid.org/0000-0001-8881-185X","https://orcid.org/0000-0002-5143-5819"],"organisation":["UK Centre for Ecology & Hydrology","University of Innsbruck","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/c00ac145-6a55-4698-a6ed-13c95d178c96","10.5285/c00ac145-6a55-4698-a6ed-13c95d178c96"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Eddy covariance measurements of carbon dioxide, energy and water fluxes at a winter wheat field, Lincolnshire, UK, 2012","topic":["0/Soil/","0/Environmental survey/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"This dataset contains time series observations of surface-atmosphere exchanges of net ecosystem carbon dioxide exchange (NEE), sensible heat (H) and latent heat (LE), and momentum (τ) measured at a field of winter wheat in Lincolnshire, UK during the 2012 growing season...."},{"publicationDate":"2022-10-19T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology","University of Liverpool","National Grid"],"authorGivenName":["C.J.","S.","J.R.","A.J.","D."],"authorFamilyName":["Feeney","Godfrey","Cooper","Plater","Dodds"],"authorFullName":["Feeney, C.J.","Godfrey, S.","Cooper, J.R.","Plater, A.J.","Dodds, D."],"authorOrcid":["https://orcid.org/0000-0003-2175-1842","https://orcid.org/0000-0001-7480-5758","https://orcid.org/0000-0003-4957-2774","https://orcid.org/0000-0001-7043-227X"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This dataset contains information about predicted future erosion hazards to electricity transmission towers at a site in the Mersey River valley. River channel change and floodplain erosion rates were simulated under 6 hypothetical flow scenarios, covering the years 2018 to 2050. These scenarios include: “baseline” where we assumed the 32 years of flow from 2018 to 2050 matched the preceding 32-year period; and “plus 10, 20, 30, 40 & 50%” where we assumed daily averaged flow magnitudes increased by 10, 20, 30, 40 or 50%, depending on the scenario. Simulations were run using the CAESAR-Lisflood landscape evolution model. Input files that were used to drive the simulations include a 15-metre resolution DEM covering a ~4.5 km long reach of river valley, and daily-averaged flow inputs (m3 s-1). Landscape changes over time were extracted at the locations of each electricity transmission tower, with the severity of erosion used to judge the relative risks of each tower from future climate change.\n\nThe work was supported by the Natural Environment Research Council (Grant NE/S01697X/1) as part of the project: ‘Erosion Hazards in River Catchments: Making Critical Infrastructure More Climate Resilient’.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":[" NE/S01697X/1 NE/R016429/1 "],"identifier":"78bc21a9-39e0-4efc-992c-5587439fe6be","incomingCitationCount":1,"givenName":["C.J.","S.","J.R.","A.J.","D.","Christopher"],"familyName":["Feeney","Godfrey","Cooper","Plater","Dodds"],"fullName":["Feeney, C.J.","Godfrey, S.","Cooper, J.R.","Plater, A.J.","Dodds, D.","Feeney, C."],"keyword":["Environmental risk","CAESAR-Lisflood","erosion","hazard","climate change","river","floodplain","infrastructure","electricity"],"keywordsTheme":["Environmental risk"],"keywordsOther":["CAESAR-Lisflood","erosion","hazard","climate change","river","floodplain","infrastructure","electricity"],"licence":"Open government licence","lineage":"Historic river channel changes were quantified for the years 1976-2018 by digitising channel boundaries from old Ordnance Survey maps and aerial imagery. Floodplain erosion and deposition rates (m2 yr-1) were estimated by overlaying the digitised channel features to create a time-series of landscape evolution. The years 1976-2018 represent a combined overlapping record where we have available OS maps and aerial imagery, as well as continuous recorded daily-averaged flow data for the Ashton Weir (station no. 69007) from the National River Flow Archive. The CAESAR-Lisflood model was calibrated using this historic flow series and a modified version of a LiDAR DEM from the Environment Agency. Simulation results during calibration were compared against digitised historic channel changes, with the 2 best results chosen for simulation of future flow scenarios. A total of 12 simulations was run to determine which of 40 electricity transmission towers would be at greatest risk from river channel erosion. These 12 simulations consist of the 2 calibrated models × 6 hypothetical future flow scenarios.\n\nThe CAESAR-Lisflood model simulates processes using deterministic algorithms. This means that without changing inputs, the model can be run repeatedly and return an identical result. Input files necessary to run the CAESAR-Lisflood model are included in this dataset so that this repeatability can be independently verified. R code is also provided to allow the user to reproduce most of the analyses reported in the associated paper.\n\nRiver channel change is a “chaotic” process, which means prediction of its future dynamics is riddled with uncertainties. Added to this, our chosen flow scenarios are hypothetical, and constructed by multiplying the most recent historical 32-year flow record by 1-1.5 depending on the scenario. Thus, care should be taken when interpreting our results. We suggest that we can accurately pinpoint which towers are most at risk from future erosion, but not the exact timings of these risks.","locations":["POLYGON((-2.4 53.43, -2.4 53.46, -2.34 53.46, -2.34 53.43, -2.4 53.43))"],"orcid":["https://orcid.org/0000-0003-2175-1842","https://orcid.org/0000-0001-7480-5758","https://orcid.org/0000-0003-4957-2774","https://orcid.org/0000-0001-7043-227X"],"organisation":["UK Centre for Ecology & Hydrology","University of Liverpool","National Grid","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/78bc21a9-39e0-4efc-992c-5587439fe6be","10.5285/78bc21a9-39e0-4efc-992c-5587439fe6be"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","supplementalDescription":["If the user wishes to recreate the model outputs, they will need to use the CAESAR-Lisflood model, which is available from:\n\nWe would also recommend using version 4 of R to run any of the R scripts"],"title":" Predicted erosion hazards to electricity transmission towers in the Mersey River valley under hypothetical future flow scenarios, 2018-2050","topic":["0/Environmental risk/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"This dataset contains information about predicted future erosion hazards to electricity transmission towers at a site in the Mersey River valley. River channel change and floodplain erosion rates were simulated under 6 hypothetical flow scenarios, covering the years..."},{"publicationDate":"2024-04-08T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology","Agricultural University of Athens","Unaffiliated","UK Met Office","Thomson Environmental Consultants","Bangor University"],"authorGivenName":["R.","V.","A.","L.A.","E.S.","J.R.","D.B.","M.","H.M.","N.","J.G.","P.","D.","H.","T.","G.","Y.","S.","W.D.","G.V.","F.","P.M.","O.D.","J.L.","E.J.","H.C.","A.C.","J.B."],"authorFamilyName":["Smith","Antoniou","Askquith-Ellis","Ball","Bennett","Blake","Boorman","Brooks","Clarke","Cooper","Cowan","Cumming","Evans","Farrand","Fry","Harvey","Houghton-Carr","Howson","Jiménez-Arranz","Keen","Khamis","Leeson","Lord","Morrison","Nash","O'Callaghan","Rylett","Scarlett","St Quintin","Stanley","Swain","Szczykulska","Teagle","Thornton","Trill","Vincent","Ward","Warwick","Winterbourn"],"authorFullName":["Smith, R.","Antoniou, V.","Askquith-Ellis, A.","Ball, L.A.","Bennett, E.S.","Blake, J.R.","Boorman, D.B.","Brooks, M.","Clarke, M.","Cooper, H.M.","Cowan, N.","Cumming, A.","Evans, J.G.","Farrand, P.","Fry, M.","Harvey, D.","Houghton-Carr, H.","Howson, T.","Jiménez-Arranz, G.","Keen, Y.","Khamis, D.","Leeson, S.","Lord, W.D.","Morrison, R.","Nash, G.V.","O'Callaghan, F.","Rylett, D.","Scarlett, P.M.","St Quintin, P.","Stanley, S.","Swain, O.D.","Szczykulska, M.","Teagle, S.","Thornton, J.L.","Trill, E.J.","Vincent, P.","Ward, H.C.","Warwick, A.C.","Winterbourn, J.B."],"authorOrcid":["https://orcid.org/0000-0002-6447-6740","https://orcid.org/0000-0001-6011-4075","https://orcid.org/0000-0002-0203-5958","https://orcid.org/0000-0001-7398-9268","https://orcid.org/0000-0002-1033-4712","https://orcid.org/0000-0002-6436-5266","https://orcid.org/0000-0002-7439-0393","https://orcid.org/0000-0002-1382-3407","https://orcid.org/0000-0002-7473-7916","https://orcid.org/0000-0001-5704-9006","https://orcid.org/0000-0003-4194-1416","https://orcid.org/0000-0003-1142-4039","https://orcid.org/0000-0002-9822-316X","https://orcid.org/0009-0004-4445-8272","https://orcid.org/0000-0003-2987-488X","https://orcid.org/0000-0002-1847-3127","https://orcid.org/0000-0003-1611-2042","https://orcid.org/0000-0002-7426-1153","https://orcid.org/0000-0002-8303-2969","https://orcid.org/0000-0002-5820-7093","https://orcid.org/0000-0002-6233-8942","https://orcid.org/0000-0001-8881-185X","https://orcid.org/0000-0002-1318-5281"],"authorRor":["https://ror.org/00pggkr55","https://ror.org/03xawq568","https://ror.org/01ch2yn61","https://ror.org/006jb1a24"],"catalogue":"eidc","description":"This dataset contains daily and sub-daily hydrometeorological and soil moisture observations from COSMOS-UK (cosmic-ray soil moisture) monitoring network from October 2013 to the end of 2023. These data are from 51 sites across the UK recording a range of hydrometeorological and soil variables.\n\nEach site in the network records the following hydrometeorological and soil data at 30-minute resolution: Radiation (short wave, long wave, and net), precipitation, atmospheric pressure, air temperature, wind speed and direction, humidity, soil heat flux, and soil temperature and volumetric water content (VWC), measured by point sensors at various depths.\n\nEach site hosts a cosmic-ray sensing probe; a novel sensor technology which counts fast neutrons in the surrounding atmosphere. In combination with the recorded hydrometeorological data, neutron counts are used to derive VWC over a field scale (COSMOS VWC), provide at daily resolution.\n\nThe presence of snow leads to erroneously high measurements of COSMOS VWC due to all the extra water in the surrounding area. Included in the daily data are indications of snow days, on which, the COSMOS VWC are adjusted, and the snow water equivalent (SWE) is given.\n\nThe potential evapotranspiration (PE), derived from recorded hydrometeorological and soil are also included at daily resolution.\n\nTwo levels of quality control are carried out, firstly data is run through a series of automated checks, such as range tests and spike tests, and then all data is manually inspected each week where any other faults are picked up, including sensor faults or connection issues. Quality control flags are provided for all recorded (30 minute) data, indicating the reason for any missing data.\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.\n\n","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/R016429/1"],"identifier":"399ed9b1-bf59-4d85-9832-ee4d29f49bfb","incomingCitationCount":1,"givenName":["R.","V.","A.","L.A.","E.S.","J.R.","D.B.","M.","H.M.","N.","J.G.","P.","D.","H.","T.","G.","Y.","S.","W.D.","G.V.","F.","P.M.","O.D.","J.L.","E.J.","H.C.","A.C.","J.B.","Richard"],"familyName":["Smith","Antoniou","Askquith-Ellis","Ball","Bennett","Blake","Boorman","Brooks","Clarke","Cooper","Cowan","Cumming","Evans","Farrand","Fry","Harvey","Houghton-Carr","Howson","Jiménez-Arranz","Keen","Khamis","Leeson","Lord","Morrison","Nash","O'Callaghan","Rylett","Scarlett","St Quintin","Stanley","Swain","Szczykulska","Teagle","Thornton","Trill","Vincent","Ward","Warwick","Winterbourn"],"fullName":["Smith, R.","Antoniou, V.","Askquith-Ellis, A.","Ball, L.A.","Bennett, E.S.","Blake, J.R.","Boorman, D.B.","Brooks, M.","Clarke, M.","Cooper, H.M.","Cowan, N.","Cumming, A.","Evans, J.G.","Farrand, P.","Fry, M.","Harvey, D.","Houghton-Carr, H.","Howson, T.","Jiménez-Arranz, G.","Keen, Y.","Khamis, D.","Leeson, S.","Lord, W.D.","Morrison, R.","Nash, G.V.","O'Callaghan, F.","Rylett, D.","Scarlett, P.M.","St Quintin, P.","Stanley, S.","Swain, O.D.","Szczykulska, M.","Teagle, S.","Thornton, J.L.","Trill, E.J.","Vincent, P.","Ward, H.C.","Warwick, A.C.","Winterbourn, J.B."],"keyword":["cosmic-ray sensing probe","UK","COSMOS-UK","UK-SCAPE","Soil","Hydrology","Environmental survey","soil depth 10cm","soil depth 20cm","soil depth 2cm","soil depth 50cm","soil depth 5cm"],"keywordsInstrument":["cosmic-ray sensing probe"],"keywordsPlace":["UK"],"keywordsProject":["COSMOS-UK","UK-SCAPE"],"keywordsTheme":["Soil","Hydrology","Environmental survey"],"keywordsOther":["soil depth 10cm","soil depth 20cm","soil depth 2cm","soil depth 50cm","soil depth 5cm"],"licence":"Open government licence","lineage":"Hydrometeorological and soil observations are recorded at sites around the UK using an array of sensors. Every hour, the raw data collected is sent to UKCEH in Wallingford, where it is subject to quality control. Soil volumetric water content data are derived from 30-minute hydrometeorological data and data from the cosmic-ray sensing probe by Python scripts run every hour. The data are calculated using the method outlined in Evans et al. 2016. Snow water equivalents are derived by Python scripts at the end of the day from the hydrometeorological data according to Wallbank et al., 2020. Potential evapotranspiration data are derived by Python scripts at the end of the day from the hydrometeorological data according to the Penman-Monteith method, (FAO Crop evapotranspiration - Guidelines for computing crop water requirements - FAO Irrigation and drainage paper 56). All data (including raw, quality controlled and derived) is saved in an Oracle database.","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/0000-0002-6447-6740","https://orcid.org/0000-0001-6011-4075","https://orcid.org/0000-0002-0203-5958","https://orcid.org/0000-0001-7398-9268","https://orcid.org/0000-0002-1033-4712","https://orcid.org/0000-0002-6436-5266","https://orcid.org/0000-0002-7439-0393","https://orcid.org/0000-0002-1382-3407","https://orcid.org/0000-0002-7473-7916","https://orcid.org/0000-0001-5704-9006","https://orcid.org/0000-0003-4194-1416","https://orcid.org/0000-0003-1142-4039","https://orcid.org/0000-0002-9822-316X","https://orcid.org/0009-0004-4445-8272","https://orcid.org/0000-0003-2987-488X","https://orcid.org/0000-0002-1847-3127","https://orcid.org/0000-0003-1611-2042","https://orcid.org/0000-0002-7426-1153","https://orcid.org/0000-0002-8303-2969","https://orcid.org/0000-0002-5820-7093","https://orcid.org/0000-0002-6233-8942","https://orcid.org/0000-0001-8881-185X","https://orcid.org/0000-0002-1318-5281"],"organisation":["UK Centre for Ecology & Hydrology","Agricultural University of Athens","Unaffiliated","UK Met Office","Thomson Environmental Consultants","Bangor University","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/399ed9b1-bf59-4d85-9832-ee4d29f49bfb","10.5285/399ed9b1-bf59-4d85-9832-ee4d29f49bfb"],"resourceStatus":"Superseded","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/03xawq568","https://ror.org/01ch2yn61","https://ror.org/006jb1a24","https://ror.org/04xw4m193"],"state":"published","supplementalDescription":["COSMOS-UK website ","To find out more about the different available datasets, see our video data guide","Evans, J.G., Ward, H.C., Blake, J.R., Hewitt, E.J., Morrison, R., Fry, M., Ball, L. A., Doughty, L.C., Libre, J.W., Hitt, O.E., Rylett, D., Ellis, R.J., Warwick, A.C., Brooks, M., Parkes, M.A., Wright, G.M.H., Singer, A.C., Boorman, D.B., & Jenkins, A. (2016). Soil water content in southern England derived from a cosmic-ray soil moisture observing system - COSMOS-UK. In Hydrological Processes (Vol. 30, Issue 26, pp. 4987–4999). Wiley. ","Deriving snow water equivalent using cosmic-ray neutron sensors from the COSMOS-UK network for modelling snowmelt floods Wallbank, John R. ; Anderson, Seonaid R. ; Cole, Steven J. ; Moore, Robert J. ; Wells, Steven C., 2020. ","Penman-Monteith method, Chapter 4 - Determination of ETo in ‘Crop evapotranspiration - Guidelines for computing crop water requirements - FAO Irrigation and drainage paper 56'. "],"supplementalName":["Video data guide"],"title":"Daily and sub-daily hydrometeorological and soil data (2013-2023) [COSMOS-UK]","topic":["0/Soil/","0/Hydrology/","0/Environmental survey/"],"version":1.0,"view":["public","jenroe"],"shortenedDescription":"This dataset contains daily and sub-daily hydrometeorological and soil moisture observations from COSMOS-UK (cosmic-ray soil moisture) monitoring network from October 2013 to the end of 2023. These data are from 51 sites across the UK recording a range of hydrometeorological..."},{"publicationDate":"2021-10-07T00:00:00.000+00:00","authorAffiliation":["Loughborough University","Newcastle University"],"authorGivenName":["H.","Q.","W."],"authorFamilyName":["Chen","Liang","Xiao"],"authorFullName":["Chen, H.","Liang, Q.","Xiao, W."],"catalogue":"eidc","description":"This dataset contains maximum water depth and maximum water velocity for 12 different Glacial Lake outburst floods (GLOFs) scenarios of the Tsho Rolpa Lake, Nepal. Also included is the water depth of dam breach flow and discharge of dam breach flow under each scenario. The GLOFs scenarios were created using a simple dam breach model. A high-performance hydrodynamic model was then used to simulate the resulting flood hydrodynamics.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/S005919/1"],"identifier":"f4292d99-de93-4a28-a821-b2a6a826df4c","incomingCitationCount":0,"givenName":["H.","Q.","W."],"familyName":["Chen","Liang","Xiao"],"fullName":["Chen, H.","Liang, Q.","Xiao, W."],"keyword":["Tsho Rolpa Lake","Nepal","Environmental risk","Modelling","Glacial lake outburst floods","Hydrodynamic flood modelling","flood","modelling"],"keywordsPlace":["Tsho Rolpa Lake","Nepal"],"keywordsTheme":["Environmental risk","Modelling"],"keywordsOther":["Glacial lake outburst floods","Hydrodynamic flood modelling","flood","modelling"],"licence":"Open government licence","lineage":"A commonly used empirical breach model was adopted to represent the dam breach formation process caused by overtopping. The breach was assumed to start from a small channel formed at the dam crest (initial breach) and grows into a trapezoidal shape with a side-slope of 1:1 during the time of failure. The model further assumes an initial breach depth and a final breach depth, which can be quantified and prescribed according to current dam conditions. A fully hydrodynamic model based on the 2-D depth-averaged shallow water equations (SWEs) was adopted to predict the flooding processes driven by the flow out of the breach of the moraine dam.\n","locations":["POLYGON((86.1 27.3, 86.1 27.51, 86.29 27.51, 86.29 27.3, 86.1 27.3))"],"organisation":["Loughborough University","Newcastle University","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/f4292d99-de93-4a28-a821-b2a6a826df4c","10.5285/f4292d99-de93-4a28-a821-b2a6a826df4c"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Loughborough University"],"ror":["https://ror.org/04xw4m193"],"state":"published","title":"Outburst flood simulations of various dam failure scenarios from Tsho Rolpa glacial lake, Nepal, 2020","topic":["0/Environmental risk/","0/Modelling/"],"version":1.0,"view":["public","matnic"],"shortenedDescription":"This dataset contains maximum water depth and maximum water velocity for 12 different Glacial Lake outburst floods (GLOFs) scenarios of the Tsho Rolpa Lake, Nepal. Also included is the water depth of dam breach flow and discharge of dam breach flow under each scenario...."},{"publicationDate":"2020-05-05T00:00:00.000+00:00","authorAffiliation":["University of Bath ","7 Lakes Alliance"],"authorGivenName":["E.I.","D.J."],"authorFamilyName":["Slavin","Wain"],"authorFullName":["Slavin, E.I.","Wain, D.J."],"authorOrcid":["https://orcid.org/0000-0001-9400-0703","https://orcid.org/0000-0001-5091-102X"],"catalogue":"eidc","description":"This  dataset contains Dissolved oxygen concentrations from two different locations in Durleigh Reservoir in Somerset, England. Two miniDOT oxygen loggers were fitted with miniWIPERs and deployed at two locations in Durleigh on 30 May 2018. Both sensors were collected on 5 October 2018 and the raw data files are presented in this dataset.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"identifier":"26b35c45-c174-4930-b82c-bcd0d23c39e1","incomingCitationCount":0,"givenName":["E.I.","D.J.","Emily"],"familyName":["Slavin","Wain"],"fullName":["Slavin, E.I.","Wain, D.J.","Slavin, E."],"keyword":["Water quality","Pollution","Environmental survey","reservoir"],"keywordsTheme":["Water quality","Pollution","Environmental survey"],"keywordsOther":["reservoir"],"licence":"Open government licence","lineage":"Each location was marked with a buoy (A2 size) attached to a 10 kg weight using rope. The miniDOTs were attached onto the rope near the weight (bottom of the water column) at both locations. Both miniDOTs were set up to take measurements at ten-minute intervals for dissolved oxygen (% saturation and mg l-1) and temperature (deg C)\n\nThe first site, labelled location 2, is closer to the artificial mixing devices (surface mixers) installed in the reservoir (60 m away) and deeper, with a water depth of 6 m when the MiniDOT logger was deployed. The second site, labelled location 3, is farther away from the artificial mixing devices installed in the reservoir (435 m away) and in a shallower region, with a water depth of 4 m on deployment. On the 13 June 2018 and 21 August 2018, both miniDOTs were brought to the surface to change miniWIPER batteries and remove any fouling from the sensors. Nevertheless, there were periods during the 2018 deployment where the sensors were fouled, and dissolved oxygen measurements were reading 0% saturation.","locations":["POLYGON((-3.056 51.118, -3.056 51.125, -3.037 51.125, -3.037 51.118, -3.056 51.118))"],"orcid":["https://orcid.org/0000-0001-9400-0703","https://orcid.org/0000-0001-5091-102X"],"organisation":["University of Bath ","7 Lakes Alliance","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/26b35c45-c174-4930-b82c-bcd0d23c39e1","10.5285/26b35c45-c174-4930-b82c-bcd0d23c39e1"],"resourceStatus":"Available","resourceType":"Dataset","ror":["https://ror.org/04xw4m193"],"state":"published","title":"Dissolved Oxygen concentrations from Durleigh Reservoir, 2018","topic":["0/Water quality/","0/Pollution/","0/Environmental survey/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"This  dataset contains Dissolved oxygen concentrations from two different locations in Durleigh Reservoir in Somerset, England. Two miniDOT oxygen loggers were fitted with miniWIPERs and deployed at two locations in Durleigh on 30 May 2018. Both sensors were collected..."},{"publicationDate":"2025-06-24T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology"],"authorGivenName":["S.","V.","A.","L.","E.S.","J.R.","D.B.","M.","M.A.","H.M.","N.J.","J.G.","P.","D.","H.","T.","G.","Y.","W.D.","R.","G.V.","F.","P.M.","R.J.","O.","J.L.","E.J.","H.C.","A.C.","J.B."],"authorFamilyName":["Stanley","Antoniou","Askquith-Ellis","Ball","Bennett","Blake","Boorman","Brookes","Clarke","Cooper","Cowan","Cumming","Evans","Farrand","Fry","Harvey","Houghton-Carr","Howson","Jiménez-Arranz","Keen","Khamis","Leeson","Lord","Morrison","Nash","O'Callaghan","Retter","Rylett","Scarlett","Smith","St Quintin","Swain","Szczykulska","Teagle","Thornton","Trill","Vincent","Ward","Warwick","Winterbourn"],"authorFullName":["Stanley, S.","Antoniou, V.","Askquith-Ellis, A.","Ball, L.","Bennett, E.S.","Blake, J.R.","Boorman, D.B.","Brookes, M.","Clarke, M.A.","Cooper, H.M.","Cowan, N.J.","Cumming, A.","Evans, J.G.","Farrand, P.","Fry, M.","Harvey, D.","Houghton-Carr, H.","Howson, T.","Jiménez-Arranz, G.","Keen, Y.","Khamis, D.","Leeson, S.","Lord, W.D.","Morrison, R.","Nash, G.V.","O'Callaghan, F.","Retter, A.","Rylett, D.","Scarlett, P.M.","Smith, R.J.","St Quintin, P.","Swain, O.","Szczykulska, M.","Teagle, S.","Thornton, J.L.","Trill, E.J.","Vincent, P.","Ward, H.C.","Warwick, A.C.","Winterbourn, J.B."],"authorOrcid":["https://orcid.org/0000-0002-8303-2969","https://orcid.org/0000-0001-6011-4075","https://orcid.org/0000-0002-0203-5958","https://orcid.org/0000-0001-7398-9268","https://orcid.org/0000-0002-1033-4712","https://orcid.org/0000-0002-6436-5266","https://orcid.org/0000-0002-7439-0393","https://orcid.org/0000-0002-1382-3407","https://orcid.org/0000-0002-7473-7916","https://orcid.org/0000-0001-5704-9006","https://orcid.org/0000-0003-4194-1416","https://orcid.org/0000-0003-1142-4039","https://orcid.org/0009-0003-9102-5413","https://orcid.org/0000-0003-4465-2169","https://orcid.org/0000-0002-9822-316X","https://orcid.org/0009-0004-4445-8272","https://orcid.org/0000-0003-2987-488X","https://orcid.org/0000-0002-1847-3127","https://orcid.org/0000-0003-1611-2042","https://orcid.org/0000-0002-7426-1153","https://orcid.org/0000-0002-6447-6740","https://orcid.org/0000-0002-5820-7093","https;//orcid.org/0000-0002-8824-8435","https://orcid.org/0000-0002-8350-4823","https://orcid.org/0000-0002-6233-8942","https://orcid.org/0000-0001-8881-185X","https://orcid.org/0000-0002-1318-5281"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This dataset contains daily and sub-daily hydrometeorological and soil moisture observations from the COSMOS-UK (cosmic-ray soil moisture) monitoring network from October 2013 to the end of 2024 . These data are from 51 sites across the UK recording a range of hydrometeorological and soil variables.\n\nEach site in the network records the following hydrometeorological and soil data at 30-minute resolution: Radiation (short wave, long wave, and net), precipitation, atmospheric pressure, air temperature, wind speed and direction, humidity, soil heat flux, and soil temperature and volumetric water content (VWC), measured by point sensors at various depths.\n\nEach site hosts a cosmic-ray sensing probe; a novel sensor technology which counts fast neutrons in the surrounding atmosphere. In combination with the recorded hydrometeorological data, neutron counts are used to derive VWC over a field scale (COSMOS VWC), provide at daily resolution.\n\nThe presence of snow leads to erroneously high measurements of COSMOS VWC due to all the extra water in the surrounding area. Included in the daily data are indications of snow days, on which, the COSMOS VWC are adjusted, and the snow water equivalent (SWE) is given.\n\nThe potential evapotranspiration (PE), derived from recorded hydrometeorological and soil are also included at daily resolution.\n\nTwo levels of quality control are carried out, firstly data is run through a series of automated checks, such as range tests and spike tests, and then all data is manually inspected each week  where any other faults are picked up, including sensor faults or connection issues. Quality control flags are provided for all recorded (30 minute) data , indicating the reason for any missing data.\n\nThis  work was supported by the Natural Environment Research Council award number NE/Y006208/1 as part of the UKCEH NC-UK programme delivering National Capability.\n","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/Y006208/1"],"identifier":"2dce161d-2fab-47bb-9fe6-38e7ed1ae18a","incomingCitationCount":0,"givenName":["R.J.","S.","V.","A.","L.","E.S.","J.R.","D.B.","M.","M.A.","H.M.","N.J.","J.G.","P.","D.","H.","T.","G.","Y.","W.D.","R.","G.V.","F.","P.M.","O.","J.L.","E.J.","H.C.","A.C.","J.B."],"familyName":["Smith","Stanley","Antoniou","Askquith-Ellis","Ball","Bennett","Blake","Boorman","Brookes","Clarke","Cooper","Cowan","Cumming","Evans","Farrand","Fry","Harvey","Houghton-Carr","Howson","Jiménez-Arranz","Keen","Khamis","Leeson","Lord","Morrison","Nash","O'Callaghan","Retter","Rylett","Scarlett","St Quintin","Swain","Szczykulska","Teagle","Thornton","Trill","Vincent","Ward","Warwick","Winterbourn"],"fullName":["Richard Smith","Stanley, S.","Antoniou, V.","Askquith-Ellis, A.","Ball, L.","Bennett, E.S.","Blake, J.R.","Boorman, D.B.","Brookes, M.","Clarke, M.A.","Cooper, H.M.","Cowan, N.J.","Cumming, A.","Evans, J.G.","Farrand, P.","Fry, M.","Harvey, D.","Houghton-Carr, H.","Howson, T.","Jiménez-Arranz, G.","Keen, Y.","Khamis, D.","Leeson, S.","Lord, W.D.","Morrison, R.","Nash, G.V.","O'Callaghan, F.","Retter, A.","Rylett, D.","Scarlett, P.M.","Smith, R.J.","St Quintin, P.","Swain, O.","Szczykulska, M.","Teagle, S.","Thornton, J.L.","Trill, E.J.","Vincent, P.","Ward, H.C.","Warwick, A.C.","Winterbourn, J.B."],"keyword":["COSMOS-UK","Agriculture","Climate and climate change","Ecosystem services","Environmental survey","Hydrology","Land use","Soil","Absolute humidity","Atmospheric pressure","Cosmic-Ray sensing probe","Longwave radiation","Shortwave radiation","Net radiation","Potential evapotranspiration","Rainfall","Relative humidity","Soil heat flux","Soil humidity","Soil temperature","Soil water content","Soil wetness","Soil depth 2cm","Soil depth 5cm","Soil depth 10cm","Soil depth 20cm","Soil depth 50cm","UK","Volumetric water content","VWC","Wind direction","Wind speed","Latent heat","Sensible heat","atmospheric humidity","air temperature","soil","soil moisture","atmospheric precipitation","evapotranspiration"],"keywordsProject":["COSMOS-UK"],"keywordsTheme":["Agriculture","Climate and climate change","Ecosystem services","Environmental survey","Hydrology","Land use","Soil"],"keywordsOther":["Absolute humidity","Atmospheric pressure","Cosmic-Ray sensing probe","Longwave radiation","Shortwave radiation","Net radiation","Potential evapotranspiration","Rainfall","Relative humidity","Soil heat flux","Soil humidity","Soil temperature","Soil water content","Soil wetness","Soil depth 2cm","Soil depth 5cm","Soil depth 10cm","Soil depth 20cm","Soil depth 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tipping bucket","Total precipitation from rain[e]","Mean atmospheric pressure","Mean air temperature","Mean wind speed","Mean wind direction","Maen absolute humidity","mean relative humidity","Snow depth","Mean X component of wind speed","Mean Y component of wind speed","Mean Z component of wind speed","Mean heat flux 1","Mean heat flux 2","Soil temperature from TDT sensor 2 at 10 cm","Soil temperature from TDT sensor 1 at 10 cm","Volumetric water content from TDT sensor 1 at 10 cm","Volumetric water content from TDT sensor 2 at 10 cm","Soil temperature from TDT sensor 4 at 5 cm","Soil temperature from TDT sensor 3 at 5 cm","Volumetric water content from TDT sensor 3 at 5 cm","Volumetric water content from TDT sensor 4 at 5 cm","Soil temperature from TDT sensor 5 at 15 cm","Soil temperature from TDT sensor 6 at 15 cm","Volumetric water content from TDT sensor 5 at 15 cm","Volumetric water content from TDT sensor 6 at 15 cm","Soil temperature from TDT sensor 7 at 25 cm","Soil temperature from TDT sensor 8 at 25 cm","Volumetric water content from TDT sensor 7 at 25 cm","Volumetric water content from TDT sensor 8 at 25 cm","Soil temperature from TDT sensor 9 at 50 cm","Soil temperature from TDT sensor 10 at 50 cm","Volumetric water content from TDT sensor 9 at 50 cm","Volumetric water content from TDT sensor 10 at 50 cm","Mean soil temperature at depth 2 cm","Mean soil temperature at depth 5 cm","Mean soil temperature at depth 10 cm","Mean soil temperature at depth 20 cm","Mean soil temperature at depth 50 cm"],"licence":"Open government licence","lineage":"Hydrometeorological and soil observations are recorded at sites around the UK using an array of sensors. Every hour, the raw data collected is sent to UKCEH in Wallingford, where it is subject to quality control. Soil volumetric water content data are derived from 30-minute hydrometeorological data and data from the cosmic-ray sensing probe by Python scripts run every hour. The data are calculated using the method outlined in Evans et al. 2016. Snow water equivalents are derived by Python scripts at the end of the day from the hydrometeorological data according to Wallbank et al., 2020. Potential evapotranspiration data are derived by Python scripts at the end of the day from the hydrometeorological data according to the Penman-Monteith method, (FAO Crop evapotranspiration - Guidelines for computing crop water requirements - FAO Irrigation and drainage paper 56). All data (including raw, quality controlled and derived) is saved in an Oracle database.\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/0000-0002-6447-6740","https://orcid.org/0000-0002-8303-2969","https://orcid.org/0000-0001-6011-4075","https://orcid.org/0000-0002-0203-5958","https://orcid.org/0000-0001-7398-9268","https://orcid.org/0000-0002-1033-4712","https://orcid.org/0000-0002-6436-5266","https://orcid.org/0000-0002-7439-0393","https://orcid.org/0000-0002-1382-3407","https://orcid.org/0000-0002-7473-7916","https://orcid.org/0000-0001-5704-9006","https://orcid.org/0000-0003-4194-1416","https://orcid.org/0000-0003-1142-4039","https://orcid.org/0009-0003-9102-5413","https://orcid.org/0000-0003-4465-2169","https://orcid.org/0000-0002-9822-316X","https://orcid.org/0009-0004-4445-8272","https://orcid.org/0000-0003-2987-488X","https://orcid.org/0000-0002-1847-3127","https://orcid.org/0000-0003-1611-2042","https://orcid.org/0000-0002-7426-1153","https://orcid.org/0000-0002-5820-7093","https;//orcid.org/0000-0002-8824-8435","https://orcid.org/0000-0002-8350-4823","https://orcid.org/0000-0002-6233-8942","https://orcid.org/0000-0001-8881-185X","https://orcid.org/0000-0002-1318-5281"],"organisation":["UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/2dce161d-2fab-47bb-9fe6-38e7ed1ae18a","10.5285/2dce161d-2fab-47bb-9fe6-38e7ed1ae18a"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["UK Centre for Ecology & Hydrology"],"ror":["https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Daily and sub-daily hydrometeorological and soil moisture data (2013-2024) [COSMOS-UK]","topic":["0/Agriculture/","0/Climate and climate change/","0/Ecosystem services/","0/Environmental survey/","0/Hydrology/","0/Land use/","0/Soil/"],"version":1.0,"view":["public","katwri"],"shortenedDescription":"This dataset contains daily and sub-daily hydrometeorological and soil moisture observations from the COSMOS-UK (cosmic-ray soil moisture) monitoring network from October 2013 to the end of 2024 . These data are from 51 sites across the UK recording a range of hydrometeorological..."},{"publicationDate":"2025-01-23T00:00:00.000+00:00","authorAffiliation":["UK Centre for Ecology & Hydrology"],"authorGivenName":["H.","H.T.","M.A.","B.A.","J.B.","P.O.","M.","E.B.","G.","S.J.","S.C."],"authorFamilyName":["Feuchtmayr","Carter","Clarke","Dodd","James","Keenan","Kelsall","Mackay","McShane","Rankin","Rhodes","Thackeray","Maberly"],"authorFullName":["Feuchtmayr, H.","Carter, H.T.","Clarke, M.A.","Dodd, B.A.","James, J.B.","Keenan, P.O.","Kelsall, M.","Mackay, E.B.","McShane, G.","Rankin, G.","Rhodes, G.","Thackeray, S.J.","Maberly, S.C."],"authorOrcid":["https://orcid.org/0000-0002-2028-4843","https://orcid.org/0000-0003-3541-5903"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This is part of an ongoing long-term monitoring dataset of surface temperature, surface oxygen, water clarity, water chemistry and phytoplankton chlorophyll a from fortnightly sampling at the South Basin of Windermere in Cumbria, England that began in 1945 for some variables. The data have been collected by the UK Centre for Ecology & Hydrology (UKCEH). 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. Water samples are based on a sample integrated from 0 to 7m. All data are from January 2021 until the end of 2022.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/S011641/1","NE/Y006208/1"],"identifier":"732f6134-bb94-44af-99b1-8f2732532bf9","incomingCitationCount":0,"givenName":["H.","H.T.","M.A.","B.A.","J.B.","P.O.","M.","E.B.","G.","S.J.","S.C.","Heidrun"],"familyName":["Feuchtmayr","Carter","Clarke","Dodd","James","Keenan","Kelsall","Mackay","McShane","Rankin","Rhodes","Thackeray","Maberly"],"fullName":["Feuchtmayr, H.","Carter, H.T.","Clarke, M.A.","Dodd, B.A.","James, J.B.","Keenan, P.O.","Kelsall, M.","Mackay, E.B.","McShane, G.","Rankin, G.","Rhodes, G.","Thackeray, S.J.","Maberly, S.C."],"keyword":["Lake District","UK-SCAPE","NC-UK","Environmental survey","Lake monitoring ","lake water temperature","Lake water chemistry","secchi depth","algae","phytoplankton","dissolved oxygen"],"keywordsPlace":["Lake District"],"keywordsProject":["UK-SCAPE","NC-UK"],"keywordsTheme":["Environmental survey"],"keywordsOther":["Lake monitoring ","lake water temperature","Lake water chemistry","secchi depth","algae","phytoplankton","dissolved oxygen"],"licence":"Open government licence","lineage":"Please note that the data presented here are raw data that have not yet been quality controlled and calibrated. However, data has been double entered and checked visually. Missing data are due to weather conditions, covid-19 restrictions or staff shortages.\nMeasurements are made from a boat at a marked location (buoy) at the deepest part of the lake.\n","locations":["POLYGON((-3.005 54.264, -3.005 54.388, -2.888 54.388, -2.888 54.264, -3.005 54.264))"],"orcid":["https://orcid.org/0000-0002-2028-4843","https://orcid.org/0000-0003-3541-5903"],"organisation":["UK Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/732f6134-bb94-44af-99b1-8f2732532bf9","10.5285/732f6134-bb94-44af-99b1-8f2732532bf9"],"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 Windermere South Basin, UK, 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