{"numFound":27,"page":1,"rows":20,"url":"http://catalogue.ceh.ac.uk/eidc/documents?facet=resourceStatus%7CAvailable&facet=recordType%7CDataset&facet=rightsHolder%7CBangor+University","nextPage":"http://catalogue.ceh.ac.uk/eidc/documents?page=2&facet=resourceStatus%7CAvailable&facet=recordType%7CDataset&facet=rightsHolder%7CBangor+University","results":[{"publicationDate":"2020-02-03T00:00:00.000+00:00","authorAffiliation":["Bangor University"],"authorGivenName":["K.A.","J.A.","D.L.","D.R."],"authorFamilyName":["Marsden","Holmberg","Jones","Chadwick"],"authorFullName":["Marsden, K.A.","Holmberg, J.A.","Jones, D.L.","Chadwick, D.R."],"authorOrcid":["https://orcid.org/0000-0002-0605-3918","https://orcid.org/0000-0002-1482-4209"],"authorRor":["https://ror.org/006jb1a24"],"catalogue":"eidc","description":"The dataset contains annual soil greenhouse gas emissions following sheep urine (real and artificial) applications to a semi-improved upland grassland in North Wales, UK, across two seasons (spring and autumn) within the year 2016-2017. Soil greenhouse gas data were collected using a combination of automated chambers and manually sampled chambers, both analysed via gas chromatography. Supporting data include meteorological data, soil chemistry and above ground biomass data collected on a time-series throughout the study, following urine application. The data were used to calculate sheep urine patch nitrous oxide emission factors from an upland environment, to improve estimates of greenhouse gas emissions from extensively grazed agroecosystems.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/M015351/1"],"identifier":"0434c74c-4a8e-45b8-a187-13e422c0ed0f","incomingCitationCount":1,"givenName":["K.A.","J.A.","D.L.","D.R.","Karina"],"familyName":["Marsden","Holmberg","Jones","Chadwick"],"fullName":["Marsden, K.A.","Holmberg, J.A.","Jones, D.L.","Chadwick, D.R.","Marsden, K."],"keyword":["Soil","Climate and climate change","livestock farming","greenhouse gas","soil"],"keywordsTheme":["Soil","Climate and climate change"],"keywordsOther":["livestock farming","greenhouse gas","soil"],"licence":"Open government licence","lineage":"The data pertains to two plot-based field trials, both arranged in randomised block designs. Treatments (n = 4) were applied in the spring and autumn of 2016 and measurements were taken across a full year following application. The treatments in spring consisted of a control (no urine application), real sheep urine application (applied at an equivalent rate of 756 kg N ha-1) and artificial urine application (applied at an equivalent rate of 1066 kg N ha-1). In the autumn, the treatments consisted of a control (no urine application), real sheep urine application (applied at an equivalent rate of 1112 kg N ha-1) and artificial urine application (applied at an equivalent rate of 1004 kg N ha-1).\n\nSoil greenhouse gas (N2O, CO2 and CH4) fluxes were monitored from the experimental sheep urine patches for a full year (2016-2017). During the first nine weeks following treatment application, fluxes were monitored using a mobile automated greenhouse gas monitoring system (Queensland University of Technology, Institute for Future Environments, Brisbane, Australia) which samples from static chambers, analysing the samples for N2O and CH4 on a gas chromatograph (SRI 8610C, Torrance, USA) and CO2 fluxes on a LI-COR LI-820 (Licor, St Joseph, MI, USA). The system measures eight greenhouse gas flux measurements per chamber per day and is calibrated with certified reference gases to ensure accuracy. Subsequently, monthly manual greenhouse gas samples were taken from static chambers in the same plots to complete the year-round measurement of fluxes. Samples were analysed on a Perkin Elmer 580 gas chromatograph (Perkin Elmer Inc., Beverly, CT, USA), also calibrated with certified reference gases to ensure accuracy. The nature and units of the reported fluxes can be found in the supporting documentation associated with the fluxes. The N2O-N emission factors (% of N applied) were calculated from the N2O fluxes by calculating the cumulative emissions (area under the curve by trapezoidal integration) and expressing the proportion of applied urine-N emitted as N2O-N.\n\nIn addition to the greenhouse gas fluxes, the temporal dynamics of soil mineral N (NO3- and NH4+), total dissolved N, total dissolved organic C and gravimetric soil moisture are monitored throughout the study via soil sampling and analysis. Above ground biomass harvests were taken periodically and the foliar N content and C-to-N ratio determined. Supporting meteorological data are provided in addition to characterisation of the soil properties at each study site. Full details of methods and quality control procedures are provided in the supporting documentation associated with each deposited data file.","locations":["POLYGON((-5.473 52.499, -5.473 53.434, -2.94 53.434, -2.94 52.499, -5.473 52.499))"],"orcid":["https://orcid.org/0000-0002-0605-3918","https://orcid.org/0000-0002-1482-4209"],"organisation":["Bangor University","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/0434c74c-4a8e-45b8-a187-13e422c0ed0f","10.5285/0434c74c-4a8e-45b8-a187-13e422c0ed0f"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/006jb1a24","https://ror.org/04xw4m193"],"state":"published","title":"Sheep urine patch greenhouse gas emissions from a semi-improved upland grassland in North Wales, UK","topic":["0/Soil/","0/Climate and climate change/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"The dataset contains annual soil greenhouse gas emissions following sheep urine (real and artificial) applications to a semi-improved upland grassland in North Wales, UK, across two seasons (spring and autumn) within the year 2016-2017. Soil greenhouse gas data were..."},{"publicationDate":"2021-05-20T00:00:00.000+00:00","authorAffiliation":["Bangor University"],"authorGivenName":["L.S.","K.","J.","M.A.","J.E.","S.K.","D.L."],"authorFamilyName":["Hillary","Farkas","Thorpe","Distaso","McDonald","Malham","Jones"],"authorFullName":["Hillary, L.S.","Farkas, K.","Thorpe, J.","Distaso, M.A.","McDonald, J.E.","Malham, S.K.","Jones, D.L."],"authorOrcid":["https://orcid.org/0000-0003-0598-2413"],"catalogue":"eidc","description":"Concentrations of SARS-CoV-2 RNA and physichochemical data on wastewater samples collected from six sites across England and Wales between March and July 2020. Also included are the number of COVID-19 positive tests and COVID-19 related deaths for the same period collated from publicly available records. COVID-19 data relate to the lower tier local authority that the wastewater treatment plant was located within.","documentType":"GEMINI_DOCUMENT","identifier":"ce40e62a-21ae-45b9-ba5b-031639a504f7","incomingCitationCount":0,"givenName":["L.S.","K.","J.","M.A.","J.E.","S.K.","D.L.","Luke"],"familyName":["Hillary","Farkas","Thorpe","Distaso","McDonald","Malham","Jones"],"fullName":["Hillary, L.S.","Farkas, K.","Thorpe, J.","Distaso, M.A.","McDonald, J.E.","Malham, S.K.","Jones, D.L.","Hillary, L."],"keyword":["Wastewater based epidemiology","Sewage survelliance","qPCR","COVID-19","SARS-CoV-2","public health","waste water","epidemiology"],"keywordsOther":["Wastewater based epidemiology","Sewage survelliance","qPCR","COVID-19","SARS-CoV-2","public health","waste water","epidemiology"],"licence":"Open government licence","lineage":"Detailed descriptions of how the data were generated are available in the supporting documentation. All qPCR data are means of two PCR replicates of two extraction replicates (n=4). Positive and negative controls were run alongside each batch of qPCR assays.","locations":["POLYGON((-6.539 49.921, -6.539 55.597, 1.680 55.597, 1.680 49.921, -6.539 49.921))"],"orcid":["https://orcid.org/0000-0003-0598-2413"],"organisation":["Bangor University","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/ce40e62a-21ae-45b9-ba5b-031639a504f7","10.5285/ce40e62a-21ae-45b9-ba5b-031639a504f7"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/04xw4m193","https://ror.org/006jb1a24"],"state":"published","title":"SARS-CoV-2 qPCR and water chemistry data from wastewater at six sites in England and Wales between March and July 2020, with associated Covid-19 positive test and related-death data collated from other sources","version":1.0,"view":["public","clwe"],"shortenedDescription":"Concentrations of SARS-CoV-2 RNA and physichochemical data on wastewater samples collected from six sites across England and Wales between March and July 2020. Also included are the number of COVID-19 positive tests and COVID-19 related deaths for the same period collated..."},{"publicationDate":"2022-03-02T00:00:00.000+00:00","authorAffiliation":["Bangor University"],"authorGivenName":["L.M.","M.","S.","R.","G.B. ","P.N.","D.R.","D.L."],"authorFamilyName":["Greenfield","Graf","Rengaraj","Bargiela","Williams","Golyshin","Chadwick","Jones"],"authorFullName":["Greenfield, L.M.","Graf, M.","Rengaraj, S.","Bargiela, R.","Williams, G.B.","Golyshin, P.N.","Chadwick, D.R.","Jones, D.L."],"authorOrcid":["https://orcid.org/0000-0003-3273-2655","https://orcid.org/0000-0001-7994-0529","https://orcid.org/0000-0003-1442-3269","https://orcid.org/0000-0002-5433-0350","https://orcid.org/0000-0002-8479-8157","https://orcid.org/0000-0002-1482-4209"],"authorRor":["https://ror.org/006jb1a24"],"catalogue":"eidc","description":"This dataset contains field data on nitrous oxide (N2O) emissions, microbial community composition, crop yield and growth and soil biochemical properties. The field trial consisted of three different treatments of control, conventional microplastic addition and biodegradable microplastic addition where winter barley was grown. The data presented are from field and laboratory measurements. Data was collected by the data authors. The field trial was carried out from September 2020 to July 2021 at Henfaes Field Centre, UK.\n\nResearch was funded through NERC Grant NE/V005871/1. Do agricultural microplastics undermine food security and sustainable development in developing countries?","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/V005871/1"],"identifier":"a5410834-1c38-455b-a850-3fb3434d4bb0","incomingCitationCount":0,"givenName":["L.M.","M.","S.","R.","G.B. ","P.N.","D.R.","D.L."],"familyName":["Greenfield","Graf","Rengaraj","Bargiela","Williams","Golyshin","Chadwick","Jones"],"fullName":["Greenfield, L.M.","Graf, M.","Rengaraj, S.","Bargiela, R.","Williams, G.B.","Golyshin, P.N.","Chadwick, D.R.","Jones, D.L."],"keyword":["Bioplastic","synthetic plastic","nitrogen cycle","greenhouse gas","degradable plastic waste","plastic","yield (agricultural)","nitrogen oxides","soil"],"keywordsOther":["Bioplastic","synthetic plastic","nitrogen cycle","greenhouse gas","degradable plastic waste","plastic","yield (agricultural)","nitrogen oxides","soil"],"licence":"Open government licence","lineage":"Data was either measured in situ in the field (N2O flux, soil moisture, rainfall and air temperature) or samples were taken, processed, and analysed in the laboratory (soil pH, electrical conductivity (EC), ammonium, nitrate, microbial community composition and crop yield). \n\nN2O flux data was measured on a mobile gas chromatograph (GC) system and integrated to obtain peak areas on Peak490Win10Canabis programme. The times, peak areas and sample ID were then exported into a .CHR file and imported into Flux.NET.3.3 which calculated N2O flux as an output in Excel which was exported as .csv file for deposit in EIDC. N2O flux was used to calculate cumulative N2O flux using trapezoidal integration in Excel and saved in a separate .csv file for deposit in EIDC.\n\nSoil moisture was measured on Accilmas with data stored as a .csv on a DataSnap that was downloaded and sorted by treatment and saved as a .csv file.\nRainfall and air temperature were downloaded from the weather station as .csv file.\nSoil pH and EC were recorded manually into a notebook and input into an Excel spreadsheet and exported as a .csv file.\nSoil ammonium and nitrate content was measured using the microplate method using a programme called Gen5. Date was exported into an Excel spreadsheet and absorbance units used to calculate ammonium/nitrate content in milligrams per kilogram using a calibration curve from a set of standards in an Excel spreadsheet. This was exported as a .csv file.\nCrop growth data was recorded in the field in a notebook and input into an Excel spreadsheet and exported as a .csv file.\nCrop yield was recorded in a notebook and input into an Excel spreadsheet and exported as a .csv file.\nMicrobial community composition was measured using 16S gene sequencing on an Illumina MiSeq. This generated raw sequencing reads which were processed using Python and filtered using QIIME v1.3.1. creating asv.count.table.csv of counts of each Amplicon Sequence Variants (ASVs) per sample and taxa.table.csv of the taxonomic lineage for each ASVs.","locations":["POLYGON((-4.052 53.214, -4.052 53.256, -3.994 53.256, -3.994 53.214, -4.052 53.214))"],"orcid":["https://orcid.org/0000-0003-3273-2655","https://orcid.org/0000-0001-7994-0529","https://orcid.org/0000-0003-1442-3269","https://orcid.org/0000-0002-5433-0350","https://orcid.org/0000-0002-8479-8157","https://orcid.org/0000-0002-1482-4209"],"organisation":["NERC EDS Environmental Information Data Centre","Bangor University"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/a5410834-1c38-455b-a850-3fb3434d4bb0","10.5285/a5410834-1c38-455b-a850-3fb3434d4bb0"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/04xw4m193","https://ror.org/006jb1a24"],"state":"published","title":"Nitrous oxide emissions and associated microbial diversity, soil biochemical properties and crop growth and yield from a field trial of winter barley with the addition of microplastics, Abergwyngregyn, UK, 2020-2021","version":1.0,"view":["public","danor"],"shortenedDescription":"This dataset contains field data on nitrous oxide (N2O) emissions, microbial community composition, crop yield and growth and soil biochemical properties. The field trial consisted of three different treatments of control, conventional microplastic addition and biodegradable..."},{"publicationDate":"2021-04-08T00:00:00.000+00:00","authorAffiliation":["Bangor University","Swansea University","University of Leicester","Rothamsted Research"],"authorGivenName":["K.A.","L.","J.A.","I.M","M.J.","S.","A.J.","R.P.","D.L.","A.F.","L.M.","D.R."],"authorFamilyName":["Marsden","Lush","Holmberg","Harris","Whelan","Webb","King","Wilson","Jones","Charteris","Cardenas","Chadwick"],"authorFullName":["Marsden, K.A.","Lush, L.","Holmberg, J.A.","Harris, I.M.","Whelan, M.J.","Webb, S.","King, A.J.","Wilson, R.P.","Jones, D.L.","Charteris, A.F.","Cardenas, L.M.","Chadwick, D.R."],"authorOrcid":["https://orcid.org/0000-0002-0605-3918","https://orcid.org/0000-0002-1394-7741","https://orcid.org/0000-0003-0277-9559","https://orcid.org/0000-0002-6870-9767","https://orcid.org/0000-0003-3177-0177","https://orcid.org/0000-0002-1482-4209","https://orcid.org/0000-0003-2748-4677","https://orcid.org/0000-0002-4401-9163","https://orcid.org/0000-0002-8479-8157"],"authorRor":["https://ror.org/006jb1a24","https://ror.org/053fq8t95","https://ror.org/04h699437","https://ror.org/0347fy350"],"catalogue":"eidc","description":"This dataset contains urine frequency and volume data measured from tri-axial accelerometers on Welsh mountain ewes free-grazing two contrasting upland field sites (semi-improved and unimproved pasture) in North Wales, across two seasons each (spring and autumn). \n\nThe data, were collected using tri-axial accelerometers glued to the hind of Welsh Mountain ewes to study the urination behaviour of free-grazing sheep. Using a Boolean algorithm,  the characteristic squatting position that ewes exhibit upon urination was detected in the accelerometer data. Initially the performance of the accelerometers with sheep in urine collection pens was assessed. Data were collected  on the volume of each urination event and recorded the time of each observed urination event. This initial data was used to assess whether the accelerometers and Boolean algorithm were successful in identifying urination events, but also to ascertain whether the time spent in the squatting position would correlate with the volume of urine produced (thus allowing the technique to be able to estimate urine volume from squatting time only in subsequent field deployments).  Information on when, where and how often livestock urinate are key data to be able to assess the scale and nature of nitrogen pollution arising from grazed agroecosystems.  Urine patches deposited by grazing livestock are large sources of emissions of the greenhouse gas, nitrous oxide, due to high concentrations of nitrogen deposited over relatively small areas. \n\n These data were collected in the NERC funded Uplands-N2O project (grant award: NE/M015351/1).","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/M015351/1"],"identifier":"127afd24-d2cd-457f-b837-2dd5d328f101","incomingCitationCount":0,"givenName":["K.A.","L.","J.A.","I.M","M.J.","S.","A.J.","R.P.","D.L.","A.F.","L.M.","D.R."],"familyName":["Marsden","Lush","Holmberg","Harris","Whelan","Webb","King","Wilson","Jones","Charteris","Cardenas","Chadwick"],"fullName":["Marsden, K.A.","Lush, L.","Holmberg, J.A.","Harris, I.M.","Whelan, M.J.","Webb, S.","King, A.J.","Wilson, R.P.","Jones, D.L.","Charteris, A.F.","Cardenas, L.M.","Chadwick, D.R."],"keyword":["Animal behaviour","accelerometers","urination","livestock","sensor","grazing"],"keywordsTheme":["Animal behaviour"],"keywordsOther":["accelerometers","urination","livestock","sensor","grazing"],"licence":"Open government licence","lineage":"The initial study was undertaken with Welsh Mountain ewes (n=5) housed in urine collection apparatus, equipped with tri-axial accelerometers glued to their hind. The time of ewes exhibiting the urination squatting posture was recorded and the volume of each individual urine event was also recorded. The data form this trial were analysed blind with the Boolean algorithm and we recorded no records of false positive or negatives in the dataset, suggesting the technique would work well for the field deployments. We regressed the data for squat time with urine volume, and obtained a linear relationship. This linear relationship was subsequently used to estimate urine volume from squat time only in the field campaigns. \n\nFor the field campaigns Welsh Mountain ewes (n=30) were equipped with accelerometers glued to their hinds and deployed to a semi-improved upland 11.5 ha field (240-340 m asl) at the Henfaes Research Centre (53°13′N, 4°0ʹW) in spring (12th May 2016 to 16th June 2016) and autumn (28th September 2016 to 3rd November 2016). The following year a different set of sheep (n=30) from the same flock were deployed to an area of common grazing land (495 ha) on the Carneddau mountain range (322 - 943 m asl) within the Snowdonia National Park (53°22′N, 3°95′W), Wales, UK.\n\nSheep were deployed in spring (31st May 2017 to 5th July 2017) and autumn (18th September 2017 to 28th October 2017) at the second study site. This resulted in a large dataset for the time, squatting duration, frequency and estimated volume of individual sheep urine events while free-grazing. Data for rainfall and temperature across the four study periods are also provided. For specific quality control procedures and further details please read the supporting documentation associated with each deposited data file. ","locations":["POLYGON((-4.418 52.499, -4.418 53.375, -3.126 53.375, -3.126 52.499, -4.418 52.499))"],"orcid":["https://orcid.org/0000-0002-0605-3918","https://orcid.org/0000-0002-1394-7741","https://orcid.org/0000-0003-0277-9559","https://orcid.org/0000-0002-6870-9767","https://orcid.org/0000-0003-3177-0177","https://orcid.org/0000-0002-1482-4209","https://orcid.org/0000-0003-2748-4677","https://orcid.org/0000-0002-4401-9163","https://orcid.org/0000-0002-8479-8157"],"organisation":["Bangor University","Swansea University","University of Leicester","Rothamsted Research","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/127afd24-d2cd-457f-b837-2dd5d328f101","10.5285/127afd24-d2cd-457f-b837-2dd5d328f101"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/006jb1a24","https://ror.org/053fq8t95","https://ror.org/04h699437","https://ror.org/0347fy350","https://ror.org/04xw4m193"],"state":"published","title":"Welsh Mountain ewe urine frequency and volume data measured from tri-axial accelerometers on ewes grazing two upland pastures in North Wales","topic":["0/Animal behaviour/"],"version":1.0,"view":["public","rstu"],"shortenedDescription":"This dataset contains urine frequency and volume data measured from tri-axial accelerometers on Welsh mountain ewes free-grazing two contrasting upland field sites (semi-improved and unimproved pasture) in North Wales, across two seasons each (spring and autumn). \n\nThe..."},{"publicationDate":"2021-04-22T00:00:00.000+00:00","authorAffiliation":["Bangor University","Swansea University","University of Leicester","Rothamsted Research, North Wyke"],"authorGivenName":["K.A.","L.","J.A.","M.J.","A.J.","R.P.","A.F.","L.M.","D.L.","D.R."],"authorFamilyName":["Marsden","Lush","Holmberg","Whelan","King","Wilson","Charteris","Cardenas","Jones","Chadwick"],"authorFullName":["Marsden, K.A.","Lush, L.","Holmberg, J.A.","Whelan, M.J.","King, A.J.","Wilson, R.P.","Charteris, A.F.","Cardenas, L.M.","Jones, D.L.","Chadwick, D.R."],"authorOrcid":["https://orcid.org/0000-0002-0605-3918","https://orcid.org/0000-0003-0277-9559","https://orcid.org/0000-0002-6870-9767","https://orcid.org/0000-0003-3177-0177","https://orcid.org/0000-0003-2748-4677","https://orcid.org/0000-0002-4401-9163","https://orcid.org/0000-0002-1482-4209","https://orcid.org/0000-0002-8479-8157"],"authorRor":["https://ror.org/006jb1a24","https://ror.org/053fq8t95","https://ror.org/04h699437","https://ror.org/0347fy350"],"catalogue":"eidc","description":"The data contains urination metrics including frequency, volume, chemical composition, estimated urine patch N loading rates and metabolomics profile of individual urine events from sheep (Welsh Mountain ewe) grazing a semi-improved upland pasture and a lowland improved pasture located in North Wales, UK. Urine collection studies were run in the spring, summer and autumn of 2016 for the semi-improved site and in autumn of 2016 on the lowland improved pasture. Sheep were housed in urine collection pens and while in the pens, each individual urine event was collected and stored separately. \n\nThe study was conducted as a wider part of the NERC funded Uplands-N2O project (Grant No: NE/M015351/1). The frequency, volume and chemical composition of individual urine events has implications for nitrogen losses from the grazed pasture ecosystem, including emissions of the powerful greenhouse gas, nitrous oxide, and nitrate leaching.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/M015351/1"],"identifier":"385ec5ab-0c47-46fc-b5df-008ca024296f","incomingCitationCount":0,"givenName":["Karina","K.A.","L.","J.A.","M.J.","A.J.","R.P.","A.F.","L.M.","D.L.","D.R."],"familyName":["Marsden","Lush","Holmberg","Whelan","King","Wilson","Charteris","Cardenas","Jones","Chadwick"],"fullName":["Marsden, K.","Marsden, K.A.","Lush, L.","Holmberg, J.A.","Whelan, M.J.","King, A.J.","Wilson, R.P.","Charteris, A.F.","Cardenas, L.M.","Jones, D.L.","Chadwick, D.R."],"keyword":["Animal behaviour","agriculture","nitrogen","livestock farming"],"keywordsTheme":["Animal behaviour"],"keywordsOther":["agriculture","nitrogen","livestock farming"],"licence":"Open government licence","lineage":"Barren Welsh Mountain ewes (n = 6) were acclimatised on their respective pastures by allowing them to graze freely for five days prior to urine collection. Typically, between the hours of 10:00 and 16:00 the sheep were held in urine collection pens, which had slatted flooring raised above the ground and a urine collection tray located beneath. This allowed for the collection and storage of individual urine events from the individual sheep. Sheep were fed ad libitum while in the pens with cut and carried feed from the same respective pastures. Samples of the feed were retained and sent for forage analyses by Sciantec Analytical (Cawood Scientific Ltd., North Yorkshire, UK). Measurements of sheep urine frequency and volume were recorded in the field, including time and date of each urine event. These were extrapolated to provide urine parameters including an estimate of daily frequency, daily volume and daily N excretion and N loading rates per urine patch. Upon return to the laboratory the urine samples were stored frozen before being analysed for their chemical constituents including the urine pH, EC, total organic C, total N, urea, nitrate, ammonium, amino acid, allantoin, creatinine, uric acid, hippuric acid, benzoic acid, Ca, Na and K contents.  The dataset also contains individual urine event metabolomics profile for a subsample of the urine for spring compared to summer (semi-improved site) and for the autumn semi-improved pasture compared to autumn improved pasture. The data also includes meteorological data for each study. Readers are directed to the supporting documentation for further analytical details and quality control procedures for the measurements undertaken.","locations":["POLYGON((-4.374 52.493, -4.374 53.434, -2.775 53.434, -2.775 52.493, -4.374 52.493))"],"orcid":["https://orcid.org/0000-0002-0605-3918","https://orcid.org/0000-0003-0277-9559","https://orcid.org/0000-0002-6870-9767","https://orcid.org/0000-0003-3177-0177","https://orcid.org/0000-0003-2748-4677","https://orcid.org/0000-0002-4401-9163","https://orcid.org/0000-0002-1482-4209","https://orcid.org/0000-0002-8479-8157"],"organisation":["Bangor University","Swansea University","University of Leicester","Rothamsted Research, North Wyke","NERC Environmental Information Data Centre","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/385ec5ab-0c47-46fc-b5df-008ca024296f","10.5285/385ec5ab-0c47-46fc-b5df-008ca024296f"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/006jb1a24","https://ror.org/053fq8t95","https://ror.org/04h699437","https://ror.org/0347fy350","https://ror.org/04xw4m193"],"state":"published","title":"Urination data for Welsh Mountain ewes grazing upland and lowland pastures in North Wales, 2016","topic":["0/Animal behaviour/"],"version":1.0,"view":["public","rstu"],"shortenedDescription":"The data contains urination metrics including frequency, volume, chemical composition, estimated urine patch N loading rates and metabolomics profile of individual urine events from sheep (Welsh Mountain ewe) grazing a semi-improved upland pasture and a lowland improved..."},{"publicationDate":"2016-05-03T00:00:00.000+00:00","authorAffiliation":["Bangor University","Centre for Ecology & Hydrology"],"authorGivenName":["H.","A.","M."],"authorFamilyName":["Ford","Garbutt","Skov"],"authorFullName":["Ford, H.","Garbutt, A.","Skov, M."],"authorOrcid":["https://orcid.org/0000-0002-9882-6972","https://orcid.org/0000-0002-9145-9786","https://orcid.org/0000-0002-7204-3865"],"authorRor":["https://ror.org/006jb1a24","https://ror.org/00pggkr55"],"catalogue":"eidc","description":"The dataset comprises the pH of a 10 gram soil sample from the top 5 centimetre of soil taken within each 1 metre (m) x 1m quadrat. Sampling was conducted at six salt marsh sites at four spatial scales: 1 m (the minimal sampling unit) nested within a hierarchy of increasing scales of 1-10 m, 10-100 m and 100-1000 m. Three of the sites were in Morecambe Bay, North West England and three of the sites were in Essex, South East England. The Morecambe Bay samples were taken during the winter and summer of 2013. The Essex samples were taken during the winter, early spring and summer of 2013. This data was collected as part of Coastal Biodiversity and Ecosystem Service Sustainability (CBESS): NE/J015644/1. The project was funded with support from the Biodiversity and Ecosystem Service Sustainability (BESS) programme. BESS is a six-year programme (2011-2017) funded by the UK Natural Environment Research Council (NERC) and the Biotechnology and Biological Sciences Research Council (BBSRC) as part of the UK's Living with Environmental Change (LWEC) programme.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/J015644/1"],"identifier":"c726249f-c2d8-4aeb-9af2-60a40de40be2","incomingCitationCount":0,"givenName":["Hilary","H.","A.","M."],"familyName":["Ford","Garbutt","Skov"],"fullName":["Ford, H.","Garbutt, A.","Skov, M."],"keyword":["Morecambe Bay","Essex","CBESS (Coastal Biodiversity and Ecosystem Service Sustainability)","BESS (Biodiversity and Ecosystem Service Sustainability)","pH","grassland","soil","salt marsh"],"keywordsPlace":["Morecambe Bay","Essex"],"keywordsProject":["CBESS (Coastal Biodiversity and Ecosystem Service Sustainability)","BESS (Biodiversity and Ecosystem Service Sustainability)"],"keywordsOther":["pH","grassland","soil","salt marsh"],"licence":"Open government licence","lineage":"Soil pH was measured from within each 1metre (m) x 1m quadrat using a combined pH/electrical conductivity probe. The location of the sample sites was determined by randomly allocated quadrats. Results were recorded onto field sheets. These data were transferred into an Excel file. Results were exported as comma separated value files for ingestion into the EIDC. Each site consisted of a rectangular area of saltmarsh between 400 x 500 m to 1000 x 1000 m in size, dependent upon saltmarsh length (parallel to shore) and width (perpendicular to shore), including part of the low, mid and high marsh zones. Twenty two 1 x 1 m quadrats were randomly allocated to each site rectangle using R (R Development Core Team, 2014) to specify four different spatial scales (A = 1 quadrat only, B = 3 quadrats at 1 m to 10 m apart, C = 6 quadrats at 10 m to 100 m apart, D = 12 quadrats at 100 m to 1000 m or site maximum).","locations":["POLYGON((-3 51.687, -3 54.25, 1.005 54.25, 1.005 51.687, -3 51.687))"],"orcid":["https://orcid.org/0000-0002-9882-6972","https://orcid.org/0000-0002-9145-9786","https://orcid.org/0000-0002-7204-3865"],"organisation":["Bangor University","Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/c726249f-c2d8-4aeb-9af2-60a40de40be2","10.5285/c726249f-c2d8-4aeb-9af2-60a40de40be2"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/006jb1a24","https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Coastal Biodiversity and Ecosystem Service Sustainability (CBESS) soil pH on salt marsh sites at Morecambe Bay and Essex","version":1.0,"view":["public","danor"],"shortenedDescription":"The dataset comprises the pH of a 10 gram soil sample from the top 5 centimetre of soil taken within each 1 metre (m) x 1m quadrat. Sampling was conducted at six salt marsh sites at four spatial scales: 1 m (the minimal sampling unit) nested within a hierarchy of increasing..."},{"publicationDate":"2016-05-03T00:00:00.000+00:00","authorAffiliation":["Bangor University","Centre for Ecology & Hydrology"],"authorGivenName":["H.","A.","M."],"authorFamilyName":["Ford","Garbutt","Skov"],"authorFullName":["Ford, H.","Garbutt, A.","Skov, M."],"authorOrcid":["https://orcid.org/0000-0002-9882-6972","https://orcid.org/0000-0002-9145-9786","https://orcid.org/0000-0002-7204-3865"],"authorRor":["https://ror.org/006jb1a24","https://ror.org/00pggkr55"],"catalogue":"eidc","description":"The dataset comprises of percentage plant cover by species observed by eye in a 1metre (m) x 1m quadrat.  Measurements were recorded at six salt marsh sites at four spatial scales: 1 metre (m) (the minimal sampling unit) nested within a hierarchy of increasing scales of 1-10 m, 10-100 m and 100-1000 m. Three of the sites were in Morecambe Bay, North West England and three of the sites were in Essex, South East England. Plant cover was measured during the winter and summer of 2013 for all six sites.\n\nThis data was collected as part of Coastal Biodiversity and Ecosystem Service Sustainability (CBESS): NE/J015644/1. The project was funded with support from the Biodiversity and Ecosystem Service Sustainability (BESS) programme. BESS is a six-year programme (2011-2017) funded by the UK Natural Environment Research Council (NERC) and the Biotechnology and Biological Sciences Research Council (BBSRC) as part of the UK's Living with Environmental Change (LWEC) programme.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/J015644/1"],"identifier":"90bdf4ff-03d9-4aa4-bcad-5139863ab188","incomingCitationCount":0,"givenName":["Hilary","H.","A.","M."],"familyName":["Ford","Garbutt","Skov"],"fullName":["Ford, H.","Garbutt, A.","Skov, M."],"keyword":["Morecambe Bay","Essex","CBESS (Coastal Biodiversity and Ecosystem Service Sustainability)","BESS (Biodiversity and Ecosystem Service Sustainability)","plant cover","salt marsh","plant species","grassland"],"keywordsPlace":["Morecambe Bay","Essex"],"keywordsProject":["CBESS (Coastal Biodiversity and Ecosystem Service Sustainability)","BESS (Biodiversity and Ecosystem Service Sustainability)"],"keywordsOther":["plant cover","salt marsh","plant species","grassland"],"licence":"Open government licence","lineage":"Plant species within each quadrat were identified and their percentage cover estimated. Results were recorded onto field sheets. These data were transferred into an Excel file. Results were exported as comma separated value files for ingestion into the EIDC. The location of the sample sites was determined by randomly allocated quadrats. Each site consisted of a rectangular area of saltmarsh between 400 x 500 m to 1000 x 1000 m in size, dependent upon saltmarsh length (parallel to shore) and width (perpendicular to shore), including part of the low, mid and high marsh zones. Twenty two 1 x 1 m quadrats were randomly allocated to each site rectangle using R (R Development Core Team, 2014) to specify four different spatial scales (A = 1 quadrat only, B = 3 quadrats at 1 m to 10 m apart, C = 6 quadrats at 10 m to 100 m apart, D = 12 quadrats at 100 m to 1000 m or site maximum). ","locations":["POLYGON((-3 51.687, -3 54.25, 1.005 54.25, 1.005 51.687, -3 51.687))"],"orcid":["https://orcid.org/0000-0002-9882-6972","https://orcid.org/0000-0002-9145-9786","https://orcid.org/0000-0002-7204-3865"],"organisation":["Bangor University","Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/90bdf4ff-03d9-4aa4-bcad-5139863ab188","10.5285/90bdf4ff-03d9-4aa4-bcad-5139863ab188"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/006jb1a24","https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Coastal Biodiversity and Ecosystem Service Sustainability (CBESS) percentage cover of plant species on salt marsh sites at Morecambe Bay and Essex","version":1.0,"view":["public","danor"],"shortenedDescription":"The dataset comprises of percentage plant cover by species observed by eye in a 1metre (m) x 1m quadrat.  Measurements were recorded at six salt marsh sites at four spatial scales: 1 metre (m) (the minimal sampling unit) nested within a hierarchy of increasing scales..."},{"publicationDate":"2022-02-16T00:00:00.000+00:00","authorAffiliation":["Sustainable Agriculture Sciences, Rothamsted Research","School of Natural Sciences","School of Civil, Aerospace and Mechanical Engineering","UWA School of Agriculture and Environment","School of Geography, Geology and the Environment"],"authorGivenName":["A.F.","P.","K.A.","I.M.","Z.","D.A.","H.","G.","D.L.","S.C.M.","M.J.","N.","D.R.","L.M."],"authorFamilyName":["Charteris","Harris","Marsden","Guo","Beaumont","Taylor","Sanfratello","Jones","Johnson","Whelan","Howden","Sint","Chadwick","Cárdenas"],"authorFullName":["Charteris, A.F.","Harris, P.","Marsden, K.A.","Harris, I.M.","Guo, Z.","Beaumont, D.A.","Taylor, H.","Sanfratello, G.","Jones, D.L.","Johnson, S.C.M.","Whelan, M.J.","Howden, N.","Sint, H.","Chadwick, D.R.","Cárdenas, L.M."],"authorOrcid":["https://orcid.org/0000-0003-2748-4677","https://orcid.org/0000-0003-0259-4079","https://orcid.org/0000-0002-0605-3918","https://orcid.org/0000-0002-1482-4209","https://orcid.org/0000-0002-1889-954X","https://orcid.org/0000-0002-8479-8157","https://orcid.org/0000-0002-4401-9163"],"authorRor":["https://ror.org/0347fy350","https://ror.org/006jb1a24","https://ror.org/0524sp257","https://ror.org/047272k79","https://ror.org/04h699437"],"catalogue":"eidc","description":"The data pertains to a single time point 'snapshot' spatial sampling of site characteristics, soil parameters and soil greenhouse gas emissions for two sites (Extensive and Intensive). The extensively managed site ('Extensive'; 240-340 m above sea level; a.s.l.) consisted of an 11.5 ha semi-improved, sheep-grazed pasture at Bangor University's Henfaes Research Station, Abergwyngregyn, North Wales (53°13'13''N, 4°0'34''W). The intensively managed site ('Intensive'; on average 160 m a.s.l.) was a 1.78 ha sheep-grazed pasture located in south-west England, at the North Wyke Farm Platform (NWFP), Rothamsted Research, Okehampton, Devon (50°46'10''N, 30°54'05''W). At the Extensive site soil and gas sampling was conducted on 30th November 2016. At the Intensive site soil and gas sampling was conducted on 1st August 2016. The data contains: site characteristics including elevation, slope, compound topographic index, vegetation type or manure application, and sample point grid references; soil parameters including soil bulk density, soil percentage water-filled pore space, soil moisture,  soil organic matter contents, soil pH, soil nitrate nitrogen concentration, soil ammonium nitrogen concentration, soil percentage total carbon contents, soil percentage total nitrogen contents, and carbon to nitrogen content ratio; and soil greenhouse gas flux data for nitrous oxide, carbon dioxide and methane. The study was conducted as a wider part of the NERC funded Uplands-N2O project and BBSRC-supported Rothamsted Research, North Wyke Farm Platform (Grant Nos: NE/M015351/1, NE/M013847/1, NE/M013154/1, BBS/E/C/000J0100, BBS/E/C/000I0320, BBS/E/C/000I0330). Quantifying the spatial and variability of the drivers of greenhouse gas emissions and their interactions in grazing systems is critical to improve our understanding of nitrous oxide, carbon dioxide and methane fluxes, enabling better estimates of aggregated greenhouse gas emissions and associated uncertainties at the landscape scale.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council","Biotechnology and Biological Sciences Research Council"],"grant":["NE/M013154/1","NE/M013847/1","NE/M015351/1","BBS/E/C/000I0320","BBS/E/C/000I0330","BBS/E/C/000J0100"],"identifier":"f3118fa8-6bec-488b-9713-2415912b8b9e","incomingCitationCount":0,"givenName":["A.F.","P.","K.A.","I.M.","Z.","D.A.","H.","G.","D.L.","S.C.M.","M.J.","N.","D.R.","L.M."],"familyName":["Charteris","Harris","Marsden","Guo","Beaumont","Taylor","Sanfratello","Jones","Johnson","Whelan","Howden","Sint","Chadwick","Cárdenas"],"fullName":["Charteris, A.F.","Harris, P.","Marsden, K.A.","Harris, I.M.","Guo, Z.","Beaumont, D.A.","Taylor, H.","Sanfratello, G.","Jones, D.L.","Johnson, S.C.M.","Whelan, M.J.","Howden, N.","Sint, H.","Chadwick, D.R.","Cárdenas, L.M."],"keyword":["Upland","Lowland","Nitrous oxide","grassland","methane","carbon dioxide","nitrogen oxides"],"keywordsOther":["Upland","Lowland","Nitrous oxide","grassland","methane","carbon dioxide","nitrogen oxides"],"licence":"Open government licence","lineage":"Intensive site. In order to sample the fields rapidly, minimising time differences between sampling points, sampling was conducted by teams of trained researchers (Extensive site, a team of five, sampling 22-24 points each; Intensive site, a team of four, sampling 24-25 points each) following pre-planned sampling routes and standardised sampling protocols. At the Extensive site, the team started by walking their individual assigned routes and placing chamber lids and gas sample vials next to each chamber. Upon all returning to their starting sample points, greenhouse gas sampling commenced (taking place between the hours of 10:40 am and 12:40 pm). Chamber headspaces were mixed by three syringe pumps prior to withdrawing a sample (25 ml) at 0 min and 60 min after chamber lid closure. Samples were injected into pre-evacuated 20 ml glass vials. Vials were over-pressurised as a quality control measure, to ensure sample vials had held their seal, (i.e. vials were returned to atmospheric pressure prior to analysis by inserting a syringe and needle, if the syringe plunger pushed back 5 ml it indicated that the vial had held its seal). At the Intensive site, samples (20 – 22 ml) were withdrawn from the chambers 40 min after lid closure and injected into pre-evacuated 20 ml glass vials. Chamber baseline (0 min) concentrations were approximated by background measurements (n=10, five before chamber sampling and five after) taken by manually sampling the atmosphere 1 m above the ground around the field. Bulk density cores (100 cm3, 0-5 cm at the Extensive site; 0-10 cm at the Intensive site) and soil samples (four 0-5 cm cores (bulked) at the Extensive site; six 2.5 cm-diameter, 0-10 cm cores (bulked) at the Intensive site) were taken from within the chamber areas. Bulk density cores and soil samples were stored in polythene bags in refrigerators (at 4 deg C) prior to analysis. Extensive site soil extractions and pH measurements were conducted within 24 h of sample collection, while analyses for Intensive site samples were completed within five days. \n\nThe Extensive site was not flown as part of the project as 1m LIDAR data were created by the Environment Agency Geomatics group and available under the Open Government Licence from Natural Resources Wales (https://datamap.gov.wales/) . The data therefore contains Natural Resources Wales information, © Natural Resources Wales and database right, all rights reserved (Licence: http://nationalarchives.gov.uk/doc/open-government-licence/version/2/). At the Intensive site, the 1 m LiDAR grid was created by the Tellus South West project (https://catalogue.ceh.ac.uk/documents/b81071f2-85b3-4e31-8506-cabe899f989a). Readers are directed to the supporting documentation for further analytical details and quality control procedures for the measurements undertaken. ","locations":["POLYGON((-4.034 50.768, -4.034 53.243, -3.9 53.243, -3.9 50.768, -4.034 50.768))"],"orcid":["https://orcid.org/0000-0003-2748-4677","https://orcid.org/0000-0003-0259-4079","https://orcid.org/0000-0002-0605-3918","https://orcid.org/0000-0002-1482-4209","https://orcid.org/0000-0002-1889-954X","https://orcid.org/0000-0002-8479-8157","https://orcid.org/0000-0002-4401-9163"],"organisation":["Sustainable Agriculture Sciences, Rothamsted Research","School of Natural Sciences","School of Civil, Aerospace and Mechanical Engineering","UWA School of Agriculture and Environment","School of Geography, Geology and the Environment","NERC EDS Environmental Information Data Centre","Bangor University","Rothamsted Research"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/f3118fa8-6bec-488b-9713-2415912b8b9e","10.5285/f3118fa8-6bec-488b-9713-2415912b8b9e"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University","Rothamsted Research"],"ror":["https://ror.org/0347fy350","https://ror.org/006jb1a24","https://ror.org/0524sp257","https://ror.org/047272k79","https://ror.org/04h699437","https://ror.org/04xw4m193"],"state":"published","title":"Single time point sampling of site characteristics, soil parameters and soil greenhouse gas emissions for extensive and intensive sheep-farming sites in North Wales and Devon, 2016","version":1.0,"view":["public","margla"],"shortenedDescription":"The data pertains to a single time point 'snapshot' spatial sampling of site characteristics, soil parameters and soil greenhouse gas emissions for two sites (Extensive and Intensive). The extensively managed site ('Extensive'; 240-340 m above sea level; a.s.l.) consisted..."},{"publicationDate":"2022-09-06T00:00:00.000+00:00","authorAffiliation":["Bangor University"],"authorGivenName":["A.","D.","L."],"authorFamilyName":["Papadopulos","Wood","Giles"],"authorFullName":["Papadopulos, A.","Wood, D.","Giles, L."],"authorRor":["https://ror.org/006jb1a24"],"catalogue":"eidc","description":"The dataset contains: \n(i) estimates of zinc tolerance for 50 populations of Silene uniflora in the UK and Ireland generated between 03/2021 and 09/2021. The data were collected using cuttings from wild collected specimens. Root growth of cuttings in zinc rich media was assessed using deep water culture experiments. The data set contains the zinc tolerance (mean and standard deviations of root growth scores) and the number of cuttings assessed for each population;\n(ii) GPS positions describing the locations of 56 populations of Silene uniflora in the UK and Ireland which were observed between 2018 and 2021. Basic habitat type (montane, serpentine, mine, coastal) information is also included.\n\nThe work was supported by the Natural Environment Research Council NE/R001081/1.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/R001081/1"],"identifier":"af4735e3-b5ba-4e0b-8a41-503eeff89a82","incomingCitationCount":0,"givenName":["A.","D.","L."],"familyName":["Papadopulos","Wood","Giles"],"fullName":["Papadopulos, A.","Wood, D.","Giles, L."],"keyword":["Zinc tolerance","Wales","England ","Ireland","Scotland ","zinc","ecophysiology","Silene uniflora","Sea campion"],"keywordsOther":["Zinc tolerance","Wales","England ","Ireland","Scotland ","zinc","ecophysiology","Silene uniflora","Sea campion"],"licence":"Open government licence","lineage":"The data were collected using cuttings from wild collected specimens which had been acclimatised in common conditions. Cuttings were propagated and acclimatised to standard deep water culture conditions before root staining and transfer to high zinc media. Root growth for each cutting was scored after 48 hours in zinc rich media. For each population, the zinc tolerance was estimated as the mean root growth score. Location observations were generated during field work between 02/2018 and 09/2021. Sites which potentially had been colonised by Silene uniflora were identified from Botanical Society of the British Isles records, existing literature and communication with county recorders. Sites were visited and the approximate geographic extent of the populations was recorded by GPS based on the location of observed specimens.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"organisation":["Bangor University","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/af4735e3-b5ba-4e0b-8a41-503eeff89a82","10.5285/af4735e3-b5ba-4e0b-8a41-503eeff89a82"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/006jb1a24","https://ror.org/04xw4m193"],"state":"published","title":"Zinc tolerance measurements for Silene uniflora populations in the UK and Ireland, 2021","version":1.0,"view":["public","margla"],"shortenedDescription":"The dataset contains: \n(i) estimates of zinc tolerance for 50 populations of Silene uniflora in the UK and Ireland generated between 03/2021 and 09/2021. The data were collected using cuttings from wild collected specimens. Root growth of cuttings in zinc rich media..."},{"publicationDate":"2020-12-15T00:00:00.000+00:00","authorAffiliation":["Bangor University","Aberystwyth University"],"authorGivenName":["G.","S."],"authorFamilyName":["Brennan","Creer","Griffith"],"authorFullName":["Brennan, G.","Creer, S.","Griffith, G."],"authorOrcid":["https://orcid.org/0000-0003-2045-757X","https://orcid.org/0000-0003-3124-3550","https://orcid.org/0000-0001-6914-3745"],"catalogue":"eidc","description":"The dataset contains abundance data of airborne pollen (including Anthoxanthum odoratum (sweet vernal-grass), Arrhenatherum elatius (false oat-grass), Cynosurus cristatus (crested dog's-tail), Dactylis glomerata (cock's-foot), Lolium perenne (perennial ryegrass), Phleum pratense (Timothy), Poa pratensis (smooth meadow-grass), grass species within the genera Alopecurus/Agrostis, and one probe that was found to be degenerate and unable to discriminate grass species. Here we used qPCR to track the seasonal progression of airborne grass pollen, in time and space. To do this we collected aerial samples from thirteen sites across the UK during the pollen seasons (May to September) of 2016 and 2017.","documentType":"GEMINI_DOCUMENT","identifier":"28208be4-0163-45e6-912c-2db205126925","incomingCitationCount":0,"givenName":["G.","S.","Georgina"],"familyName":["Brennan","Creer","Griffith"],"fullName":["Brennan, G.","Creer, S.","Griffith, G."],"keyword":["Biodiversity","Airborne pollen","environmental DNA","quantitative PCR (qPCR)","grass pollen season","pollen","DNA","Anthoxanthum odoratum","sweet vernal-grass","Arrhenatherum elatius","false oat-grass","Cynosurus cristatus","crested dog's-tail","Dactylis glomerata","cock's-foot","Lolium perenne","perennial ryegrass)","Phleum pratense","Timothy","Poa pratensis","smooth meadow-grass"],"keywordsTheme":["Biodiversity"],"keywordsOther":["Airborne pollen","environmental DNA","quantitative PCR (qPCR)","grass pollen season","pollen","DNA","Anthoxanthum odoratum","sweet vernal-grass","Arrhenatherum elatius","false oat-grass","Cynosurus cristatus","crested dog's-tail","Dactylis glomerata","cock's-foot","Lolium perenne","perennial ryegrass)","Phleum pratense","Timothy","Poa pratensis","smooth meadow-grass"],"licence":"Open government licence","lineage":"The qPCR data was collected using a QuantStudio 6 Flex Real-Time qPCR machine (ThermoFisher Scientific). Species-specific primers were designed to target the ITS2 region of abundant grass species in the UK including Anthoxanthum odoratum (sweet vernal-grass), Arrhenatherum elatius (false oat-grass), Cynosurus cristatus (crested dog's-tail), Dactylis glomerata (cock's-foot), Lolium perenne (perennial ryegrass), Phleum pratense (Timothy), Poa pratensis (smooth meadow-grass), grass species within the genera Alopecurus/Agrostis, and one probe that was found to be degenerate and unable to discriminate grass species.\n\nOf 1,400 daily aerial samples, 1,210 were selected for downstream molecular analysis. Samples were excluded if pollen could not be reliably extracted due to large volumes of rainwater in collection tubes.\n\nQuantitative PCR runs with PCR efficiencies less than 85% and greater than 115% were not used for further analysis (efficiency of qPCR data used in downstream analysis ranged between 88.5% and 106%). Data points with a large standard deviation between three technical replicates (>6.95, based on the upper quartile range of the data) were removed. In addition, samples which amplified before 10 cycles and after 38 cycles were removed to reduce the chance of detecting false positive or false negative amplification respectively. The reliability of the data was evaluated based on the positive and negative controls.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"orcid":["https://orcid.org/0000-0003-2045-757X","https://orcid.org/0000-0003-3124-3550","https://orcid.org/0000-0001-6914-3745"],"organisation":["Bangor University","Aberystwyth University","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/28208be4-0163-45e6-912c-2db205126925","10.5285/28208be4-0163-45e6-912c-2db205126925"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/04xw4m193","https://ror.org/006jb1a24"],"state":"published","title":"Abundance of airborne pollen for nine grass species, measured by qPCR, UK, 2016-2017","topic":["0/Biodiversity/"],"version":1.0,"view":["public","clwe"],"shortenedDescription":"The dataset contains abundance data of airborne pollen (including Anthoxanthum odoratum (sweet vernal-grass), Arrhenatherum elatius (false oat-grass), Cynosurus cristatus (crested dog's-tail), Dactylis glomerata (cock's-foot), Lolium perenne (perennial ryegrass), Phleum..."},{"publicationDate":"2016-04-29T00:00:00.000+00:00","authorAffiliation":["Bangor University","Centre for Ecology & Hydrology"],"authorGivenName":["H.","A.","M."],"authorFamilyName":["Ford","Garbutt","Skov"],"authorFullName":["Ford, H.","Garbutt, A.","Skov, M."],"authorOrcid":["https://orcid.org/0000-0002-9882-6972","https://orcid.org/0000-0002-9145-9786","https://orcid.org/0000-0002-7204-3865"],"authorRor":["https://ror.org/006jb1a24","https://ror.org/00pggkr55"],"catalogue":"eidc","description":"The dataset comprises the field soil organic matter content as a percentage at three depth zones (roughly 0-10 cm, 10-20 cm and 20-30 cm), measured from bulk density soil samples taken within each 1metre x 1metre quadrat. Prior to measurement of bulk density all soil samples were dried at 105°C for 72 hours. A sub-sample was then taken and dried at 375°C for 16 hours to determine the percentage organic matter of dry soil. Sampling was conducted at six salt marsh sites at four spatial scales: 1 metre (the minimal sampling unit) nested within a hierarchy of increasing scales of 1-10 metres, 10-100 metres and 100-1000 metres. Three of the sites were in Morecambe Bay, North West England and three of the sites were in Essex, South East England. The Morecambe Bay samples were taken during the winter and summer of 2013. The Essex samples were taken during the winter, early spring and summer of 2013. \n\nThis data was collected as part of Coastal Biodiversity and Ecosystem Service Sustainability (CBESS): NE/J015644/1. The project was funded with support from the Biodiversity and Ecosystem Service Sustainability (BESS) programme. BESS is a six-year programme (2011-2017) funded by the UK Natural Environment Research Council (NERC) and the Biotechnology and Biological Sciences Research Council (BBSRC) as part of the UK's living with Environmental Change (LWEC) programme.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/J015644/1"],"identifier":"90457ba1-f291-4158-82dc-425d7cbb1ac5","incomingCitationCount":1,"givenName":["Hilary","H.","A.","M."],"familyName":["Ford","Garbutt","Skov"],"fullName":["Ford, H.","Garbutt, A.","Skov, M."],"keyword":["Essex","Morecambe Bay","CBESS (Coastal Biodiversity and Ecosystem Service Sustainability)","BESS (Biodiversity and Ecosystem Service Sustainability)","Salt marsh","Soil Organic Matter","SOM"],"keywordsPlace":["Essex","Morecambe Bay"],"keywordsProject":["CBESS (Coastal Biodiversity and Ecosystem Service Sustainability)","BESS (Biodiversity and Ecosystem Service Sustainability)"],"keywordsOther":["Salt marsh","Soil Organic Matter","SOM"],"licence":"Open government licence","lineage":"Field soil organic matter was measured from bulk density samples taken at roughly 0-10cm, 10-20 cm and 20-30 cm depth zones with a 3.1 cm height, and 7.5 cm diameter bulk density ring for each quadrat. Prior to measurement of bulk density all soil samples were dried at 105°C for 72 hours. A sub-sample was then taken and dried at 375°C for 16 hours to determine the percentage organic matter of dry soil. Results were recorded onto field sheets. These data were transferred into an Excel file and calculations carried out. Results were exported as comma separated value files for ingestion into the EIDC. The location of the sample sites was determined by randomly allocated quadrats. Each site consisted of a rectangular area of saltmarsh between 400 x 500 metres (m) to 1000 x 1000 m in size, dependent upon saltmarsh length (parallel to shore) and width (perpendicular to shore), including part of the low, mid and high marsh zones. Twenty two 1 x 1 m quadrats were randomly allocated to each site rectangle using R (R Development Core Team, 2014) to specify four different spatial scales (A = 1 quadrat only, B = 3 quadrats at 1 m to 10 m apart, C = 6 quadrats at 10 m to 100 m apart, D = 12 quadrats at 100 m to 1000 m or site maximum). ","locations":["POLYGON((-3 51.687, -3 54.25, 1.005 54.25, 1.005 51.687, -3 51.687))"],"orcid":["https://orcid.org/0000-0002-9882-6972","https://orcid.org/0000-0002-9145-9786","https://orcid.org/0000-0002-7204-3865"],"organisation":["Bangor University","Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/90457ba1-f291-4158-82dc-425d7cbb1ac5","10.5285/90457ba1-f291-4158-82dc-425d7cbb1ac5"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/006jb1a24","https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Coastal Biodiversity and Ecosystem Service Sustainability (CBESS) soil organic matter content from three soil depths on saltmarsh sites at Morecambe Bay and Essex","version":1.0,"view":["public","danor"],"shortenedDescription":"The dataset comprises the field soil organic matter content as a percentage at three depth zones (roughly 0-10 cm, 10-20 cm and 20-30 cm), measured from bulk density soil samples taken within each 1metre x 1metre quadrat. Prior to measurement of bulk density all soil..."},{"publicationDate":"2018-05-08T00:00:00.000+00:00","authorAffiliation":["Bangor University","Centre for Ecology & Hydrology"],"authorGivenName":["K.","D.M.","J.E.","S.K.","D.L."],"authorFamilyName":["Farkas","Cooper","McDonald","Malham","Jones"],"authorFullName":["Farkas, K.","Cooper, D.M.","McDonald, J.E.","Malham, S.K.","Jones, D.L."],"authorOrcid":["https://orcid.org/0000-0002-7068-3228","https://orcid.org/0000-0001-7578-7918"],"authorRor":["https://ror.org/006jb1a24","https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This dataset contains pH, turbidity, conductivity and viral concentration information in river and estuarine water, wastewater, sediment and mussel samples collected in the Conwy River and estuary. The aim of data collection was to monitor wastewater contamination in the freshwater-marine continuum. Samples were collected by trained members of staff from Bangor University at four weekly between March 2016 and August 2017. Treated and untreated wastewater samples were collected at four wastewater treatment plants along the Conwy River. Surface water samples were collected at four sites, sediments at three sites and mussels at two sites. The VIRAQUA project was funded by the Natural Environment Research Council (NERC) under the Environmental Microbiology and Human Health (EMHH) Programme (NE/M010996/1)","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/M010996/1"],"identifier":"5d19f6e2-1383-41ed-92d2-138d95bf4c72","incomingCitationCount":1,"givenName":["K.","D.M.","J.E.","S.K.","D.L."],"familyName":["Farkas","Cooper","McDonald","Malham","Jones"],"fullName":["Farkas, K.","Cooper, D.M.","McDonald, J.E.","Malham, S.K.","Jones, D.L."],"keyword":["Conwy River","VIRAQUA","Environmental Microbiology and Human Health (EMHH)","Enteric virus monitoring","water quality","waste water","contamination"],"keywordsPlace":["Conwy River"],"keywordsProject":["VIRAQUA","Environmental Microbiology and Human Health (EMHH)"],"keywordsOther":["Enteric virus monitoring","water quality","waste water","contamination"],"licence":"Open government licence","lineage":"The pH, turbidity and conductivity of the water samples was measured directly, whereas viral nucleic acid concentrations of norovirus GI and GII, hepatitis A and E viruses, sapovirus GI, adenovirus and polyomaviruses were determined in concentrated samples using quantitative polymerase chain reaction (qPCR) and reverse transcription PCR (qRT-PCR). As these quantification methods only measure nucleic acid content and give no indication on viral particle integrity and infectivity, a capsid integrity assay for noroviruses was also used. Viral concentrations are expressed in genome copies (gc) in one litre water or one gram sediment/mussel, where one gc refers to the genome of one virus particle. Data were collated into an Excel spreadsheet and exported into a .csv file for ingestion into the EIDC.","locations":["POLYGON((-3.859 53.08, -3.859 53.301, -3.768 53.301, -3.768 53.08, -3.859 53.08))"],"orcid":["https://orcid.org/0000-0002-7068-3228","https://orcid.org/0000-0001-7578-7918"],"organisation":["NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre","Bangor University","Centre for Ecology & Hydrology"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/5d19f6e2-1383-41ed-92d2-138d95bf4c72","10.5285/5d19f6e2-1383-41ed-92d2-138d95bf4c72"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/04xw4m193","https://ror.org/006jb1a24","https://ror.org/00pggkr55"],"state":"published","supplementalDescription":["VIRAQUA website","Farkas K, Peters DE, McDonald JE, De Rougemont A, Malham SK, Jones DL. (2017b) Evaluation of two triplex one-step qRT-PCR assays for the quantification of human enteric viruses in environmental samples. Food and Environmental Virology. 9:342-349.","Farkas K, Hassard F, McDonald JE, Malham SK, Jones DL. (2017a) Evaluation of molecular methods for the detection and quantification of pathogen-derived nucleic acids in sediment. Frontiers in Microbiology 8:53."],"supplementalName":["Project website","Link for reference describing method details:","Links for references describing method details"],"title":"Enteric virus concentrations and chemical properties of wastewater, water, sediment and shellfish samples collected along the Conwy River and estuary, North Wales (2016-2017)","version":1.0,"view":["public","danor"],"shortenedDescription":"This dataset contains pH, turbidity, conductivity and viral concentration information in river and estuarine water, wastewater, sediment and mussel samples collected in the Conwy River and estuary. The aim of data collection was to monitor wastewater contamination in..."},{"publicationDate":"2016-05-03T00:00:00.000+00:00","authorAffiliation":["Bangor University","Centre for Ecology & Hydrology"],"authorGivenName":["H.","A.","M."],"authorFamilyName":["Ford","Garbutt","Skov"],"authorFullName":["Ford, H.","Garbutt, A.","Skov, M."],"authorOrcid":["https://orcid.org/0000-0002-9882-6972","https://orcid.org/0000-0002-9145-9786","https://orcid.org/0000-0002-7204-3865"],"authorRor":["https://ror.org/006jb1a24","https://ror.org/00pggkr55"],"catalogue":"eidc","description":"The dataset comprises the field soil moisture content expressed as a percentage at three depth zones, (0 - 10 centimetre (cm), 10 - 20 cm and 20 - 30 cm), measured from bulk density soil samples taken within each 1 metre x 1 metre quadrat. Sampling was conducted at six salt marsh sites at four spatial scales: 1 metre (m) (the minimal sampling unit) nested within a hierarchy of increasing scales of 1-10 m, 10-100 m and 100-1000 m. Three of the sites were in Morecambe Bay, North West England and three of the sites were in Essex, South East England. The Morecambe Bay samples were taken during the winter and summer of 2013. The Essex samples were taken during the winter, early spring and summer of 2013. Samples were taken using a bulk density ring. Soil moisture content was determined by weighing the samples as fresh field mass and then again after being dried out at 105 degrees Celsius for 72 hours. \n\nThis data was collected as part of Coastal Biodiversity and Ecosystem Service Sustainability (CBESS): NE/J015644/1. The project was funded with support from the Biodiversity and Ecosystem Service Sustainability (BESS) programme. BESS is a six-year programme (2011-2017) funded by the UK Natural Environment Research Council (NERC) and the Biotechnology and Biological Sciences Research Council (BBSRC) as part of the UK's Living with Environmental Change (LWEC) programme. \n","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/J015644/1"],"identifier":"125a899b-8f10-4803-a6cf-a2fb1739746f","incomingCitationCount":0,"givenName":["Hilary","H.","A.","M."],"familyName":["Ford","Garbutt","Skov"],"fullName":["Ford, H.","Garbutt, A.","Skov, M."],"keyword":["Morecambe Bay","Essex","CBESS (Coastal Biodiversity and Ecosystem Service Sustainability)","BESS (Biodiversity and Ecosystem Service Sustainability)","Salt marsh","soil moisture content","soil"],"keywordsPlace":["Morecambe Bay","Essex"],"keywordsProject":["CBESS (Coastal Biodiversity and Ecosystem Service Sustainability)","BESS (Biodiversity and Ecosystem Service Sustainability)"],"keywordsOther":["Salt marsh","soil moisture content","soil"],"licence":"Open government licence","lineage":"Field soil moisture was measured from bulk density samples taken at roughly 0-10 centimetre (cm), 10-20 cm and 20-30 cm depth zones with a 3.1 cm height, 7 cm diameter bulk density ring for each quadrat. Samples were weighed (in grams to two decimal places) at fresh field mass then again after 72 hours at 105 degrees Celsius to determine water content. Data were recorded onto field sheets. These data were transferred into an Excel spreadsheet and calculations carried out. Results were exported as comma separated value files for ingestion into the EIDC. The location of the sample sites was determined by randomly allocated quadrats. Each site consisted of a rectangular area of saltmarsh between 400 x 500 metre (m) to 1000 x 1000 m in size, dependent upon saltmarsh length (parallel to shore) and width (perpendicular to shore), including part of the low, mid and high marsh zones. Twenty two 1 x 1 m quadrats were randomly allocated to each site rectangle using R (R Development Core Team, 2014) to specify four different spatial scales (A = 1 quadrat only, B = 3 quadrats at 1 m to 10 m apart, C = 6 quadrats at 10 m to 100 m apart, D = 12 quadrats at 100 m to 1000 m or site maximum). ","locations":["POLYGON((-3 51.687, -3 54.25, 1.005 54.25, 1.005 51.687, -3 51.687))"],"orcid":["https://orcid.org/0000-0002-9882-6972","https://orcid.org/0000-0002-9145-9786","https://orcid.org/0000-0002-7204-3865"],"organisation":["Bangor University","Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/125a899b-8f10-4803-a6cf-a2fb1739746f","10.5285/125a899b-8f10-4803-a6cf-a2fb1739746f"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/006jb1a24","https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Coastal Biodiversity and Ecosystem Service Sustainability (CBESS) soil moisture content from three soil depths on salt marsh sites at Morecambe Bay and Essex","version":1.0,"view":["public","danor"],"shortenedDescription":"The dataset comprises the field soil moisture content expressed as a percentage at three depth zones, (0 - 10 centimetre (cm), 10 - 20 cm and 20 - 30 cm), measured from bulk density soil samples taken within each 1 metre x 1 metre quadrat. Sampling was conducted at..."},{"publicationDate":"2016-05-03T00:00:00.000+00:00","authorAffiliation":["Bangor University","Centre for Ecology & Hydrology"],"authorGivenName":["H.","A.","M."],"authorFamilyName":["Ford","Garbutt","Skov"],"authorFullName":["Ford, H.","Garbutt, A.","Skov, M."],"authorOrcid":["https://orcid.org/0000-0002-9882-6972","https://orcid.org/0000-0002-9145-9786","https://orcid.org/0000-0002-7204-3865"],"authorRor":["https://ror.org/006jb1a24","https://ror.org/00pggkr55"],"catalogue":"eidc","description":"The dataset comprises net primary productivity (NPP) measured as kilogrammes of dry above-ground vegetation per square metre per year. Sampling was conducted at six salt marsh sites at four spatial scales: 1 metre (m) (the minimal sampling unit) nested within a hierarchy of increasing scales of 1-10 m, 10-100 m and 100-1000 m. Three of the sites were in Morecambe Bay, North West England and three of the sites were in Essex, South East England. NPP measurements were based on vegetation re-growth after cutting in winter 2013 and harvesting in summer 2013.\n\nThis data was collected as part of Coastal Biodiversity and Ecosystem Service Sustainability (CBESS). The project was funded with support from the Biodiversity and Ecosystem Service Sustainability (BESS) programme. BESS is a six-year programme (2011-2017) funded by the UK Natural Environment Research Council (NERC) and the Biotechnology and Biological Sciences Research Council (BBSRC) as part of the UK's Living with Environmental Change (LWEC) programme. \n","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/J015644/1"],"identifier":"2cbe3a8c-1a54-490d-a32d-078564c117b7","incomingCitationCount":0,"givenName":["Hilary","H.","A.","M."],"familyName":["Ford","Garbutt","Skov"],"fullName":["Ford, H.","Garbutt, A.","Skov, M."],"keyword":["Morecambe Bay","Essex","CBESS (Coastal Biodiversity and Ecosystem Service Sustainability)","BESS (Biodiversity and Ecosystem Service Sustainability)","Net Primary Production","NPP","salt marsh","grassland","vegetation"],"keywordsPlace":["Morecambe Bay","Essex"],"keywordsProject":["CBESS (Coastal Biodiversity and Ecosystem Service Sustainability)","BESS (Biodiversity and Ecosystem Service Sustainability)"],"keywordsOther":["Net Primary Production","NPP","salt marsh","grassland","vegetation"],"licence":"Open government licence","lineage":"Net primary productivity (NPP) was measured as an above ground vegetation sample (cut at ground level) of 50 centimetre (cm) x 25 cm inside grazer exclusion cages during the summer 2013 sampling period (after all above ground vegetation removed from 50 cm x 25 cm area in winter 2013). NPP was calculated from each quadrat by scaling up the mass of the dry vegetation to kg per square metre per year. Vegetation cut in field then dried at 60 degrees Celsius for 72 hours. Results were recorded onto field sheets. These data were transferred into an Excel file and calculations carried out. Results were exported as comma separated value files for ingestion into the EIDC. The location of the sample sites was determined by randomly allocated quadrats. Each site consisted of a rectangular area of saltmarsh between 400 x 500 metre (m) to 1000 x 1000 m in size, dependent upon saltmarsh length (parallel to shore) and width (perpendicular to shore), including part of the low, mid and high marsh zones. Twenty two 1 x 1 m quadrats were randomly allocated to each site rectangle using R (R Development Core Team, 2014) to specify four different spatial scales (A = 1 quadrat only, B = 3 quadrats at 1 m to 10 m apart, C = 6 quadrats at 10 m to 100 m apart, D = 12 quadrats at 100 m to 1000 m or site maximum). ","locations":["POLYGON((-3 51.687, -3 54.25, 1.005 54.25, 1.005 51.687, -3 51.687))"],"orcid":["https://orcid.org/0000-0002-9882-6972","https://orcid.org/0000-0002-9145-9786","https://orcid.org/0000-0002-7204-3865"],"organisation":["Bangor University","Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/2cbe3a8c-1a54-490d-a32d-078564c117b7","10.5285/2cbe3a8c-1a54-490d-a32d-078564c117b7"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/006jb1a24","https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Coastal Biodiversity and Ecosystem Service Sustainability (CBESS) net primary productivity (NPP) on salt marsh sites at Morecambe Bay and Essex","version":1.0,"view":["public","danor"],"shortenedDescription":"The dataset comprises net primary productivity (NPP) measured as kilogrammes of dry above-ground vegetation per square metre per year. Sampling was conducted at six salt marsh sites at four spatial scales: 1 metre (m) (the minimal sampling unit) nested within a hierarchy..."},{"publicationDate":"2023-01-23T00:00:00.000+00:00","authorAffiliation":["Lactuca: environmental data analyses and Modelling,","UK Centre for Ecology & Hydrology","Cornell University","Natural Capital Project","Bangor University"],"authorGivenName":["D.A.P.","J.M.","R.A. ","R.","S."],"authorFamilyName":["Hooftman","Bullock","Neugarten","Chaplin-Kramer","Willcock"],"authorFullName":["Hooftman, D.A.P.","Bullock, J.M.","Neugarten, R.A.","Chaplin-Kramer, R.","Willcock, S."],"authorOrcid":["https://orcid.org/0000-0001-9835-6897","https://orcid.org/0000-0003-0529-4020","https://orcid.org/0000-0003-0647-0516","https://orcid.org/0000-0002-1539-5231","https://orcid.org/0000-0001-6704-3548"],"authorRor":["https://ror.org/00pggkr55"],"catalogue":"eidc","description":"This data set contains Global maps of five ecosystem services using 6 different among-model ensemble approaches: the provisioning services of water supply, biomass for fuelwood and forage production, the regulating service Carbon Storage for CO2 retention and the cultural non-material service Recreation. For water, the data comes as one shapefile with polygons per watershed, each polygon containing seven ensemble estimates. The other services – recreation, carbon storage, biomass for fuelwood and forage production – come as seven tiff- maps at a 1-km2 resolution with associated world files for each tiff-map contains 43,200 x 18,600 pixels for one ensemble approach, with LZW compressed file sizes between 400MB and 950MB. For all maps, 600dpi jpg depictions are added to the supporting information with uniform colour scaling set for the median ensemble per service. \n\nEnsemble output maps were calculated with different approaches following the supporting documentation and associated publication. Uncertainty estimates for these services are included as variation among contributing model outputs and among the employed ensemble approaches.\n\nThe work was completed under the ‘EnsemblES - Using ensemble techniques to capture the accuracy and sensitivity of ecosystem service models’ project (NE/T00391X/1) funded by the UKRI Landscape Decisions programme, with additional funding from ES/R009279/1 (MobilES) & ES/T007877/1 (RUST).","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council","Economic and Social Research Council"],"grant":["NE/T00391X/1","ES/R009279/1","ES/T007877/1"],"identifier":"bd940dad-9bf4-40d9-891b-161f3dfe8e86","incomingCitationCount":0,"givenName":["D.A.P.","J.M.","R.A. ","R.","S."],"familyName":["Hooftman","Bullock","Neugarten","Chaplin-Kramer","Willcock"],"fullName":["Hooftman, D.A.P.","Bullock, J.M.","Neugarten, R.A.","Chaplin-Kramer, R.","Willcock, S."],"keyword":["Carbon stocks","Ensemble modelling","Fuelwood","Global maps","Weighted averaging","natural capital","recreation","water supply","livestock","ecosystem services","sustainable development"],"keywordsOther":["Carbon stocks","Ensemble modelling","Fuelwood","Global maps","Weighted averaging","natural capital","recreation","water supply","livestock","ecosystem services","sustainable development"],"licence":"Open government licence","lineage":"The ensembles, their approach methodology, and their validations are currently in revision after review in Science Advances as Willcock et al. (2023): Model Ensembles of Ecosystem Services Fill Global Certainty and Capacity Gaps. Relevant Matlab and Python codes can be found at https://github.com/GlobalEnsembles   \n\nGlobal among model ensembles for recreation, carbon storage, and biomass for fuelwood and forage production are provided as 1-km2 gridcells; water supply ensembles are provided per catchment polygons associated to the 15,289 worldwide HydroSHEDS catchment definitions (https://www.hydrosheds.org/). Model data included outputs from among others: InVEST, ARIES, WaterWorld, Co$ting Nature, LPJ-GUESS, TEEB, Scholes, Aqueduct, FAO livestock distributions, and a wide variety of biomass models such as from ESA CCI Biomass Climate Change Initiative, GEOCARBON global forest biomass and Global Forest Watch. These data sets are not provided here, but a full list with links to these data sets or software, where applicable, can be found in the supporting documentation. Note that license restrictions could apply. \n\nEnsembles approaches include: unweighted (mean and median) approaches and weighted averaging with weights determined following multiple methods according to Hooftman et al. (2022): the deterministic correlation coefficient among models, the first principal component among models and weights iterated as regression to the median and leave-one-out cross validation. Uncertainty is presented by the Standard Error of Mean among contributing model outputs and among ensemble approaches, calculated as the standard deviation corrected with the amount of contributing models/ensembles per cell.\n\nPrior to ensemble calculations: all individual model outputs have been normalised against the lower 2.5% and upper 97.5% percentile. Afterwards, the resulting Ensembles have been identically re-normalised to ensure a 0-1 scale. For all details about the individual model approaches, their synchronisation, ensemble algorithms and their validation we refer to the supporting documentation and associated publication.","locations":["POLYGON((-180 -90, -180 90, 180 90, 180 -90, -180 -90))"],"orcid":["https://orcid.org/0000-0001-9835-6897","https://orcid.org/0000-0003-0529-4020","https://orcid.org/0000-0003-0647-0516","https://orcid.org/0000-0002-1539-5231","https://orcid.org/0000-0001-6704-3548"],"organisation":["Lactuca: environmental data analyses and Modelling,","UK Centre for Ecology & Hydrology","Cornell University","Natural Capital Project","Bangor University","Lactuca: environmental data analyses and Modelling, The Netherlands","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/bd940dad-9bf4-40d9-891b-161f3dfe8e86","10.5285/bd940dad-9bf4-40d9-891b-161f3dfe8e86"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/00pggkr55","https://ror.org/006jb1a24","https://ror.org/04xw4m193"],"state":"published","title":"Global ensembles of Ecosystem Service map outputs modelled at 1km resolution for water supply, recreation, carbon storage, fuelwood and forage production","version":1.0,"view":["public","matnic"],"shortenedDescription":"This data set contains Global maps of five ecosystem services using 6 different among-model ensemble approaches: the provisioning services of water supply, biomass for fuelwood and forage production, the regulating service Carbon Storage for CO2 retention and the cultural..."},{"publicationDate":"2016-05-03T00:00:00.000+00:00","authorAffiliation":["Bangor University","Centre for Ecology & Hydrology"],"authorGivenName":["H.","A.","M."],"authorFamilyName":["Ford","Garbutt","Skov"],"authorFullName":["Ford, H.","Garbutt, A.","Skov, M."],"authorOrcid":["https://orcid.org/0000-0002-9882-6972","https://orcid.org/0000-0002-9145-9786","https://orcid.org/0000-0002-7204-3865"],"authorRor":["https://ror.org/006jb1a24","https://ror.org/00pggkr55"],"catalogue":"eidc","description":"The dataset comprises the spider and beetle abundance sampled by suction sampling in each 1metre (m) x 1m quadrat. Sampling was conducted at six salt marsh sites at four spatial scales: 1 m (the minimal sampling unit) nested within a hierarchy of increasing scales of 1-10 m, 10-100 m and 100-1000 m. Three of the sites were in Morecambe Bay, North West England and three of the sites were in Essex, South East England. All samples were taken during the winter and summer of 2013.\n\nThis data was collected as part of Coastal Biodiversity and Ecosystem Service Sustainability (CBESS): NE/J015644/1. The project was funded with support from the Biodiversity and Ecosystem Service Sustainability (BESS) programme. BESS is a six-year programme (2011-2017) funded by the UK Natural Environment Research Council (NERC) and the Biotechnology and Biological Sciences Research Council (BBSRC) as part of the UK's Living with Environmental Change (LWEC) programme. ","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/J015644/1"],"identifier":"aff42a31-c314-444e-bdff-2275a8ee93da","incomingCitationCount":0,"givenName":["Hilary","H.","A.","M."],"familyName":["Ford","Garbutt","Skov"],"fullName":["Ford, H.","Garbutt, A.","Skov, M."],"keyword":["Morecambe Bay","Essex","CBESS (Coastal Biodiversity and Ecosystem Service Sustainability)","BESS (Biodiversity and Ecosystem Service Sustainability)","suction sampling","Araneae","Coleoptera","beetle","spider","invertebrate","grassland","salt marsh"],"keywordsPlace":["Morecambe Bay","Essex"],"keywordsProject":["CBESS (Coastal Biodiversity and Ecosystem Service Sustainability)","BESS (Biodiversity and Ecosystem Service Sustainability)"],"keywordsOther":["suction sampling","Araneae","Coleoptera","beetle","spider","invertebrate","grassland","salt marsh"],"licence":"Open government licence","lineage":"Ground dwelling spiders and beetles within each quadrat were sampled using suction sampling, counted and identified to species level. Results were recorded onto field sheets. These data were transferred into an Excel file. Results were exported as comma separated value files for ingestion into the EIDC.\nThe location of the sample sites was determined by randomly allocated quadrats. Each site consisted of a rectangular area of saltmarsh between 400 x 500 metre (m) to 1000 x 1000 m in size, dependent upon saltmarsh length (parallel to shore) and width (perpendicular to shore), including part of the low, mid and high marsh zones. Twenty two 1 x 1 m quadrats were randomly allocated to each site rectangle using R (R Development Core Team, 2014) to specify four different spatial scales (A = 1 quadrat only, B = 3 quadrats at 1 m to 10 m apart, C = 6 quadrats at 10 m to 100 m apart, D = 12 quadrats at 100 m to 1000 m or site maximum). ","locations":["POLYGON((-3 51.687, -3 54.25, 1.005 54.25, 1.005 51.687, -3 51.687))"],"orcid":["https://orcid.org/0000-0002-9882-6972","https://orcid.org/0000-0002-9145-9786","https://orcid.org/0000-0002-7204-3865"],"organisation":["Bangor University","Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/aff42a31-c314-444e-bdff-2275a8ee93da","10.5285/aff42a31-c314-444e-bdff-2275a8ee93da"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/006jb1a24","https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Coastal Biodiversity and Ecosystem Service Sustainability (CBESS) spider and beetle abundance on salt marsh sites at Morecambe Bay and Essex","version":1.0,"view":["public","danor"],"shortenedDescription":"The dataset comprises the spider and beetle abundance sampled by suction sampling in each 1metre (m) x 1m quadrat. Sampling was conducted at six salt marsh sites at four spatial scales: 1 m (the minimal sampling unit) nested within a hierarchy of increasing scales of..."},{"publicationDate":"2023-11-07T00:00:00.000+00:00","authorAffiliation":["Bangor University","University of Liverpool"],"authorGivenName":["P.","C."],"authorFamilyName":["Robins","Lyddon"],"authorFullName":["Robins, P.","Lyddon, C."],"authorOrcid":["https://orcid.org/0000-0001-9503-9845"],"authorRor":["https://ror.org/006jb1a24","https://ror.org/04xs57h96"],"catalogue":"eidc","description":"This dataset  contains the dates and magnitudes of extreme river discharge and associated skew surge peaks for UK estuaries between 1984 and 2013. The lag time between the drivers is also provided. \n\nThirty years of river discharge and sea level data for 126 estuaries around the UK were analysed. The river discharge and tide gauge data were used at a 15-minute temporal resolution. A peaks over threshold analysis was completed to identify peaks in the river discharge record which exceeded the 95th percentile. The largest skew surge associated with each extreme discharge event was identified, and saved if this value also exceeded the 95th percentile. \n","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/V004239/1"],"identifier":"d895fadb-d762-441a-9f3f-1ebe1cbabfa7","incomingCitationCount":0,"givenName":["P.","C."],"familyName":["Robins","Lyddon"],"fullName":["Robins, P.","Lyddon, C."],"keyword":["coast","estuary","combination hazard","compound flooding","flood risk"],"keywordsOther":["coast","estuary","combination hazard","compound flooding","flood risk"],"licence":"Open government licence","lineage":"Observed total water level (TWL, mODN) data were obtained from 27 class-A tide gauges, which form part of the UK National A-Class Tide Gauge Network, from the British Oceanographic Data Centre (BODC). Skew surge (S, m) was calculated from the detrended TWL. It is the difference between the maximum observed TWL and the maximum predicted TWL based on astronomical tidal constituents for every 12.42-h tidal cycle, and the time of maximum TWL  was assigned to each S value. \n\nRiver discharge measurements were obtained from the Environmental Agency, Natural Resources Wales, and the Scottish Environment Protection Agency for 265 rivers across Britain. Discharge (Q) measurements were taken from the most downstream, non-tidal gauges on each river. River gauges were then selected based on two criteria; 1) they recorded 30 years of discharge from 01 January 1984 to 31 December 2013 (with no data gaps), and 2) they recorded a maximum discharge during this period that exceeded 50 m3 /s to identify rivers that could potentially contribute to flooding.  This set 30-year period (1984−2013) was selected to ensure consistency between gauges and to maximise the number of gauges with full data included in the analysis. These criteria isolated 126 gauges, located in 126 distinct estuaries. \n\nA peaks over threshold analysis was then carried out on these data to identify co-occurrences between extreme river discharge and skew surge peaks. The dates and magnitudes of these co-occurrences were recorded in Microsoft Excel spreadsheets (one for each catchment), and these were converted to .csv files.   ","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"orcid":["https://orcid.org/0000-0001-9503-9845"],"organisation":["Bangor University","University of Liverpool","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/d895fadb-d762-441a-9f3f-1ebe1cbabfa7","10.5285/d895fadb-d762-441a-9f3f-1ebe1cbabfa7"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/006jb1a24","https://ror.org/04xs57h96","https://ror.org/04xw4m193"],"state":"published","title":"Extreme river discharge and associated tide gauge co-occurrences from UK estuaries 1984-2013 ","version":1.0,"view":["public","jenroe"],"shortenedDescription":"This dataset  contains the dates and magnitudes of extreme river discharge and associated skew surge peaks for UK estuaries between 1984 and 2013. The lag time between the drivers is also provided. \n\nThirty years of river discharge and sea level data for 126 estuaries..."},{"publicationDate":"2016-05-03T00:00:00.000+00:00","authorAffiliation":["Bangor University","Centre for Ecology & Hydrology"],"authorGivenName":["H.","A.","M."],"authorFamilyName":["Ford","Garbutt","Skov"],"authorFullName":["Ford, H.","Garbutt, A.","Skov, M."],"authorOrcid":["https://orcid.org/0000-0002-9882-6972","https://orcid.org/0000-0002-9145-9786","https://orcid.org/0000-0002-7204-3865"],"authorRor":["https://ror.org/006jb1a24","https://ror.org/00pggkr55"],"catalogue":"eidc","description":"The dataset comprises the bulk density taken from bulk density rings (3.1 centimetre (cm) height, 7.5 cm diameter) within each 1metre (m) x 1m quadrat. Samples were taken vertically at three depths within each quadrat to roughly quantify the following zones: 0 -10 cm, 10 - 20 cm and 20 - 30 cm. Sampling was conducted at six salt marsh sites at four spatial scales: 1 m (the minimal sampling unit) nested within a hierarchy of increasing scales of 1-10 m, 10-100 m and 100-1000 m. Three of the sites were in Morecambe Bay, North West England and three of the sites were in Essex, South East England. The Morecambe Bay samples were taken during the winter and summer of 2013. The Essex samples were taken during the winter, early spring and summer of 2013. \nThis data was collected as part of Coastal Biodiversity and Ecosystem Service Sustainability (CBESS): NE/J015644/1. The project was funded with support from the Biodiversity and Ecosystem Service Sustainability (BESS) programme. BESS is a six-year programme (2011-2017) funded by the UK Natural Environment Research Council (NERC) and the Biotechnology and Biological Sciences Research Council (BBSRC) as part of the UK's Living with Environmental Change (LWEC) programme. \n","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/J015644/1"],"identifier":"814be4cf-0ff2-46dd-b296-c4d9b913b6e4","incomingCitationCount":0,"givenName":["Hilary","H.","A.","M."],"familyName":["Ford","Garbutt","Skov"],"fullName":["Ford, H.","Garbutt, A.","Skov, M."],"keyword":["Morecambe Bay","Essex","CBESS (Coastal Biodiversity and Ecosystem Service Sustainability)","BESS (Biodiversity and Ecosystem Service Sustainability)","bulk density","grassland","salt marsh"],"keywordsPlace":["Morecambe Bay","Essex"],"keywordsProject":["CBESS (Coastal Biodiversity and Ecosystem Service Sustainability)","BESS (Biodiversity and Ecosystem Service Sustainability)"],"keywordsOther":["bulk density","grassland","salt marsh"],"licence":"Open government licence","lineage":"Samples were taken from bulk density rings, vertically at 3 depths (0 -10 centimetre (cm), 10 - 20 cm and 20 - 30 cm) within each 1metre (m) x 1m quadrat. Prior to measurement of bulk density all soil samples were dried at 105 degrees Celsius for 72 hours. Results were recorded onto field sheets. These data were transferred into an Excel file and calculations carried out. Results were exported as comma separated value files for ingestion into the EIDC.\nThe location of the sample sites was determined by randomly allocated quadrats. Each site consisted of a rectangular area of saltmarsh between 400 x 500 metre (m) to 1000 x 1000 m in size, dependent upon saltmarsh length (parallel to shore) and width (perpendicular to shore), including part of the low, mid and high marsh zones. Twenty two 1 x 1 m quadrats were randomly allocated to each site rectangle using R (R Development Core Team, 2014) to specify four different spatial scales (A = 1 quadrat only, B = 3 quadrats at 1 m to 10 m apart, C = 6 quadrats at 10 m to 100 m apart, D = 12 quadrats at 100 m to 1000 m or site maximum). ","locations":["POLYGON((-3 51.687, -3 54.25, 1.005 54.25, 1.005 51.687, -3 51.687))"],"orcid":["https://orcid.org/0000-0002-9882-6972","https://orcid.org/0000-0002-9145-9786","https://orcid.org/0000-0002-7204-3865"],"organisation":["Bangor University","Centre for Ecology & Hydrology","NERC EDS Environmental Information Data Centre","NERC Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/814be4cf-0ff2-46dd-b296-c4d9b913b6e4","10.5285/814be4cf-0ff2-46dd-b296-c4d9b913b6e4"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/006jb1a24","https://ror.org/00pggkr55","https://ror.org/04xw4m193"],"state":"published","title":"Coastal Biodiversity and Ecosystem Service Sustainability (CBESS) soil bulk density from three soil depths on salt marsh sites at Morecambe Bay and Essex","version":1.0,"view":["public","danor"],"shortenedDescription":"The dataset comprises the bulk density taken from bulk density rings (3.1 centimetre (cm) height, 7.5 cm diameter) within each 1metre (m) x 1m quadrat. Samples were taken vertically at three depths within each quadrat to roughly quantify the following zones: 0 -10 cm,..."},{"publicationDate":"2024-04-15T00:00:00.000+00:00","authorAffiliation":["Bangor University"],"authorGivenName":["P.E."],"authorFamilyName":["Robins"],"authorFullName":["Robins, P.E."],"authorOrcid":["https://orcid.org/0000-0001-9503-9845"],"authorRor":["https://ror.org/006jb1a24"],"catalogue":"eidc","description":"This dataset contains a timeseries of pressure (dbar), sea pressure (dbar), and depth (m), within the inner regions of four UK estuaries: Conwy, Dyfi, Milford Haven and Kent.\n\nData was collected between 2020 and 2023. The temporal resolution is either 1s or 10 s.\n\nSpecific information on the data locations, deployment methods, units and reference levels, data structure, and quality control can be found in the accompanying supporting documentation (read_me.docx).","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/V004239/1"],"identifier":"84600f32-b4e8-4f29-851a-5ed0cd8ec9a4","incomingCitationCount":0,"givenName":["P.E."],"familyName":["Robins"],"fullName":["Robins, P.E."],"keyword":["estuary","water level"],"keywordsOther":["estuary","water level"],"licence":"Open government licence","lineage":"RBRsolo3 pressure sensors were deployed in the upper regions of the four estuaries. Data was collected between 2020 and 2023. The temporal resolution is either 1s or 10 s. \nThe data is presented in raw format and no further processing has taken place.","locations":["POLYGON((-5.262 51.645, -5.262 54.265, -2.616 54.265, -2.616 51.645, -5.262 51.645))"],"orcid":["https://orcid.org/0000-0001-9503-9845"],"organisation":["Bangor University","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/84600f32-b4e8-4f29-851a-5ed0cd8ec9a4","10.5285/84600f32-b4e8-4f29-851a-5ed0cd8ec9a4"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/006jb1a24","https://ror.org/04xw4m193"],"state":"published","title":"Water level time series for four UK estuaries: Conwy, Dyfi, Milford Haven and Kent, 2020-2023","version":1.0,"view":["public","elsdhi"],"shortenedDescription":"This dataset contains a timeseries of pressure (dbar), sea pressure (dbar), and depth (m), within the inner regions of four UK estuaries: Conwy, Dyfi, Milford Haven and Kent.\n\nData was collected between 2020 and 2023. The temporal resolution is either 1s or 10 s.\n\nSpecific..."},{"publicationDate":"2021-11-22T00:00:00.000+00:00","authorAffiliation":["Lactuca: environmental data analyses and Modelling","UK Centre for Ecology & Hydrology","Bangor University"],"authorGivenName":["D.A.P.","J.M.","L.","S."],"authorFamilyName":["Hooftman","Bullock","Jones","Willcock"],"authorFullName":["Hooftman, D.A.P.","Bullock, J.M.","Jones, L.","Willcock, S."],"authorOrcid":["https://orcid.org/0000-0001-9835-6897","https://orcid.org/0000-0003-0529-4020","https://orcid.org/0000-0002-4379-9006","https://orcid.org/0000-0001-6704-3548"],"authorRor":["https://ror.org/00pggkr55","https://ror.org/006jb1a24"],"catalogue":"eidc","description":"This data set contains UK-wide maps of ten different among-model ensemble approaches for two services: above ground Carbon stock and water supply. The data for Carbon comes as fourteen TIF maps for above ground carbon storage at a 1-km2 resolution with associated world files:  ten approaches, with a double option for two of those, together with maps of variation among models and among ensembles. For water, the data comes as one shapefile with polygons per watershed, each polygon containing these fourteen estimates. For all maps, 600dpi jpg depictions are added to the supporting information. Directory location independent layer files are included to aid scaling and providing the colour palettes.\n\nEnsemble output maps were calculated with different approaches following the supporting documentation and associated publication. Uncertainty estimates for these services are included as variation among contributing model outputs and among the employed ensemble approaches.\n\nThe work was completed under the ‘EnsemblES - Using ensemble techniques to capture the accuracy and sensitivity of ecosystem service models’ project (NE/T00391X/1) funded by the UKRI Landscape Decisions programme.","documentType":"GEMINI_DOCUMENT","funder":["Natural Environment Research Council"],"grant":["NE/T00391X/1"],"identifier":"a9ae773d-b742-4d42-ae42-2b594bae5d38","incomingCitationCount":0,"givenName":["D.A.P.","J.M.","L.","S."],"familyName":["Hooftman","Bullock","Jones","Willcock"],"fullName":["Hooftman, D.A.P.","Bullock, J.M.","Jones, L.","Willcock, S."],"keyword":["United Kingdom","ensemble modelling","weighted averaging","water supply","sustainable development","natural capital","modelling","ecosystem services","carbon stock"],"keywordsPlace":["United Kingdom"],"keywordsOther":["ensemble modelling","weighted averaging","water supply","sustainable development","natural capital","modelling","ecosystem services","carbon stock"],"licence":"Open government licence","lineage":"The ensembles, their approach methodology, and their validations are currently under review in Ecosystem Services as Hooftman et al. (2022): Weighted Ensembles Reduce Uncertainty in Ecosystem Service Modelling. Relevant Matlab and Python codes can be found at  github.com/EnsemblesTypes.\n\nAmong model ensembles for above ground standing carbon are provided as 1-km2 gridcells; Water supply ensembles are provided per catchment polygons associated to the 519 selected National River Flow Archive gauging stations in this study. \n\nModel data included outputs from among others: InVest, ARIES, WaterWorld, LUCI, LPJ-GUESS, TEEB, Scholes, Aqueduct, Grid-to-Grid, and DECIPHeR. These data sets are not provided here, but a full list with links to these data sets or software, where applicable, can be found in the supporting documentation. Note that license restrictions could apply. Ensembles approaches include: unweighted (mean and median) approaches, weighted averaging with weights determined following multiple methods (deterministic and iterative), attribute weighted averaging, and trained approaches. Uncertainty is presented by the Standard Error of Mean among contributing model outputs and among ensemble approaches, calculated as the standard deviation corrected with the amount of contributing models/ensembles per cell.\n\nPrior to ensemble calculations: all individual model outputs have been normalised against the lower 2.5% and upper 97.5% percentile. Afterwards, the resulting Ensembles have been identically re-normalised to ensure a 0-1 scale. For all details about the individual model approaches, their synchronisation, ensemble algorithms and their validation we refer to the supporting documentation and associated publication.","locations":["POLYGON((-8.648 49.864, -8.648 60.861, 1.768 60.861, 1.768 49.864, -8.648 49.864))"],"orcid":["https://orcid.org/0000-0001-9835-6897","https://orcid.org/0000-0003-0529-4020","https://orcid.org/0000-0002-4379-9006","https://orcid.org/0000-0001-6704-3548"],"organisation":["Lactuca: environmental data analyses and Modelling","UK Centre for Ecology & Hydrology","Bangor University","NERC EDS Environmental Information Data Centre"],"recordType":"Dataset","resourceIdentifier":["https://catalogue.ceh.ac.uk/id/a9ae773d-b742-4d42-ae42-2b594bae5d38","10.5285/a9ae773d-b742-4d42-ae42-2b594bae5d38"],"resourceStatus":"Available","resourceType":"Dataset","rightsHolder":["Bangor University"],"ror":["https://ror.org/00pggkr55","https://ror.org/006jb1a24","https://ror.org/04xw4m193"],"state":"published","title":"Ensemble outputs among contemporary ecosystem service models for water supply and aboveground carbon storage in the UK following 10 different methods","version":1.0,"view":["public","matnic"],"shortenedDescription":"This data set contains UK-wide maps of ten different among-model ensemble approaches for two services: above ground Carbon stock and water supply. The data for Carbon comes as fourteen TIF maps for above ground carbon storage at a 1-km2 resolution with associated world..."}],"facets":[{"fieldName":"topic","displayName":"Topic","hierarchical":true,"admin":false,"results":[{"name":"Agriculture","url":"http://catalogue.ceh.ac.uk/eidc/documents?facet=resourceStatus%7CAvailable&facet=recordType%7CDataset&facet=rightsHolder%7CBangor+University&facet=topic%7C0%2FAgriculture%2F","active":false,"count":68},{"name":"Animal behaviour","url":"http://catalogue.ceh.ac.uk/eidc/documents?facet=resourceStatus%7CAvailable&facet=recordType%7CDataset&facet=rightsHolder%7CBangor+University&facet=topic%7C0%2FAnimal+behaviour%2F","active":false,"count":78},{"name":"Biodiversity","url":"http://catalogue.ceh.ac.uk/eidc/documents?facet=resourceStatus%7CAvailable&facet=recordType%7CDataset&facet=rightsHolder%7CBangor+University&facet=topic%7C0%2FBiodiversity%2F","active":false,"count":270},{"name":"Climate and climate 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