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Relationship and Entity Extraction Evaluation Dataset (Documents)

This document dataset was the output of a project aimed to create a 'gold standard' dataset that could be used to train and validate machine learning approaches to natural language processing...

Relationship and Entity Extraction Evaluation Dataset (Entities)

This entities dataset was the output of a project aimed to create a 'gold standard' dataset that could be used to train and validate machine learning approaches to natural language processing...

Relationship and Entity Extraction Evaluation Dataset (Relations)

This relations dataset was the output of a project aimed to create a 'gold standard' dataset that could be used to train and validate machine learning approaches to natural language processing...

Antibiotic susceptibility tests and resistance genes in Escherichia coli from humans, poultry and environmental samples in urban and rural Bangladesh (2017)

Antibiotic susceptibility tests are presented as the zone of inhibition using the disc-diffusion method, and categorized as resistant, intermediate or susceptible. DNA samples from...

Antibiotic susceptibility tests and resistance genes in Escherichia coli from humans, poultry and environmental samples in urban and rural Bangladesh (2017)

Antibiotic susceptibility tests are presented as the zone of inhibition using the disc-diffusion method, and categorized as resistant, intermediate or susceptible. DNA samples from...

2015 Indices of Multiple Deprivation Maps by Ward

The English Indices of Multiple Deprivation (IMD) 2015 were published on 30th September 2015. Most indicators relate to data for the financial year 2012/13. It is the official measure of relative...

2001 The National Oceanography Centre Southampton (NOC), Dorset, Maerl and Seagrass mapping (2001 dive survey results)

These records all relate to 'Collins, K (2002) Dorset Maerl and Seagrass. 2001 survey results.' The majority of survey work was undertaken in 2001, but the report also draws together additonal...

2001 The National Oceanography Centre Southampton (NOC), Dorset, Maerl and Seagrass mapping (2001 dive survey results)

These records all relate to 'Collins, K (2002) Dorset Maerl and Seagrass. 2001 survey results.' The majority of survey work was undertaken in 2001, but the report also draws together additonal...

Paths Network - Scotland

Ramblers Scotland worked with partners, volunteers, and publicly available sources to create this path network dataset between 2019 and 2024. The Scottish Paths Map project has now been...

Habitat suitability maps for Rhododendron ponticum across Scotland as reservoir host for Phytophthora

These spatial layers quantify the predicted habitat suitability for Rhododendron ponticum across Scotland. These layers were developed with reference to this species role as reservoir host for...

Enteric virus concentrations, pH and turbidity in wastewater discharged to the Conwy River and estuary, North Wales (2016-2017)

This dataset contains pH, turbidity and viral concentration information in untreated and treated wastewater samples at wastewater discharge points and wastewater treatment plants along the Conwy...

Fortnightly soil respiration data from Climoor fieldsite in Clocaenog Forest 1999-2015

This dataset contains soil respiration data from the Climoor fieldsite in Clocaenog forest, north-east Wales. Measurements began in March 1999 at the field site, and were repeated in approximately...

R code to reproduce analyses of aboveground carbon stocks and associated plant diversity in fragmented and continuous forest sites in Sabah, Malaysian Borneo, 2017

The R code "carbon_stock_calculations.R" estimates aboveground carbon stocks for 49 plots in 14 fragmented forest sites and 4 continuous forest sites in Sabah, Malaysian Borneo, using the...

Rift Valley fever virus seroprevalence data from people involved in a cross-sectional survey in Tana River and Garissa counties, Kenya (December 2013 - February 2014)

These data include results from serological analysis carried out on serum collected from randomly recruited subjects, merged with household and subject level data about the subjects. The subject...

Volatile organic compound fluxes and source apportionment factor fluxes measured by Proton-Transfer-Reaction Time-of-Flight Mass Spectrometer (PTR-TOF-MS), Delhi, India, November 2018

This dataset contains high‑frequency measurements of volatile organic compounds (VOCs) and their surface-atmosphere fluxes collected at an urban site in Old Delhi, India. The measurements capture...

Seasonal changes in mosquito population densities in irrigated and non-irrigated areas in Bura, Tana River County, Kenya (2013-2014)

These data comprise apparent densities, species and sex and of mosquitos collected in irrigated and non-irrigated areas in Bura, Tana River County Kenya, between September 2013 and November 2014....

Functional traits of woody plants sampled in permanent forest monitoring plots along altitudinal and forest perturbation gradients in the Colombian Andes, 2019-2022

The dataset contains information on six functional traits of woody plants, including Leaf Area, Specific Leaf Area (SLA), Leaf Dry Matter Content (LDMC), Leaf Thickness (Lth), Wood Density (WD),...

Sediment data from IODP Expedition 363 (NERC grant NE/P016456/1)

Sediment % coarse fraction (>63 microns), and abundance of fish teeth in coarse fraction. 2016 has been a record breaking year in terms of global temperatures. The high temperatures have...

Bacterial diversity (16S rRNA gene) in participant collected household vacuum dust from homes across two bioclimatic regions (UK and Greece), with associated participant questionnaire and trace element data. (NERC Grant NE/T004401/1)

The <250um fraction of 28 household vacuum dust samples were extracted using high throughput isolation of microbial genomic DNA (21 samples from a national campaign within the UK and 7 samples...

Northern Ireland Multiple Deprivation Measure 2005

The 2005 Northern Ireland Multiple Deprivation Measure (NIMDM 2005) contains seven domains of deprivation: • Income Deprivation • Employment Deprivation • Health Deprivation and Disability •...