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'Using big 'messy' data to model species distributions for spatial conservation management': UK Continental Shelf environmental spatial data layers (2016-2023), sub-sets of Arctica islandica presence/absence point data (2000-2022), fitted model objects and model output rasters

This dataset includes 1) environmental data layers, 2) *Arctica islandica* point data, 3) Random Forest model objects and 4) model output raster layers, used in the Ecological Solutions and...

Allelic diversity among 12 commonest spoligotype of bTB in GB

Allelic diversity among 5387 isolates of 12 commonest spoligotype of bovine tuberculosis (bTB) in GB. The allelic diversity is a measure of genotype diversity within each spoligotype. In short,...

Palynology, Rock-Eval and Thermal Maturity data for the Holywell Shale Formation from the Ellesmere Port 1 Borehole (NERC Grant NE/R017964/1)

Four data tables are included: 1. Rock-Eval 6 pyrolysis and stable isotope data: includes sample number; Depth in meters; S1, S2, S3, present day hydrogen index, present day oxygen index in...

Census 2001 Key Statistics 19: Rooms and Amenities

Census Key Statistics Table KS19: Rooms, amenities, central heating and lowest floor level. The occupancy rating provides a measure of under-occupancy and overcrowding. For example; a value of -1...

LIDAR Ground Truth Surveys

The Environment Agency LIDAR Ground Truth surveys dataset is an archive of elevation points and attribute information that have been independently surveyed to verify the accuracy of the EA's LIDAR...

Census 2001 Key Statistics 07: Religion

Census Key Statistics Table KS07: Religion Cells in this table have been randomly adjusted to avoid the release of confidential data. All data is © Crown Copyright 2003. Census day was 29 April 2001.

Census 2001 Key Statistics 06: Ethnic Group

Census Key Statistics Table KS06: Ethnic group Cells in this table have been randomly adjusted to avoid the release of confidential data. All data is © Crown Copyright 2003. Census day was 29 April...

Census 2001 Key Statistics 04: Marital Status

Census Key Statistics Table KS04: Marital status. Cells in this table have been randomly adjusted to avoid the release of confidential data. All data is © Crown Copyright 2003. Census day was 29...

Census 2001 Key Statistics 16: Household Spaces

Census Key Statistics Table KS16: Household spaces and accommodation type. Cells in this table have been randomly adjusted to avoid the release of confidential data. All data is © Crown Copyright...

Census 2001 Key Statistics 02: Age Structure

Census Key Statistics Table KS02: Age Structure. 'Age' is age at last birthday. Cells in this table have been randomly adjusted to avoid the release of confidential data. All data is © Crown...

Census 2001 Key Statistics 23: Communal Establishment Residents

Census Key Statistics Table KS23: Communal establishment residents. 'Residents' excludes staff and families of staff. Cells in this table have been randomly adjusted to avoid the release of...

Prediction of outcrops or subcrops of rock in UK shelf seabed (public)

Prediction of the presence of rock at outcrop or subcrop at the seabed across the UK shelf area. This shapefile was produced through a semi-automated approach, using a Random Forest model combined...

Habitat point records from 1998 ITE The Wash littoral survey

Littoral survey of The Wash by Institute of Terrestrial Ecology in Autumn of 1998 and 1999. All invertebrate data are expressed as mean densities per square meter calculated from 3 random 10 cm...

Species point records from 1998 ITE The Wash littoral survey

Littoral survey of The Wash by Institute of Terrestrial Ecology in Autumn of 1998 and 1999. All invertebrate data are expressed as mean densities per square meter calculated from 3 random 10 cm...

Survey data set on SME employers' use of and barriers to business support

Underlying data from the publication 'Research to understand the barriers to take up and use of business support' [URN 11/1288]. Data from a survey of 1,202 employer SMEs in England undertaken in...

Modelled projections of habitat for commercial fish around North-western Europe under climate change, 2020 to 2060

Environmental Niche Model (ENM) outputs for 49 commercial fish species under climate change until the decade of 2060 around northwestern Europe. A model ensemble of 5 ENMs was used (MaxEnt,...

Habitat point records from 1985-86 ITE The Wash littoral survey

Littoral survey of The Wash by Institute of Terrestrial Ecology in Autumn of 1985 and 1986. All invertebrate data are expressed as mean densities per square meter calculated from 5 pairs of random...

Species point records from 1985-86 ITE The Wash littoral survey

Littoral survey of The Wash by Institute of Terrestrial Ecology in Autumn of 1985 and 1986. All invertebrate data are expressed as mean densities per square meter calculated from 5 pairs of random...

Census 2001 Key Statistics 10: Hours Worked

Census Key Statistics Table KS10: Hours Worked. Hours worked is the average number of hours worked a week for the last four weeks before the Census. Cells in this table have been randomly adjusted...

Habitat point records from 1999 ITE The Wash littoral sediment survey

Littoral survey of The Wash by Institute of Terrestrial Ecology in Autumn of 1999. All invertebrate data are expressed as mean densities per square meter calculated from 3 random 10 cm corer...