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Random Forest model output prediction raster for the occurrence of Fe-Mn in the World Oceans

The raster provide the output of a machine-learning random forest algorithm modelling the occurrence of ferromanganese (Fe-Mn) crust deposits in the world ocean. This raster constitutes a...

Benefits and Credits Error and Fraud Analytical Programme (EFAP)

Contains the results of enquiries carried out by claimant compliance into a stratified random sample of 5,000 finalised Child and Working tax credit awards. Details include yield found, direction...

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...

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 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...

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 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...

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...

Net CO2 exchange, evaporation and heat flux data from Alice Holt plantation tower (1999-2012)

Net CO2, evaporation and heat flux data have been collected at the Alice Holt Flux tower since 1999, these data are used in combination with the data set ‘Meteorological and climatological data...

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...

Wader Zonal Map

The Wader Zonal Map – a.k.a. Wader Sensitivity Map (WSM) and Breeding Wader Sensitivity Map – was produced by the British Trust for Ornithology (BTO) in partnership with the Forestry Commission and...

LDN Sqr Test Data

Test data for LDN Sqr D3 component development. Random data.

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...

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...

Social Integration by Borough

Percent who agree that their local area is a place where people from different backgrounds get on well together. This question is asked in the Public Attitudes Survey (PAS). The PAS is run by the...

1994 Steven Pyatt Helford River Cornwall UK Intertidal rocky shore zonation survey

The undergraduate thesis from the University of Exeter aiming to provide a comprehensive, random sampling of a rocky shore area of Pedn Billy on the Helford River ria to determine relative numbers...

1994 Steven Pyatt Helford River Cornwall UK Intertidal rocky shore zonation survey

The undergraduate thesis from the University of Exeter aiming to provide a comprehensive, random sampling of a rocky shore area of Pedn Billy on the Helford River ria to determine relative numbers...

1994 Steven Pyatt Helford River intertidal rocky shore zonation survey

The undergraduate thesis from the University of Exeter aiming to provide a comprehensive, random sampling of a rocky shore area of Pedn Billy on the Helford River ria to determine relative numbers...

Mid 2010 Population Estimates by age bands and ward - Cambridgeshire

Spreadsheet of mid-2010 resident population estimates for each ward and age group in Cambridgeshire (excluding Peterborough). These estimates are created by the LGSS Research and Performance Team...

Cambridge City Mid 2010 Population Estimates

Spreadsheet of Mid 2010 population estimates for Cambridge City. The data is of estimates of the total population by ward for 2001 and 2010. There is also the percentage change in population for...