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Datasets

The EBV Data Portal includes a variety of EBV datasets. With a click on the respective dataset you get to the detailed view.

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Daniele Baisero (1)
Babak Naimi (1)
Stephan Hennekens (1)
Matthew Hansen (1)
Ines Martins (1)

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Mammals (1)
Big Data (4)
Species (1)
Remote Sensing (4)
Habitats (1)
ESA (1)
Europe (1)
Forest loss (1)
Birds (1)
Global (2)
land cover maps (1)
Natural area (1)
Google (1)
cSAR model (1)
Land cover (2)
grid cell (1)
Tundra (1)
AI (1)
LUH 2.0 projections (1)
time-series (1)
Terrestrial ecosystem (1)
Machine Learning (1)
PREDICTS (1)
EUNIS (1)
Global Change (1)
land-use (1)

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Species populations (1)
Community composition (1)
Ecosystem structure (3)

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Species Taxonomy (2)
Ecosystem Types (3)

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Global (4)
Continental/Regional (1)

Temporal resolution

Every 5 years (2)
Yearly (2)
Decade (1)

Environmental domain

Terrestrial (5)

5 EBV datasets filtered

Changes in bird diversity at the grid cell level caused by land-use, estimated by the cSAR model (Pereira et al). It reports changes in species number (percentage and absolute), relative to 1900, for all bird s...

Download Data (netCDF)


  • Big Data
  • Remote Sensing
  • Birds
  • cSAR model
  • LUH 2.0 projections
  • PREDICTS
  • land-use

We use an existing spatially contiguous, global remote-sensing data product (i.e. the 27-year annual ESA CCI land cover maps which can be categorized as an EBV ‘Ecosystem Distribution’) to derive an annual ...

Download Data (netCDF)


  • Big Data
  • Remote Sensing
  • ESA
  • land cover maps
  • grid cell
  • time-series

Data in this layer were generated using multi-spectral satellite imagery from the Landsat 7 thematic mapper plus (ETM+) sensor. The clear surface observations from over 600,000 images were analysed using Google...

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  • Big Data
  • Remote Sensing
  • Forest loss
  • Google
  • AI
  • Machine Learning
  • Global Change

Data on Area Of Habitat (AOH) for 5090 mammals from 2015 to 2100, in 5 year intervals.

Download Data (netCDF)


  • Mammals
  • Species
  • Habitats
  • Global
  • Land cover

The modelled suitability for the EUNIS habitat types is an indication of where conditions are favourable for each habitat type based on verified sample plot data (Braun-Blanquet database) and the Maxent softwar...

Download Data (netCDF)


  • Big Data
  • Remote Sensing
  • Europe
  • Natural area
  • Tundra
  • Terrestrial ecosystem
  • EUNIS