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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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EBV classes

Species populations (1)
Community composition (1)
Ecosystem structure (5)
Ecosystem function (1)

EBV names

Ecosystem phenology (1)
Ecosystem distribution (5)
Species distributions (1)
Taxonomic diversity (1)

Spatial extent

National (1)
Global (6)
Continental/Regional (1)

Temporal resolution

Yearly (4)
Decade (2)
Every 5 years (2)

Environmental domain

Terrestrial (8)
Marine (1)
Freshwater (1)
Global (3)
Time-series (2)
Land cover (2)
Start of season (1)
Boreal (1)
EUNIS (1)
IUCN Red List (1)
Vegetation (1)
land-use (1)
Terrestrial ecosystem (1)
grid cell (1)
Phenology (1)
PREDICTS (1)
Google (1)
Tundra (1)
Habitats (1)
Mean percentage (1)
Green-up (1)
BirdsLUH 2.0 projections (1)
Forest loss (1)
Europe (1)
ESA (1)
Mammals (1)
Ecosystem extent (1)
Forest cover (1)

8 EBV datasets filtered

Global habitat availability for 5,090 mammals from 2015 to 2100 in 5 year intervals.

Download Data (netCDF / 57.71MB)


  • Mammals
  • Habitats
  • Global
  • Land cover

Global data cube on the yearly extent of ecosystems following the habitat classification scheme of the IUCN Red List, used in the assessment of over 100,000 species. This data cube is composed by 65 ecosystem t...

Download Data (netCDF / 4.76GB)


  • Ecosystem extent
  • Time-series
  • Global
  • IUCN Red List

Mean percentage of global tree canopy cover in the year 2000, defined as canopy closure for all vegetation taller than 5m in height.

Download Data (netCDF / 102.78MB)


  • Forest cover
  • Mean percentage

Forest loss during the period 2000–2018, defined as a stand-replacement disturbance, or a change from a forest to non-forest state. Data in this layer were generated using multi-spectral satellite imagery fro...

Download Data (netCDF / 47.64MB)


  • Forest loss
  • Google
  • Global

These datasets presents the yearly maps and averages of the start of vegetation active period in both coniferous forests and deciduous vegetation during 2001-2019 in Finland. The start of the vegetation active...

Download Data (netCDF / 303.17kB)


  • Boreal
  • Green-up
  • Phenology
  • Vegetation
  • Start of season

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 / 11.9GB)


  • ESA
  • Land cover
  • grid cell
  • time-series

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 / 1.85GB)


  • Europe
  • Tundra
  • Terrestrial ecosystem
  • EUNIS

Changes in bird diversity at the grid cell level caused by land-use, estimated by the cSAR model (Pereira et al, doi.org/10.1101/2020.04.14.031716). It reports changes in species number (percentage and absolute...

Download Data (netCDF / 1.49MB)


  • BirdsLUH 2.0 projections
  • PREDICTS
  • land-use