Environmental variables

Environmental variables, also known as environmental data, explanatory variables, bioclimatic data or covariates are anything that can be summarized by a raster (gridded dataset). These variables are used to characterize the niche of a species. The data can be either continuous or categorical (i.e. data expressed as vectors), direct measurements or derived products, static or dynamic or terrestrial, aquatic or atmospheric.

Environmental data

The tables below give examples of how these data can be classified.

Continuous Categorical

Elevation, bathymetry

Geology, Ecosystem

Direct Measurement Derived Product

Remotely sensed data (raw), weather station data

climatology data, GCMs, derived remotely sensed data

Static Dynamic

Altitude, bathymetry, slope, aspect, soil charecteristics

temperature, precipitation, sea surface height

Terrestrial Aquatic Freshwater Atmospheric

Climate, terrain, vegetation/land cover, soil

Sea surface temperature, bathymetry, pH, salinity

Flow rates, accumulation, temperature

Wind (UV), radiation