Example set of raster covariates for computing predicted intensity/abundance across the entire study area (100x100).
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A data frame with 10000 (1x1 raster element) on the following 4 variables.
x
x coordinate for mid-point of raster cell
y
y coordinate for mid-point of raster cell
river
distance from river to center of raster element
habitat
type of habitat for raster element
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