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Clamp the predictors to match values in training set

Source: R/clamp_predictors.R
clamp_predictors.Rd

This function clamps the environmental variables in a terra::SpatRaster or terra::SpatRasterDataset so that their minimum and maximum values do not exceed the range in the training dataset.

Usage

clamp_predictors(x, training, .col, use_na)

# Default S3 method
clamp_predictors(x, training, .col, use_na)

# S3 method for class 'SpatRaster'
clamp_predictors(x, training, .col, use_na = FALSE)

# S3 method for class 'SpatRasterDataset'
clamp_predictors(x, training, .col, use_na = FALSE)

Arguments

x

a terra::SpatRaster or terra::SpatRasterDataset to clamp.

training

the training dataset (a data.frame or a sf::sf object.

.col

the column containing the presences (optional). If specified, it is excluded from the clamping.

use_na

a boolean determining whether values outside the range of the training dataset are removed (set to NA). If FALSE (the default), values outside the training range are replaced with the extremes of the training range.

Value

a terra::SpatRaster or terra::SpatRasterDataset clamped to the ranges in training