R: Calculate Similarity of ENMs in Geographic Space
calc.niche.overlap
R Documentation
Calculate Similarity of ENMs in Geographic Space
Description
Compute pairwise "niche overlap" in geographic space for Maxent predictions. The value ranges from 0 (no overlap) to 1 (identical predictions). The function uses the nicheOverlap function of the dismo package (Hijmans et al. 2011).
Usage
calc.niche.overlap(predictive.maps, stat = "D", maxent.args)
Arguments
predictive.maps
A rasterStack of at least 2 Maxent predictive raster layers.
stat
The statistic calculated by the nicheOverlap function of the dismo package. Defaults to Schoener's D (Schoener 1968) but can also accept "I" to calculate the I similarity statistic from Warren et al. (2008).
maxent.args
A list of (1) feature classes, and (2) regularization multiplier values that describe model settings for each predictive map provided in predictive.maps. This is generated by the function make.args(..., labels=TRUE).
Value
A matrix with the lower triangle giving values of pairwise "niche overlap" in geographic space. Row and column names are given by the make.args argument when run by the ENMevaluate function.
Author(s)
Based on dismo::nicheOverlap, which is based on SDMTools::Istat
Schoener, T. W. (1968) The Anolis lizards of Bimini: resource partitioning in a complex fauna. Ecology, 49: 704-726.
Warren, D. L., Glor, R. E., Turelli, M. and Funk, D. (2008) Environmental niche equivalency versus conservatism: quantitative approaches to niche evolution. Evolution, 62: 2868-2883.