madClim2050

Rasters representing average climate across 2041-2060 modeled with CanESM5 for SSP 585 for Madagascar from WorldClim version 2.1. Values of these rasters have been rounded to one digit, so please do not use these for "official" work. Please also note that CanESM5 in CMIP6 is known to run "too hot", but is useful here to aid illustration.

climate

Madagascar

Implements species distribution modeling and ecological niche
modeling, including: bias correction, spatial cross-validation, model
evaluation, raster interpolation, biotic "velocity" (speed and
direction of movement of a "mass" represented by a raster), interpolating
across a time series of rasters, and use of spatially imprecise records.
The heart of the package is a set of "training" functions which
automatically optimize model complexity based number of available
occurrences. These algorithms include MaxEnt, MaxNet, boosted regression
trees/gradient boosting machines, generalized additive models,
generalized linear models, natural splines, and random forests. To enhance
interoperability with other modeling packages, no new classes are created.
The package works with 'PROJ6' geodetic objects and coordinate reference
systems.

Adam B. Smith

enmSdmX

Species Distribution Modeling and Ecological Niche Modeling

madClim2050 function

An object of class <code>'SpatRaster'</code>.

madClim2050: Future climate rasters for Madagascar

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Examples