enmSdmX: Species Distribution Modeling and Ecological Niche Modeling
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.
| Version: |
1.1.2 |
| Depends: |
R (≥ 4.0.0) |
| Imports: |
boot, data.table, dismo, doParallel, DT, foreach, gbm, graphics, ks, maxnet, methods, mgcv, MuMIn, omnibus, parallel, ranger, rJava, scales, sf, shiny, statisfactory, stats, terra, utils |
| Suggests: |
geodata |
| Published: |
2023-09-08 |
| Author: |
Adam B. Smith 
[cre, aut] |
| Maintainer: |
Adam B. Smith <adam.smith at mobot.org> |
| BugReports: |
https://github.com/adamlilith/enmSdmX |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/adamlilith/enmSdmX |
| NeedsCompilation: |
no |
| Citation: |
enmSdmX citation info |
| Materials: |
README NEWS |
| CRAN checks: |
enmSdmX results |
Documentation:
Downloads:
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