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enmSdmX  

Species Distribution Modeling and Ecological Niche Modeling
View on CRAN: Click here


Download and install enmSdmX package within the R console
Install from CRAN:
install.packages("enmSdmX")

Install from Github:
library("remotes")
install_github("cran/enmSdmX")

Install by package version:
library("remotes")
install_version("enmSdmX", "1.1.9")



Attach the package and use:
library("enmSdmX")
Maintained by
Adam B. Smith
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-12-12
Latest Update: 2023-09-08
Description:
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.
How to cite:
Adam B. Smith (2022). enmSdmX: Species Distribution Modeling and Ecological Niche Modeling. R package version 1.1.9, https://cran.r-project.org/web/packages/enmSdmX. Accessed 03 Dec. 2024.
Previous versions and publish date:
1.0.0 (2022-12-12 12:40), 1.0.1 (2023-01-26 00:30), 1.0.2 (2023-03-04 22:10), 1.0.3 (2023-03-10 23:40), 1.0.4 (2023-04-19 23:00), 1.0.6 (2023-05-23 02:40), 1.1.2 (2023-09-08 20:10), 1.1.5 (2024-05-17 00:00), 1.1.6 (2024-06-14 05:30)
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