CRAN/E | bamm

bamm

Species Distribution Models as a Function of Biotic, Abiotic and Movement Factors (BAM)

Installation

About

Species Distribution Modeling (SDM) is a practical methodology that aims to estimate the area of distribution of a species. However, most of the work has focused on estimating static expressions of the correlation between environmental variables. The outputs of correlative species distribution models can be interpreted as maps of the suitable environment for a species but not generally as maps of its actual distribution. Soberón and Peterson (2005) doi:10.17161/bi.v2i0.4 presented the BAM scheme, a heuristic framework that states that the occupied area of a species occurs on sites that have been accessible through dispersal (M) and have both favorable biotic (B) and abiotic conditions (A). The 'bamm' package implements classes and functions to operate on each element of the BAM and by using a cellular automata model where the occupied area of a species at time t is estimated by the multiplication of three binary matrices: one matrix represents movements (M), another abiotic -niche- tolerances (A), and a third, biotic interactions (B). The theoretical background of the package can be found in Soberón and Osorio-Olvera (2022) .

luismurao.github.io/bamm/
System requirements C++11, GDAL (>= 2.2.3): gdal-bin (deb), libgdal-dev (deb) or gdal-devel (rmp), GEOS (>= 3.4.0), PROJ (>= 4.9.3): libproj-dev (deb), sqlite3, ImageMagick++: imagemagick (deb), libmagic-dev (deb), libmagick++-dev (deb) or ImageMagick-c++-devel (rpm) ImageMagick (http://imagemagick.org) or GraphicsMagick (http://www.graphicsmagick.org) or LyX (http://www.lyx.org) for saveGIF(); (PDF)LaTeX for saveLatex(); SWF Tools (http://swftools.org) for saveSWF(); FFmpeg (http://ffmpeg.org) or avconv (https://libav.org/avconv.html) for saveVideo()
Bug report File report

Key Metrics

Version 0.4.3
R ≥ 3.5.0
Published 2022-12-20 492 days ago
Needs compilation? yes
License GPL (≥ 3)
CRAN checks bamm results

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Maintainer

Maintainer

Luis Osorio-Olvera

luismurao@gmail.com

Authors

Luis Osorio-Olvera

aut / cre

Jorge Soberón

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

bamm

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 3.5.0

Imports

raster ≥ 3.4-13
Matrix ≥ 1.2.14
RSpectra ≥ 0.13.1
methods ≥ 3.3
magrittr ≥ 1.2
dplyr ≥ 0.8.0
purrr ≥ 0.2
igraph ≥ 1.2
leaflet ≥ 2.0
Rdpack ≥0.11.0
animation ≥ 2.3
future ≥ 1.18.0
furrr ≥0.1.0
Rcpp ≥ 0.12.18
sp ≥ 1.3.0

Suggests

knitr
crosstalk
plotly
rmarkdown
testthat ≥ 3.0.0
covr

LinkingTo

Rcpp
RcppArmadillo