bnspatial: Spatial Implementation of Bayesian Networks and Mapping

Package for the spatial implementation of Bayesian Networks and mapping in geographical space. It makes maps of expected value (or most likely state) given known and unknown conditions, maps of uncertainty measured as coefficient of variation or Shannon index (entropy), maps of probability associated to any states of any node of the network. Some additional features are provided as well: parallel processing options, data discretization routines and function wrappers designed for users with minimal knowledge of the R language. Outputs can be exported to any common GIS format. Development was funded by the European Union FP7 (2007-2013), under project ROBIN (agreement 283093).

Install the latest version of this package by entering the following in R:
install.packages("bnspatial")
AuthorDario Masante [aut, cre]
Date of publication2016-12-14 18:36:27
MaintainerDario Masante <dario.masante@gmail.com>
LicenseGPL-3
Version1.0.1
http://github.com/dariomasante/bnspatial

View on CRAN

Files

inst
inst/COPYRIGHTS
inst/extdata
inst/extdata/LandUseChange.net
inst/extdata/LUclasses.txt
inst/extdata/ConwyStatus.tif
inst/extdata/ConwySlope.tif
inst/extdata/ConwyLU.tif
inst/doc
inst/doc/bnspatial.html
inst/doc/bnspatial.R
inst/doc/bnspatial.Rmd
NAMESPACE
NEWS.md
data
data/ConwyData.RData
R
R/aoi.R R/bnspatial.R R/queryNet.R R/extractByMask.R R/loadNetwork.R R/linkNode.R R/dataDiscretize.R R/setClasses.R R/Conwy-data.R R/mapTarget.R R/zzz.R
vignettes
vignettes/fig
vignettes/fig/landuseModel.PNG
vignettes/bnspatial.Rmd
MD5
build
build/vignette.rds
DESCRIPTION
man
man/ConwyData.Rd man/ConwyStatus.Rd man/dataDiscretize.Rd man/setClasses.Rd man/ConwySlope.Rd man/ConwyLU.Rd man/extractByMask.Rd man/evidence.Rd man/bnspatial.Rd man/mapTarget.Rd man/LUclasses.Rd man/loadNetwork.Rd man/aoi.Rd man/queryNet.Rd man/LandUseChange.Rd man/linkNode.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.