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).

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

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Files

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

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