lulcc: Land Use Change Modelling in R

Classes and methods for spatially explicit land use change modelling in R.

Install the latest version of this package by entering the following in R:
install.packages("lulcc")
AuthorSimon Moulds <sim.moulds@gmail.com>
Date of publication2017-03-27 14:28:10 UTC
MaintainerSimon Moulds <sim.moulds@gmail.com>
LicenseGPL (>= 2)
Version1.0.2

View on CRAN

Man pages

AgreementBudget: Create an AgreementBudget object

AgreementBudget-class: Class AgreementBudget

allocate: Allocate land use change spatially

allow: Implement decision rules for land use change

allowNeighb: Implement neighbourhood decision rules

approxExtrapDemand: Extrapolate land use area in time

as.data.frame: Coerce objects to data.frame

CategoryLabel-class: Virtual class CategoryLabel

CluesModel: Create a CluesModel object

CluesModel-class: Class CluesModel

compareAUC: Calculate the area under the ROC curve (AUC)

c.PredictiveModelList: Merge PredictiveModelList objects

crossTabulate: Cross tabulate land use transitions

ExpVarRasterList: Create an ExpVarRasterList object

ExpVarRasterList-class: Class ExpVarRasterList

extractIndex: Extract by index

FigureOfMerit: Create a FigureOfMerit object

FigureOfMerit-class: Class FigureOfMerit

getPredictiveModelInputData: Extract data to fit predictive models

lulcc-package: lulcc: land use change modelling in R

Model-class: Virtual class Model

Model-fitting: Fit predictive models

NeighbRasterStack: Create a NeighbRasterStack object

NeighbRasterStack-class: Class NeighbRasterStack

ObsLulcRasterStack: Create an ObsLulcRasterStack object

ObsLulcRasterStack-class: Class ObsLulcRasterStack

OrderedModel: Create an OrderedModel object

OrderedModel-class: Class OrderedModel

partition: Partition raster data

PerformanceList: Create a PerformanceList object

PerformanceList-class: Class PerformanceList

performance.rocr: Create ROCR performance objects

pie: Land use change dataset for Plum Island Ecosystem

plot: Plot method for objects based on Raster* data

plot.AgreementBudget: Plot method for AgreementBudget objects

plot.FigureOfMerit: Plot method for FigureOfMerit objects

plot.PerformanceList: Plot method for PerformanceList objects

predict: Predict location suitability

PredictionList: Create a PredictionList object

PredictionList-class: Class PredictionList

PredictiveModelList-class: Class PredictiveModelList

resample: Resample maps in ExpVarRasterList object or list

roundSum: Round elements in matrix or data.frame rows

show-methods: Show

sibuyan: Land use change dataset for Sibuyan Island

subset-methods: Subset

summary-methods: Summary

ThreeMapComparison: Evaluate allocation performance with three maps

ThreeMapComparison-class: Class ThreeMapComparison

total: Total number of cells in a categorical Raster* object

Functions

AgreementBudget Man page
AgreementBudget-class Man page
AgreementBudget,RasterLayer-method Man page
AgreementBudget,ThreeMapComparison-method Man page
allocate Man page
allocate,CluesModel-method Man page
allocate,OrderedModel-method Man page
allow Man page
allowNeighb Man page
approxExtrapDemand Man page
as.data.frame.ExpVarRasterList Man page
as.data.frame,ExpVarRasterList-method Man page
as.data.frame.ObsLulcRasterStack Man page
as.data.frame,ObsLulcRasterStack-method Man page
[[,CategoryLabel,ANY,ANY-method Man page
CategoryLabel-class Man page
CluesModel Man page
CluesModel-class Man page
CluesModel,ObsLulcRasterStack,ExpVarRasterList,PredictiveModelLi Man page
compareAUC Man page
compareAUC,list-method Man page
compareAUC,PredictionList-method Man page
c.PredictiveModelList Man page
crossTabulate Man page
crossTabulate,ObsLulcRasterStack,ANY-method Man page
crossTabulate,RasterLayer,RasterLayer-method Man page
ExpVarRasterList Man page
[[,ExpVarRasterList,ANY,ANY-method Man page
ExpVarRasterList,character,character-method Man page
ExpVarRasterList,character-method Man page
ExpVarRasterList-class Man page
ExpVarRasterList,list,character-method Man page
ExpVarRasterList,list-method Man page
ExpVarRasterList,missing,character-method Man page
ExpVarRasterList,missing-method Man page
ExpVarRasterList,RasterStack,character-method Man page
ExpVarRasterList,RasterStack-method Man page
Extract by index Man page
FigureOfMerit Man page
FigureOfMerit-class Man page
FigureOfMerit,RasterLayer-method Man page
FigureOfMerit,ThreeMapComparison-method Man page
getPredictiveModelInputData Man page
glmModels Man page
lulcc-package Man page
Model-class Man page
Model fitting Man page
NeighbRasterStack Man page
NeighbRasterStack-class Man page
NeighbRasterStack,RasterLayer,ANY,NeighbRasterStack-method Man page
NeighbRasterStack,RasterLayer,list,ANY-method Man page
NeighbRasterStack,RasterLayer,matrix,ANY-method Man page
ObsLulcRasterStack Man page
ObsLulcRasterStack,character,character-method Man page
ObsLulcRasterStack-class Man page
ObsLulcRasterStack,list,character-method Man page
ObsLulcRasterStack,missing,character-method Man page
ObsLulcRasterStack,RasterLayer,ANY-method Man page
ObsLulcRasterStack,RasterStack,ANY-method Man page
OrderedModel Man page
OrderedModel-class Man page
OrderedModel,ObsLulcRasterStack,ExpVarRasterList,PredictiveModel Man page
partition Man page
performance Man page
PerformanceList Man page
PerformanceList-class Man page
performance,list-method Man page
pie Man page
plot Man page
plot.AgreementBudget Man page
plot,AgreementBudget,ANY-method Man page
plot.FigureOfMerit Man page
plot,FigureOfMerit,ANY-method Man page
plot,list,ANY-method Man page
plot.Model Man page
plot,Model,ANY-method Man page
plot.ObsLulcRasterStack Man page
plot,ObsLulcRasterStack,ANY-method Man page
plot.PerformanceList Man page
plot.ThreeMapComparison Man page
plot,ThreeMapComparison,ANY-method Man page
PredictionList Man page
PredictionList-class Man page
PredictiveModelList-class Man page
predict.PredictiveModelList Man page
predict,PredictiveModelList-method Man page
randomForestModels Man page
resample,ExpVarRasterList,Raster-method Man page
resample,list,Raster-method Man page
roundSum Man page
rpartModels Man page
show,ExpVarRasterList-method Man page
show,Model-method Man page
show,PerformanceList-method Man page
show,PredictionList-method Man page
show,PredictiveModelList-method Man page
show,ThreeMapComparison-method Man page
sibuyan Man page
subset,ExpVarRasterList-method Man page
subset,PerformanceList-method Man page
subset,PredictionList-method Man page
subset,PredictiveModelList-method Man page
summary Man page
summary,ExpVarRasterList-method Man page
summary,Model-method Man page
summary,NeighbRasterStack-method Man page
summary,ObsLulcRasterStack-method Man page
summary,PredictiveModelList-method Man page
ThreeMapComparison Man page
ThreeMapComparison-class Man page
ThreeMapComparison,Model,ANY,ANY-method Man page
ThreeMapComparison,RasterLayer,RasterLayer,RasterLayer-method Man page
total Man page

Files

src
src/updatehist.c
src/lulcc_init.c
src/autoconvert.c
src/allow.c
src/total.c
src/allocateclues.c
NAMESPACE
demo
demo/00Index
demo/gmd-paper.R
data
data/pie.rda
data/datalist
data/sibuyan.rda
R
R/coerce.R R/c.PredictiveModelList.R R/PredictionList.R R/crossTabulate.R R/models.R R/class-NeighbRasterStack.R R/subset.R R/PerformanceList.R R/plot.Performance.R R/plot.FigureOfMerit.R R/allocate.R R/plot.R R/resample.R R/predict.R R/approxExtrapDemand.R R/Model.R R/AgreementBudget.R R/class-PerformanceList.R R/NeighbRasterStack.R R/show.R R/class-ObsLulcRasterStack.R R/data.R R/partition.R R/FigureOfMerit.R R/length.R R/class-PredictiveModelList.R R/class-ExpVarRasterList.R R/index.R R/lulcc-package.R R/getPredictiveModelInputData.R R/class-ThreeMapComparison.R R/performance.rocr.R R/allowNeighb.R R/as.data.frame.R R/total.R R/class-PredictionList.R R/ExpVarRasterList.R R/class-Model.R R/ThreeMapComparison.R R/names.R R/summary.R R/ObsLulcRasterStack.R R/allow.R R/compareAUC.R R/class-CategoryLabel.R R/plot.AgreementBudget.R
MD5
DESCRIPTION
man
man/AgreementBudget-class.Rd man/roundSum.Rd man/summary-methods.Rd man/PerformanceList-class.Rd man/AgreementBudget.Rd man/NeighbRasterStack-class.Rd man/PredictiveModelList-class.Rd man/PredictionList.Rd man/FigureOfMerit-class.Rd man/as.data.frame.Rd man/Model-fitting.Rd man/approxExtrapDemand.Rd man/plot.PerformanceList.Rd man/getPredictiveModelInputData.Rd man/ObsLulcRasterStack.Rd man/Model-class.Rd man/subset-methods.Rd man/ThreeMapComparison.Rd man/FigureOfMerit.Rd man/predict.Rd man/allow.Rd man/resample.Rd man/allowNeighb.Rd man/plot.FigureOfMerit.Rd man/performance.rocr.Rd man/ObsLulcRasterStack-class.Rd man/crossTabulate.Rd man/allocate.Rd man/plot.AgreementBudget.Rd man/total.Rd man/partition.Rd man/CluesModel.Rd man/CategoryLabel-class.Rd man/compareAUC.Rd man/c.PredictiveModelList.Rd man/sibuyan.Rd man/ExpVarRasterList-class.Rd man/lulcc-package.Rd man/extractIndex.Rd man/ThreeMapComparison-class.Rd man/OrderedModel-class.Rd man/pie.Rd man/PerformanceList.Rd man/plot.Rd man/OrderedModel.Rd man/CluesModel-class.Rd man/PredictionList-class.Rd man/NeighbRasterStack.Rd man/ExpVarRasterList.Rd man/show-methods.Rd

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