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lulcc (version 1.0.4)

Land Use Change Modelling in R

Description

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

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Version

Install

install.packages('lulcc')

Monthly Downloads

188

Version

1.0.4

License

GPL (>= 2)

Maintainer

Simon Moulds

Last Published

March 1st, 2019

Functions in lulcc (1.0.4)

ThreeMapComparison

Evaluate allocation performance with three maps
lulcc-package

lulcc: land use change modelling in R
partition

Partition raster data
plot.PerformanceList

Plot method for PerformanceList objects
CategoryLabel-class

Virtual class CategoryLabel
FigureOfMerit-class

Class FigureOfMerit
CluesModel-class

Class CluesModel
CluesModel

Create a CluesModel object
AgreementBudget-class

Class AgreementBudget
AgreementBudget

Create an AgreementBudget object
plot

Plot method for objects based on Raster* data
FigureOfMerit

Create a FigureOfMerit object
Model-class

Virtual class Model
ExpVarRasterList-class

Class ExpVarRasterList
allocate

Allocate land use change spatially
allow

Implement decision rules for land use change
Model fitting

Fit predictive models
NeighbRasterStack-class

Class NeighbRasterStack
PerformanceList

Create a PerformanceList object
performance

Create ROCR performance objects
PredictionList-class

Class PredictionList
NeighbRasterStack

Create a NeighbRasterStack object
ObsLulcRasterStack-class

Class ObsLulcRasterStack
as.data.frame.ExpVarRasterList

Coerce objects to data.frame
allowNeighb

Implement neighbourhood decision rules
c.PredictiveModelList

Merge PredictiveModelList objects
approxExtrapDemand

Extrapolate land use area in time
OrderedModel

Create an OrderedModel object
Extract by index

Extract by index
PerformanceList-class

Class PerformanceList
PredictionList

Create a PredictionList object
pie

Land use change dataset for Plum Island Ecosystem
compareAUC

Calculate the area under the ROC curve (AUC)
crossTabulate

Cross tabulate land use transitions
summary

Summary
getPredictiveModelInputData

Extract data to fit predictive models
sibuyan

Land use change dataset for Sibuyan Island
total

Total number of cells in a categorical Raster* object
roundSum

Round elements in matrix or data.frame rows
PredictiveModelList-class

Class PredictiveModelList
subset,ExpVarRasterList-method

Subset
show,ExpVarRasterList-method

Show
plot.AgreementBudget

Plot method for AgreementBudget objects
plot.FigureOfMerit

Plot method for FigureOfMerit objects
predict.PredictiveModelList

Predict location suitability
resample,ExpVarRasterList,Raster-method

Resample maps in ExpVarRasterList object or list
ThreeMapComparison-class

Class ThreeMapComparison
ObsLulcRasterStack

Create an ObsLulcRasterStack object
ExpVarRasterList

Create an ExpVarRasterList object
OrderedModel-class

Class OrderedModel