Package: lulcc 1.0.5
lulcc: Land Use Change Modelling in R
Classes and methods for spatially explicit land use change modelling in R.
Authors:
lulcc_1.0.5.tar.gz
lulcc_1.0.5.zip(r-4.5)lulcc_1.0.5.zip(r-4.4)lulcc_1.0.5.zip(r-4.3)
lulcc_1.0.5.tgz(r-4.4-x86_64)lulcc_1.0.5.tgz(r-4.4-arm64)lulcc_1.0.5.tgz(r-4.3-x86_64)lulcc_1.0.5.tgz(r-4.3-arm64)
lulcc_1.0.5.tar.gz(r-4.5-noble)lulcc_1.0.5.tar.gz(r-4.4-noble)
lulcc_1.0.5.tgz(r-4.4-emscripten)lulcc_1.0.5.tgz(r-4.3-emscripten)
lulcc.pdf |lulcc.html✨
lulcc/json (API)
| # Install 'lulcc' in R: |
| install.packages('lulcc', repos = c('https://simonmoulds.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/simonmoulds/lulcc/issues
Datasets:
Last updated 5 years agofrom:e57b7a51b5. Checks:OK: 9. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 13 2024 |
| R-4.5-win-x86_64 | OK | Nov 13 2024 |
| R-4.5-linux-x86_64 | OK | Nov 13 2024 |
| R-4.4-win-x86_64 | OK | Nov 13 2024 |
| R-4.4-mac-x86_64 | OK | Nov 13 2024 |
| R-4.4-mac-aarch64 | OK | Nov 13 2024 |
| R-4.3-win-x86_64 | OK | Nov 13 2024 |
| R-4.3-mac-x86_64 | OK | Nov 13 2024 |
| R-4.3-mac-aarch64 | OK | Nov 13 2024 |
Exports:AgreementBudgetallocateallowallowNeighbapproxExtrapDemandCluesModelcompareAUCcrossTabulateExpVarRasterListFigureOfMeritgetPredictiveModelInputDataglmModelsNeighbRasterStackObsLulcRasterStackOrderedModelpartitionperformancePerformanceListPredictionListrandomForestModelsresampleroundSumrpartModelsshowsubsetsummaryThreeMapComparisontotal
Dependencies:bitopscaToolsdeldirgplotsgtoolshexbininterpjpegKernSmoothlatticelatticeExtraMASSpngrasterrasterVisRColorBrewerRcppRcppEigenROCRspterraviridisLitezoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| lulcc: land use change modelling in R | lulcc-package |
| Create an AgreementBudget object | AgreementBudget AgreementBudget,RasterLayer-method AgreementBudget,ThreeMapComparison-method |
| Class AgreementBudget | AgreementBudget-class |
| Allocate land use change spatially | allocate allocate,CluesModel-method allocate,OrderedModel-method |
| Implement decision rules for land use change | allow |
| Implement neighbourhood decision rules | allowNeighb |
| Extrapolate land use area in time | approxExtrapDemand |
| Coerce objects to data.frame | as.data.frame,ExpVarRasterList-method as.data.frame,ObsLulcRasterStack-method as.data.frame.ExpVarRasterList as.data.frame.ObsLulcRasterStack |
| Merge PredictiveModelList objects | c.PredictiveModelList |
| Virtual class CategoryLabel | CategoryLabel-class |
| Create a CluesModel object | CluesModel CluesModel,ObsLulcRasterStack,ExpVarRasterList,PredictiveModelList-method |
| Class CluesModel | CluesModel-class |
| Calculate the area under the ROC curve (AUC) | compareAUC compareAUC,list-method compareAUC,PredictionList-method |
| Cross tabulate land use transitions | crossTabulate crossTabulate,ObsLulcRasterStack,ANY-method crossTabulate,RasterLayer,RasterLayer-method |
| Create an ExpVarRasterList object | ExpVarRasterList ExpVarRasterList,character,character-method ExpVarRasterList,character-method ExpVarRasterList,list,character-method ExpVarRasterList,list-method ExpVarRasterList,missing,character-method ExpVarRasterList,missing-method ExpVarRasterList,RasterStack,character-method ExpVarRasterList,RasterStack-method |
| Class ExpVarRasterList | ExpVarRasterList-class |
| Extract by index | Extract by index [[,CategoryLabel,ANY,ANY-method [[,ExpVarRasterList,ANY,ANY-method |
| Create a FigureOfMerit object | FigureOfMerit FigureOfMerit,RasterLayer-method FigureOfMerit,ThreeMapComparison-method |
| Class FigureOfMerit | FigureOfMerit-class |
| Extract data to fit predictive models | getPredictiveModelInputData |
| Fit predictive models | glmModels Model fitting randomForestModels rpartModels |
| Virtual class Model | Model-class |
| Create a NeighbRasterStack object | NeighbRasterStack NeighbRasterStack,RasterLayer,ANY,NeighbRasterStack-method NeighbRasterStack,RasterLayer,list,ANY-method NeighbRasterStack,RasterLayer,matrix,ANY-method |
| Class NeighbRasterStack | NeighbRasterStack-class |
| Create an ObsLulcRasterStack object | ObsLulcRasterStack ObsLulcRasterStack,character,character-method ObsLulcRasterStack,list,character-method ObsLulcRasterStack,missing,character-method ObsLulcRasterStack,RasterLayer,ANY-method ObsLulcRasterStack,RasterStack,ANY-method |
| Class ObsLulcRasterStack | ObsLulcRasterStack-class |
| Create an OrderedModel object | OrderedModel OrderedModel,ObsLulcRasterStack,ExpVarRasterList,PredictiveModelList-method |
| Class OrderedModel | OrderedModel-class |
| Partition raster data | partition |
| Create ROCR performance objects | performance performance,list-method |
| Create a PerformanceList object | PerformanceList |
| Class PerformanceList | PerformanceList-class |
| Land use change dataset for Plum Island Ecosystem | pie |
| Plot method for objects based on Raster* data | plot plot,Model,ANY-method plot,ObsLulcRasterStack,ANY-method plot,ThreeMapComparison,ANY-method plot.Model plot.ObsLulcRasterStack plot.ThreeMapComparison |
| Plot method for AgreementBudget objects | plot,AgreementBudget,ANY-method plot.AgreementBudget |
| Plot method for FigureOfMerit objects | plot,FigureOfMerit,ANY-method plot.FigureOfMerit |
| Plot method for PerformanceList objects | plot,list,ANY-method plot.PerformanceList |
| Predict location suitability | predict,PredictiveModelList-method predict.PredictiveModelList |
| Create a PredictionList object | PredictionList |
| Class PredictionList | PredictionList-class |
| Class PredictiveModelList | PredictiveModelList-class |
| Resample maps in ExpVarRasterList object or list | resample,ExpVarRasterList,Raster-method resample,list,Raster-method |
| Round elements in matrix or data.frame rows | roundSum |
| Show | show,ExpVarRasterList-method show,Model-method show,PerformanceList-method show,PredictionList-method show,PredictiveModelList-method show,ThreeMapComparison-method |
| Land use change dataset for Sibuyan Island | sibuyan |
| Subset | subset,ExpVarRasterList-method subset,PerformanceList-method subset,PredictionList-method subset,PredictiveModelList-method |
| Summary | summary summary,ExpVarRasterList-method summary,Model-method summary,NeighbRasterStack-method summary,ObsLulcRasterStack-method summary,PredictiveModelList-method |
| Evaluate allocation performance with three maps | ThreeMapComparison ThreeMapComparison,Model,ANY,ANY-method ThreeMapComparison,RasterLayer,RasterLayer,RasterLayer-method |
| Class ThreeMapComparison | ThreeMapComparison-class |
| Total number of cells in a categorical Raster* object | total |
