{
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  "Package": "lulcc",
  "Title": "Land Use Change Modelling in R",
  "Version": "1.0.5",
  "Authors@R": "c(\nperson(\"Simon\", \"Moulds\", email = \"sim.moulds@gmail.com\", role = c(\"cre\", \"aut\")),\nperson(\"Valentin\", \"Lucet\", email = \"valentin.lucet@gmail.com\", role = \"aut\"))",
  "Description": "Classes and methods for spatially explicit land use change\nmodelling in R.",
  "License": "GPL-3 | file LICENSE",
  "LazyData": "true",
  "Collate": "'class-CategoryLabel.R' 'class-ObsLulcRasterStack.R'\n'class-PredictiveModelList.R' 'class-ExpVarRasterList.R'\n'class-NeighbRasterStack.R' 'class-Model.R'\n'class-ThreeMapComparison.R' 'AgreementBudget.R'\n'ExpVarRasterList.R' 'FigureOfMerit.R' 'Model.R'\n'NeighbRasterStack.R' 'ObsLulcRasterStack.R'\n'class-PerformanceList.R' 'PerformanceList.R'\n'class-PredictionList.R' 'PredictionList.R'\n'ThreeMapComparison.R' 'allocate.R' 'allow.R' 'allowNeighb.R'\n'approxExtrapDemand.R' 'as.data.frame.R'\n'c.PredictiveModelList.R' 'index.R' 'coerce.R' 'compareAUC.R'\n'crossTabulate.R' 'data.R' 'getPredictiveModelInputData.R'\n'length.R' 'lulcc-package.R' 'models.R' 'names.R' 'partition.R'\n'performance.rocr.R' 'plot.AgreementBudget.R'\n'plot.FigureOfMerit.R' 'plot.Performance.R' 'plot.R'\n'predict.R' 'resample.R' 'show.R' 'subset.R' 'summary.R'\n'total.R'",
  "Packaged": {
    "Date": "2026-06-07 08:02:12 UTC",
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  "RoxygenNote": "7.1.0",
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  "Repository": "https://simonmoulds.r-universe.dev",
  "Date/Publication": "2020-05-10 23:35:54 UTC",
  "RemoteUrl": "https://github.com/simonmoulds/lulcc",
  "RemoteRef": "HEAD",
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  "Author": "Simon Moulds [cre, aut],\nValentin Lucet [aut]",
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  "_assets": [
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    "extra/citation.html",
    "extra/citation.json",
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  "_exports": [
    "AgreementBudget",
    "allocate",
    "allow",
    "allowNeighb",
    "approxExtrapDemand",
    "CluesModel",
    "compareAUC",
    "crossTabulate",
    "ExpVarRasterList",
    "FigureOfMerit",
    "getPredictiveModelInputData",
    "glmModels",
    "NeighbRasterStack",
    "ObsLulcRasterStack",
    "OrderedModel",
    "partition",
    "performance",
    "PerformanceList",
    "PredictionList",
    "randomForestModels",
    "resample",
    "roundSum",
    "rpartModels",
    "show",
    "subset",
    "summary",
    "ThreeMapComparison",
    "total"
  ],
  "_datasets": [
    {
      "name": "pie",
      "title": "Land use change dataset for Plum Island Ecosystem",
      "object": "pie",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "sibuyan",
      "title": "Land use change dataset for Sibuyan Island",
      "object": "sibuyan",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    }
  ],
  "_help": [
    {
      "page": "lulcc-package",
      "title": "lulcc: land use change modelling in R",
      "topics": [
        "lulcc-package"
      ]
    },
    {
      "page": "AgreementBudget",
      "title": "Create an AgreementBudget object",
      "topics": [
        "AgreementBudget",
        "AgreementBudget,RasterLayer-method",
        "AgreementBudget,ThreeMapComparison-method"
      ]
    },
    {
      "page": "AgreementBudget-class",
      "title": "Class AgreementBudget",
      "topics": [
        "AgreementBudget-class"
      ]
    },
    {
      "page": "allocate",
      "title": "Allocate land use change spatially",
      "topics": [
        "allocate",
        "allocate,CluesModel-method",
        "allocate,OrderedModel-method"
      ]
    },
    {
      "page": "allow",
      "title": "Implement decision rules for land use change",
      "topics": [
        "allow"
      ]
    },
    {
      "page": "allowNeighb",
      "title": "Implement neighbourhood decision rules",
      "topics": [
        "allowNeighb"
      ]
    },
    {
      "page": "approxExtrapDemand",
      "title": "Extrapolate land use area in time",
      "topics": [
        "approxExtrapDemand"
      ]
    },
    {
      "page": "as.data.frame",
      "title": "Coerce objects to data.frame",
      "topics": [
        "as.data.frame,ExpVarRasterList-method",
        "as.data.frame,ObsLulcRasterStack-method",
        "as.data.frame.ExpVarRasterList",
        "as.data.frame.ObsLulcRasterStack"
      ]
    },
    {
      "page": "c.PredictiveModelList",
      "title": "Merge PredictiveModelList objects",
      "topics": [
        "c.PredictiveModelList"
      ]
    },
    {
      "page": "CategoryLabel-class",
      "title": "Virtual class CategoryLabel",
      "topics": [
        "CategoryLabel-class"
      ]
    },
    {
      "page": "CluesModel",
      "title": "Create a CluesModel object",
      "topics": [
        "CluesModel",
        "CluesModel,ObsLulcRasterStack,ExpVarRasterList,PredictiveModelList-method"
      ]
    },
    {
      "page": "CluesModel-class",
      "title": "Class CluesModel",
      "topics": [
        "CluesModel-class"
      ]
    },
    {
      "page": "compareAUC",
      "title": "Calculate the area under the ROC curve (AUC)",
      "topics": [
        "compareAUC",
        "compareAUC,list-method",
        "compareAUC,PredictionList-method"
      ]
    },
    {
      "page": "crossTabulate",
      "title": "Cross tabulate land use transitions",
      "topics": [
        "crossTabulate",
        "crossTabulate,ObsLulcRasterStack,ANY-method",
        "crossTabulate,RasterLayer,RasterLayer-method"
      ]
    },
    {
      "page": "ExpVarRasterList",
      "title": "Create an ExpVarRasterList object",
      "topics": [
        "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"
      ]
    },
    {
      "page": "ExpVarRasterList-class",
      "title": "Class ExpVarRasterList",
      "topics": [
        "ExpVarRasterList-class"
      ]
    },
    {
      "page": "extractIndex",
      "title": "Extract by index",
      "topics": [
        "Extract by index",
        "[[,CategoryLabel,ANY,ANY-method",
        "[[,ExpVarRasterList,ANY,ANY-method"
      ]
    },
    {
      "page": "FigureOfMerit",
      "title": "Create a FigureOfMerit object",
      "topics": [
        "FigureOfMerit",
        "FigureOfMerit,RasterLayer-method",
        "FigureOfMerit,ThreeMapComparison-method"
      ]
    },
    {
      "page": "FigureOfMerit-class",
      "title": "Class FigureOfMerit",
      "topics": [
        "FigureOfMerit-class"
      ]
    },
    {
      "page": "getPredictiveModelInputData",
      "title": "Extract data to fit predictive models",
      "topics": [
        "getPredictiveModelInputData"
      ]
    },
    {
      "page": "Model-fitting",
      "title": "Fit predictive models",
      "topics": [
        "glmModels",
        "Model fitting",
        "randomForestModels",
        "rpartModels"
      ]
    },
    {
      "page": "Model-class",
      "title": "Virtual class Model",
      "topics": [
        "Model-class"
      ]
    },
    {
      "page": "NeighbRasterStack",
      "title": "Create a NeighbRasterStack object",
      "topics": [
        "NeighbRasterStack",
        "NeighbRasterStack,RasterLayer,ANY,NeighbRasterStack-method",
        "NeighbRasterStack,RasterLayer,list,ANY-method",
        "NeighbRasterStack,RasterLayer,matrix,ANY-method"
      ]
    },
    {
      "page": "NeighbRasterStack-class",
      "title": "Class NeighbRasterStack",
      "topics": [
        "NeighbRasterStack-class"
      ]
    },
    {
      "page": "ObsLulcRasterStack",
      "title": "Create an ObsLulcRasterStack object",
      "topics": [
        "ObsLulcRasterStack",
        "ObsLulcRasterStack,character,character-method",
        "ObsLulcRasterStack,list,character-method",
        "ObsLulcRasterStack,missing,character-method",
        "ObsLulcRasterStack,RasterLayer,ANY-method",
        "ObsLulcRasterStack,RasterStack,ANY-method"
      ]
    },
    {
      "page": "ObsLulcRasterStack-class",
      "title": "Class ObsLulcRasterStack",
      "topics": [
        "ObsLulcRasterStack-class"
      ]
    },
    {
      "page": "OrderedModel",
      "title": "Create an OrderedModel object",
      "topics": [
        "OrderedModel",
        "OrderedModel,ObsLulcRasterStack,ExpVarRasterList,PredictiveModelList-method"
      ]
    },
    {
      "page": "OrderedModel-class",
      "title": "Class OrderedModel",
      "topics": [
        "OrderedModel-class"
      ]
    },
    {
      "page": "partition",
      "title": "Partition raster data",
      "topics": [
        "partition"
      ]
    },
    {
      "page": "performance.rocr",
      "title": "Create ROCR performance objects",
      "topics": [
        "performance",
        "performance,list-method"
      ]
    },
    {
      "page": "PerformanceList",
      "title": "Create a PerformanceList object",
      "topics": [
        "PerformanceList"
      ]
    },
    {
      "page": "PerformanceList-class",
      "title": "Class PerformanceList",
      "topics": [
        "PerformanceList-class"
      ]
    },
    {
      "page": "pie",
      "title": "Land use change dataset for Plum Island Ecosystem",
      "topics": [
        "pie"
      ]
    },
    {
      "page": "plot",
      "title": "Plot method for objects based on Raster* data",
      "topics": [
        "plot",
        "plot,Model,ANY-method",
        "plot,ObsLulcRasterStack,ANY-method",
        "plot,ThreeMapComparison,ANY-method",
        "plot.Model",
        "plot.ObsLulcRasterStack",
        "plot.ThreeMapComparison"
      ]
    },
    {
      "page": "plot.AgreementBudget",
      "title": "Plot method for AgreementBudget objects",
      "topics": [
        "plot,AgreementBudget,ANY-method",
        "plot.AgreementBudget"
      ]
    },
    {
      "page": "plot.FigureOfMerit",
      "title": "Plot method for FigureOfMerit objects",
      "topics": [
        "plot,FigureOfMerit,ANY-method",
        "plot.FigureOfMerit"
      ]
    },
    {
      "page": "plot.PerformanceList",
      "title": "Plot method for PerformanceList objects",
      "topics": [
        "plot,list,ANY-method",
        "plot.PerformanceList"
      ]
    },
    {
      "page": "predict",
      "title": "Predict location suitability",
      "topics": [
        "predict,PredictiveModelList-method",
        "predict.PredictiveModelList"
      ]
    },
    {
      "page": "PredictionList",
      "title": "Create a PredictionList object",
      "topics": [
        "PredictionList"
      ]
    },
    {
      "page": "PredictionList-class",
      "title": "Class PredictionList",
      "topics": [
        "PredictionList-class"
      ]
    },
    {
      "page": "PredictiveModelList-class",
      "title": "Class PredictiveModelList",
      "topics": [
        "PredictiveModelList-class"
      ]
    },
    {
      "page": "resample",
      "title": "Resample maps in ExpVarRasterList object or list",
      "topics": [
        "resample,ExpVarRasterList,Raster-method",
        "resample,list,Raster-method"
      ]
    },
    {
      "page": "roundSum",
      "title": "Round elements in matrix or data.frame rows",
      "topics": [
        "roundSum"
      ]
    },
    {
      "page": "show-methods",
      "title": "Show",
      "topics": [
        "show,ExpVarRasterList-method",
        "show,Model-method",
        "show,PerformanceList-method",
        "show,PredictionList-method",
        "show,PredictiveModelList-method",
        "show,ThreeMapComparison-method"
      ]
    },
    {
      "page": "sibuyan",
      "title": "Land use change dataset for Sibuyan Island",
      "topics": [
        "sibuyan"
      ]
    },
    {
      "page": "subset-methods",
      "title": "Subset",
      "topics": [
        "subset,ExpVarRasterList-method",
        "subset,PerformanceList-method",
        "subset,PredictionList-method",
        "subset,PredictiveModelList-method"
      ]
    },
    {
      "page": "summary-methods",
      "title": "Summary",
      "topics": [
        "summary",
        "summary,ExpVarRasterList-method",
        "summary,Model-method",
        "summary,NeighbRasterStack-method",
        "summary,ObsLulcRasterStack-method",
        "summary,PredictiveModelList-method"
      ]
    },
    {
      "page": "ThreeMapComparison",
      "title": "Evaluate allocation performance with three maps",
      "topics": [
        "ThreeMapComparison",
        "ThreeMapComparison,Model,ANY,ANY-method",
        "ThreeMapComparison,RasterLayer,RasterLayer,RasterLayer-method"
      ]
    },
    {
      "page": "ThreeMapComparison-class",
      "title": "Class ThreeMapComparison",
      "topics": [
        "ThreeMapComparison-class"
      ]
    },
    {
      "page": "total",
      "title": "Total number of cells in a categorical Raster* object",
      "topics": [
        "total"
      ]
    }
  ],
  "_readme": "https://github.com/simonmoulds/lulcc/raw/HEAD/README.md",
  "_rundeps": [
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    "Rcpp",
    "RcppEigen",
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  "_nocasepkg": "lulcc",
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