{
  "_id": "6a102125acfb0bcc41c8be95",
  "Package": "SpatialVx",
  "Version": "1.0-3",
  "Date": "2024-11-26",
  "Title": "Spatial Forecast Verification",
  "Authors@R": "c(person(\"Eric\", \"Gilleland\", role = c(\"aut\", \"cre\" ), email = \"eric.gilleland@colostate.edu\" ),\nperson(\"Kim\", \"Elmore\", role = \"ctb\", email = \"kim.elmore@noaa.gov\" ),\nperson(\"Caren\", \"Marzban\", role = \"ctb\", email = \"marzban@stat.washington.edu\" ),\nperson(\"Matt\", \"Pocernich\", role = \"ctb\", email = \"matt_pocernich@hotmail.com\" ),\nperson(\"Gregor\", \"Skok\", role = \"ctb\", email = \"Gregor.Skok@fmf.uni-lj.si\" ) )",
  "Author": "Eric Gilleland [aut, cre], Kim Elmore [ctb], Caren Marzban\n[ctb], Matt Pocernich [ctb], Gregor Skok [ctb]",
  "Maintainer": "Eric Gilleland <eric.gilleland@colostate.edu>",
  "Description": "Spatial forecast verification refers to verifying weather\nforecasts when the verification set (forecast and observations)\nis on a spatial field, usually a high-resolution gridded\nspatial field.  Most of the functions here require the forecast\nand observed fields to be gridded and on the same grid. For a\nthorough review of most of the methods in this package, please\nsee Gilleland et al. (2009) <doi: 10.1175/2009WAF2222269.1> and\nfor a tutorial on some of the main functions available here,\nsee Gilleland (2022) <doi: 10.5065/4px3-5a05>.",
  "License": "GPL (>= 2)",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-14 05:45:15 UTC",
    "User": "root"
  },
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2024-11-26 23:00:17 UTC",
  "RemoteUrl": "https://github.com/cran/SpatialVx",
  "RemoteRef": "HEAD",
  "RemoteSha": "629e39f1437cda7c9587d0aae371b96026ead583",
  "MD5sum": "3546962826583b2fd64deabefe6b81dc",
  "_user": "cran",
  "_type": "src",
  "_file": "SpatialVx_1.0-3.tar.gz",
  "_fileid": "fe68f9efc997139a6a552fa6baad487647e4032599aeab65122f1a9edab88307",
  "_filesize": 3600013,
  "_sha256": "fe68f9efc997139a6a552fa6baad487647e4032599aeab65122f1a9edab88307",
  "_created": "2026-05-14T05:45:15.000Z",
  "_published": "2026-05-22T09:25:57.406Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77352392622,
      "time": 239,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "6988055870"
    },
    {
      "job": 77352392640,
      "time": 185,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6988045166"
    },
    {
      "job": 77352391332,
      "time": 198,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6988005157"
    },
    {
      "job": 77352391725,
      "time": 109,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7157221649"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/25844001956",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/SpatialVx",
  "_commit": {
    "id": "629e39f1437cda7c9587d0aae371b96026ead583",
    "author": "Eric Gilleland <eric.gilleland@colostate.edu>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.0-3\n",
    "time": 1732662017
  },
  "_maintainer": {
    "name": "Eric Gilleland",
    "email": "eric.gilleland@colostate.edu"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.1.0",
      "role": "Depends"
    },
    {
      "package": "spatstat",
      "version": ">= 2.0-0",
      "role": "Depends"
    },
    {
      "package": "fields",
      "version": ">= 6.8",
      "role": "Depends"
    },
    {
      "package": "smoothie",
      "role": "Depends"
    },
    {
      "package": "smatr",
      "role": "Depends"
    },
    {
      "package": "turboEM",
      "role": "Depends"
    },
    {
      "package": "spatstat.geom",
      "role": "Imports"
    },
    {
      "package": "spatstat.linnet",
      "role": "Imports"
    },
    {
      "package": "spatstat.model",
      "role": "Imports"
    },
    {
      "package": "distillery",
      "role": "Imports"
    },
    {
      "package": "maps",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "boot",
      "role": "Imports"
    },
    {
      "package": "CircStats",
      "role": "Imports"
    },
    {
      "package": "fastcluster",
      "role": "Imports"
    },
    {
      "package": "waveslim",
      "role": "Imports"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 2,
  "_contributors": [
    {
      "user": "ericgilleland",
      "count": 32,
      "uuid": 34106925
    }
  ],
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 259,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/SpatialVx"
  },
  "_searchresults": 73,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/SpatialVx.html",
    "manual.pdf"
  ],
  "_realowner": "cran",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.1-0",
      "date": "2011-11-19"
    },
    {
      "version": "0.1-1",
      "date": "2012-03-13"
    },
    {
      "version": "0.1-2",
      "date": "2012-06-06"
    },
    {
      "version": "0.1-3",
      "date": "2012-07-25"
    },
    {
      "version": "0.1-4",
      "date": "2012-09-28"
    },
    {
      "version": "0.1-5",
      "date": "2013-01-17"
    },
    {
      "version": "0.1-7",
      "date": "2013-10-21"
    },
    {
      "version": "0.1-8",
      "date": "2014-01-16"
    },
    {
      "version": "0.1-9",
      "date": "2014-01-30"
    },
    {
      "version": "0.2-0",
      "date": "2014-03-28"
    },
    {
      "version": "0.2-1",
      "date": "2014-05-13"
    },
    {
      "version": "0.2-2",
      "date": "2014-12-23"
    },
    {
      "version": "0.2-3",
      "date": "2015-05-19"
    },
    {
      "version": "0.2-4",
      "date": "2015-06-01"
    },
    {
      "version": "0.3",
      "date": "2015-12-18"
    },
    {
      "version": "0.4",
      "date": "2016-02-22"
    },
    {
      "version": "0.5",
      "date": "2016-10-12"
    },
    {
      "version": "0.6",
      "date": "2016-12-29"
    },
    {
      "version": "0.6-1",
      "date": "2017-03-02"
    },
    {
      "version": "0.6-2",
      "date": "2018-01-23"
    },
    {
      "version": "0.6-2.1",
      "date": "2018-05-08"
    },
    {
      "version": "0.6-3",
      "date": "2018-07-04"
    },
    {
      "version": "0.6-4",
      "date": "2019-01-04"
    },
    {
      "version": "0.6-5",
      "date": "2019-06-11"
    },
    {
      "version": "0.6-6",
      "date": "2020-07-26"
    },
    {
      "version": "0.7",
      "date": "2020-09-01"
    },
    {
      "version": "0.7-1",
      "date": "2020-11-24"
    },
    {
      "version": "0.8",
      "date": "2021-03-28"
    },
    {
      "version": "0.9",
      "date": "2022-01-27"
    },
    {
      "version": "1.0",
      "date": "2022-07-19"
    },
    {
      "version": "1.0-1",
      "date": "2022-11-08"
    },
    {
      "version": "1.0-2",
      "date": "2024-02-01"
    },
    {
      "version": "1.0-3",
      "date": "2024-11-26"
    }
  ],
  "_exports": [
    "aaft2d",
    "abserrloss",
    "ACC",
    "ACC.default",
    "ACC.SpatialVx",
    "Aindex",
    "Aindex.default",
    "Aindex.SpatialVx",
    "ampstats",
    "bearing",
    "binarizer",
    "calculate_dFSS",
    "calculate_fractions_from_enlarged_summed_field",
    "calculate_FSS_from_enlarged_summed_fields",
    "calculate_FSSvector_from_binary_fields",
    "calculate_FSSvector_from_enlarged_summed_fields",
    "calculate_FSSwind",
    "calculate_n05_using_bisection_from_the_summed_fields",
    "calculate_summed_field",
    "censqdelta",
    "centdist",
    "centmatch",
    "ci.FeatureTable",
    "CI.fun",
    "Cindex",
    "Cindex.default",
    "Cindex.SpatialVx",
    "CircleHistogram",
    "clusterer",
    "clusterer.default",
    "clusterer.SpatialVx",
    "combiner",
    "compositer",
    "compositer.combined",
    "compositer.features",
    "compositer.matched",
    "corrskill",
    "CSIsamples",
    "CSIsamples.default",
    "CSIsamples.SpatialVx",
    "datagrabber.features",
    "datagrabber.matched",
    "datagrabber.SpatialVx",
    "deltamm",
    "deltammOrig",
    "deltammSqCen",
    "detailer",
    "dF",
    "disjointer",
    "distill.FeatureComps",
    "distill.hiw",
    "distmapfun",
    "distmaploss",
    "distob",
    "EBS",
    "empiricalVG.lossdiff",
    "energizer",
    "enlarge_matrix",
    "equal.axis",
    "expvg",
    "expvgram",
    "FeatureAxis",
    "FeatureComps",
    "FeatureFinder",
    "FeatureMatchAnalyzer",
    "FeatureMatchAnalyzer.matched",
    "FeatureMatchAnalyzer.matched.centmatch",
    "FeatureMatchAnalyzer.matched.deltamm",
    "FeatureProps",
    "FeatureTable",
    "fft2d",
    "Fint2d",
    "fisherz",
    "flossdiff",
    "FQI",
    "fss2dfun",
    "fss2dPlot",
    "fuzzyjoint2dfun",
    "G2IL",
    "Gbeta",
    "GbetaIL",
    "GeoBoxPlot",
    "gmm2d",
    "gmm2d.default",
    "gmm2d.SpatialVx",
    "gmmEMstep",
    "gmmNegLogLik",
    "grads1",
    "grads2",
    "griddedVgram",
    "hist.OF",
    "hist.SpatialVx",
    "hiw",
    "hoods2d",
    "hoods2dPlot",
    "hoods2dPrep",
    "hoods2dSetUpLists",
    "imomenter",
    "imomenter.im",
    "imomenter.matrix",
    "initGMM",
    "inside",
    "interester",
    "is.sig",
    "iwarper",
    "KernelGradFUN",
    "LocListSetup",
    "locmeasures2d",
    "locmeasures2d.default",
    "locmeasures2d.SpatialVx",
    "locmeasures2dPrep",
    "locperf",
    "LocSig",
    "lossdiff",
    "lossdiff.default",
    "lossdiff.SpatialVx",
    "mae",
    "make.SpatialVx",
    "MakeClusterList",
    "makeEmptyWave",
    "makeWaveNames",
    "MCdof",
    "MergeForce",
    "MergeIdentifier",
    "metrV",
    "metrV.default",
    "metrV.SpatialVx",
    "Mij",
    "minboundmatch",
    "MinCvg2dfun",
    "mowaverify2d",
    "mowaverify2d.default",
    "mowaverify2d.SpatialVx",
    "multicon2dfun",
    "OF",
    "OF.default",
    "OF.SpatialVx",
    "optflow",
    "ORSS",
    "plot.clusterer",
    "plot.composited",
    "plot.CSIsamples",
    "plot.EBS",
    "plot.FeatureAxis",
    "plot.FeatureMatchAnalyzer",
    "plot.features",
    "plot.gmm2d",
    "plot.griddedVgram",
    "plot.hiw",
    "plot.hoods2d",
    "plot.iwarped",
    "plot.LocSig",
    "plot.lossdiff",
    "plot.matched",
    "plot.matchedMap",
    "plot.matchedNoMap",
    "plot.OF",
    "plot.pphindcast2d",
    "plot.rigided",
    "plot.saller",
    "plot.spatbiasFS",
    "plot.SpatialVx",
    "plot.SpatialVxMap",
    "plot.SpatialVxNoMap",
    "plot.structurogram",
    "plot.structurogram.matrix",
    "plot.summary.clusterer",
    "plot.summary.CSIsamples",
    "plot.summary.features",
    "plot.upscale2d",
    "plot.variographied",
    "plot.warped",
    "plot.warped.lonlat",
    "plot.waveIS",
    "plot.wavePurifyVx",
    "plot.wavePurifyVxFieldsMap",
    "plot.wavePurifyVxFieldsNoMap",
    "plot.wavePurifyVxStats",
    "plot.waverify2d",
    "pphindcast2d",
    "pragmatic2dfun",
    "predict.flossdiff.expvg",
    "predict.gmm2d",
    "print.clusterer",
    "print.CSIsamples",
    "print.FeatureMatchAnalyzer",
    "print.features",
    "print.FeatureTable",
    "print.flossdiff.expvg",
    "print.fqi",
    "print.G2IL",
    "print.Gbeta",
    "print.GbetaIL",
    "print.gmm2d",
    "print.hiw",
    "print.hoods2d",
    "print.imomented",
    "print.interester",
    "print.locmeasures2d",
    "print.lossdiff",
    "print.matched",
    "print.metrV",
    "print.OF",
    "print.pphindcast2d",
    "print.rigided",
    "print.saller",
    "print.SpatialVx",
    "print.summary.interester",
    "print.TheBigG",
    "print.upscale2d",
    "print.variographied",
    "print.warped",
    "print.waverify2d",
    "prinwarp",
    "Q",
    "QcorrRigid",
    "Qgauss",
    "QlossRigid",
    "Qnonzero",
    "rigider",
    "rigidTransform",
    "S1",
    "S1.default",
    "S1.SpatialVx",
    "saller",
    "shrinkgrid",
    "sig.cor.t",
    "sig.cor.Z",
    "sig.coverage",
    "Sindex",
    "Sindex.default",
    "Sindex.SpatialVx",
    "spatbiasFS",
    "spct",
    "sqerrloss",
    "structurogram",
    "structurogram.matrix",
    "summary.clusterer",
    "summary.CSIsamples",
    "summary.FeatureAxis",
    "summary.FeatureMatchAnalyzer",
    "summary.features",
    "summary.FeatureTable",
    "summary.fqi",
    "summary.gmm2d",
    "summary.hiw",
    "summary.interester",
    "summary.iwarped",
    "summary.locmeasures2d",
    "summary.lossdiff",
    "summary.matched",
    "summary.OF",
    "summary.rigided",
    "summary.saller",
    "summary.spatbiasFS",
    "summary.SpatialVx",
    "summary.warped",
    "summary.waveIS",
    "summary.wavePurifyVx",
    "surrogater2d",
    "TheBigG",
    "thresholder",
    "thresholder.default",
    "thresholder.SpatialVx",
    "ubalancer",
    "UIQI",
    "upscale2d",
    "upscale2dfun",
    "upscale2dPlot",
    "variogram.matrix",
    "variographier",
    "variographier.default",
    "variographier.SpatialVx",
    "vxstats",
    "warper",
    "warpingRadialBasis",
    "warpTps",
    "warpTpsConverter",
    "warpTpsMatrices",
    "waveIS",
    "waveIS.default",
    "waveIS.SpatialVx",
    "wavePurifyVx",
    "wavePurifyVx.default",
    "wavePurifyVx.SpatialVx",
    "waverify2d",
    "waverify2d.default",
    "waverify2d.SpatialVx"
  ],
  "_datasets": [
    {
      "name": "ExampleSpatialVxSet",
      "title": "Simulated Spatial Verification Set",
      "object": "ExampleSpatialVxSet",
      "file": "ExampleSpatialVxSet.rda",
      "class": [
        "list"
      ],
      "fields": [],
      "table": true,
      "tojson": true
    },
    {
      "name": "geom000",
      "title": "Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets",
      "object": "geom000",
      "file": "geom000.rda",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 601,
      "table": true,
      "tojson": true
    },
    {
      "name": "geom001",
      "title": "Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets",
      "object": "geom001",
      "file": "geom001.rda",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 601,
      "table": true,
      "tojson": true
    },
    {
      "name": "geom002",
      "title": "Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets",
      "object": "geom002",
      "file": "geom002.rda",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 601,
      "table": true,
      "tojson": true
    },
    {
      "name": "geom003",
      "title": "Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets",
      "object": "geom003",
      "file": "geom003.rda",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 601,
      "table": true,
      "tojson": true
    },
    {
      "name": "geom004",
      "title": "Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets",
      "object": "geom004",
      "file": "geom004.rda",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 601,
      "table": true,
      "tojson": true
    },
    {
      "name": "geom005",
      "title": "Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets",
      "object": "geom005",
      "file": "geom005.rda",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 601,
      "table": true,
      "tojson": true
    },
    {
      "name": "GFSNAMfcstEx",
      "title": "Example Verification Set",
      "object": "GFSNAMfcstEx",
      "file": "GFSNAMfcstEx.rda",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 361,
      "table": true,
      "tojson": true
    },
    {
      "name": "GFSNAMlocEx",
      "title": "Example Verification Set",
      "object": "GFSNAMlocEx",
      "file": "GFSNAMlocEx.rda",
      "class": [
        "matrix",
        "array"
      ],
      "fields": [
        "Lon",
        "Lat"
      ],
      "rows": 2352,
      "table": true,
      "tojson": true
    },
    {
      "name": "GFSNAMobsEx",
      "title": "Example Verification Set",
      "object": "GFSNAMobsEx",
      "file": "GFSNAMobsEx.rda",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 361,
      "table": true,
      "tojson": true
    },
    {
      "name": "hump",
      "title": "Simulated Forecast and Verification Fields",
      "object": "hump",
      "file": "hump.rda",
      "class": [
        "list"
      ],
      "fields": [],
      "table": true,
      "tojson": true
    },
    {
      "name": "ICPg240Locs",
      "title": "Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets",
      "object": "ICPg240Locs",
      "file": "ICPg240Locs.rda",
      "class": [
        "matrix",
        "array"
      ],
      "fields": [
        "lon",
        "lat"
      ],
      "rows": 301101,
      "table": true,
      "tojson": true
    },
    {
      "name": "obs0601",
      "title": "Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets",
      "object": "obs0601",
      "file": "obs0601.rda",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 601,
      "table": true,
      "tojson": true
    },
    {
      "name": "UKfcst6",
      "title": "Example Precipitation Rate Verification Set (NIMROD)",
      "object": "UKfcst6",
      "file": "UKfcst6.rda",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 256,
      "table": true,
      "tojson": true
    },
    {
      "name": "UKloc",
      "title": "Example Precipitation Rate Verification Set (NIMROD)",
      "object": "UKloc",
      "file": "UKloc.rda",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 65536,
      "table": true,
      "tojson": true
    },
    {
      "name": "UKobs6",
      "title": "Example Precipitation Rate Verification Set (NIMROD)",
      "object": "UKobs6",
      "file": "UKobs6.rda",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 256,
      "table": true,
      "tojson": true
    },
    {
      "name": "wrf4ncar0531",
      "title": "Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets",
      "object": "wrf4ncar0531",
      "file": "wrf4ncar0531.rda",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 601,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "SpatialVx-package",
      "title": "Spatial Forecast Verification",
      "topics": [
        "SpatialVx-package",
        "SpatialVx"
      ]
    },
    {
      "page": "abserrloss",
      "title": "Loss functions for the spatial prediction comparison test (SPCT)",
      "topics": [
        "abserrloss",
        "corrskill",
        "distmaploss",
        "sqerrloss"
      ]
    },
    {
      "page": "Aindex",
      "title": "Area Index",
      "topics": [
        "Aindex",
        "Aindex.default",
        "Aindex.SpatialVx"
      ]
    },
    {
      "page": "bearing",
      "title": "Bearing from One Spatial Location to Another",
      "topics": [
        "bearing"
      ]
    },
    {
      "page": "binarizer",
      "title": "Create Binary Fields",
      "topics": [
        "binarizer"
      ]
    },
    {
      "page": "calculate_dFSS",
      "title": "Calculate dFSS Score Value",
      "topics": [
        "calculate_dFSS"
      ]
    },
    {
      "page": "calculate_FSSvector_from_binary_fields",
      "title": "Calculate FSS Values",
      "topics": [
        "calculate_FSSvector_from_binary_fields"
      ]
    },
    {
      "page": "calculate_FSSwind",
      "title": "Calculate FSSwind Score Value",
      "topics": [
        "calculate_FSSwind"
      ]
    },
    {
      "page": "censqdelta",
      "title": "Centered on Square Domain Baddeley's Delta Metric",
      "topics": [
        "censqdelta"
      ]
    },
    {
      "page": "centdist",
      "title": "Centroid Distance Between Two Identified Objects",
      "topics": [
        "centdist"
      ]
    },
    {
      "page": "Cindex",
      "title": "Connectivity Index",
      "topics": [
        "Cindex",
        "Cindex.default",
        "Cindex.SpatialVx"
      ]
    },
    {
      "page": "CircleHistogram",
      "title": "Circular Histogram",
      "topics": [
        "CircleHistogram"
      ]
    },
    {
      "page": "clusterer",
      "title": "Cluster Analysis Verification",
      "topics": [
        "clusterer",
        "clusterer.default",
        "clusterer.SpatialVx",
        "plot.clusterer",
        "plot.summary.clusterer",
        "print.clusterer",
        "summary.clusterer"
      ]
    },
    {
      "page": "combiner",
      "title": "Combine Features/Matched Objects",
      "topics": [
        "combiner"
      ]
    },
    {
      "page": "compositer",
      "title": "Create Composite Features",
      "topics": [
        "compositer",
        "compositer.combined",
        "compositer.features",
        "compositer.matched",
        "plot.composited"
      ]
    },
    {
      "page": "CSIsamples",
      "title": "Forecast Verification with Cluster Analysis: The Variation",
      "topics": [
        "CSIsamples",
        "CSIsamples.default",
        "CSIsamples.SpatialVx",
        "plot.CSIsamples",
        "plot.summary.CSIsamples",
        "print.CSIsamples",
        "summary.CSIsamples"
      ]
    },
    {
      "page": "deltamm",
      "title": "Merge and/or Match Identified Features Within Two Fields",
      "topics": [
        "centmatch",
        "deltamm",
        "plot.matched",
        "print.matched",
        "summary.matched"
      ]
    },
    {
      "page": "disjointer",
      "title": "Identify Disjoint Sets of Connected Components",
      "topics": [
        "disjointer"
      ]
    },
    {
      "page": "EBS",
      "title": "Elmore, Baldwin and Schultz Method for Field Significance for Spatial Bias Errors",
      "topics": [
        "EBS",
        "plot.EBS"
      ]
    },
    {
      "page": "ExampleSpatialVxSet",
      "title": "Simulated Spatial Verification Set",
      "topics": [
        "ExampleSpatialVxSet"
      ]
    },
    {
      "page": "expvg",
      "title": "Exponential Variogram",
      "topics": [
        "expvg",
        "predict.flossdiff.expvg",
        "print.flossdiff.expvg"
      ]
    },
    {
      "page": "expvgram",
      "title": "Exponential Variogram",
      "topics": [
        "expvgram"
      ]
    },
    {
      "page": "FeatureAxis",
      "title": "Major and Minor Axes of a Feature",
      "topics": [
        "FeatureAxis",
        "plot.FeatureAxis",
        "summary.FeatureAxis"
      ]
    },
    {
      "page": "FeatureFinder",
      "title": "Threshold-based Feature Finder",
      "topics": [
        "FeatureFinder",
        "plot.features",
        "plot.summary.features",
        "print.features",
        "summary.features"
      ]
    },
    {
      "page": "FeatureMatchAnalyzer",
      "title": "Analyze Features of a Verification Set",
      "topics": [
        "distill.FeatureComps",
        "FeatureComps",
        "FeatureMatchAnalyzer",
        "FeatureMatchAnalyzer.matched.centmatch",
        "FeatureMatchAnalyzer.matched.deltamm",
        "plot.FeatureMatchAnalyzer",
        "print.FeatureMatchAnalyzer",
        "summary.FeatureMatchAnalyzer"
      ]
    },
    {
      "page": "FeatureProps",
      "title": "Single Feature Properties",
      "topics": [
        "FeatureProps"
      ]
    },
    {
      "page": "FeatureTable",
      "title": "Feature-Based Contingency Table",
      "topics": [
        "ci.FeatureTable",
        "FeatureTable",
        "print.FeatureTable",
        "summary.FeatureTable"
      ]
    },
    {
      "page": "Fint2d",
      "title": "2-d Interpolation",
      "topics": [
        "Fint2d"
      ]
    },
    {
      "page": "FQI",
      "title": "Forecast Quality Index",
      "topics": [
        "ampstats",
        "FQI",
        "print.fqi",
        "summary.fqi",
        "UIQI"
      ]
    },
    {
      "page": "fss2dfun",
      "title": "Various Verification Statistics on Possibly Neighborhood-Smoothed Fields.",
      "topics": [
        "fss2dfun",
        "fuzzyjoint2dfun",
        "MinCvg2dfun",
        "multicon2dfun",
        "pragmatic2dfun",
        "upscale2dfun"
      ]
    },
    {
      "page": "fss2dPlot",
      "title": "Create Several Graphics for List Objects Returned from hoods2d",
      "topics": [
        "fss2dPlot",
        "upscale2dPlot"
      ]
    },
    {
      "page": "Gbeta",
      "title": "Spatial-Alignment Summary Measures",
      "topics": [
        "G2IL",
        "Gbeta",
        "GbetaIL"
      ]
    },
    {
      "page": "GeoBoxPlot",
      "title": "Geographic Box Plot",
      "topics": [
        "GeoBoxPlot"
      ]
    },
    {
      "page": "GFSNAMfcstEx",
      "title": "Example Verification Set",
      "topics": [
        "GFSNAMfcstEx",
        "GFSNAMlocEx",
        "GFSNAMobsEx"
      ]
    },
    {
      "page": "gmm2d",
      "title": "2-d Gaussian Mixture Models Verification",
      "topics": [
        "gmm2d",
        "gmm2d.default",
        "gmm2d.SpatialVx",
        "plot.gmm2d",
        "predict.gmm2d",
        "print.gmm2d",
        "summary.gmm2d"
      ]
    },
    {
      "page": "griddedVgram",
      "title": "Variograms for a Gridded Verification Set",
      "topics": [
        "griddedVgram",
        "plot.griddedVgram"
      ]
    },
    {
      "page": "hiw",
      "title": "Spatial Forecast Verification Shape Analysis",
      "topics": [
        "distill.hiw",
        "hiw",
        "plot.hiw",
        "print.hiw",
        "summary.hiw"
      ]
    },
    {
      "page": "hoods2d",
      "title": "Neighborhood Verification Statistics for a Gridded Verification Set.",
      "topics": [
        "hoods2d",
        "plot.hoods2d",
        "print.hoods2d"
      ]
    },
    {
      "page": "hoods2dPlot",
      "title": "Quilt Plot and a Matrix Plot.",
      "topics": [
        "hoods2dPlot"
      ]
    },
    {
      "page": "hump",
      "title": "Simulated Forecast and Verification Fields",
      "topics": [
        "hump"
      ]
    },
    {
      "page": "imomenter",
      "title": "Image Moments",
      "topics": [
        "imomenter",
        "imomenter.im",
        "imomenter.matrix",
        "print.imomented"
      ]
    },
    {
      "page": "interester",
      "title": "Feature Interest",
      "topics": [
        "interester",
        "print.interester",
        "summary.interester"
      ]
    },
    {
      "page": "iwarper",
      "title": "Image Warping By Hand",
      "topics": [
        "iwarper"
      ]
    },
    {
      "page": "locmeasures2d",
      "title": "Binary Image Measures",
      "topics": [
        "locmeasures2d",
        "locmeasures2d.default",
        "locmeasures2d.SpatialVx",
        "print.locmeasures2d",
        "summary.locmeasures2d"
      ]
    },
    {
      "page": "locperf",
      "title": "Localization Performance Measures",
      "topics": [
        "distmapfun",
        "distob",
        "locperf"
      ]
    },
    {
      "page": "LocSig",
      "title": "Temporal Block Bootstrap Keeping Locations in Space Constant",
      "topics": [
        "LocSig",
        "plot.LocSig"
      ]
    },
    {
      "page": "lossdiff",
      "title": "Test for Equal Predictive Ability on Average Over a Regularly Gridded Space",
      "topics": [
        "empiricalVG.lossdiff",
        "flossdiff",
        "lossdiff",
        "lossdiff.default",
        "lossdiff.SpatialVx",
        "plot.lossdiff",
        "print.lossdiff",
        "summary.lossdiff"
      ]
    },
    {
      "page": "make.SpatialVx",
      "title": "Spatial Verification Sets - SpatialVx Object",
      "topics": [
        "hist.SpatialVx",
        "make.SpatialVx",
        "plot.SpatialVx",
        "print.SpatialVx",
        "summary.SpatialVx"
      ]
    },
    {
      "page": "MCdof",
      "title": "Monte Carlo Degrees of Freedom",
      "topics": [
        "fisherz",
        "MCdof",
        "sig.cor.t",
        "sig.cor.Z"
      ]
    },
    {
      "page": "MergeForce",
      "title": "Force Merges in Matched Feature Objects",
      "topics": [
        "MergeForce"
      ]
    },
    {
      "page": "metrV",
      "title": "Binary Location Metric Proposed in Zhu et al. (2011)",
      "topics": [
        "metrV",
        "metrV.default",
        "metrV.SpatialVx",
        "print.metrV"
      ]
    },
    {
      "page": "Mij",
      "title": "Raw Image Moments.",
      "topics": [
        "Mij"
      ]
    },
    {
      "page": "minboundmatch",
      "title": "Minimum Boundary Separation Feature Matching",
      "topics": [
        "minboundmatch"
      ]
    },
    {
      "page": "datasets",
      "title": "Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets",
      "topics": [
        "geom000",
        "geom001",
        "geom002",
        "geom003",
        "geom004",
        "geom005",
        "ICPg240Locs",
        "obs0601",
        "wrf4ncar0531"
      ]
    },
    {
      "page": "OF",
      "title": "Optical Flow Verification",
      "topics": [
        "hist.OF",
        "OF",
        "OF.default",
        "OF.SpatialVx",
        "plot.OF",
        "print.OF",
        "summary.OF"
      ]
    },
    {
      "page": "optflow",
      "title": "Optical Flow",
      "topics": [
        "optflow"
      ]
    },
    {
      "page": "pphindcast2d",
      "title": "Practically Perfect Hindcast Neighborhood Verification Method",
      "topics": [
        "plot.pphindcast2d",
        "pphindcast2d",
        "print.pphindcast2d"
      ]
    },
    {
      "page": "rigider",
      "title": "Rigid Transformation",
      "topics": [
        "plot.rigided",
        "print.rigided",
        "rigider",
        "rigidTransform",
        "summary.rigided"
      ]
    },
    {
      "page": "S1",
      "title": "S1 Score, Anomaly Correlation",
      "topics": [
        "ACC",
        "ACC.default",
        "ACC.SpatialVx",
        "S1",
        "S1.default",
        "S1.SpatialVx"
      ]
    },
    {
      "page": "saller",
      "title": "Feature-based Analysis of a Field (Image)",
      "topics": [
        "print.saller",
        "saller",
        "summary.saller"
      ]
    },
    {
      "page": "Sindex",
      "title": "Shape Index",
      "topics": [
        "Sindex",
        "Sindex.default",
        "Sindex.SpatialVx"
      ]
    },
    {
      "page": "spatbiasFS",
      "title": "Field Significance Method of Elmore et al. (2006)",
      "topics": [
        "plot.spatbiasFS",
        "spatbiasFS",
        "summary.spatbiasFS"
      ]
    },
    {
      "page": "spct",
      "title": "Spatial Prediction Comparison Test",
      "topics": [
        "spct"
      ]
    },
    {
      "page": "structurogram",
      "title": "Structure Function for Non-Gridded Spatial Fields.",
      "topics": [
        "plot.structurogram",
        "structurogram"
      ]
    },
    {
      "page": "structurogram.matrix",
      "title": "Structure Function for Gridded Fields",
      "topics": [
        "plot.structurogram.matrix",
        "structurogram.matrix"
      ]
    },
    {
      "page": "surrogater2d",
      "title": "Create Surrogate Fields",
      "topics": [
        "aaft2d",
        "fft2d",
        "mae",
        "surrogater2d"
      ]
    },
    {
      "page": "TheBigG",
      "title": "The Spatial Alignment Summary Measure Called G",
      "topics": [
        "TheBigG"
      ]
    },
    {
      "page": "thresholder",
      "title": "Apply a Threshold to a Field",
      "topics": [
        "thresholder",
        "thresholder.default",
        "thresholder.SpatialVx"
      ]
    },
    {
      "page": "UKobs6",
      "title": "Example Precipitation Rate Verification Set (NIMROD)",
      "topics": [
        "UKfcst6",
        "UKloc",
        "UKobs6"
      ]
    },
    {
      "page": "upscale2d",
      "title": "Upscaling Neighborhood Verification on a 2-d Verification Set",
      "topics": [
        "plot.upscale2d",
        "print.upscale2d",
        "upscale2d"
      ]
    },
    {
      "page": "variographier",
      "title": "Variography Score",
      "topics": [
        "variographier",
        "variographier.default",
        "variographier.SpatialVx"
      ]
    },
    {
      "page": "vxstats",
      "title": "Some Common Traditional Forecast Verification Statistics.",
      "topics": [
        "vxstats"
      ]
    },
    {
      "page": "warper",
      "title": "Image Warp",
      "topics": [
        "warper"
      ]
    },
    {
      "page": "waveIS",
      "title": "Intensity Scale (IS) Verification",
      "topics": [
        "plot.waveIS",
        "summary.waveIS",
        "waveIS",
        "waveIS.default",
        "waveIS.SpatialVx"
      ]
    },
    {
      "page": "wavePurifyVx",
      "title": "Apply Traditional Forecast Verification After Wavelet Denoising",
      "topics": [
        "plot.wavePurifyVx",
        "summary.wavePurifyVx",
        "wavePurifyVx",
        "wavePurifyVx.default",
        "wavePurifyVx.SpatialVx"
      ]
    },
    {
      "page": "waverify2d",
      "title": "High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition",
      "topics": [
        "mowaverify2d",
        "mowaverify2d.default",
        "mowaverify2d.SpatialVx",
        "plot.waverify2d",
        "print.waverify2d",
        "waverify2d",
        "waverify2d.default",
        "waverify2d.SpatialVx"
      ]
    }
  ],
  "_rundeps": [
    "abind",
    "boot",
    "CircStats",
    "codetools",
    "deldir",
    "distillery",
    "doParallel",
    "dotCall64",
    "fastcluster",
    "fields",
    "foreach",
    "goftest",
    "iterators",
    "lattice",
    "maps",
    "MASS",
    "Matrix",
    "MatrixModels",
    "mgcv",
    "multitaper",
    "nlme",
    "numDeriv",
    "polyclip",
    "quantreg",
    "RColorBrewer",
    "Rcpp",
    "rpart",
    "smatr",
    "smoothie",
    "spam",
    "SparseM",
    "spatstat",
    "spatstat.data",
    "spatstat.explore",
    "spatstat.geom",
    "spatstat.linnet",
    "spatstat.model",
    "spatstat.random",
    "spatstat.sparse",
    "spatstat.univar",
    "spatstat.utils",
    "survival",
    "tensor",
    "turboEM",
    "viridisLite",
    "waveslim"
  ],
  "_score": 2.164352855784437,
  "_indexed": true,
  "_nocasepkg": "spatialvx",
  "_universes": [
    "cran"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0-3",
      "date": "2026-05-14T05:48:28.000Z",
      "distro": "noble",
      "commit": "629e39f1437cda7c9587d0aae371b96026ead583",
      "fileid": "11949e8c35fee099b9ca202a506c435d5271c41d4a5acae70e28c560f4637119",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/25844001956"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.0-3",
      "date": "2026-05-14T05:47:41.000Z",
      "distro": "noble",
      "commit": "629e39f1437cda7c9587d0aae371b96026ead583",
      "fileid": "9865b077be2453c532fe01f6e82ad0efda5af80bdc9b901101d384b34e89c0c3",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/25844001956"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0-3",
      "date": "2026-05-22T09:25:41.000Z",
      "commit": "629e39f1437cda7c9587d0aae371b96026ead583",
      "fileid": "99e9fb66d11acf84a93c38913e2099e489909cfa122a08e818f73b120ae0d93c",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/25844001956"
    }
  ]
}