SpatialVx: Spatial Forecast Verification

Spatial forecast verification arose from verifying high-resolution forecasts, where coarser-resolution models generally are favored even when a human forecaster finds the higher-resolution model to be considerably better. Most newly proposed methods, which largely come from image analysis, computer vision, and similar, are available, with more on the way.

AuthorEric Gilleland <EricG@ucar.edu>
Date of publication2016-12-30 00:13:40
MaintainerEric Gilleland <EricG@ucar.edu>
LicenseGPL (>= 2)
Version0.6
http://www.ral.ucar.edu/projects/icp/SpatialVx

View on CRAN

Man pages

abserrloss: Loss functions for the spatial prediction comparison test...

Aindex: Area Index

bearing: Bearing from One Spatial Location to Another

centdist: Centroid Distance Between Two Identified Objects

Cindex: Connectivity Index

clusterer: Cluster Analysis Verification

combiner: Combine Features/Matched Objects

compositer: Create Composite Features

craer: Contiguous Rain Area

CSIsamples: Forecast Verification with Cluster Analysis: The Variation

datasets: Spatial Forecast Verification Methods Inter-Comparison...

deltamm: Merge and/or Match Identified Features Within Two Fields

disjointer: Identify Disjoint Sets of Connected Components

EBS: Elmore, Baldwin and Schultz Method for Field Significance for...

ExampleSpatialVxSet: Simulated Spatial Verification Set

expvg: Exponential Variogram

expvgram: Exponential Variogram

FeatureAxis: Major and Minor Axes of a Feature

FeatureFinder: Threshold-based Feature Finder

FeatureMatchAnalyzer: Analyze Features of a Verification Set

FeatureProps: Single Feature Properties

FeatureTable: Feature-Based Contingency Table

Fint2d: 2-d Interpolation

FQI: Forecast Quality Index

fss2dfun: Various Verification Statistics on Possibly...

fss2dPlot: Create Several Graphics for List Objects Returned from...

GeoBoxPlot: Geographic Box Plot

GFSNAMfcstEx: Example Verification Set

gmm2d: 2-d Gaussian Mixture Models Verification

griddedVgram: Variograms for a Gridded Verification Set

hiw: Spatial Forecast Verification Shape Analysis

hoods2d: Neighborhood Verification Statistics for a Gridded...

hoods2dPlot: Quilt Plot and a Matrix Plot.

hump: Simulated Forecast and Verification Fields

imomenter: Image Moments

interester: Feature Interest

locmeasures2d: Binary Image Measures

locperf: Localization Performance Measures

LocSig: Temporal Block Bootstrap Keeping Locations in Space Constant

lossdiff: Test for Equal Predictive Ability on Average Over a Regularly...

make.SpatialVx: Spatial Verification Sets - SpatialVx Object

MCdof: Monte Carlo Degrees of Freedom

MergeForce: Force Merges in Matched Feature Objects

metrV: Binary Location Metric Proposed in Zhu et al. (2011)

Mij: Raw Image Moments.

minboundmatch: Minimum Boundary Separation Feature Matching

OF: Optical Flow Verification

optflow: Optical Flow

pphindcast2d: Practically Perfect Hindcast Neighborhood Verification Method

rigider: Rigid Transformation

S1: S1 Score, Anomaly Correlation

saller: Feature-based Analysis of a Field (Image)

Sindex: Shape Index

spatbiasFS: Field Significance Method of Elmore et al. (2006)

SpatialVx-internal: Internal functions for the SpatialVx package

SpatialVx-package: Spatial Forecast Verification

spct: Spatial Prediction Comparison Test

structurogram: Structure Function for Non-Gridded Spatial Fields.

structurogram.matrix: Structure Function for Gridded Fields

surrogater2d: Create Surrogate Fields

thresholder: Apply a Threshold to a Field

UKobs6: Example Precipitation Rate Verification Set (NIMROD)

upscale2d: Upscaling Neighborhood Verification on a 2-d Verification Set

vxstats: Some Common Traditional Forecast Verification Statistics.

waveIS: Intensity Scale (IS) Verification

wavePurifyVx: Apply Traditional Forecast Verification After Wavelet...

waverify2d: High-Resolution Gridded Forecast Verification Using Discrete...

Files in this package

SpatialVx
SpatialVx/NAMESPACE
SpatialVx/data
SpatialVx/data/wrf4ncep0425.rda
SpatialVx/data/pert003.rda
SpatialVx/data/wrf2caps0425.rda
SpatialVx/data/pert002.rda
SpatialVx/data/wrf4ncar0524.rda
SpatialVx/data/geom005.rda
SpatialVx/data/wrf4ncar0603.rda
SpatialVx/data/UKobs6.rda
SpatialVx/data/UKfcst6.rda
SpatialVx/data/wrf4ncep0602.rda
SpatialVx/data/wrf4ncar0602.rda
SpatialVx/data/wrf4ncep0524.rda
SpatialVx/data/pert007.rda
SpatialVx/data/wrf4ncar0518.rda
SpatialVx/data/wrf4ncep0512.rda
SpatialVx/data/wrf4ncep0517.rda
SpatialVx/data/obs0513.rda
SpatialVx/data/wrf2caps0531.rda
SpatialVx/data/ExampleSpatialVxSet.rda
SpatialVx/data/wrf2caps0513.rda
SpatialVx/data/obs0519.rda
SpatialVx/data/wrf2caps0602.rda
SpatialVx/data/pert001.rda
SpatialVx/data/wrf4ncar0513.rda
SpatialVx/data/obs0604.rda
SpatialVx/data/pert006.rda
SpatialVx/data/obs0518.rda
SpatialVx/data/pert004.rda
SpatialVx/data/wrf4ncep0513.rda
SpatialVx/data/wrf2caps0524.rda
SpatialVx/data/GFSNAMfcstEx.rda
SpatialVx/data/wrf4ncep0518.rda
SpatialVx/data/geom002.rda
SpatialVx/data/wrf4ncar0425.rda
SpatialVx/data/geom004.rda
SpatialVx/data/wrf2caps0518.rda
SpatialVx/data/geom003.rda
SpatialVx/data/wrf4ncar0517.rda
SpatialVx/data/pert000.rda
SpatialVx/data/geom000.rda
SpatialVx/data/UKloc.rda
SpatialVx/data/datalist
SpatialVx/data/hump.rda
SpatialVx/data/geom001.rda
SpatialVx/data/wrf4ncar0531.rda
SpatialVx/data/obs0601.rda
SpatialVx/data/wrf2caps0517.rda
SpatialVx/data/obs0603.rda
SpatialVx/data/wrf4ncar0512.rda
SpatialVx/data/wrf2caps0603.rda
SpatialVx/data/GFSNAMobsEx.rda
SpatialVx/data/wrf4ncep0603.rda
SpatialVx/data/obs0426.rda
SpatialVx/data/wrf4ncep0531.rda
SpatialVx/data/obs0514.rda
SpatialVx/data/obs0525.rda
SpatialVx/data/wrf2caps0512.rda
SpatialVx/data/ICPg240Locs.rda
SpatialVx/data/pert005.rda
SpatialVx/data/GFSNAMlocEx.rda
SpatialVx/R
SpatialVx/R/interester.R SpatialVx/R/minboundmatch.R SpatialVx/R/Geom.R SpatialVx/R/imomenter.R SpatialVx/R/gmm.R SpatialVx/R/Features.R SpatialVx/R/FeatureFinder.R SpatialVx/R/functionals.R SpatialVx/R/OF.R SpatialVx/R/QlossRigid.R SpatialVx/R/Misc.R SpatialVx/R/CA.R SpatialVx/R/SigFuns.R SpatialVx/R/spct.R SpatialVx/R/rigider.R SpatialVx/R/plot.matched.R SpatialVx/R/Fint2d.R SpatialVx/R/wavePurifyVx.R SpatialVx/R/MergeForce.R SpatialVx/R/DataObjects.R SpatialVx/R/FeatureTable.R SpatialVx/R/LocMeasures.R SpatialVx/R/Hoods2d.R SpatialVx/R/deltamm.R SpatialVx/R/hiw.R SpatialVx/R/Vgrams.R SpatialVx/R/craer.R SpatialVx/R/combiner.R SpatialVx/R/compositer.R SpatialVx/R/waveIS.R SpatialVx/R/waverify.R
SpatialVx/MD5
SpatialVx/DESCRIPTION
SpatialVx/man
SpatialVx/man/UKobs6.Rd SpatialVx/man/FeatureTable.Rd SpatialVx/man/GeoBoxPlot.Rd SpatialVx/man/ExampleSpatialVxSet.Rd SpatialVx/man/optflow.Rd SpatialVx/man/FQI.Rd SpatialVx/man/upscale2d.Rd SpatialVx/man/minboundmatch.Rd SpatialVx/man/MergeForce.Rd SpatialVx/man/SpatialVx-package.Rd SpatialVx/man/Sindex.Rd SpatialVx/man/OF.Rd SpatialVx/man/deltamm.Rd SpatialVx/man/gmm2d.Rd SpatialVx/man/waveIS.Rd SpatialVx/man/structurogram.matrix.Rd SpatialVx/man/lossdiff.Rd SpatialVx/man/fss2dPlot.Rd SpatialVx/man/expvgram.Rd SpatialVx/man/FeatureProps.Rd SpatialVx/man/datasets.Rd SpatialVx/man/bearing.Rd SpatialVx/man/pphindcast2d.Rd SpatialVx/man/thresholder.Rd SpatialVx/man/compositer.Rd SpatialVx/man/hoods2d.Rd SpatialVx/man/imomenter.Rd SpatialVx/man/Fint2d.Rd SpatialVx/man/griddedVgram.Rd SpatialVx/man/combiner.Rd SpatialVx/man/FeatureAxis.Rd SpatialVx/man/FeatureMatchAnalyzer.Rd SpatialVx/man/spct.Rd SpatialVx/man/Aindex.Rd SpatialVx/man/expvg.Rd SpatialVx/man/wavePurifyVx.Rd SpatialVx/man/LocSig.Rd SpatialVx/man/interester.Rd SpatialVx/man/S1.Rd SpatialVx/man/FeatureFinder.Rd SpatialVx/man/rigider.Rd SpatialVx/man/saller.Rd SpatialVx/man/fss2dfun.Rd SpatialVx/man/make.SpatialVx.Rd SpatialVx/man/EBS.Rd SpatialVx/man/waverify2d.Rd SpatialVx/man/craer.Rd SpatialVx/man/MCdof.Rd SpatialVx/man/abserrloss.Rd SpatialVx/man/locmeasures2d.Rd SpatialVx/man/locperf.Rd SpatialVx/man/surrogater2d.Rd SpatialVx/man/centdist.Rd SpatialVx/man/Mij.Rd SpatialVx/man/hump.Rd SpatialVx/man/spatbiasFS.Rd SpatialVx/man/structurogram.Rd SpatialVx/man/disjointer.Rd SpatialVx/man/clusterer.Rd SpatialVx/man/GFSNAMfcstEx.Rd SpatialVx/man/Cindex.Rd SpatialVx/man/metrV.Rd SpatialVx/man/vxstats.Rd SpatialVx/man/CSIsamples.Rd SpatialVx/man/hoods2dPlot.Rd SpatialVx/man/hiw.Rd SpatialVx/man/SpatialVx-internal.Rd

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