SpatialVx: Spatial Forecast Verification
Version 0.6-1

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 publication2017-03-02 08:09:21
MaintainerEric Gilleland <EricG@ucar.edu>
LicenseGPL (>= 2)
Version0.6-1
URL http://www.ral.ucar.edu/projects/icp/SpatialVx
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("SpatialVx")

Getting started

Package overview

Popular man pages

compositer: Create Composite Features
craer: Contiguous Rain Area
EBS: Elmore, Baldwin and Schultz Method for Field Significance for...
MergeForce: Force Merges in Matched Feature Objects
optflow: Optical Flow
SpatialVx-package: Spatial Forecast Verification
variographier: Variography Score
See all...

All man pages Function index File listing

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
variographier: Variography Score
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...

Functions

ACC Man page Source code
ACC.SpatialVx Man page Source code
ACC.default Man page Source code
Aindex Man page Source code
Aindex.SpatialVx Man page Source code
Aindex.default Man page Source code
CI.fun Man page Source code
CSIsamples Man page Source code
CSIsamples.SpatialVx Man page Source code
CSIsamples.default Man page Source code
Cindex Man page Source code
Cindex.SpatialVx Man page Source code
Cindex.default Man page Source code
EBS Man page Source code
ExampleSpatialVxSet Man page
FQI Man page Source code
FeatureAxis Man page Source code
FeatureComps Man page Source code
FeatureFinder Man page Source code
FeatureMatchAnalyzer Man page Source code
FeatureMatchAnalyzer.matched Man page Source code
FeatureMatchAnalyzer.matched.centmatch Man page Source code
FeatureMatchAnalyzer.matched.deltamm Man page Source code
FeatureProps Man page Source code
FeatureTable Man page Source code
Fint2d Man page Source code
GFSNAMfcstEx Man page
GFSNAMlocEx Man page
GFSNAMobsEx Man page
GeoBoxPlot Man page Source code
ICPg240Locs Man page
KernelGradFUN Man page Source code
LocListSetup Man page Source code
LocSig Man page Source code
MCdof Man page Source code
MakeClusterList Man page Source code
MergeForce Man page Source code
MergeIdentifier Man page Source code
Mij Man page Source code
MinCvg2dfun Man page Source code
OF Man page Source code
OF.SpatialVx Man page Source code
OF.default Man page Source code
ORSS Man page Source code
QcorrRigid Man page Source code
QlossRigid Man page Source code
S1 Man page Source code
S1.SpatialVx Man page Source code
S1.default Man page Source code
Sindex Man page Source code
Sindex.SpatialVx Man page Source code
Sindex.default Man page Source code
SpatialVx Man page
SpatialVx-package Man page
UIQI Man page Source code
UKfcst6 Man page
UKloc Man page
UKobs6 Man page
aaft2d Man page Source code
abserrloss Man page Source code
ampstats Man page Source code
bearing Man page Source code
centdist Man page Source code
centmatch Man page Source code
ci.FeatureTable Man page Source code
clusterer Man page Source code
clusterer.SpatialVx Man page Source code
clusterer.default Man page Source code
combiner Man page Source code
compositer Man page Source code
compositer.combined Man page Source code
compositer.features Man page Source code
compositer.matched Man page Source code
corrskill Man page Source code
craer Man page Source code
datagrabber Man page
datagrabber.SpatialVx Man page Source code
datagrabber.features Man page Source code
datagrabber.matched Man page Source code
deltamm Man page Source code
detailer Man page Source code
disjointer Man page Source code
distill.FeatureComps Man page Source code
distill.hiw Man page Source code
distmapfun Man page Source code
distmaploss Man page Source code
distob Man page Source code
empiricalVG.lossdiff Man page Source code
energizer Man page Source code
expvg Man page Source code
expvgram Man page Source code
fft2d Man page Source code
fisherz Man page Source code
flossdiff Man page Source code
fss2dPlot Man page Source code
fss2dfun Man page Source code
fuzzyjoint2dfun Man page Source code
geom000 Man page
geom001 Man page
geom002 Man page
geom003 Man page
geom004 Man page
geom005 Man page
gmm2d Man page Source code
gmm2d.SpatialVx Man page Source code
gmm2d.default Man page Source code
gmmEMstep Man page Source code
gmmNegLogLik Man page Source code
grads1 Man page Source code
grads2 Man page Source code
griddedVgram Man page Source code
hist.OF Man page Source code
hist.SpatialVx Man page Source code
hiw Man page Source code
hoods2d Man page Source code
hoods2dPlot Man page Source code
hoods2dPrep Man page Source code
hoods2dSetUpLists Man page Source code
hump Man page
imomenter Man page Source code
imomenter.im Man page Source code
imomenter.matrix Man page Source code
initGMM Man page Source code
inside Man page Source code
interester Man page Source code
is.sig Man page Source code
locmeasures2d Man page Source code
locmeasures2d.SpatialVx Man page Source code
locmeasures2d.default Man page Source code
locmeasures2dPrep Man page Source code
locperf Man page Source code
lossdiff Man page Source code
lossdiff.SpatialVx Man page Source code
lossdiff.default Man page Source code
mae Man page Source code
make.SpatialVx Man page Source code
makeEmptyWave Man page Source code
makeWaveNames Man page Source code
metrV Man page Source code
metrV.SpatialVx Man page Source code
metrV.default Man page Source code
minboundmatch Man page Source code
mowaverify2d Man page Source code
mowaverify2d.SpatialVx Man page Source code
mowaverify2d.default Man page Source code
multicon2dfun Man page Source code
obs0426 Man page
obs0513 Man page
obs0514 Man page
obs0518 Man page
obs0519 Man page
obs0525 Man page
obs0601 Man page
obs0603 Man page
obs0604 Man page
optflow Man page Source code
pert000 Man page
pert001 Man page
pert002 Man page
pert003 Man page
pert004 Man page
pert005 Man page
pert006 Man page
pert007 Man page
plot.CSIsamples Man page Source code
plot.EBS Man page Source code
plot.FeatureAxis Man page Source code
plot.FeatureMatchAnalyzer Man page Source code
plot.LocSig Man page Source code
plot.OF Man page Source code
plot.SpatialVx Man page Source code
plot.SpatialVxMap Man page Source code
plot.SpatialVxNoMap Man page Source code
plot.clusterer Man page Source code
plot.composited Man page Source code
plot.features Man page Source code
plot.gmm2d Man page Source code
plot.griddedVgram Man page Source code
plot.hiw Man page Source code
plot.hoods2d Man page Source code
plot.lossdiff Man page Source code
plot.matched Man page Source code
plot.matchedMap Man page Source code
plot.matchedNoMap Man page Source code
plot.pphindcast2d Man page Source code
plot.rigided Man page Source code
plot.saller Man page Source code
plot.spatbiasFS Man page Source code
plot.structurogram Man page Source code
plot.structurogram.matrix Man page Source code
plot.summary.CSIsamples Man page Source code
plot.summary.clusterer Man page Source code
plot.summary.features Man page Source code
plot.upscale2d Man page Source code
plot.variographied Man page Source code
plot.waveIS Man page Source code
plot.wavePurifyVx Man page Source code
plot.wavePurifyVxFieldsMap Man page Source code
plot.wavePurifyVxFieldsNoMap Man page Source code
plot.wavePurifyVxStats Man page Source code
plot.waverify2d Man page Source code
pphindcast2d Man page Source code
pragmatic2dfun Man page Source code
predict.flossdiff.expvg Man page Source code
predict.gmm2d Man page Source code
print.CSIsamples Man page Source code
print.FeatureMatchAnalyzer Man page Source code
print.FeatureTable Man page Source code
print.OF Man page Source code
print.SpatialVx Man page Source code
print.clusterer Man page Source code
print.craered Man page Source code
print.features Man page Source code
print.flossdiff.expvg Man page Source code
print.fqi Man page Source code
print.gmm2d Man page Source code
print.hiw Man page Source code
print.hoods2d Man page Source code
print.imomented Man page Source code
print.interester Man page Source code
print.locmeasures2d Man page Source code
print.lossdiff Man page Source code
print.matched Man page Source code
print.metrV Man page Source code
print.pphindcast2d Man page Source code
print.rigided Man page Source code
print.saller Man page Source code
print.summary.interester Man page Source code
print.upscale2d Man page Source code
print.variographied Man page Source code
print.waverify2d Man page Source code
rigidTransform Man page Source code
rigider Man page Source code
saller Man page Source code
shrinkgrid Man page Source code
sig.cor.Z Man page Source code
sig.cor.t Man page Source code
sig.coverage Man page Source code
spatbiasFS Man page Source code
spct Man page Source code
sqerrloss Man page Source code
structurogram Man page Source code
structurogram.matrix Man page Source code
summary.CSIsamples Man page Source code
summary.FeatureAxis Man page Source code
summary.FeatureMatchAnalyzer Man page Source code
summary.FeatureTable Man page Source code
summary.OF Man page Source code
summary.SpatialVx Man page Source code
summary.clusterer Man page Source code
summary.features Man page Source code
summary.fqi Man page Source code
summary.gmm2d Man page Source code
summary.hiw Man page Source code
summary.interester Man page Source code
summary.locmeasures2d Man page Source code
summary.lossdiff Man page Source code
summary.matched Man page Source code
summary.rigided Man page Source code
summary.saller Man page Source code
summary.spatbiasFS Man page Source code
summary.waveIS Man page Source code
summary.wavePurifyVx Man page Source code
surrogater2d Man page Source code
thresholder Man page Source code
thresholder.SpatialVx Man page Source code
thresholder.default Man page Source code
upscale2d Man page Source code
upscale2dPlot Man page Source code
upscale2dfun Man page Source code
variogram.matrix Man page Source code
variographier Man page Source code
variographier.SpatialVx Man page Source code
variographier.default Man page Source code
vxstats Man page Source code
waveIS Man page Source code
waveIS.SpatialVx Man page Source code
waveIS.default Man page Source code
wavePurifyVx Man page Source code
wavePurifyVx.SpatialVx Man page Source code
wavePurifyVx.default Man page Source code
waverify2d Man page Source code
waverify2d.SpatialVx Man page Source code
waverify2d.default Man page Source code
wrf2caps0425 Man page
wrf2caps0512 Man page
wrf2caps0513 Man page
wrf2caps0517 Man page
wrf2caps0518 Man page
wrf2caps0524 Man page
wrf2caps0531 Man page
wrf2caps0602 Man page
wrf2caps0603 Man page
wrf4ncar0425 Man page
wrf4ncar0512 Man page
wrf4ncar0513 Man page
wrf4ncar0517 Man page
wrf4ncar0518 Man page
wrf4ncar0524 Man page
wrf4ncar0531 Man page
wrf4ncar0602 Man page
wrf4ncar0603 Man page
wrf4ncep0425 Man page
wrf4ncep0512 Man page
wrf4ncep0513 Man page
wrf4ncep0517 Man page
wrf4ncep0518 Man page
wrf4ncep0524 Man page
wrf4ncep0531 Man page
wrf4ncep0602 Man page
wrf4ncep0603 Man page

Files

NAMESPACE
data
data/wrf4ncep0425.rda
data/pert003.rda
data/wrf2caps0425.rda
data/pert002.rda
data/wrf4ncar0524.rda
data/geom005.rda
data/wrf4ncar0603.rda
data/UKobs6.rda
data/UKfcst6.rda
data/wrf4ncep0602.rda
data/wrf4ncar0602.rda
data/wrf4ncep0524.rda
data/pert007.rda
data/wrf4ncar0518.rda
data/wrf4ncep0512.rda
data/wrf4ncep0517.rda
data/obs0513.rda
data/wrf2caps0531.rda
data/ExampleSpatialVxSet.rda
data/wrf2caps0513.rda
data/obs0519.rda
data/wrf2caps0602.rda
data/pert001.rda
data/wrf4ncar0513.rda
data/obs0604.rda
data/pert006.rda
data/obs0518.rda
data/pert004.rda
data/wrf4ncep0513.rda
data/wrf2caps0524.rda
data/GFSNAMfcstEx.rda
data/wrf4ncep0518.rda
data/geom002.rda
data/wrf4ncar0425.rda
data/geom004.rda
data/wrf2caps0518.rda
data/geom003.rda
data/wrf4ncar0517.rda
data/pert000.rda
data/geom000.rda
data/UKloc.rda
data/datalist
data/hump.rda
data/geom001.rda
data/wrf4ncar0531.rda
data/obs0601.rda
data/wrf2caps0517.rda
data/obs0603.rda
data/wrf4ncar0512.rda
data/wrf2caps0603.rda
data/GFSNAMobsEx.rda
data/wrf4ncep0603.rda
data/obs0426.rda
data/wrf4ncep0531.rda
data/obs0514.rda
data/obs0525.rda
data/wrf2caps0512.rda
data/ICPg240Locs.rda
data/pert005.rda
data/GFSNAMlocEx.rda
R
R/interester.R
R/minboundmatch.R
R/Geom.R
R/imomenter.R
R/gmm.R
R/Features.R
R/FeatureFinder.R
R/functionals.R
R/OF.R
R/QlossRigid.R
R/Misc.R
R/CA.R
R/SigFuns.R
R/spct.R
R/rigider.R
R/plot.matched.R
R/Fint2d.R
R/wavePurifyVx.R
R/MergeForce.R
R/DataObjects.R
R/FeatureTable.R
R/LocMeasures.R
R/Hoods2d.R
R/deltamm.R
R/hiw.R
R/Vgrams.R
R/craer.R
R/combiner.R
R/compositer.R
R/waveIS.R
R/waverify.R
MD5
DESCRIPTION
man
man/variographier.Rd
man/UKobs6.Rd
man/FeatureTable.Rd
man/GeoBoxPlot.Rd
man/ExampleSpatialVxSet.Rd
man/optflow.Rd
man/FQI.Rd
man/upscale2d.Rd
man/minboundmatch.Rd
man/MergeForce.Rd
man/SpatialVx-package.Rd
man/Sindex.Rd
man/OF.Rd
man/deltamm.Rd
man/gmm2d.Rd
man/waveIS.Rd
man/structurogram.matrix.Rd
man/lossdiff.Rd
man/fss2dPlot.Rd
man/expvgram.Rd
man/FeatureProps.Rd
man/datasets.Rd
man/bearing.Rd
man/pphindcast2d.Rd
man/thresholder.Rd
man/compositer.Rd
man/hoods2d.Rd
man/imomenter.Rd
man/Fint2d.Rd
man/griddedVgram.Rd
man/combiner.Rd
man/FeatureAxis.Rd
man/FeatureMatchAnalyzer.Rd
man/spct.Rd
man/Aindex.Rd
man/expvg.Rd
man/wavePurifyVx.Rd
man/LocSig.Rd
man/interester.Rd
man/S1.Rd
man/FeatureFinder.Rd
man/rigider.Rd
man/saller.Rd
man/fss2dfun.Rd
man/make.SpatialVx.Rd
man/EBS.Rd
man/waverify2d.Rd
man/craer.Rd
man/MCdof.Rd
man/abserrloss.Rd
man/locmeasures2d.Rd
man/locperf.Rd
man/surrogater2d.Rd
man/centdist.Rd
man/Mij.Rd
man/hump.Rd
man/spatbiasFS.Rd
man/structurogram.Rd
man/disjointer.Rd
man/clusterer.Rd
man/GFSNAMfcstEx.Rd
man/Cindex.Rd
man/metrV.Rd
man/vxstats.Rd
man/CSIsamples.Rd
man/hoods2dPlot.Rd
man/hiw.Rd
man/SpatialVx-internal.Rd
SpatialVx documentation built on May 19, 2017, 8:27 a.m.