Spatial Forecast Verification

Documentation for package ‘SpatialVx’ version 0.1-5

DESCRIPTION file.

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A B C D E F G H I K L M O P S U V W

SpatialVx-package

Spatial Forecast Verification

-- A --

aaft2d	Create Surrogate Fields
abserrloss	Loss functions for the spatial prediction comparison test (SPCT)
ACC	S1 Score, Anomaly Correlation
Aindex	Area Index
ampstats	Forecast Quality Index

-- B --

bearing

Bearing from One Spatial Location to Another

-- C --

centdist	Centroid Distance Between Two owin Objects
centmatch	Merge and/or Match Identified Features Within Two Fields
Cindex	Connectivity Index
clusterer	Cluster Analysis Verification
convthresh	Convolution Threshold Feature Identification
corrskill	Loss functions for the spatial prediction comparison test (SPCT)
CSIsamples	Forecast Verification with Cluster Analysis: The Variation

-- D --

deltamm	Merge and/or Match Identified Features Within Two Fields
disjointer	Convolution Threshold Feature Identification
disk2dsmooth	Wrapper Functions for kernel2dsmooth
distmapfun	Localization Performance Measures
distmaploss	Loss functions for the spatial prediction comparison test (SPCT)
distob	Localization Performance Measures

-- E --

ExampleSpatialVxSet

Simulated Spatial Verification Set

-- F --

FeatureAxis	Major and Minor Axes of a Feature
FeatureComps	Analyze Features of a Verification Set
FeatureFunPrep	Wrapper function to perform feature-based spatial verification
FeatureMatchAnalyzer	Analyze Features of a Verification Set
FeatureProps	Major and Minor Axes of a Feature
FeatureSuite	Wrapper function to perform feature-based spatial verification
FeatureSuitePrep	Wrapper function to perform feature-based spatial verification
fft2d	Create Surrogate Fields
fisherz	Monte Carlo Degrees of Freedom
fit.spatMLD	Test for Equal Predictive Ability on Average Over a Regularly Gridded Space
Fourier2d	Fast Fourier Transform (FFT) of a 2-d Gridded Field
FQI	Forecast Quality Index
fss2dfun	Various Verification Statistics on Possibly Neighborhood-Smoothed Fields.
fss2dPlot	Create Several Graphics for List Objects Returned from hoods2d
fuzzyjoint2dfun	Various Verification Statistics on Possibly Neighborhood-Smoothed Fields.

-- G --

gauss2dsmooth	Wrapper Functions for kernel2dsmooth
GeoBoxPlot	Geographic Box Plot
geom000	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
geom001	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
geom002	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
geom003	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
geom004	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
geom005	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
GFSNAMfcstEx	GFS NAM example verification set
GFSNAMlocEx	GFS NAM example verification set
GFSNAMobsEx	GFS NAM example verification set
gmm2d	2-d Gaussian Mixture Models Verification
griddedVgram	Variograms for a Gridded Verification Set

-- H --

hist.hoods2dPrep	Set up a List Object that can be used by the hoods2d function.
hist.OF	Optical Flow Verification
hoods2d	Neighborhood Verification Statistics for a Gridded Verification Set.
hoods2dPlot	Quilt Plot and a Matrix Plot.
hoods2dPrep	Set up a List Object that can be used by the hoods2d function.
hoods2dsmooth	Wrapper Functions for kernel2dsmooth
hump	Simulated Forecast and Verification Fields

-- I --

ICPg240Locs	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
identity2dsmooth	Wrapper Functions for kernel2dsmooth

-- K --

kernel2dmeitsjer	Create a Kernel Matrix
kernel2dsmooth	Convolution Smooth on a 2-d Field.

-- L --

locmeasures2d	Binary Image Measures
locmeasures2dPrep	Set up a list object for locmeasures2d
locperf	Localization Performance Measures
LocSig	Temporal Block Bootstrap Keeping Locations in Space Constant

-- M --

mae	Create Surrogate Fields
MCdof	Monte Carlo Degrees of Freedom
metrV	Binary Location Metric Proposed in Zhu et al. (2011)
MinCvg2dfun	Various Verification Statistics on Possibly Neighborhood-Smoothed Fields.
mowaverify2d	High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition
multicon2dfun	Various Verification Statistics on Possibly Neighborhood-Smoothed Fields.

-- O --

obs0426	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
obs0513	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
obs0514	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
obs0518	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
obs0519	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
obs0525	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
obs0601	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
obs0603	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
obs0604	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
OF	Optical Flow Verification
optflow	Optical Flow

-- P --

pert000	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
pert001	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
pert002	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
pert003	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
pert004	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
pert005	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
pert006	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
pert007	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
plot.clusterer	Cluster Analysis Verification
plot.CSIsamples	Forecast Verification with Cluster Analysis: The Variation
plot.FeatureAxis	Major and Minor Axes of a Feature
plot.FeatureMatchAnalyzer	Analyze Features of a Verification Set
plot.features	Convolution Threshold Feature Identification
plot.FeatureSuite	Wrapper function to perform feature-based spatial verification
plot.gmm2d	2-d Gaussian Mixture Models Verification
plot.griddedVgram	Variograms for a Gridded Verification Set
plot.hoods2d	Neighborhood Verification Statistics for a Gridded Verification Set.
plot.hoods2dPrep	Set up a List Object that can be used by the hoods2d function.
plot.LocSig	Temporal Block Bootstrap Keeping Locations in Space Constant
plot.matched	Merge and/or Match Identified Features Within Two Fields
plot.OF	Optical Flow Verification
plot.spatbiasFS	Field Significance Method of Elmore et al. (2006)
plot.spatMLD	Test for Equal Predictive Ability on Average Over a Regularly Gridded Space
plot.structurogram	Structure Function for Non-Gridded Spatial Fields.
plot.structurogram.matrix	Structure Function for Gridded Fields
plot.summary.clusterer	Cluster Analysis Verification
plot.summary.CSIsamples	Forecast Verification with Cluster Analysis: The Variation
plot.summary.features	Convolution Threshold Feature Identification
plot.upscale2d	Upscaling Neighborhood Verification on a 2-d Verification Set
plot.waveIS	Intensity Scale (IS) Verification
plot.wavePurifyVx	Apply Traditional Forecast Verification After Wavelet Denoising
plot.waverify2d	High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition
pphindcast2d	Practically Perfect Hindcast Neighborhood Verification Method
pragmatic2dfun	Various Verification Statistics on Possibly Neighborhood-Smoothed Fields.
predict.gmm2d	2-d Gaussian Mixture Models Verification

-- S --

S1	S1 Score, Anomaly Correlation
salIDfun	Convolution Threshold Feature Identification
saller	Analyze Features in a Field (Image)
sig.cor.t	Monte Carlo Degrees of Freedom
sig.cor.Z	Monte Carlo Degrees of Freedom
Sindex	Shape Index
spatbiasFS	Field Significance Method of Elmore et al. (2006)
SpatialVx	Spatial Forecast Verification
spatMLD	Test for Equal Predictive Ability on Average Over a Regularly Gridded Space
sqerrloss	Loss functions for the spatial prediction comparison test (SPCT)
structurogram	Structure Function for Non-Gridded Spatial Fields.
structurogram.matrix	Structure Function for Gridded Fields
summary.clusterer	Cluster Analysis Verification
summary.CSIsamples	Forecast Verification with Cluster Analysis: The Variation
summary.FeatureAxis	Major and Minor Axes of a Feature
summary.FeatureMatchAnalyzer	Analyze Features of a Verification Set
summary.features	Convolution Threshold Feature Identification
summary.FeatureSuite	Wrapper function to perform feature-based spatial verification
summary.fqi	Forecast Quality Index
summary.gmm2d	2-d Gaussian Mixture Models Verification
summary.locmeasures2d	Binary Image Measures
summary.OF	Optical Flow Verification
summary.saller	Analyze Features in a Field (Image)
summary.spatbiasFS	Field Significance Method of Elmore et al. (2006)
summary.spatMLD	Test for Equal Predictive Ability on Average Over a Regularly Gridded Space
summary.waveIS	Intensity Scale (IS) Verification
summary.wavePurifyVx	Apply Traditional Forecast Verification After Wavelet Denoising
surrogater2d	Create Surrogate Fields

-- U --

UIQI	Forecast Quality Index
UKfcst6	Example Precipitation Rate Verification Set (NIMROD)
UKloc	Example Precipitation Rate Verification Set (NIMROD)
UKobs6	Example Precipitation Rate Verification Set (NIMROD)
upscale2d	Upscaling Neighborhood Verification on a 2-d Verification Set
upscale2dfun	Various Verification Statistics on Possibly Neighborhood-Smoothed Fields.
upscale2dPlot	Create Several Graphics for List Objects Returned from hoods2d

-- V --

vxstats

Some Common Traditional Forecast Verification Statistics.

-- W --

waveIS	Intensity Scale (IS) Verification
wavePurifyVx	Apply Traditional Forecast Verification After Wavelet Denoising
waverify2d	High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition
wrf2caps0425	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf2caps0512	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf2caps0513	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf2caps0517	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf2caps0518	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf2caps0524	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf2caps0531	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf2caps0602	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf2caps0603	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0425	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0512	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0513	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0517	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0518	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0524	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0531	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0602	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncar0603	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0425	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0512	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0513	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0517	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0518	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0524	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0531	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0602	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
wrf4ncep0603	Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets