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SpatialVx (version 0.1-5)
Spatial Forecast Verification
Description
Functions to perform spatial forecast verification
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Install
install.packages('SpatialVx')
Monthly Downloads
265
Version
0.1-5
License
GPL (>= 2)
Maintainer
Eric Gilleland
Last Published
January 17th, 2013
Functions in SpatialVx (0.1-5)
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GeoBoxPlot
Geographic Box Plot
fss2dPlot
Create Several Graphics for List Objects Returned from hoods2d
kernel2dmeitsjer
Create a Kernel Matrix
ExampleSpatialVxSet
Simulated Spatial Verification Set
metrV
Binary Location Metric Proposed in Zhu et al. (2011)
Fourier2d
Fast Fourier Transform (FFT) of a 2-d Gridded Field
MCdof
Monte Carlo Degrees of Freedom
Sindex
Shape Index
abserrloss
Loss functions for the spatial prediction comparison test (SPCT)
deltamm
Merge and/or Match Identified Features Within Two Fields
centdist
Centroid Distance Between Two owin Objects
gmm2d
2-d Gaussian Mixture Models Verification
pphindcast2d
Practically Perfect Hindcast Neighborhood Verification Method
clusterer
Cluster Analysis Verification
Aindex
Area Index
locmeasures2d
Binary Image Measures
FQI
Forecast Quality Index
locmeasures2dPrep
Set up a list object for locmeasures2d
hoods2dsmooth
Wrapper Functions for kernel2dsmooth
SpatialVx-internal
Internal functions for the SpatialVx package
spatbiasFS
Field Significance Method of Elmore et al. (2006)
waverify2d
High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition
FeatureSuite
Wrapper function to perform feature-based spatial verification
GFSNAMfcstEx
GFS NAM example verification set
structurogram.matrix
Structure Function for Gridded Fields
vxstats
Some Common Traditional Forecast Verification Statistics.
S1
S1 Score, Anomaly Correlation
UKobs6
Example Precipitation Rate Verification Set (NIMROD)
bearing
Bearing from One Spatial Location to Another
spatMLD
Test for Equal Predictive Ability on Average Over a Regularly Gridded Space
obs0426
Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
hoods2d
Neighborhood Verification Statistics for a Gridded Verification Set.
CSIsamples
Forecast Verification with Cluster Analysis: The Variation
surrogater2d
Create Surrogate Fields
fss2dfun
Various Verification Statistics on Possibly Neighborhood-Smoothed Fields.
Cindex
Connectivity Index
OF
Optical Flow Verification
FeatureMatchAnalyzer
Analyze Features of a Verification Set
LocSig
Temporal Block Bootstrap Keeping Locations in Space Constant
griddedVgram
Variograms for a Gridded Verification Set
locperf
Localization Performance Measures
convthresh
Convolution Threshold Feature Identification
hoods2dPlot
Quilt Plot and a Matrix Plot.
structurogram
Structure Function for Non-Gridded Spatial Fields.
saller
Analyze Features in a Field (Image)
optflow
Optical Flow
FeatureAxis
Major and Minor Axes of a Feature
upscale2d
Upscaling Neighborhood Verification on a 2-d Verification Set
hump
Simulated Forecast and Verification Fields
wavePurifyVx
Apply Traditional Forecast Verification After Wavelet Denoising
kernel2dsmooth
Convolution Smooth on a 2-d Field.
waveIS
Intensity Scale (IS) Verification
hoods2dPrep
Set up a List Object that can be used by the hoods2d function.
SpatialVx-package
Spatial Forecast Verification