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SpatialVx (version 0.1-7)
Spatial Forecast Verification
Description
Functions to perform spatial forecast verification
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Install
install.packages('SpatialVx')
Monthly Downloads
265
Version
0.1-7
License
GPL (>= 2)
Maintainer
Eric Gilleland
Last Published
October 21st, 2013
Functions in SpatialVx (0.1-7)
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centdist
Centroid Distance Between Two owin Objects
FeatureProps
Single Feature Properties
CSIsamples
Forecast Verification with Cluster Analysis: The Variation
UKobs6
Example Precipitation Rate Verification Set (NIMROD)
Aindex
Area Index
fss2dPlot
Create Several Graphics for List Objects Returned from hoods2d
FeatureMatchAnalyzer
Analyze Features of a Verification Set
FeatureAxis
Major and Minor Axes of a Feature
bearing
Bearing from One Spatial Location to Another
LocSig
Temporal Block Bootstrap Keeping Locations in Space Constant
abserrloss
Loss functions for the spatial prediction comparison test (SPCT)
EBS
Elmore, Baldwin and Schultz Method for Field Significance for Spatial Bias Errors
clusterer
Cluster Analysis Verification
convthresh
Convolution Threshold Feature Identification
FeatureSuite
Wrapper function to perform feature-based spatial verification
MCdof
Monte Carlo Degrees of Freedom
Sindex
Shape Index
SpatialVx-internal
Internal functions for the SpatialVx package
gmm2d
2-d Gaussian Mixture Models Verification
surrogater2d
Create Surrogate Fields
OF
Optical Flow Verification
GeoBoxPlot
Geographic Box Plot
metrV
Binary Location Metric Proposed in Zhu et al. (2011)
GFSNAMfcstEx
Example Verification Set
vxstats
Some Common Traditional Forecast Verification Statistics.
hoods2dPlot
Quilt Plot and a Matrix Plot.
locmeasures2d
Binary Image Measures
upscale2d
Upscaling Neighborhood Verification on a 2-d Verification Set
hoods2d
Neighborhood Verification Statistics for a Gridded Verification Set.
pphindcast2d
Practically Perfect Hindcast Neighborhood Verification Method
hump
Simulated Forecast and Verification Fields
structurogram.matrix
Structure Function for Gridded Fields
S1
S1 Score, Anomaly Correlation
make.SpatialVx
Spatial Verification Sets -- SpatialVx Object
ExampleSpatialVxSet
Simulated Spatial Verification Set
obs0426
Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets
optflow
Optical Flow
waverify2d
High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition
locperf
Localization Performance Measures
Cindex
Connectivity Index
waveIS
Intensity Scale (IS) Verification
wavePurifyVx
Apply Traditional Forecast Verification After Wavelet Denoising
saller
Analyze Features in a Field (Image)
structurogram
Structure Function for Non-Gridded Spatial Fields.
griddedVgram
Variograms for a Gridded Verification Set
fss2dfun
Various Verification Statistics on Possibly Neighborhood-Smoothed Fields.
spatbiasFS
Field Significance Method of Elmore et al. (2006)
SpatialVx-package
Spatial Forecast Verification
deltamm
Merge and/or Match Identified Features Within Two Fields
FQI
Forecast Quality Index
spatMLD
Test for Equal Predictive Ability on Average Over a Regularly Gridded Space