Spatial Forecast Verification
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Documentation for package ‘SpatialVx’ version 1.0-2
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A B C D E F G H I L M O P R S T 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 |
| ACC.default | S1 Score, Anomaly Correlation |
| ACC.SpatialVx | S1 Score, Anomaly Correlation |
| Aindex | Area Index |
| Aindex.default | Area Index |
| Aindex.SpatialVx | Area Index |
| ampstats | Forecast Quality Index |
-- B --
| bearing | Bearing from One Spatial Location to Another |
| binarizer | Create Binary Fields |
-- C --
| calculate_dFSS | Calculate dFSS Score Value |
| calculate_FSSvector_from_binary_fields | Calculate FSS Values |
| calculate_FSSwind | Calculate FSSwind Score Value |
| censqdelta | Centered on Square Domain Baddeley's Delta Metric |
| centdist | Centroid Distance Between Two Identified Objects |
| centmatch | Merge and/or Match Identified Features Within Two Fields |
| ci.FeatureTable | Feature-Based Contingency Table |
| Cindex | Connectivity Index |
| Cindex.default | Connectivity Index |
| Cindex.SpatialVx | Connectivity Index |
| CircleHistogram | Circular Histogram |
| clusterer | Cluster Analysis Verification |
| clusterer.default | Cluster Analysis Verification |
| clusterer.SpatialVx | Cluster Analysis Verification |
| combiner | Combine Features/Matched Objects |
| compositer | Create Composite Features |
| compositer.combined | Create Composite Features |
| compositer.features | Create Composite Features |
| compositer.matched | Create Composite Features |
| corrskill | Loss functions for the spatial prediction comparison test (SPCT) |
| CSIsamples | Forecast Verification with Cluster Analysis: The Variation |
| CSIsamples.default | Forecast Verification with Cluster Analysis: The Variation |
| CSIsamples.SpatialVx | Forecast Verification with Cluster Analysis: The Variation |
-- D --
| deltamm | Merge and/or Match Identified Features Within Two Fields |
| disjointer | Identify Disjoint Sets of Connected Components |
| distill.FeatureComps | Analyze Features of a Verification Set |
| distill.hiw | Spatial Forecast Verification Shape Analysis |
| distmapfun | Localization Performance Measures |
| distmaploss | Loss functions for the spatial prediction comparison test (SPCT) |
| distob | Localization Performance Measures |
-- E --
| EBS | Elmore, Baldwin and Schultz Method for Field Significance for Spatial Bias Errors |
| empiricalVG.lossdiff | Test for Equal Predictive Ability on Average Over a Regularly Gridded Space |
| ExampleSpatialVxSet | Simulated Spatial Verification Set |
| expvg | Exponential Variogram |
| expvgram | Exponential Variogram |
-- F --
| FeatureAxis | Major and Minor Axes of a Feature |
| FeatureComps | Analyze Features of a Verification Set |
| FeatureFinder | Threshold-based Feature Finder |
| FeatureMatchAnalyzer | Analyze Features of a Verification Set |
| FeatureMatchAnalyzer.matched.centmatch | Analyze Features of a Verification Set |
| FeatureMatchAnalyzer.matched.deltamm | Analyze Features of a Verification Set |
| FeatureProps | Single Feature Properties |
| FeatureTable | Feature-Based Contingency Table |
| fft2d | Create Surrogate Fields |
| Fint2d | 2-d Interpolation |
| fisherz | Monte Carlo Degrees of Freedom |
| flossdiff | Test for Equal Predictive Ability on Average Over a Regularly Gridded Space |
| 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 --
| G2IL | Spatial-Alignment Summary Measures |
| Gbeta | Spatial-Alignment Summary Measures |
| GbetaIL | Spatial-Alignment Summary Measures |
| 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 | Example Verification Set |
| GFSNAMlocEx | Example Verification Set |
| GFSNAMobsEx | Example Verification Set |
| gmm2d | 2-d Gaussian Mixture Models Verification |
| gmm2d.default | 2-d Gaussian Mixture Models Verification |
| gmm2d.SpatialVx | 2-d Gaussian Mixture Models Verification |
| griddedVgram | Variograms for a Gridded Verification Set |
-- H --
| hist.OF | Optical Flow Verification |
| hist.SpatialVx | Spatial Verification Sets - SpatialVx Object |
| hiw | Spatial Forecast Verification Shape Analysis |
| hoods2d | Neighborhood Verification Statistics for a Gridded Verification Set. |
| hoods2dPlot | Quilt Plot and a Matrix Plot. |
| hump | Simulated Forecast and Verification Fields |
-- I --
| ICPg240Locs | Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets |
| imomenter | Image Moments |
| imomenter.im | Image Moments |
| imomenter.matrix | Image Moments |
| interester | Feature Interest |
| iwarper | Image Warping By Hand |
-- L --
| locmeasures2d | Binary Image Measures |
| locmeasures2d.default | Binary Image Measures |
| locmeasures2d.SpatialVx | 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 Gridded Space |
| lossdiff.default | Test for Equal Predictive Ability on Average Over a Regularly Gridded Space |
| lossdiff.SpatialVx | Test for Equal Predictive Ability on Average Over a Regularly Gridded Space |
-- M --
| mae | Create Surrogate Fields |
| 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) |
| metrV.default | Binary Location Metric Proposed in Zhu et al. (2011) |
| metrV.SpatialVx | Binary Location Metric Proposed in Zhu et al. (2011) |
| Mij | Raw Image Moments. |
| minboundmatch | Minimum Boundary Separation Feature Matching |
| MinCvg2dfun | Various Verification Statistics on Possibly Neighborhood-Smoothed Fields. |
| mowaverify2d | High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition |
| mowaverify2d.default | High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition |
| mowaverify2d.SpatialVx | High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition |
| multicon2dfun | Various Verification Statistics on Possibly Neighborhood-Smoothed Fields. |
-- O --
| obs0601 | Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets |
| OF | Optical Flow Verification |
| OF.default | Optical Flow Verification |
| OF.SpatialVx | Optical Flow Verification |
| optflow | Optical Flow |
-- P --
| plot.clusterer | Cluster Analysis Verification |
| plot.composited | Create Composite Features |
| plot.CSIsamples | Forecast Verification with Cluster Analysis: The Variation |
| plot.EBS | Elmore, Baldwin and Schultz Method for Field Significance for Spatial Bias Errors |
| plot.FeatureAxis | Major and Minor Axes of a Feature |
| plot.FeatureMatchAnalyzer | Analyze Features of a Verification Set |
| plot.features | Threshold-based Feature Finder |
| plot.gmm2d | 2-d Gaussian Mixture Models Verification |
| plot.griddedVgram | Variograms for a Gridded Verification Set |
| plot.hiw | Spatial Forecast Verification Shape Analysis |
| plot.hoods2d | Neighborhood Verification Statistics for a Gridded Verification Set. |
| plot.LocSig | Temporal Block Bootstrap Keeping Locations in Space Constant |
| plot.lossdiff | Test for Equal Predictive Ability on Average Over a Regularly Gridded Space |
| plot.matched | Merge and/or Match Identified Features Within Two Fields |
| plot.OF | Optical Flow Verification |
| plot.pphindcast2d | Practically Perfect Hindcast Neighborhood Verification Method |
| plot.rigided | Rigid Transformation |
| plot.spatbiasFS | Field Significance Method of Elmore et al. (2006) |
| plot.SpatialVx | Spatial Verification Sets - SpatialVx Object |
| 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 | Threshold-based Feature Finder |
| 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.flossdiff.expvg | Exponential Variogram |
| predict.gmm2d | 2-d Gaussian Mixture Models Verification |
| print.clusterer | Cluster Analysis Verification |
| print.CSIsamples | Forecast Verification with Cluster Analysis: The Variation |
| print.FeatureMatchAnalyzer | Analyze Features of a Verification Set |
| print.features | Threshold-based Feature Finder |
| print.FeatureTable | Feature-Based Contingency Table |
| print.flossdiff.expvg | Exponential Variogram |
| print.fqi | Forecast Quality Index |
| print.gmm2d | 2-d Gaussian Mixture Models Verification |
| print.hiw | Spatial Forecast Verification Shape Analysis |
| print.hoods2d | Neighborhood Verification Statistics for a Gridded Verification Set. |
| print.imomented | Image Moments |
| print.interester | Feature Interest |
| print.locmeasures2d | Binary Image Measures |
| print.lossdiff | Test for Equal Predictive Ability on Average Over a Regularly Gridded Space |
| print.matched | Merge and/or Match Identified Features Within Two Fields |
| print.metrV | Binary Location Metric Proposed in Zhu et al. (2011) |
| print.OF | Optical Flow Verification |
| print.pphindcast2d | Practically Perfect Hindcast Neighborhood Verification Method |
| print.rigided | Rigid Transformation |
| print.saller | Feature-based Analysis of a Field (Image) |
| print.SpatialVx | Spatial Verification Sets - SpatialVx Object |
| print.upscale2d | Upscaling Neighborhood Verification on a 2-d Verification Set |
| print.waverify2d | High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition |
-- R --
| rigider | Rigid Transformation |
| rigidTransform | Rigid Transformation |
-- S --
| S1 | S1 Score, Anomaly Correlation |
| S1.default | S1 Score, Anomaly Correlation |
| S1.SpatialVx | S1 Score, Anomaly Correlation |
| saller | Feature-based Analysis of a Field (Image) |
| sig.cor.t | Monte Carlo Degrees of Freedom |
| sig.cor.Z | Monte Carlo Degrees of Freedom |
| Sindex | Shape Index |
| Sindex.default | Shape Index |
| Sindex.SpatialVx | Shape Index |
| spatbiasFS | Field Significance Method of Elmore et al. (2006) |
| SpatialVx | Spatial Forecast Verification |
| spct | Spatial Prediction Comparison Test |
| 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 | Threshold-based Feature Finder |
| summary.FeatureTable | Feature-Based Contingency Table |
| summary.fqi | Forecast Quality Index |
| summary.gmm2d | 2-d Gaussian Mixture Models Verification |
| summary.hiw | Spatial Forecast Verification Shape Analysis |
| summary.interester | Feature Interest |
| summary.locmeasures2d | Binary Image Measures |
| summary.lossdiff | Test for Equal Predictive Ability on Average Over a Regularly Gridded Space |
| summary.matched | Merge and/or Match Identified Features Within Two Fields |
| summary.OF | Optical Flow Verification |
| summary.rigided | Rigid Transformation |
| summary.saller | Feature-based Analysis of a Field (Image) |
| summary.spatbiasFS | Field Significance Method of Elmore et al. (2006) |
| summary.SpatialVx | Spatial Verification Sets - SpatialVx Object |
| summary.waveIS | Intensity Scale (IS) Verification |
| summary.wavePurifyVx | Apply Traditional Forecast Verification After Wavelet Denoising |
| surrogater2d | Create Surrogate Fields |
-- T --
| TheBigG | The Spatial Alignment Summary Measure Called G |
| thresholder | Apply a Threshold to a Field |
| thresholder.default | Apply a Threshold to a Field |
| thresholder.SpatialVx | Apply a Threshold to a Field |
-- 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 --
| variographier | Variography Score |
| variographier.default | Variography Score |
| variographier.SpatialVx | Variography Score |
| vxstats | Some Common Traditional Forecast Verification Statistics. |
-- W --
| warper | Image Warp |
| waveIS | Intensity Scale (IS) Verification |
| waveIS.default | Intensity Scale (IS) Verification |
| waveIS.SpatialVx | Intensity Scale (IS) Verification |
| wavePurifyVx | Apply Traditional Forecast Verification After Wavelet Denoising |
| wavePurifyVx.default | Apply Traditional Forecast Verification After Wavelet Denoising |
| wavePurifyVx.SpatialVx | Apply Traditional Forecast Verification After Wavelet Denoising |
| waverify2d | High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition |
| waverify2d.default | High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition |
| waverify2d.SpatialVx | High-Resolution Gridded Forecast Verification Using Discrete Wavelet Decomposition |
| wrf4ncar0531 | Spatial Forecast Verification Methods Inter-Comparison Project (ICP) Test Cases and other example verification sets |