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SpatialVx  

Spatial Forecast Verification
View on CRAN: Click here


Download and install SpatialVx package within the R console
Install from CRAN:
install.packages("SpatialVx")

Install from Github:
library("remotes")
install_github("cran/SpatialVx")

Install by package version:
library("remotes")
install_version("SpatialVx", "1.0-3")



Attach the package and use:
library("SpatialVx")
Maintained by
Eric Gilleland
[Scholar Profile | Author Map]
First Published: 2011-11-19
Latest Update: 2022-11-08
Description:
Spatial forecast verification refers to verifying weather forecasts when the verification set (forecast and observations) is on a spatial field, usually a high-resolution gridded spatial field.Most of the functions here require the forecast and observed fields to be gridded and on the same grid. For a thorough review of most of the methods in this package, please see Gilleland et al. (2009) <doi:10.1175/2009WAF2222269.1> and for a tutorial on some of the main functions available here, see Gilleland (2022) <doi:10.5065/4px3-5a05>.
How to cite:
Eric Gilleland (2011). SpatialVx: Spatial Forecast Verification. R package version 1.0-3, https://cran.r-project.org/web/packages/SpatialVx. Accessed 04 Apr. 2025.
Previous versions and publish date:
0.1-0 (2011-11-19 07:46), 0.1-1 (2012-03-13 19:18), 0.1-2 (2012-06-06 18:57), 0.1-3 (2012-07-25 22:03), 0.1-4 (2012-09-28 18:43), 0.1-5 (2013-01-17 22:16), 0.1-7 (2013-10-22 00:55), 0.1-8 (2014-01-16 22:43), 0.1-9 (2014-01-31 00:42), 0.2-0 (2014-03-28 16:15), 0.2-1 (2014-05-13 17:45), 0.2-2 (2014-12-24 01:45), 0.2-3 (2015-05-20 01:32), 0.2-4 (2015-06-01 23:56), 0.3 (2015-12-18 23:39), 0.4 (2016-02-22 22:12), 0.5 (2016-10-12 23:52), 0.6-1 (2017-03-02 08:09), 0.6-2.1 (2018-05-08 23:32), 0.6-2 (2018-01-23 20:38), 0.6-3 (2018-07-04 19:50), 0.6-4 (2019-01-04 12:00), 0.6-5 (2019-06-11 19:10), 0.6-6 (2020-07-26 19:30), 0.6 (2016-12-30 00:13), 0.7-1 (2020-11-24 08:30), 0.7 (2020-09-01 10:50), 0.8 (2021-03-28 00:20), 0.9 (2022-01-27 08:50), 1.0-1 (2022-11-08 16:50), 1.0-2 (2024-02-01 22:20), 1.0 (2022-07-19 19:10)
Other packages that cited SpatialVx R package
View SpatialVx citation profile
Other R packages that SpatialVx depends, imports, suggests or enhances
Complete documentation for SpatialVx
Functions, R codes and Examples using the SpatialVx R package
Some associated functions: Aindex . CSIsamples . Cindex . CircleHistogram . EBS . ExampleSpatialVxSet . FQI . FeatureAxis . FeatureFinder . FeatureMatchAnalyzer . FeatureProps . FeatureTable . Fint2d . GFSNAMfcstEx . Gbeta . GeoBoxPlot . LocSig . MCdof . MergeForce . Mij . OF . S1 . Sindex . SpatialVx-internal . SpatialVx-package . TheBigG . UKobs6 . abserrloss . bearing . binarizer . calculate_FSSvector_from_binary_fields . calculate_FSSwind . calculate_dFSS . censqdelta . centdist . clusterer . combiner . compositer . datasets . deltamm . disjointer . expvg . expvgram . fss2dPlot . fss2dfun . gmm2d . griddedVgram . hiw . hoods2d . hoods2dPlot . hump . imomenter . interester . iwarper . locmeasures2d . locperf . lossdiff . make.SpatialVx . metrV . minboundmatch . optflow . pphindcast2d . rigider . saller . spatbiasFS . spct . structurogram.matrix . structurogram . surrogater2d . thresholder . upscale2d . variographier . vxstats . warper . waveIS . wavePurifyVx . waverify2d . 
Some associated R codes: Aindex.R . CA.R . Cindex.R . CircleHistogram.R . DataObjects.R . FeatureFinder.R . FeatureTable.R . Features.R . Fint2d.R . G2IL.R . Gbeta.R . GbetaIL.R . Hoods2d.R . LocMeasures.R . MergeForce.R . Misc.R . OF.R . Q.R . Qgauss.R . QlossRigid.R . Qnonzero.R . SigFuns.R . Sindex.R . TheBigG.R . Vgrams.R . binarizer.R . calculate_FSS_from_enlarged_summed_fields.R . calculate_FSSvector_from_binary_fields.R . calculate_FSSvector_from_enlarged_summed_fields.R . calculate_FSSwind.R . calculate_dFSS.R . calculate_fractions_from_enlarged_summed_field.R . calculate_n05_using_bisection_from_the_summed_fields.R . calculate_summed_field.R . censqdelta.R . combiner.R . compositer.R . dF.R . deltamm.R . enlarge_matrix.R . equal.axis.R . functionals.R . gmm.R . hiw.R . imomenter.R . interester.R . iwarper.R . minboundmatch.R . plot.matched.R . plot.warped.R . prinwarp.R . rigider.R . spct.R . warpTps.R . warpTpsConverter.R . warper.R . waveIS.R . wavePurifyVx.R . waverify.R .  Full SpatialVx package functions and examples
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