SpecsVerification: Forecast Verification Routines for Ensemble Forecasts of Weather and Climate

A collection of forecast verification routines developed for the SPECS FP7 project. The emphasis is on comparative verification of ensemble forecasts of weather and climate.

AuthorStefan Siegert [aut, cre], Jonas Bhend [ctb], Igor Kroener [ctb], Matteo De Felice [ctb]
Date of publication2017-03-07 00:31:00
MaintainerStefan Siegert <s.siegert@exeter.ac.uk>
LicenseGPL (>= 2)
Version0.5-2

View on CRAN

Man pages

AbsErr: Calculate the absolute error between forecast and observation

Auc: Calculate area under the ROC curve (AUC) for a forecast and...

auc_cpp: Calculate AUC and its sampling standard deviation (Internal...

AucDiff: Calculate difference between areas under the ROC curve (AUC)...

aucdiff_cpp: Calculate AUC difference 'AUC(fcst,obs) - AUC(fcst_ref, obs)'...

BrierDecomp: Brier Score decomposition

ClimEns: Construct a climatological ensemble from a vector of...

Corr: Calculate correlation between forecasts and observations, and...

CorrDiff: Calculate correlation difference between a forecast and a...

Detrend: Auxiliary function for removing trends and mean from...

DressCrps: Calculate the Continuous Ranked Probability Score (CRPS) for...

dresscrps_cpp: Dress CRPS

DressCrpsDiff: Calculate DressCrps Difference (deprecated, use function...

DressCrpss: Calculate DressCrps Skill Score (deprecated, use function...

DressEnsemble: Transform an ensemble forecast to a continuous forecast...

DressIgn: Calculate the Logarithmic (Ignorance) Score for a mixture of...

DressIgnDiff: Calculate DressIgn Difference (deprecated, use function...

EnsBrier: Calculate the ensemble-adjusted Brier Score

EnsBrierDiff: Calculate EnsBrier Difference (deprecated, use function...

EnsBrierSs: Calculate EnsBrier Skill Score (deprecated, use function...

EnsCrps: Calculate the ensemble-adjusted Continuous Ranked Probability...

enscrps_cpp: CRPS for ensemble forecasts (C++ implementation)

EnsCrpsDiff: Calculate EnsCrps Difference (deprecated, use function...

EnsCrpss: Calculate EnsCrps Skill Score (deprecated, use function...

EnsQs: Calculate the ensemble-adjusted Quadratic Score (QS) for...

EnsRps: Calculate the ensemble-adjusted Ranked Probability Score...

EnsRpsDiff: Calculate EnsRps Difference (deprecated, use function...

EnsRpss: Calculate EnsRps Skill Score (deprecated, use function...

eurotempforecast: Seasonal ensemble forecast of European average summer...

FairBrierDiff: Calculate FairBrier Difference (deprecated, use function...

FairBrierSs: Calculate FairBrier Skill Score (deprecated, use function...

FairCrpsDiff: Calculate FairCrps Difference (deprecated, use function...

FairCrpss: Calculate FairCrps Skill Score (deprecated, use function...

FairRpsDiff: Calculate FairRps Difference (deprecated, use function...

FairRpss: Calculate FairRps Skill Score (deprecated, use function...

FitAkdParameters: Fit the 5 parameters used for affine kernel dressing by...

GaussCrps: Calculate the Continuous Ranked Probability Score (CRPS) for...

GaussCrpsDiff: Calculate GaussCrps Difference (deprecated, use function...

GaussCrpss: Calculate GaussCrps Skill Score (deprecated, use function...

GenerateToyData: Generate artificial data for ensemble verification using a...

GetDensity: Calculate density and integrated density function of a...

PlotDressedEns: Plot a series forecast distributions of dressed ensembles

PlotRankhist: Plotting function for rank histograms

Rankhist: Rank histogram for ensemble forecasts

ReliabilityDiagram: Reliability diagram for probability forecasts

ScoreDiff: Calculate average score difference and assess uncertainty

SkillScore: Calculate a skill score and assess uncertainty.

SpecsVerification: SpecsVerification - Forecast verification routines

SqErr: Calculate the squared error between forecast and observation

TestRankhist: Statistical tests for rank histograms

Functions

AbsErr Man page
Auc Man page
auc_cpp Man page
AucDiff Man page
aucdiff_cpp Man page
BrierDecomp Man page
BrierScoreDecomposition Man page
ClimEns Man page
Corr Man page
CorrDiff Man page
Detrend Man page
DressCrps Man page
dresscrps_cpp Man page
DressCrpsDiff Man page
DressCrpss Man page
DressEnsemble Man page
DressIgn Man page
DressIgnDiff Man page
ens Man page
ens.bin Man page
EnsBrier Man page
EnsBrierDiff Man page
EnsBrierSs Man page
ens.cat Man page
EnsCrps Man page
enscrps_cpp Man page
EnsCrpsDiff Man page
EnsCrpss Man page
EnsQs Man page
EnsRps Man page
EnsRpsDiff Man page
EnsRpss Man page
eurotempforecast Man page
FairBrier Man page
FairBrierDiff Man page
FairBrierSs Man page
FairCrps Man page
FairCrpsDiff Man page
FairCrpss Man page
FairQs Man page
FairRps Man page
FairRpsDiff Man page
FairRpss Man page
FitAkdParameters Man page
GaussCrps Man page
GaussCrpsDiff Man page
GaussCrpss Man page
GenerateToyData Man page
GetDensity Man page
obs Man page
obs.bin Man page
obs.cat Man page
obs.lag Man page
PlotDressedEns Man page
PlotRankhist Man page
Rankhist Man page
ReliabilityDiagram Man page
ScoreDiff Man page
SkillScore Man page
SpecsVerification Man page
SpecsVerification-package Man page
SqErr Man page
TestRankhist Man page

Files

SpecsVerification
SpecsVerification/tests
SpecsVerification/tests/testthat.R
SpecsVerification/tests/testthat
SpecsVerification/tests/testthat/test-values.R
SpecsVerification/tests/testthat/test-perfect.R
SpecsVerification/src
SpecsVerification/src/Makevars
SpecsVerification/src/dresscrps.cpp
SpecsVerification/src/auc.cpp
SpecsVerification/src/auc_diff.cpp
SpecsVerification/src/native_routine_registration.c
SpecsVerification/src/RcppExports.cpp
SpecsVerification/src/enscrps.cpp
SpecsVerification/NAMESPACE
SpecsVerification/data
SpecsVerification/data/eurotempforecast.rda
SpecsVerification/R
SpecsVerification/R/DressIgn.R SpecsVerification/R/AbsErr.R SpecsVerification/R/SkillScore.R SpecsVerification/R/EnsCrps.R SpecsVerification/R/DressEnsemble.R SpecsVerification/R/eurotempforecast.R SpecsVerification/R/EnsQs.R SpecsVerification/R/Auc.R SpecsVerification/R/Detrend.R SpecsVerification/R/EnsRps.R SpecsVerification/R/ScoreDiff.R SpecsVerification/R/SpecsVerification.R SpecsVerification/R/GaussCrps.R SpecsVerification/R/ClimEns.R SpecsVerification/R/GenerateToyData.R SpecsVerification/R/PlotDressedEns.R SpecsVerification/R/GetDensity.R SpecsVerification/R/PlotRankhist.R SpecsVerification/R/FitAkdParameters.R SpecsVerification/R/RcppExports.R SpecsVerification/R/SqErr.R SpecsVerification/R/TestRankhist.R SpecsVerification/R/ReliabilityDiagram.R SpecsVerification/R/Rankhist.R SpecsVerification/R/AucDiff.R SpecsVerification/R/Corr.R SpecsVerification/R/CorrDiff.R SpecsVerification/R/EnsBrier.R SpecsVerification/R/DressCrps.R SpecsVerification/R/BrierDecomp.R
SpecsVerification/MD5
SpecsVerification/build
SpecsVerification/build/partial.rdb
SpecsVerification/DESCRIPTION
SpecsVerification/man
SpecsVerification/man/EnsCrpsDiff.Rd SpecsVerification/man/GaussCrpss.Rd SpecsVerification/man/FairRpss.Rd SpecsVerification/man/EnsRpss.Rd SpecsVerification/man/DressCrpss.Rd SpecsVerification/man/CorrDiff.Rd SpecsVerification/man/Rankhist.Rd SpecsVerification/man/FairBrierDiff.Rd SpecsVerification/man/EnsBrierSs.Rd SpecsVerification/man/FairBrierSs.Rd SpecsVerification/man/SqErr.Rd SpecsVerification/man/DressCrps.Rd SpecsVerification/man/FairRpsDiff.Rd SpecsVerification/man/GaussCrps.Rd SpecsVerification/man/FairCrpsDiff.Rd SpecsVerification/man/aucdiff_cpp.Rd SpecsVerification/man/PlotDressedEns.Rd SpecsVerification/man/EnsQs.Rd SpecsVerification/man/TestRankhist.Rd SpecsVerification/man/EnsRps.Rd SpecsVerification/man/Auc.Rd SpecsVerification/man/EnsCrps.Rd SpecsVerification/man/EnsRpsDiff.Rd SpecsVerification/man/FairCrpss.Rd SpecsVerification/man/auc_cpp.Rd SpecsVerification/man/DressEnsemble.Rd SpecsVerification/man/ClimEns.Rd SpecsVerification/man/Detrend.Rd SpecsVerification/man/PlotRankhist.Rd SpecsVerification/man/GenerateToyData.Rd SpecsVerification/man/BrierDecomp.Rd SpecsVerification/man/dresscrps_cpp.Rd SpecsVerification/man/ScoreDiff.Rd SpecsVerification/man/SkillScore.Rd SpecsVerification/man/DressIgn.Rd SpecsVerification/man/DressCrpsDiff.Rd SpecsVerification/man/AucDiff.Rd SpecsVerification/man/Corr.Rd SpecsVerification/man/FitAkdParameters.Rd SpecsVerification/man/SpecsVerification.Rd SpecsVerification/man/GaussCrpsDiff.Rd SpecsVerification/man/EnsCrpss.Rd SpecsVerification/man/ReliabilityDiagram.Rd SpecsVerification/man/AbsErr.Rd SpecsVerification/man/EnsBrier.Rd SpecsVerification/man/DressIgnDiff.Rd SpecsVerification/man/GetDensity.Rd SpecsVerification/man/enscrps_cpp.Rd SpecsVerification/man/EnsBrierDiff.Rd SpecsVerification/man/eurotempforecast.Rd

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