Package: GWEX 1.1.5

GWEX: Multi-Site Stochastic Models for Daily Precipitation and Temperature

Application of multi-site models for daily precipitation and temperature data. This package is designed for an application to 105 precipitation and 26 temperature gauges located in Switzerland. It applies fitting procedures and provides weather generators described in the following references: - Evin, G., A.-C. Favre, and B. Hingray. (2018) <doi:10.5194/hess-22-655-2018>. - Evin, G., A.-C. Favre, and B. Hingray. (2018) <doi:10.1007/s00704-018-2404-x>.

Authors:Guillaume Evin [aut, cre]

GWEX_1.1.5.tar.gz
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GWEX.pdf |GWEX.html✨
GWEX/json (API)

# Install 'GWEX' in R:
install.packages('GWEX', repos = c('https://guillaumeevin.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/guillaumeevin/gwex/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

Conda:

cpp

3.70 score 2 stars 6 scripts 234 downloads 39 exports 57 dependencies

Last updated 4 months agofrom:66d8623c94. Checks:12 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 06 2025
R-4.5-win-x86_64OKMar 06 2025
R-4.5-mac-x86_64OKMar 06 2025
R-4.5-mac-aarch64OKMar 06 2025
R-4.5-linux-x86_64OKMar 06 2025
R-4.4-win-x86_64OKMar 06 2025
R-4.4-mac-x86_64OKMar 06 2025
R-4.4-mac-aarch64OKMar 06 2025
R-4.4-linux-x86_64OKMar 06 2025
R-4.3-win-x86_64OKMar 06 2025
R-4.3-mac-x86_64OKMar 06 2025
R-4.3-mac-aarch64OKMar 06 2025

Exports:autocor.emp.intcor.emp.intcor.emp.occcor.obs.occdisag.3D.to.1Ddry.day.frequencyfind.autocorfind.omegafind.zetafit.copula.amountfit.GWex.precfit.MAR1.amountfit.margin.cdffitGwexModelget.listOptionget.M0get.mat.omegaget.vec.autocorgetGwexFitPrecGwexObsinfer.autocor.amountinfer.dep.amountinfer.mat.omegajoint.proba.occlagTransProbaMatrixlagTransProbaVectormask.GWex.Ytprintsim.GWex.occsim.GWex.prec.1itsim.GWex.Ytsim.GWex.Yt.Prsim.GWex.Yt.Pr.get.paramsim.Zt.MARsim.Zt.SpatialsimGwexModelsimPrecipOccunif.to.precwet.day.frequency

Dependencies:abindclicodetoolscolorspacecvardoParallelEnvStatsevdfansifarverfastICAfBasicsfGarchforeachgbutilsggplot2gluegoftestgssgtableisobanditeratorslabelinglatticelifecyclelmomcoLmomentsmagrittrMASSMatrixmgcvmunsellmvtnormnleqslvnlmenortestnumDerivpillarpkgconfigR6rbibutilsRColorBrewerRcppRcppArmadilloRdpackRenextrlangscalesspatialstabledisttibbletimeDatetimeSeriesutf8vctrsviridisLitewithr

Readme and manuals

Help Manual

Help pageTopics
agg.matrixagg.matrix
autocor.emp.intautocor.emp.int
cor.emp.intcor.emp.int
cor.emp.occcor.emp.occ
cor.obs.occcor.obs.occ
daily observations of precipitation datadailyPrecipGWEX
daily observations of temperature datadailyTemperGWEX
disag.3D.to.1Ddisag.3D.to.1D
dEGPD.GI, pEGPD.GI, qEGPD.GI, rEGPD.GIdEGPD.GI dist.functions.EGPD.GI pEGPD.GI qEGPD.GI rEGPD.GI
dry.day.frequencydry.day.frequency
EGPD.GI.fit.PWMEGPD.GI.fit.PWM
EGPD.GI.fPWMEGPD.GI.fPWM
find.autocorfind.autocor
find.omegafind.omega
find.zetafind.zeta
fit.copula.amountfit.copula.amount
fit.GWex.precfit.GWex.prec
fit.MAR1.amountfit.MAR1.amount
fit.margin.cdffit.margin.cdf
fitGwexModel: fit a GWex model to observations.fitGwexModel
EGPD.pGI, EGPD.dGI, EGPD.qGIEGPD.dGI EGPD.pGI EGPD.qGI functions.EGPD.GI
get.df.Studentget.df.Student
get.df.Studentget.emp.cdf.matrix
get.list.monthget.list.month
get.list.seasonget.list.season
get.listOptionget.listOption
get.M0get.M0
get.mat.omegaget.mat.omega
get.period.fitting.monthget.period.fitting.month
get.vec.autocorget.vec.autocor
getGwexFitPrecgetGwexFitPrec
Class GwexGwex-class
Class GwexFitGwexFit-class
ConstructorGwexObs
Class 'GwexObs'GwexObs-class
Defines a 'GwexSim' object which is a 'Gwex' object containing 'sim', an array containing the simulations, and 'dates', a vector of dates. See simGwexModel for some examples.GwexSim-class
infer.autocor.amountinfer.autocor.amount
infer.dep.amountinfer.dep.amount
infer.mat.omegainfer.mat.omega
joint.proba.occjoint.proba.occ
lagTransProbaMatrixlagTransProbaMatrix
lagTransProbaVectorlagTransProbaVector
mask.GWex.Ytmask.GWex.Yt
modify.cor.matrixmodify.cor.matrix
month2seasonmonth2season
print-methods: Create a method to print Gwex objects.print,Gwex-method print,GwexFit-method print,GwexObs-method print,GwexSim-method
EGPD.GI.mu0, EGPD.GI.mu1, EGPD.GI.mu2EGPD.GI.mu0 EGPD.GI.mu1 EGPD.GI.mu2 PWM.EGPD.GI
QtransMat2ArrayQtransMat2Array
show-methods: Create a method to show Gwex objects.show,Gwex-method show,GwexFit-method show,GwexObs-method show,GwexSim-method
sim.GWex.occsim.GWex.occ
sim.GWex.prec.1itsim.GWex.prec.1it
sim.GWex.Ytsim.GWex.Yt
sim.GWex.Yt.Prsim.GWex.Yt.Pr
sim.GWex.Yt.Pr.get.paramsim.GWex.Yt.Pr.get.param
sim.Zt.MARsim.Zt.MAR
sim.Zt.Spatialsim.Zt.Spatial
simGwexModelsimGwexModel
simPrecipOccsimPrecipOcc
unif.to.precunif.to.prec
wet.day.frequencywet.day.frequency