This package contains S3 and S4 functions for spatial
multi-site stochastic generation of daily timeseries of
temperature and precipitation. The implemented tools make use
of Vectorial AutoRegressive models (VARs). The VAR is
calibrated by daily instrumental "Gaussinized" time series and
then works with monthly timeseries as input.
Bugs/comments/questions/collaboration of any kind are warmly
welcomed.
R (>= 2.10), chron, date, vars, MASS, strucchange, urca,
methods,lmtest (>= 0.9-26), sandwich (>= 2.2-4)
chron, date, vars, MASS, strucchange, urca, methods,lmtest (>=
0.9-26), sandwich (>= 2.2-4)
'acvWGEN.R' 'adddate.R' 'addsuffixes.R' 'arch_test.varest2.R'
'ComprehensivePrecipitationGenerator.R'
'ComprehensiveTemperatureGenerator.R' 'continuity_ratio.R'
'countNAs.R' 'covariance.R' 'ElevationOf.R' 'extractdays.R'
'extractmonths.R' 'extractTnFromAnomalies.R'
'extractTxFromAnomalies.R' 'extractyears.R' 'findDate.R'
'forecastEV.R' 'forecastResidual.R'
'generateTemperatureTimeseries.R' 'getDailyMean.R'
'getMonthlyMean.R' 'getVARmodel.R' 'GPCA_iteration.R' 'GPCA.R'
'inv_GPCA_iteration.R' 'inv_GPCA.R' 'is.monthly.climate.R'
'NewVAReventRealization.R' 'newVARmultieventRealization.R'
'normality_test.varest2.R' 'normalizeGaussian_prec.R'
'normalizeGaussian.R'
'normalizeGaussian_sevaralstations_prec.R'
'normalizeGaussian_sevaralstations.R' 'plotDailyClimate.R'
'plot.sample.R' 'PrecipitationEndDay.R'
'PrecipitationStartDay.R' 'print.GPCAiteration.R'
'print.GPCA.R' 'qqplotprecWGEN.R' 'qqplotprecWGEN_seasonal.R'
'qqplotTnTxWGEN.R' 'qqplotTnTxWGEN_seasonal.R' 'qqplotWGEN.R'
'removeNAs.R' 'RMAWGEN-package.R' 'serial_test.varest2.R'
'setWholeTemperatureGeneratorParameters.R'
'splineInterpolateMonthlytoDailyforSeveralYears.R'
'splineInterpolateMonthlytoDaily.R' 'TemperatureEndDay.R'
'TemperatureStartDay.R' 'VAR_mod.R' 'WhereIs.R'
'zc0_GPCAiteration.R' 'zc0_GPCA.R' 'zc0_varest.R'
'zc1_varest2.R' 'zc2_GPCAvarest2.R'

RMAWGEN (R Multi-site Auto-regressive Weather GENerator): a
package to generate daily time series from monthly mean values
'acvWGEN.R' 'adddate.R' 'addsuffixes.R' 'arch_test.varest2.R'
'ComprehensivePrecipitationGenerator.R'
'ComprehensiveTemperatureGenerator.R' 'continuity_ratio.R'
'countNAs.R' 'covariance.R' 'ElevationOf.R' 'extractdays.R'
'extractmonths.R' 'extractTnFromAnomalies.R'
'extractTxFromAnomalies.R' 'extractyears.R' 'findDate.R'
'forecastEV.R' 'forecastResidual.R'
'generateTemperatureTimeseries.R' 'getDailyMean.R'
'getMonthlyMean.R' 'getVARmodel.R' 'GPCA_iteration.R' 'GPCA.R'
'inv_GPCA_iteration.R' 'inv_GPCA.R' 'is.monthly.climate.R'
'NewVAReventRealization.R' 'newVARmultieventRealization.R'
'normality_test.varest2.R' 'normalizeGaussian_prec.R'
'normalizeGaussian.R'
'normalizeGaussian_sevaralstations_prec.R'
'normalizeGaussian_sevaralstations.R' 'plotDailyClimate.R'
'plot.sample.R' 'PrecipitationEndDay.R'
'PrecipitationStartDay.R' 'print.GPCAiteration.R'
'print.GPCA.R' 'qqplotprecWGEN.R' 'qqplotprecWGEN_seasonal.R'
'qqplotTnTxWGEN.R' 'qqplotTnTxWGEN_seasonal.R' 'qqplotWGEN.R'
'removeNAs.R' 'rescaling_monthly.R' 'residuals.varest2.R'
'RMAWGEN-package.R' 'serial_test.varest2.R'
'setWholeTemperatureGeneratorParameters.R'
'splineInterpolateMonthlytoDailyforSeveralYears.R'
'splineInterpolateMonthlytoDaily.R' 'TemperatureEndDay.R'
'TemperatureStartDay.R' 'VAR_mod.R' 'WhereIs.R'
'zc0_GPCAiteration.R' 'zc0_GPCA.R' 'zc0_varest.R'
'zc1_varest2.R' 'zc2_GPCAvarest2.R'