Nothing
## ----warning=FALSE, include=FALSE---------------------------------------------
library(airGR)
load(system.file("vignettesData/vignetteCNHysteresis.rda", package = "airGR"))
## ----warning=FALSE, eval=FALSE------------------------------------------------
# data(X0310010)
# summary(BasinObs)
## ----warning=FALSE, eval=FALSE------------------------------------------------
# ## preparation of the InputsModel object
# InputsModel <- CreateInputsModel(FUN_MOD = RunModel_CemaNeigeGR4J,
# DatesR = BasinObs$DatesR, Precip = BasinObs$P,
# PotEvap = BasinObs$E, TempMean = BasinObs$T,
# ZInputs = median(BasinInfo$HypsoData),
# HypsoData = BasinInfo$HypsoData, NLayers = 5)
#
# ## ---- calibration step
#
# ## calibration period selection
# Ind_Cal <- seq(which(format(BasinObs$DatesR, format = "%Y-%m-%d") == "2000-09-01"),
# which(format(BasinObs$DatesR, format = "%Y-%m-%d") == "2005-08-31"))
#
#
# ## ---- validation step
#
# ## validation period selection
# Ind_Val <- seq(which(format(BasinObs$DatesR, format = "%Y-%m-%d") == "2005-09-01"),
# which(format(BasinObs$DatesR, format = "%Y-%m-%d") == "2010-07-31"))
## ----warning=FALSE, eval=FALSE------------------------------------------------
# ## preparation of the RunOptions object for the calibration period
# RunOptions_Cal <- CreateRunOptions(FUN_MOD = RunModel_CemaNeigeGR4J,
# InputsModel = InputsModel, IndPeriod_Run = Ind_Cal,
# IsHyst = TRUE)
#
# ## preparation of the RunOptions object for the validation period
# RunOptions_Val <- CreateRunOptions(FUN_MOD = RunModel_CemaNeigeGR4J,
# InputsModel = InputsModel, IndPeriod_Run = Ind_Val,
# IsHyst = TRUE)
#
# ## preparation of the CalibOptions object
# CalibOptions <- CreateCalibOptions(FUN_MOD = RunModel_CemaNeigeGR4J,
# FUN_CALIB = Calibration_Michel,
# IsHyst = TRUE)
## ----warning=FALSE, eval=FALSE------------------------------------------------
# ## efficiency criterion: 75 % KGE'(Q) + 5 % KGE'(SCA) on each of the 5 layers
# InputsCrit_Cal <- CreateInputsCrit(FUN_CRIT = rep("ErrorCrit_KGE2", 6),
# InputsModel = InputsModel, RunOptions = RunOptions_Cal,
# Obs = list(BasinObs$Qmm[Ind_Cal],
# BasinObs$SCA1[Ind_Cal],
# BasinObs$SCA2[Ind_Cal],
# BasinObs$SCA3[Ind_Cal],
# BasinObs$SCA4[Ind_Cal],
# BasinObs$SCA5[Ind_Cal]),
# VarObs = list("Q", "SCA", "SCA", "SCA", "SCA", "SCA"),
# Weights = list(0.75, 0.05, 0.05, 0.05, 0.05, 0.05))
#
# InputsCrit_Val <- CreateInputsCrit(FUN_CRIT = rep("ErrorCrit_KGE2", 6),
# InputsModel = InputsModel, RunOptions = RunOptions_Val,
# Obs = list(BasinObs$Qmm[Ind_Val],
# BasinObs$SCA1[Ind_Val],
# BasinObs$SCA2[Ind_Val],
# BasinObs$SCA3[Ind_Val],
# BasinObs$SCA4[Ind_Val],
# BasinObs$SCA5[Ind_Val]),
# VarObs = list("Q", "SCA", "SCA", "SCA", "SCA", "SCA"),
# Weights = list(0.75, 0.05, 0.05, 0.05, 0.05, 0.05))
## ----warning=FALSE, eval=FALSE------------------------------------------------
# ## calibration
# OutputsCalib <- Calibration(InputsModel = InputsModel, RunOptions = RunOptions_Cal,
# InputsCrit = InputsCrit_Cal, CalibOptions = CalibOptions,
# FUN_MOD = RunModel_CemaNeigeGR4J,
# FUN_CALIB = Calibration_Michel)
## ----warning=FALSE, message=FALSE, eval=FALSE---------------------------------
# ## run on the calibration period
# OutputsModel_Cal <- RunModel_CemaNeigeGR4J(InputsModel = InputsModel,
# RunOptions = RunOptions_Cal,
# Param = OutputsCalib$ParamFinalR)
#
# ## evaluation
# OutputsCrit_Cal <- ErrorCrit(InputsCrit = InputsCrit_Cal, OutputsModel = OutputsModel_Cal)
## ----warning=FALSE------------------------------------------------------------
str(OutputsCrit_Cal, max.level = 2)
## ----warning=FALSE, message=FALSE, eval=FALSE---------------------------------
# ## run on the validation period
# OutputsModel_Val <- RunModel_CemaNeigeGR4J(InputsModel = InputsModel,
# RunOptions = RunOptions_Val,
# Param = OutputsCalib$ParamFinalR)
#
# ## evaluation
# OutputsCrit_Val <- ErrorCrit(InputsCrit = InputsCrit_Val, OutputsModel = OutputsModel_Val)
## ----warning=FALSE------------------------------------------------------------
str(OutputsCrit_Val, max.level = 2)
## ----warning=FALSE, eval=FALSE------------------------------------------------
# ## preparation of RunOptions object
# RunOptions_Cal_NoHyst <- CreateRunOptions(FUN_MOD = RunModel_CemaNeigeGR4J,
# InputsModel = InputsModel,
# IndPeriod_Run = Ind_Cal,
# IsHyst = FALSE)
#
# RunOptions_Val_NoHyst <- CreateRunOptions(FUN_MOD = RunModel_CemaNeigeGR4J,
# InputsModel = InputsModel,
# IndPeriod_Run = Ind_Val,
# IsHyst = FALSE)
#
# InputsCrit_Cal_NoHyst <- CreateInputsCrit(FUN_CRIT = ErrorCrit_KGE2,
# InputsModel = InputsModel,
# RunOptions = RunOptions_Cal_NoHyst,
# Obs = BasinObs$Qmm[Ind_Cal], VarObs = "Q")
#
# ## preparation of CalibOptions object
# CalibOptions_NoHyst <- CreateCalibOptions(FUN_MOD = RunModel_CemaNeigeGR4J,
# FUN_CALIB = Calibration_Michel,
# IsHyst = FALSE)
## ----warning=FALSE, eval=FALSE------------------------------------------------
# ## calibration
# OutputsCalib_NoHyst <- Calibration(InputsModel = InputsModel,
# InputsCrit = InputsCrit_Cal_NoHyst,
# RunOptions = RunOptions_Cal_NoHyst,
# CalibOptions = CalibOptions_NoHyst,
# FUN_MOD = RunModel_CemaNeigeGR4J,
# FUN_CALIB = Calibration_Michel)
## ----warning=FALSE, eval=FALSE------------------------------------------------
# OutputsModel_Cal_NoHyst <- RunModel_CemaNeigeGR4J(InputsModel = InputsModel,
# RunOptions = RunOptions_Cal_NoHyst,
# Param = OutputsCalib_NoHyst$ParamFinalR)
#
# OutputsModel_Val_NoHyst <- RunModel_CemaNeigeGR4J(InputsModel = InputsModel,
# RunOptions = RunOptions_Val_NoHyst,
# Param = OutputsCalib_NoHyst$ParamFinalR)
## ----warning=FALSE, message=FALSE, eval=FALSE---------------------------------
# OutputsCrit_Cal_NoHyst <- ErrorCrit(InputsCrit = InputsCrit_Cal,
# OutputsModel = OutputsModel_Cal_NoHyst)
#
# OutputsCrit_Val_NoHyst <- ErrorCrit(InputsCrit = InputsCrit_Val,
# OutputsModel = OutputsModel_Val_NoHyst)
## ----warning=FALSE------------------------------------------------------------
str(OutputsCrit_Cal_NoHyst, max.level = 2)
str(OutputsCrit_Val_NoHyst, max.level = 2)
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