ErrorCrit_KGE <- function(InputsCrit, OutputsModel, warnings = TRUE, verbose = TRUE) { ## Arguments check if (!inherits(OutputsModel, "OutputsModel")) { stop("'OutputsModel' must be of class 'OutputsModel'") } EC <- .ErrorCrit(InputsCrit = InputsCrit, Crit = "KGE", OutputsModel = OutputsModel, warnings = warnings) CritValue <- NA SubCritValues <- rep(NA, 3) SubCritNames <- c("r", "alpha", "beta") SubCritPrint <- rep(NA, 3) if (EC$CritCompute) { ## Other variables preparation meanVarObs <- mean(EC$VarObs[!EC$TS_ignore]) meanVarSim <- mean(EC$VarSim[!EC$TS_ignore]) ## SubErrorCrit KGE rPearson SubCritPrint[1L] <- paste0(EC$CritName, " cor(sim, obs, \"pearson\") =") Numer <- sum((EC$VarObs[!EC$TS_ignore] - meanVarObs) * (EC$VarSim[!EC$TS_ignore] - meanVarSim)) Deno1 <- sqrt(sum((EC$VarObs[!EC$TS_ignore] - meanVarObs) ^ 2)) Deno2 <- sqrt(sum((EC$VarSim[!EC$TS_ignore] - meanVarSim) ^ 2)) if (Numer == 0) { if (Deno1 == 0 & Deno2 == 0) { Crit <- 1 } else { Crit <- 0 } } else { Crit <- Numer / (Deno1 * Deno2) } if (is.numeric(Crit) & is.finite(Crit)) { SubCritValues[1L] <- Crit } ## SubErrorCrit KGE alpha SubCritPrint[2L] <- paste0(EC$CritName, " sd(sim)/sd(obs) =") Numer <- sd(EC$VarSim[!EC$TS_ignore]) Denom <- sd(EC$VarObs[!EC$TS_ignore]) if (Numer == 0 & Denom == 0) { Crit <- 1 } else { Crit <- Numer / Denom } if (is.numeric(Crit) & is.finite(Crit)) { SubCritValues[2L] <- Crit } ## SubErrorCrit KGE beta SubCritPrint[3L] <- paste0(EC$CritName, " mean(sim)/mean(obs) =") if (meanVarSim == 0 & meanVarObs == 0) { Crit <- 1 } else { Crit <- meanVarSim / meanVarObs } if (is.numeric(Crit) & is.finite(Crit)) { SubCritValues[3L] <- Crit } ## ErrorCrit if (sum(is.na(SubCritValues)) == 0) { CritValue <- (1 - sqrt((SubCritValues[1L] - 1)^2 + (SubCritValues[2L] - 1)^2 + (SubCritValues[3L] - 1)^2)) } ## Verbose if (verbose) { message(sprintf("Crit. %s = %.4f", EC$CritName, CritValue)) message(paste("\tSubCrit.", SubCritPrint, sprintf("%.4f", SubCritValues), "\n", sep = " ")) } } ## Output OutputsCrit <- list(CritValue = CritValue, CritName = EC$CritName, SubCritValues = SubCritValues, SubCritNames = SubCritNames, CritBestValue = EC$CritBestValue, Multiplier = EC$Multiplier, Ind_notcomputed = EC$Ind_TS_ignore) class(OutputsCrit) <- c("KGE", "ErrorCrit") return(OutputsCrit) }