R/RProjects/HITHATStats/R/mh13.R

In jlthomps/EflowStats: Returns HIT/HAT Hydrologic Indicator stats for a given set of data

#' Function to return the MH13 hydrologic indicator statistic for a given data frame
#' 
#' This function accepts a data frame that contains columns named "discharge", "year_val" and "month_val" and 
#' calculates MH13. Variability across maximum monthly flow values. Compute the mean and standard deviation 
#' for the maximum monthly flows over the entire flow record. MH13 is the standard deviation times 100 
#' divided by the mean maximum monthly flow for all years.
#' 
#' @param qfiletempf data frame containing a "discharge" column containing daily flow values
#' @return mh13 numeric value of the standard deviation times 100 divided by the mean maximum monthly flow for the given data frame
#' @export
#' @examples
#' load_data<-paste(system.file(package="HITHATStats"),"/data/obs_data.csv",sep="")
#' qfiletempf<-read.csv(load_data)
#' mh13(qfiletempf)
mh13 <- function(qfiletempf) {
  maxmonbyyr <- aggregate(qfiletempf$discharge, list(qfiletempf$year_val, 
                                                     qfiletempf$month_val), FUN = max, na.rm=TRUE)
  colnames(maxmonbyyr) <- c("Year", "Month", "maxmo")
  sdmaxmonflows <- sd(maxmonbyyr$maxmo)
  meanmaxmonflows <- mean(maxmonbyyr$maxmo)
  mh13 <- (sdmaxmonflows * 100)/meanmaxmonflows
  return(mh13)
}