rSQM (version 1.3.14)

DailyQMapAll: Quantile mapping bias-correction

Description

Do bias-correction using quantile mapping ans save the bias-corrected outputs for each weather station.

Usage

DailyQMapAll(stndir, stnfile, qmapdir, prjdir, SimAll, RcpNames, VarNames,
  syear_obs, eyear_obs, syear_his, eyear_his, syear_scn, eyear_scn, OWrite,
  SRadiation)

Arguments

stndir

directory path for station information file

stnfile

file name for station information

qmapdir

directory path for bias-corrected output files

prjdir

directory path for project

SimAll

logical. TRUE then process goes over all the senarios available

RcpNames

Rcp names to be uses such as rcp45, rcp85

VarNames

variable to be used such as prcp(precipitation), tmax/tmin, solor radiation, wind etc

syear_obs

start year of observation data

eyear_obs

end year of observation data

syear_his

start year of historical period

eyear_his

end year of historical period

syear_scn

start year of climate change scenario

eyear_scn

end year of climate change scenario

OWrite

Flag for overwriting output files (T: Overwrite, F: Skip)

SRadiation

Flag for calculating solar radiation (T: Calculate, F: Skip)

Examples

# NOT RUN {
## Step 0. Load sample project
rSQMSampleProject() 

## Step 1. Set working environment
EnvList <- SetWorkingEnvironment(envfile = "rSQM.yaml")

## Step 2. Load climate scenario data
LoadCmip5DataFromAdss(dbdir = EnvList$dbdir, NtlCode = EnvList$NtlCode)

## Step 3. Extract daily time series
DailyExtractAll(
cmip5dir = EnvList$cmip5dir,
stndir = EnvList$stndir,
stnfile = EnvList$stnfile,
qmapdir = EnvList$qmapdir,
SimAll = EnvList$SimAll,
ModelNames = EnvList$ModelNames,
RcpNames = EnvList$RcpNames,
VarNames = EnvList$VarNames,
OWrite = EnvList$OWrite)

## Step 4. Bias-correction by simple quantile mapping
DailyQMapAll(
  stndir = EnvList$stndir,
  stnfile = EnvList$stnfile,
  qmapdir = EnvList$qmapdir,
  prjdir = EnvList$prjdir,
  SimAll = EnvList$SimAll,
  RcpNames = EnvList$RcpNames,
  VarNames = EnvList$VarNames,
  syear_obs = EnvList$syear_obs,
  eyear_obs = EnvList$eyear_obs,
  syear_his = EnvList$syear_his,
  eyear_his = EnvList$eyear_his,
  syear_scn = EnvList$syear_scn,
  eyear_scn = EnvList$eyear_scn,
  OWrite = EnvList$OWrite,
  SRadiation = EnvList$SRadiation) 
# }