datsubset: Subset data by subperiod, code list or no. of years with data

In climatol: Climate Tools (Series Homogenization and Derived Products)

Subset data by subperiod, code list or no. of years with data

Description

This function allows saving a subset of climatol input data into new input files by selecting a subperiod, a minimum number of years with data and/or a group of stations.

Usage

datsubset(varcli, anyi, anyf, anyis=anyi, anyfs=anyf, minny=NA, codes=NULL,
na.strings=NA, ini=NA)

Arguments

varcli	Short name of the studied climatic variable.
anyi	Initial year of the data present in the file.
anyf	Final year of the data present in the file.
anyis	First year of the output subperiod. (Defaults to anyi).
anyfs	Last year of the output subperiod. (Defaults to anyf).
minny	Minimum number of years with data to retain the series.
codes	Vector of chosen station codes. (Defaults to NULL, meaning all).
na.strings	Strings marking missing data (NA by default).
ini	Initial date (if not January 1st).

Details

Homogenization by climatol requires that no time step be totally void of data in all stations simultaneously. This function allows subsetting already existing climatol input files by selecting a subperiod and/or stations with a minimum number of years with data (may contain gaps).

Another possibility is to choose a group of stations, useful when the initial cluster analysis reveals areas with different climate regimes that should be homogenized independently.

Examples

## Set a temporal working directory and write input files:
wd <- tempdir()
wd0 <- setwd(wd)
data(climatol_data)
write.table(Temp.est,'Temp_1961-2005.est',row.names=FALSE,col.names=FALSE)
write(Temp.dat,'Temp_1961-2005.dat',ncolumns=12)

## Now run the examples:
datsubset('Temp',1961,2005,1971,2000,minny=20)
datsubset('Temp',1971,2000,codes=c('st02','st03'))

## Return to user's working directory:
setwd(wd0)

## Input and output files can be found in directory:
print(wd)

climatol documentation built on June 8, 2025, 10:54 a.m.