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## Very simple function for soil temperature
## The argument is a data frame with hour of the day and air temperature
stemp <- function(hr.temp, a=8, t0=0, lag=48){
## Sanity checks
## The object hr.temp should have hour in the first column and temperature in the second column
if(ncol(hr.temp) != 2) stop("number of columns should be equal to 2")
ans <- numeric(nrow(hr.temp))
for(i in 1:nrow(hr.temp)){
if(i < lag){
ans[i] <- hr.temp[i,1]
}else{
## Collect the data for the last x hours, given by lag
tmp <- hr.temp[(i-lag):i,2]
mtmp <- mean(tmp, na.rm=TRUE)
amp <- (max(tmp, na.rm=TRUE) - min(tmp, na.rm=TRUE))/a
ans[i] <- mtmp + amp * -sin((hr.temp[i,1] - t0)/3.66)
}
}
ans
}
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