Thanks for the hints. Eitherway I´ve found another solution now: w03_11temp<-read.delim2("w03_11.ASC", fileEncoding="ISO-8859-15", skip = 4) colnames(w03_11temp) <- c("date", "time", "temp") library(zoo) w03_11temp_z <- zoo(w03_11temp$temp, as.POSIXct(paste(w03_11temp$date, w03_11temp$time), format="%d.%m.%y %H:%M:%S")) w03_11temp_y <- merge(w03_11temp_z, zoo(order.by=seq(start(w03_11temp_z), end(w03_11temp_z), by=1))) w03_11temp_x <- na.approx(w03_11temp_y) w03_11temp_w <- data.frame(date=format(index(w03_11temp_x), "%d.%m.%y"), time=format(index(w03_11temp_x), "%H:%M:%S"), temp=coredata(w03_11temp_x))
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