如何计算月平均值?

时间:2012-05-08 17:52:40

标签: r weather

我有这样的每日天气预报。 我想要的是计算最大,最小和观察温度的月平均值,然后绘制这三行。我已经转换了这样的日期格式:

Date = as.POSIXlt(Weather2011$Date, format = "%m/%d/%Y")  
Year = as.numeric(format(Date, format = "%Y"))
Month = as.numeric(format(Date, format = "%m"))
Week = as.numeric(format(Date, format = "%U"))
Weekday = as.numeric(format(Date, format = "%w"))

Weather2011看起来像这样:

Date      Max.Temp  Min.Temp  Temp  Date        Year   Month  Week  Weekday
6/3/2010  87        63        63    2010-06-03  2010   6      22    4
6/4/2010  83        63        73    2010-06-04  2010   6      22    5

1 个答案:

答案 0 :(得分:3)

我发现tapply效果很好。防爆。

x <- seq(from=as.Date("2000-01-01"), to=as.Date("2004-12-31"), by="day")
y <- sin(seq(from=0, to=2*pi*5,length.out=length(x)))+rnorm(length(x))
yyyymm <- paste(format(as.POSIXlt(x), format="%Y-%m"), "01", sep="-")
MEAN <- tapply(y, yyyymm, mean)
MAX <- tapply(y, yyyymm, max)
MIN <- tapply(y, yyyymm, min)
#plots
x11()
par(mfcol=c(1,2))
plot(x,y, ylim=range(MEAN, MAX, MIN), ylab="", xlab="")
plot(as.POSIXlt(names(MEAN)), MEAN, t="l", ylim=range(MEAN, MAX, MIN), ylab="", xlab="")
lines(as.POSIXlt(names(MEAN)), MAX, lty=2)
lines(as.POSIXlt(names(MEAN)), MIN, lty=2)

enter image description here