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Calculating descriptive stats from many maps

Hi

I have 25000 maps, generated by simulation predictions, covering the
same area, and would like to calculate some descriptive stats, like
mean, standard deviation, median, quartiles of all cells, to create a
"variability map".

Is there an easy way of doing this in R?

Thanks,

Rainer