creating a contour correlation plot from 2 existing contourplots

Hello experts,
I have two contour plots of latitude vs longitude plots of 5 by 5 degrees grid in latitude and longitude. So finally, I have two matrix of 37 x 73 matrix. I would like to simply create a new correlation coefficient CONTOUR plot by calculating correlation coefficient at each grid point from the existing 2 matrix (37 x73). How is it possible?
Thanks in advance

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