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overlying data on an image

I have a grid of elevation heights in geo coordinates. Also I have
lats, lons, heights. I need to plot the lats, lons, and heights on top
of the grided image. How can I do that? Do I need to grid the data
points (lat,lon,h) first? any suggestion/code will help.