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Python stacking multidimensional arrays from geotiff, grabbing index of max value of each pixel across stacks

I am fairly new to GeoSpatial coding and coding in general. I have roughly 100 geotiff files of the same region. I'd like to index each stack with the datetime, go pixel by pixel and solve for the max ...
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