Calculating ground cover along a path

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I'm trying to figure out an efficient way of pulling data about ground cover along a specific path, where I know the starting lat/long and the end lat/long.

I've found that the USGS has ground cover data available in GeoTIFF files, but I'm having a hard time figuring out how I can get data from these files along a path easily. Before I go down the long road of learning about this format and trying to write something to efficiently get this data, is there a better way? Am I making a lot more work for myself?

I already get the topography along the path by using the Bing elevation API, but there doesn't seem to be any API out there I can find for ground cover. Specifically, I want to supplement the topography with a 'best guess' about tree coverage, etc, along the 2D path that I'm drawing with the Bing data.



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