Preliminary checks turned up the following:

  • Night light emissions & Light per capita 
  • Smog/Smoke emissions
  • Hyperspectral imaging

So far there is one study I am aware of that is along the lines of the question:

http://www.academicjournals.org/article/article1379515197_Bualhamam.pdf

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