Israeli startup Utilis (now Asterra) uses readily-available satellite images to pinpoint underground water leaks. Spectral microwave imaging, plus Utilis’ patented set of algorithms, tracks the “signature” of drinking water as it leaks from distribution pipes.
http://jewishbusinessnews.com/2015/12/23/israeli-startup-utilis-spotting-water-leaks-by-satellite/