I'm wondering if there is a (free?) web service that will return the type of terrain at a specific latitude and longitude?
The most important data I'm interested in is whether the point is over water or over land. It would also be useful if I could find out if the point is in an urban area, desert, or in the rainforest, etc. I might be able to guess that based on average rainfall/temperature for a location, or doing a reverse geocode.
Check out GeoNames database, 7.5 million locations including lat/long/elevation and type of each location (see dictionary here).
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