The largest mines of rough emeralds were found hidden deep in the Andes mountain ranges. What are the Top Emerald Mining Countries of the World? Rough emeralds out in the production of these stones. Here is a look at the top mining countries for rough emeralds: Colombia. The mountain ranges of the Andes are located in Colombia.