What about digging for diamonds at that Arkansas state park? People regularly find them. Ok. Mostly small ones. But every once in a while...
http://www.craterofdiamondsstatepark.com/media/latest-finds.aspx
An 8 carat diamond in 2015.
http://www.craterofdiamondsstatepark.com/media/diamond-statistics.aspx