Food deserts are often talked about in urban settings. However, many rural areas in the state have seen grocers and other sources of fresh food disappear over the years. In a rural setting, a food desert is defined as a location that is more than 10 miles away from a supermarket or large grocery store, according to the U.S. Department of Agriculture.