Check out the Shelby Farms Greenline! It is open from dawn to dusk and is only about 1.5 miles North to the entrance on Podesta Street.
http://www.shelbyfarmsgreenline.org/
Map of the Greenline
http://www.commercialappeal.com/data/greenline/
Quick look at how you can get to Podesta St from McElroy