Juglans nigra
18-24 inches tall
Once mature it will reach heights of 50-75ft, with similar spread.  Is tolerant of various soil types as long as they are well-drained.  Prefers full sun.  Produces nuts in early to mid-autumn after 7 years.  Is self-fertile, but plant multiple for a better crop.