1. Texas A&M University Department of Entomology College Station, TX USA
2. United States Department of Agriculture, Agricultural Research Service, Insect Control and Cotton Disease Research College Station, TX USA
3. Texas A&M University, High Performance Research Computing College Station, TX USA