This research could not have been completed without the aid of Cargill, Inc., who sponsored my research. I am indebted to Zabedah “the data diva” Saad, my project mentor, who provided me with constant encouragement and advise throughout this project. In addition, I would like to thank Dr. Nicholas Pullen and David Lyons whose expertise made this project possible.