Sotirios V. Archontoulis1, Ranae N. Dietzel2, Mark A. Licht3, Michael J. Castellano4, Andy VanLoocke2, Raziel Antonio Antonio-Ordoñez2, Javed Iqbal5, Laila A. Puntel6, Silvia C. Cordova1, Rafael A Martinez-Feria7, Kaitlin Togliatti8, Isaiah L. Huber2, Daryl Herzmann2 and Matthew J Helmers9, (1)Iowa State University, Ames, IA, (2)Department of Agronomy, Iowa State University, Ames, IA, (3)Department of Agronomy, Iowa State University, Roland, IA, (4)Iowa State University, Ames, IA, US, (5)Department of Agronomy, University of Nebraska-Lincoln, Lincoln, NE, US, (6)Agronomy, University of Nebraska-Lincoln, Lincoln, NE, (7)Department of Agronomy, Iowa State University, Des Moines, IA, (8)University of Wisconsin-Madison, Madison, WI, (9)Ag & Biosystems Engineering, Iowa State University, Ames, IA, US