“…There have been some analyses that explore a maize plant's response to specific environmental conditions such as salinity, heat, and drought (Sun, Li, et al, 2016b;Witt et al, 2012), nitrogen (Amiour et al, 2012;Brusamarello-Santos et al, 2017;Simons et al, 2014) and low phosphorus (Ganie et al, 2015) by monitoring the relationships of these environmental factors to those of metabolites and transcripts. Further examinations have begun to characterize the breadth of diversity of various inbreds and hybrids across typical agronomic environments particularly emphasizing these effectors on grain and forage composition (Asiago, Hazebroek, Harp, & Zhong, 2012;Baniasadi, Vlahakis, Hazebroek, Zhong, & Asiago, 2014;Benevenuto et al, 2017;Hall et al, 2016;Tang et al, 2017;Venkatesh et al, 2016). There have also been several "omic" analyses to understand the relationship of transcripts and metabolites to critical phenotypic traits including: yield (Asiago et al, 2012;Hazebroek, Janni, & Lightner, 2012;Wang, Xue, & Wang, 2014;Xu, Xu, & Xu, 2017), dry matter accumulation (Westhues et al, 2017), and silking (Yesbergenova-Cuny et al, 2016).…”