“…The main reason for the high N application is as insurance against N‐deficit‐related yield loss (Roth, 2013). This overapplication of N unnecessarily increases the cost of production, N leaching (Macdonald, Ringrose‐Voase, et al., 2016), runoff losses (Macdonald, Chang, Nadelko, Tuomi, & Glover, 2017; Silburn & Hunter, 2009), and the potential for greenhouse gas emissions (Macdonald, Chang, & Warneke, 2016; Macdonald, Nadelko, Chang, Glover, & Warneke, 2016), as well as reducing NUE (Rochester, 2011). In contrast with high N application, water use in the Australian cotton production system is constrained by its scarcity and increasing competition from other sources (Richards, Bange, & Johnston, 2008).…”