The article discusses how accurately measuring water use in large gravity-based irrigation systems is crucial for understanding their performance. It argues that simple methods of evaluation can underestimate the impact of these systems on food security and farming productivity, like in India's extensive canal network. The research suggests ways to improve irrigation data collection for better assessing public irrigation scheme investments.