1 1. Introduction Water scarcity is a growing concern in many regions of the U.S. and across the world. Currently, 4 billion people worldwide, including 130 million people in the U.S., experience severe water shortages at least part of the year (Mekonnen and Hoekstra, 2016). Projected growth in populations and food demand, coupled with rising temperatures and changing weather patterns, will further strain available water resources. These issues pose a serious challenge for the agricultural sector, which currently uses more than 70% of the world's fresh water resources for irrigation (World Water Assessment Programme, 2016). In the U.S., the agricultural sector is responsible for 80% of the country's total water consumption and 90% of total water consumption in most western states (U.S. Department of Agriculture, 2017). Furthermore, global agricultural output is projected to double in the next 30 years (World Bank, 2014), and therefore alternative sources of irrigation water are critically needed. Recycled water has emerged as a safe and cost-effective way to provide for the growing 1 demand for irrigation water around the world (Chen et al., 2013). Countries such as Israel and Australia have been using recycled irrigation water for decades, but its use by U.S. agricultural producers has been modest. Though 32 billion gallons of municipal wastewater are produced daily in the U.S. (National Research Council, 2012), only California, Florida, Arizona, and Texas augment their irrigation supplies with recycled water (McNabb, 2017). Perhaps the most According to the California Department of Water Resources (2018), "recycled water is highly treated wastewater 1 from various sources, such as domestic sewage, industrial wastewater and storm water runoff." This type of water has been referred to by several names, including reclaimed water, reused water, treated wastewater, repurified water, tertiary treated wastewater, advanced purified water, NEWater (