“…Information regarding fine-scale variations in AMR in small waterbodies is usually constrained to urban, aquaculture, or wastewater treatment ponds where sampling of the influent, midpoint, and effluent are common but, in many cases, only a single sample is collected per sampling date (Tendencia and de la Peña, 2001;Mispagel and Gray, 2005;McKinney et al, 2010;Harmon et al, 2019;Craddock et al, 2020;Hou et al, 2021). In the cases where multiple samples are collected, they are often composited prior to analysis or have the results pooled during data analysis which makes determining the spatial variation across the waterbody impossible (e.g., Lopes et al, 2022;Yoneda et al, 2022). More work is needed to elucidate the spatial variation in AMR in not only irrigation waters but other surface waters as well as the collection of a single sample may result in the under-or overestimation of antibiotic microorganisms or genes present in a waterbody.…”