“…Natural and anthropogenic factors can in uence changes in water quality, and rivers receive a considerable load of pollutants released into the air, soil, or directly into drainage networks (Padowski, 2020;Province, 2015;Vittori et al, 2018;Zhao et al, 2019). Of these, anthropogenic activities are the primary sources of alterations, dumping urban (Castro et al, 2021;Padowski, 2020;Province, 2015), industrial (Dadi et al, 2018;Gonzalo and Camargo, 2013;Kistemann et al, 2016) and agricultural (Edwards et al, 2019;Vittori et al, 2018) e uents that can pose a risk and cause severe harmful effects to marine and human species once they reach water bodies, due to the highly toxic elements, ions and substances they carry (Dadi et Wang et al, 2018). The former is promoted by surface runoff over large areas and makes identi cation, measurement, and, consequently, controlling di cult, as there are low concentrations of polluting species in water (Carazo-Rojas et al, 2018; Libos et al, 2003;Lima et al, 2016).…”