“…Globally, citizen scientists are collaborating with researchers to monitor water quality parameters such as pH, turbidity, and nutrient load on unprecedented spatial and temporal scales (Farnham et al, 2017; Ho et al, 2020; Wang et al, 2020). Citizen scientists are collecting data on endangered and invasive species in rivers and lakes (Run, Herring, Run!, 2021; Weinberger, 2019), monitoring restoration sites (Yardi et al, 2019), engaging in in resource management decisions (Owen & Parker, 2018; Paul et al, 2020), and contributing to our understanding of the effects of water quality on human health (Kashian et al, 2014; Roy & Edwards, 2019; Webber et al, 2021). In some instances, citizen‐collected data has been used post hoc to fill in critical data needs—such as in Saudi Arabia where scientists reconstructed otherwise unknown water level rise in a popular recreational cave by analyzing video footage posted on YouTube (Michelsen et al, 2016).…”