“…These vital water quality parameters, routinely measured in more economically developed countries, such as phosphorus and nitrogen species, dissolved organic carbon, metals, pesticides, chlorophyll and major anion concentrations, are now beginning to be captured by recent Indian academic studies, but the data is usually aggregated to mean and range data, either across the seasons or from all monitoring sites along the river (Yadav and Pandey, 2017b;a;Khan et al, 2016b;Matta et al, 2017;Jin et al, 2015;Mariya et al, 2019;Agarwal et al, 2015), thereby losing spatial and temporal resolution. The presentation of water quality data from specific sampling dates are currently extremely rare in Indian river research, but starting to be presented in recent papers (Sen et al, 2018;Khan et al, 2016a;Pandey and Yadav, 2017). However, the situation in India is improving rapidly, with a wider range of water quality parameters now been measured by the regulatory authorities, including sub-daily data from in-situ water quality probes.…”