Freshwater ecosystems worldwide are increasingly threatened by human activities, yet the ecological mechanisms linking anthropogenic pressures to algal community dynamics remain incompletely resolved in the Himalayan river systems. To bridge this gap, this study presents a rapid ecological assessment of algal diversity and water quality across three sites in the Kosi watershed, India, integrating comprehensive physicochemical...