Flood is a complex phenomenon that results from a combination of factors associated with land and atmospheric conditions. For instance, floods in a river basin are driven by the combined role of the meteorological, catchment, and river system characteristics (Andrés-Doménech et al., 2015;Bertola et al., 2019;Johnson et al., 2016). However, heavy precipitation is mainly associated with flood generation in Indian river basins (Ali et al., 2019). The projected rise in the water holding capacity of the atmosphere, as explained by the Clausius Clapeyron relationship in response to global warming, can result in increased extreme precipitation leading to floods (