An increasing frequency of heavy rainfall events has been reported over various urban areas across the globe in recent times (e.g., Kistawal et al., 2020;Luong et al., 2020;Wang et al., 2018). Among several factors, land surface and boundary layer processes seem to strongly influence the development of convective storms, local weather systems, and extreme rainfall events (Pielke et al., 2011;Shem & Shepherd, 2009). Urbanization induced land use/land cover (LULC) change has been attributed as one of the causative factors for localized heavy rainfall events over cosmopolitan cities (