Urbanization is the most tangible local-scale impact of humans on the Earth's surface and the surface climate (Jia et al., 2020;Kalnay & Cai, 2003). Urbanization-associated perturbations in land use/land cover (LULC) can substantially alter the micro-climate of cities via re-adjustment of the surface energy balance. Specifically, urban regions are observed to be warmer (based on temperature measured at 2 meter) and drier (based on moisture mixing ratio at 2 meter) than peripheral rural areas, commonly referred in the literature as Urban Heat Island (UHI) (e.g., Oke and Cleugh., 1991) and Urban Dry Island (UQI) (Oke & Cleugh, 1987), respectively. Along with LULC changes, urbanization is also associated with increases in the heat generated by anthropogenic activities or anthropogenic heat flux (AHF) into the urban atmosphere. Notably, the global urban population has crossed ∼4 billion (half of the total global population) and is expected to reach up to ∼7 billion, accounting for two-third of the total global population, by 2050 (Ritchie & Max, 2018). The human body's ability to dissipate metabolic heat through evaporative cooling (sweating) and heat conduction is inversely proportional to the ambient temperature and humidity (Sherwood & Huber, 2010). Consequently, urbanization-induced perturbations in micro-climate can substantially affect a large portion of the global population in the near future via urban-induced heat stress intensity (UHSI) and its associated economic impacts (