Urban growth increases land surface temperature (LST), impacting sustainability and public comfort. In arid cities like Sharjah, understanding LST patterns is key for climate-resilient planning. Traditional ground measurements offer high detail but limited coverage, while remote sensing covers broader areas with lower frequency.