Flooding of Hat Yai, one of the most significant commercial centers in southern Thailand, is becoming more serious and frequent in 2025, and the issue of long-term resilience is rather urgent. According to the recent changes in satellite observations, drastic changes in land patterns, water flow behavior, and changes in climate-related rainfall intensity have been observed, which impact the vulnerability …
