crossrefSustainability2026-07-24
Spatio-Temporal Machine Learning for Flood Risk Assessment Under SSP Scenarios: A Case Study of Maha Sarakham, Thailand
Narueset Prasertsri, Patiwat Littidej, Benjamabhorn Pumhirunroj, Donald Slack
Flooding is a destructive natural hazard intensified by climate change, posing challenges to sustainable disaster risk management. This study developed and evaluated machine learning models for flood severity prediction within a hexagonal grid system (H3, resolution 8) under rain…