Flood Mapping with Random Forest: Sentinel-1 & Sentinel-2 in Google Earth Engine (Kerala Floods 2018 Case Study)
In August 2018, Kerala experienced its worst flooding in nearly a century after extreme monsoon rainfall. Alappuzha — a low-lying district criss-crossed by the Pamba and Achankovil rivers and the Vembanad backwaters — was among the worst affected. This post is the complete, cell-by-cell companion to the Flood Mapping with Machine Learning & Remote Sensing … Read more