# Flood Susceptibility Mapping Using Machine Learning and Geospatial-Sentinel-1 SAR Integration for Enhanced Early Warning Systems

> Research article (Remote Sensing, 2025) · cited 11× · AI/ML

**Wikidata**: [openalex:W4415282466](https://www.wikidata.org/wiki/openalex:W4415282466)  
**Source**: https://4ort.xyz/entity/flood-susceptibility-mapping-using-machine-learning-and-geospatial-sentinel-1-sar-integration-for-enhanced-early-warning
