Geospatial and machine learning-based flood susceptibility assessment in Nagaon District, Assam, India

Flooding is a major natural hazard in the Brahmaputra floodplain, severely impacting lives, agriculture, and infrastructure. This study presents a geospatial and machine learning-based flood susceptibility assessment for Nagaon district, Assam, integrating remote sensing and GIS with ensemble boosti...

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Prif Awduron:	Ashokraj Chinnasamy, Vaani N
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	Taylor & Francis Group 2026-12-01
Cyfres:	Geocarto International
Pynciau:	Flood inventory map flood susceptibility zonation multicollinearity analysis XGBoost and LightGBM SHAP analysis
Mynediad Ar-lein:	https://www.tandfonline.com/doi/10.1080/10106049.2026.2677319
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!