S. G. Hussain

Estimating aman and aus rice area in Bangladesh using sentinel-1 imagery and machine learning algorithms

Rice ( Oryza sativa L. ) is Bangladesh’s staple crop, cultivated across three distinct seasons: Rabi (Boro), Kharif-1 (Aus) and Kharif-2 (Aman). This study develops an integrated, cloud-independent framework for mapping Aus and Aman rice areas using freely available Sentinel-1 C-...