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Beyond Traditional Hydrological Models: Transformer-Based Deep Learning for Future Streamflow and Flood Risk Assessment in the Brahmaputra River Basin
1 Introduction The Brahmaputra River Basin (BRB) is one of the most dynamic and hydrologically complex river systems in the world, extending across China, India, Bhutan and Bangladesh and forming the eastern component of the Ganges Brahmaputra Meghna river system. Covering nearly 580,000 km2, the basin supports hundreds of millions of people through agriculture, fisheries, hydropower and navigation while sustaining one of the largest deltaic environments on Earth (Huda and Ali 2018).
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