[H-TT15] Geographic Information Systems and Cartography

[HTT15-09] Predicting Flash Flood-Induced Migration Risk in the Greater Sylhet Region Using Multilayer Perceptron Models

*Md. Najmul Kabir^1,3, Md. Maksudul Hossain Bhuyan², Md. Anowarul Islam³, Md. Mominul Islam², Emon Barua², Toru Terao⁴, Yuichi S. Hayakawa⁵ (1. Doctoral Student, Graduate School of Environmental Science, Hokkaido University, 2. Graduate Student, Department of Geography and Environment, Shahjalal University of Science and Technology, 3. Faculty of Department of Geography and Environment, Shahjalal University of Science and Technology, 4. Faculty of Education, Kagawa University, 5. Faculty of Environmental Earth Science, Hokkaido University)

Keywords:Flash flood-induced migration, Haor Basin, Deep learning, Geospatial analysis, Migration vulnerability assessment