<strong>Predicting Flash Flood-Induced Migration Risk in the Greater Sylhet Region Using Multilayer Perceptron Models</strong>

Md. Najmul Kabir

講演情報

[E] 口頭発表

セッション記号 H (地球人間圏科学) » H-TT 計測技術・研究手法

[H-TT15] Geographic Information Systems and Cartography

2026年5月27日(水) 10:45 〜 12:15 展示場特設会場 (2) (幕張メッセ国際展示場 7・8ホール)

座長:Liou Yuei-An(National Central University)、Zou Lei(Texas A&M University College Station)

11:15 〜 11:30

[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)

キーワード：Flash flood-induced migration, Haor Basin, Deep learning, Geospatial analysis, Migration vulnerability assessment