Deep learning for kilometer-scale downscaling of near-surface meteorological variables in a temperate megacity

Alen Kospanov

講演情報

[E] 口頭発表

セッション記号 A (大気水圏科学) » A-TT 計測技術・研究手法

[A-TT49] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

2026年5月27日(水) 13:45 〜 15:15 101 (幕張メッセ国際会議場)

座長:Jayanthi Venkata Ratnam(Application Laboratory, JAMSTEC)、Martineau Patrick(Japan Agency for Marine-Earth Science and Technology)

15:00 〜 15:15

[ATT49-06] Deep learning for kilometer-scale downscaling of near-surface meteorological variables in a temperate megacity

*Alen Kospanov^1,2,4, Mikhail Varentsov^2,4,3, Mikhail Krinitskiy^5,6, Viktor Stepanenko^1,3 (1. Lomonosov Moscow State University, 2. Hydromencenter of Russia, 3. RCC MSU, 4. RSHMU, 5. MIPT, 6. Shirshov Institute of Oceanology)

キーワード：Urban climate, Deep learning, Downscaling, High resolution modelling