Open access
Sep 2026
How ocean thermal structure and atmospheric steering govern typhoon evolution: evidence from interpretable machine learning
This study develops a tree-based framework for simultaneous multi-step prediction of typhoon trajectory and intensity in Western North Pacific (WNP), and applies SHapley additive explanations (SHAP) to quantify the contribution of individual environmental drivers to each forecast.
H. Dang, M. Roantree, V. Tran
· Environmental Research Commu... · 0 citations