The Development of a Consensus Machine Learning Model for Hurricane Rapid Intensification Forecasts with Hurricane Weather Research and Forecasting

Ko, MC; Chen, XM; Kubat, M; Gopalakrishnanb, S

Ko, MC (通讯作者),Univ Miami, Cooperat Inst Marine & Atmospher Studies, Miami, FL 33124 USA.;Ko, MC (通讯作者),NOAA OAR Atlantic Oceanog & Meteorol Lab, Miami, FL 33149 USA.;Ko, MC (通讯作者),Univ Miami, Elect & Comp Engn, Miami, FL 33124 USA.

WEATHER AND FORECASTING, 2023; 38 (8): 1253

Abstract

This study focused on developing a consensus machine learning (CML) model for tropical cyclone (TC) intensity-change forecasting, especially for rapid......

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