Improving tropical cyclone rapid intensification forecasts with satellite measurements of sea surface salinity and calibrated machine learning

Forecasting rapid intensification (RI) of tropical cyclones (TC) is a mission known for large errors. One under-researched factor that affects TC intensification is salinity, which is important for density stratification in certain ocean regions and can affect the surface enthalpy flux under a stren...

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Bibliographic Details

Published in:	Environmental Research Letters
Main Authors:	Ryan Eusebi, Hui Su, Longtao Wu, Pingping Rong, Karthik Balaguru, Ruby Leung, Yong-Sang Choi, Pak Wai Chan, Jianping Gan, Mark DeMaria, Galina Chirokova
Format:	Article
Language:	English
Published:	IOP Publishing 2025-01-01
Subjects:	tropical cyclone satellite hurricane rapid intensification salinity machine learning
Online Access:	https://doi.org/10.1088/1748-9326/adac7f