Estimation of precipitation induced by tropical cyclones based on machine‐learning‐enhanced analogue identification of numerical prediction

Estimation of precipitation induced by tropical cyclones based on machine‐learning‐enhanced analogue identification of numerical prediction

Abstract A tropical cyclone (TC) is an extremely hazardous weather event. These events include heavy rain as an important hazard factor, which poses a serious threat to the public safety of coastal cities. Presently, numerical weather prediction (NWP) is an important and commonly used method to supp...

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Bibliographic Details
Main Authors: Yuan‐Yuan Liu, Lei Li, Ye‐Sen Liu, Pak‐Wai Chan, Wen‐Hai Zhang, Li Zhang
Format: Article
Language:English
Published: Wiley 2021-03-01
Series:Meteorological Applications
Subjects:
analogue identification
machine learning
numerical weather prediction
Shenzhen
tropical cyclone precipitation
Online Access:https://doi.org/10.1002/met.1978

Internet

https://doi.org/10.1002/met.1978

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