气候变化领域集成服务门户(CCPortal): A comprehensive review on the modeling of tropical cyclone boundary layer wind field

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DOI	10.1063/5.0188832
	A comprehensive review on the modeling of tropical cyclone boundary layer wind field
	Chang, Yu; Wang, Jiayao; Li, Sunwei; Chan, P. W.
发表日期	2024
ISSN	1070-6631
EISSN	1089-7666
起始页码	36
结束页码	3
卷号	36 期号:3
英文摘要	Tropical cyclone (TC) wind field models are becoming increasingly sophisticated and complex. This review systematically discusses a range of models capable of simulating TCs in terms of modifications or simplifications of the governing equation, the Navier-Stokes equations, as a starting point. The discussion focuses on linear models, which include slab models, height-resolving models, and numerical simulation methods, respectively. The linear model offers quick calculations and insights into physical mechanisms, while slab models have limitations in capturing important processes and site conditions. The height-resolving model is widely used for Monte Carlo simulations, providing realistic three-dimensional wind structures. Nonlinear simulations yield reliable results for typhoon trajectory prediction, although they require specific boundary and initial conditions. Integration of nonlinear simulation with artificial intelligence and machine learning shows promise for faster typhoon prediction. However, challenges remain in terms of data training for machine learning models. Future advancements in these areas have the potential to enhance hazard assessment and weather forecasting. (c) 2024 Author(s). All article content, except where otherwise noted, is licensed under a Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/)
语种	英语
WOS研究方向	Mechanics ; Physics
WOS类目	Mechanics ; Physics, Fluids & Plasmas
WOS记录号	WOS:001190280000008
来源期刊	PHYSICS OF FLUIDS
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/293722
作者单位	Tsinghua Shenzhen International Graduate School; Hong Kong University of Science & Technology; Tsinghua University
推荐引用方式 GB/T 7714	Chang, Yu,Wang, Jiayao,Li, Sunwei,et al. A comprehensive review on the modeling of tropical cyclone boundary layer wind field[J],2024,36(3).
APA	Chang, Yu,Wang, Jiayao,Li, Sunwei,&Chan, P. W..(2024).A comprehensive review on the modeling of tropical cyclone boundary layer wind field.PHYSICS OF FLUIDS,36(3).
MLA	Chang, Yu,et al."A comprehensive review on the modeling of tropical cyclone boundary layer wind field".PHYSICS OF FLUIDS 36.3(2024).