首页|沙尘天气识别和预报方法研究综述

沙尘天气识别和预报方法研究综述

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沙尘天气是极端天气现象,会使空气浑浊、能见度骤降,给人类社会各个方面带来恶劣影响;沙尘气溶胶还通过改变大气辐射收支及云微物理特性对天气气候产生重要影响.围绕沙尘天气的相关研究一直是灾害天气预报领域中重要的研究方向,准确识别和预报沙尘天气在生态环境保护、气候变化等方面均具重要意义.回顾了近年来关于沙尘天气识别与预报方法相关的研究成果,对重要的方法进行了详细介绍,同时分析比较了不同方法的优缺点.最后,对沙尘天气识别与预报相关的研究成果进行了总结,并展望了有价值的研究方向.
Review on identification and forecasting of dusty weather
Dusty weather is an extreme weather phenomenon that occurs frequently in the northern China.It leads to a turbidity of the air and a sharp decline in visibility,causing adverse effects on various aspects of hu-man society.Dust aerosols transported into the atmosphere by strong winds also have a significant impact on weather and climate by modulating atmospheric radiation budget and cloud microphysics.Accurate identification and forecasting of dusty weather are of great significance in ecological protection and climate change mitigation.This paper provides a comprehensive review of recent research on methods for identifying and forecasting dust events.Important methods are described in detail,and their advantages and disadvantages are analyzed and com-pared.Finally,this paper summarizes the research achievements related to the identification and forecasting of dusty weather and proposes valuable future research directions.

dusty weatheridentification of dusty weatherforecasting of dusty weathernumerical simula-tionmachine learning

陈思宇、杜世康、毕鸿儒、赵丹、张越、陈渔、娄高僮、陈俊言

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兰州大学大气科学学院,甘肃兰州 730000

兰州大学半干旱气候变化教育部重点实验室,甘肃兰州 730000

兰州大学资源环境学院,甘肃兰州 730000

沙尘天气 沙尘天气识别 沙尘天气预报 数值模拟 机器学习

国家自然科学基金气象联合基金国家自然科学基金面上项目广州市实验室项目

U224220942175106SRPG22-007

2024

中国沙漠
中国科学院寒区旱区环境与工程研究所

中国沙漠

CSTPCD北大核心
影响因子:1.504
ISSN:1000-694X
年,卷(期):2024.44(1)
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