Numerical tests for tropical cyclone track prediction by the global WRF model

IF 2.4 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES
Jingmei Yu
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引用次数: 1

Abstract

This work use the global WRF model containing quadruply nesting with which the highest resolution reached 10 km to simulate the typhoons landed on the coast of China in 2011. The model is driven by the reanalysis data fnl with the resolution of 1° x 1°. The study assess the feasibility and applicability of the global WRF model in the 1–7 days prediction of Tropical Cyclone (TC) track by comparing it with the regional WRF model containing the same setting (physical scheme, dynamical frame, model resolution and nesting grid domain). The global model obtain a similar forecast accuracy to the regional model in 1–7 days, with a difference less than 50 km. The forecast accuracy of the global model for 1, 2, 3, 4, 5, 6 and 7 days is about 70 km, 120 km, 180 km, 240 km, 320 km, 400 km, and 500 km, respectively. The reason of the significant TC track errors in the forecast more than 3 or 4 days is analyzed, it is due to the poor representation of typhoon and its steering flow under the situation of binary typhoon system. The study show that the global WRF model can be exploited to proceed the high resolution TC simulation and make the TC track forecast up to 7 days but not in the case of multiple typhoon.

全球WRF模式预测热带气旋路径的数值试验
本文采用最高分辨率达10公里的四层嵌套全球WRF模型模拟2011年登陆中国沿海的台风。该模型由分辨率为1°x 1°的再分析数据驱动。通过将全球WRF模式与具有相同设置(物理方案、动力框架、模式分辨率和嵌套网格域)的区域WRF模式进行比较,评估WRF模式在1-7天热带气旋路径预报中的可行性和适用性。全球模式与区域模式在1 ~ 7天的预报精度相近,差值小于50 km。全球模式1、2、3、4、5、6和7天的预报精度分别约为70 km、120 km、180 km、240 km、320 km、400 km和500 km。分析了在3天或4天以上的预报中TC轨迹误差较大的原因,认为是二元台风系统下台风及其转向流的表征较差所致。研究表明,全球WRF模式可以进行高分辨率的TC模拟,并能进行7天以内的TC路径预报,但不能用于多台风的情况。
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来源期刊
Tropical Cyclone Research and Review
Tropical Cyclone Research and Review METEOROLOGY & ATMOSPHERIC SCIENCES-
CiteScore
4.60
自引率
3.40%
发文量
184
审稿时长
30 weeks
期刊介绍: Tropical Cyclone Research and Review is an international journal focusing on tropical cyclone monitoring, forecasting, and research as well as associated hydrological effects and disaster risk reduction. This journal is edited and published by the ESCAP/WMO Typhoon Committee (TC) and the Shanghai Typhoon Institute of the China Meteorology Administration (STI/CMA). Contributions from all tropical cyclone basins are welcome. Scope of the journal includes: • Reviews of tropical cyclones exhibiting unusual characteristics or behavior or resulting in disastrous impacts on Typhoon Committee Members and other regional WMO bodies • Advances in applied and basic tropical cyclone research or technology to improve tropical cyclone forecasts and warnings • Basic theoretical studies of tropical cyclones • Event reports, compelling images, and topic review reports of tropical cyclones • Impacts, risk assessments, and risk management techniques related to tropical cyclones
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