Aeolus 水平视线风观测对全球数值天气预报系统中热带气旋预报的影响

IF 3 3区 地球科学 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Quarterly Journal of the Royal Meteorological Society Pub Date : 2024-01-09 DOI:10.1002/qj.4653
I. Okabe, K. Okamoto
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引用次数: 0

摘要

携带多普勒风激光雷达仪器的Aeolus卫星于2018年8月发射升空。这是欧洲航天局首次执行提供高垂直分辨率全球风廓线的任务。许多研究都报道了同化来自 Aeolus 的水平视线(HLOS)风数据对数值天气预报的重大积极影响。在本研究中,针对热带气旋(TC)预报,详细调查了同化数据对日本气象厅全球模式的影响。特别是研究了每次分析中增量的直接影响,并通过重新初始化分析实验进行了验证。在验证期间,重点研究了 2020 年夏季发生在北太平洋西部的 23 个热带气旋。在近地组(NEAR)的案例中,"飞燕 "从热带气旋中心经过的经纬度在 5 度以内,其路径预报的改进幅度最大。在东风组或西风组中,埃厄洛斯经过热气旋中心以东或以西的情况也有所改善,这表明热气旋上游风的预测精度对路径预报非常重要。在近地组案例中,埃厄洛斯经过热气旋最大风半径内时,热气旋中心气压的正偏差也有所增加。这是因为在分析中无法表示高层的涡度场。其中一个可能的原因是观测的水平分辨率不够。我们还进行了一些案例研究,以评估 Aeolus 数据如何改进了热带气旋的路径预报和强度预报。
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Impact of Aeolus horizontal line-of-sight wind observations on tropical cyclone forecasting in a global numerical weather prediction system
The satellite Aeolus, carrying a Doppler Wind Lidar instrument, was launched in August 2018. It is the first mission of the European Space Agency to provide wind profiles globally with high vertical resolutions. The significant positive impact of assimilating the horizontal line-of-sight (HLOS) wind data from Aeolus on numerical weather prediction has been reported in many works. In this study, in terms of tropical cyclone (TC) forecasting, the impact of the assimilated data on the Japan Meteorological Agency's global model was investigated in detail. Especially, the direct effect given by the increment in each analysis was studied and validated using the reinitialised analysis experiment. The 23 TCs that occurred in the western North Pacific during the summer of 2020 were focused on in the validation period. The largest improvement of track forecasting was found for cases of the NEAR group in which Aeolus passed within 5 degrees of latitude and longitude from a TC centre. The cases of the EAST or WEST groups in which Aeolus passed east or west of the TC centre also indicated some improvements, suggesting that the prediction accuracy of wind upstream of a TC was important for track forecasting. In the NEAR group cases, the increase in positive bias of the TC central pressure was also observed in the cases wherein Aeolus passed inside the maximum wind radius of the TCs. This is explained by the inability to represent the vorticity field in the upper levels in the analyses. One of the possible reasons for this is the insufficient horizontal resolution of observation. We also include some case studies to assess how Aeolus data improved track forecasting and affected intensity forecasting of TCs, specifically.
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来源期刊
CiteScore
16.80
自引率
4.50%
发文量
163
审稿时长
3-8 weeks
期刊介绍: The Quarterly Journal of the Royal Meteorological Society is a journal published by the Royal Meteorological Society. It aims to communicate and document new research in the atmospheric sciences and related fields. The journal is considered one of the leading publications in meteorology worldwide. It accepts articles, comprehensive review articles, and comments on published papers. It is published eight times a year, with additional special issues. The Quarterly Journal has a wide readership of scientists in the atmospheric and related fields. It is indexed and abstracted in various databases, including Advanced Polymers Abstracts, Agricultural Engineering Abstracts, CAB Abstracts, CABDirect, COMPENDEX, CSA Civil Engineering Abstracts, Earthquake Engineering Abstracts, Engineered Materials Abstracts, Science Citation Index, SCOPUS, Web of Science, and more.
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