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投稿时间:2026-04-09 修订日期:2026-07-31
投稿时间:2026-04-09 修订日期:2026-07-31
中文摘要: 本研究评定2025年西北太平洋及南海台风的业务定位和定强精度,以及路径和强度预报精度。2025年,中央气象台的台风定位平均误差为13.5 km,台风定强平均绝对误差为1.1 m·s-1,定位和定强精度优于日本气象厅、美国联合台风警报中心等其他官方台风预报机构。中央气象台24 h、48 h路径预报平均误差分别为56.6 km、95.8 km,24 h、48 h强度预报平均绝对误差分别为3.6 m·s-1、4.9 m·s-1, 24 h和48 h路径和强度预报性能达到历史最好水平。人工智能气象模型在短预报时效的路径预报误差第95%分位数普遍高于数值预报模式,长预报时效则低于数值预报模式。使用适配模型对人工智能气象模型的强度预报进行订正,能够改善人工智能气象模型对台风强度的低估,从而提高台风强度预报精度。
中文关键词: 台风,定位,定强,路径预报,强度预报,精度评定
Abstract:This paper assesses the accuracy of operational position and intensity estimation as well as the accuracy of track and intensity forecasts for the typhoons over the Northwest Pacific and the South China Sea in 2025. It has been found that, in 2025, the mean error of typhoon position estimation and the mean absolute error (MAE) of typhoon intensity estimation made by the National Meteorological Centre (NMC) were 13.5 km and 1.1 m·s-1, respectively. The accuracies of position and intensity estimations by the NMC were superior to those of other official typhoon forecasting agencies, including the Japan Meteorological Agency and the Joint Typhoon Warning Center. The mean errors of 24 h and 48 h typhoon track forecasts by the NMC were 56.6 km and 95.8 km, respectively, and the MAEs of 24 h and 48 h typhoon intensity forecasts were 3.6 m·s-1 and 4.9 m·s-1, respectively. Thus, the performance of NMC’s typhoon track and intensity forecasts with lead times of 24 h and 48 h reached the highest level on record. For AI-based weather prediction (AIWP) models, however, the 95th percentile track forecast errors were generally larger than those of numerical weather prediction (NWP) models at short lead times, but smaller than those of NWP models at long lead times. Correcting the typhoon intensity forecasts of AIWP models with an adaptation model can reduce the underestimation of AIWP models for typhoon intensity and improve the accuracy of typhoon intensity forecasts.
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基金项目:中国气象局上海台风研究所科技发展基金(2024KJFZ10)、中国气象局上海台风研究所基本科研业务费专项(2026JB09)、中国气象局重点创新团队(台风团队)(CMA2023ZD06)和上海市气象局台风赛道团队共同资助
引用文本:
杨梦琪,陈国民,聂高臻,陈琛,白莉娜,郭蓉,2026.2025年西北太平洋和南海台风预报精度评定[J].气象,52(10):1257-1270.
YANG Mengqi,CHEN Guomin,NIE Gaozhen,CHEN Chen,BAI Lina,GUO Rong,2026.Accuracy Verification of Typhoon Forecasts over the Northwest Pacific and the South China Sea in 2025[J].Meteor Mon,52(10):1257-1270.
杨梦琪,陈国民,聂高臻,陈琛,白莉娜,郭蓉,2026.2025年西北太平洋和南海台风预报精度评定[J].气象,52(10):1257-1270.
YANG Mengqi,CHEN Guomin,NIE Gaozhen,CHEN Chen,BAI Lina,GUO Rong,2026.Accuracy Verification of Typhoon Forecasts over the Northwest Pacific and the South China Sea in 2025[J].Meteor Mon,52(10):1257-1270.
