VERIFICATION OF TROPICAL CYCLONE RAINFALL PREDICTIONS FROM CMA AND JMA GLOBAL MODELS

被引:0
|
作者
王雨 [1 ]
沈学顺 [1 ]
陈德辉 [1 ]
机构
[1] Numerical Weather Prediction Center,China Meteorological Administration
关键词
tropical cyclone; rainfall; model; verification;
D O I
10.16555/j.1006-8775.2012.04.014
中图分类号
P456.7 [数值预报方法];
学科分类号
0706 ; 070601 ;
摘要
The number of tropical cyclone (TC) genesis over the South China Sea and the Northwest Pacific Ocean in 2009 is significantly less than the average (27.4). However, the number of landfall TC over China’s mainland and its associated rainfall is more than the average. This paper focuses on the performance of numerical weather prediction (NWP) of landfall TC precipitation over China in 2009. The China Meteorological Administration (CMA) and Japan Meteorological Agency (JMA) models are compared. Although the schemes of physical processes, the data assimilation system and the dynamic frame are entirely different for the two models, the results of forecast verification are similar to each other for TC rainfall and track except for TC Goni. In this paper, a day with daily rainfall amount greater than 50 mm was selected as a storm rain day when there was a TC affecting the mainland. There are 32 storm rain days related to the landing of typhoons and tropical depressions. The rainfall forecast verification methods of National Meteorological Centre (NMC) of CMA are selected to verify the models’ rainfall forecast. Observational precipitation analyses related to TCs in 2009 indicate a U-shape spatial distribution in China. It is found that the rain belt forecasted by the two models within 60 hours shows good agreement with observations, both in the location and the maximum rainfall center. Beyond 3 days, the forecasted rainfall belt shifts northward on average, and the rainfall amount of the model forecasts becomes under-predicted. The rainfall intensity of CMA model forecast is more reasonable than that of JMA model. For heavy rain, the JMA model made more missing forecasts. The TC rainfall is verified in Guangdong, Guangxi, Fujian and Hainan where rainfall amount related to TCs is relatively larger than in other regions. The results indicate that the model forecast for Guangdong and Guangxi is more skillful than that for Hainan. The rainfall forecast for Hainan remains difficult for the models because of insufficient observation data and special tropical ocean climate.
引用
收藏
页码:537 / 542
页数:6
相关论文
共 50 条
  • [21] Assessing forecasting models on prediction of the tropical cyclone Dineo and the associated rainfall over Botswana
    Moses, Oliver
    Ramotonto, Samuel
    [J]. WEATHER AND CLIMATE EXTREMES, 2018, 21 : 102 - 109
  • [22] A Comparison of Tropical Cyclone Genesis Forecast Verification from Three Global Forecast System (GFS) Operational Configurations
    Halperin, Daniel J.
    Penny, Andrew B.
    Hart, Robert E.
    [J]. WEATHER AND FORECASTING, 2020, 35 (05) : 1801 - 1815
  • [23] Benchmark rainfall verification of landfall tropical cyclone forecasts by operational ACCESS-TC over China
    Yu, Zifeng
    Chen, Ying Jun
    Ebert, Beth
    Davidson, Noel E.
    Xiao, Yi
    Yu, Hui
    Duan, Yihong
    [J]. METEOROLOGICAL APPLICATIONS, 2020, 27 (01)
  • [24] Tropical cyclone tracking and verification techniques for Met Office numerical weather prediction models
    Heming, J. T.
    [J]. METEOROLOGICAL APPLICATIONS, 2017, 24 (01) : 1 - 8
  • [25] Verification of the skill of numerical weather prediction models in forecasting rainfall from US landfalling tropical cyclones
    Luitel, Beda
    Villarini, Gabriele
    Vecchi, Gabriel A.
    [J]. JOURNAL OF HYDROLOGY, 2018, 556 : 1026 - 1037
  • [26] Skill of Global Raw and Postprocessed Ensemble Predictions of Rainfall over Northern Tropical Africa
    Vogel, Peter
    Knippertz, Peter
    Fink, Andreas H.
    Schlueter, Andreas
    Gneiting, Tilmann
    [J]. WEATHER AND FORECASTING, 2018, 33 (02) : 369 - 388
  • [27] EVALUATION OF TROPICAL CYCLONE FORECASTS FROM OPERATIONAL GLOBAL MODELS OVER THE WESTERN NORTH PACIFIC IN 2013
    Chen, Guomin
    Yu, Hui
    Cao, Qing
    [J]. TROPICAL CYCLONE RESEARCH AND REVIEW, 2015, 4 (01) : 18 - 26
  • [28] EVALUATION OF TROPICAL CYCLONE FORECASTS FROM OPERATIONAL GLOBAL MODELS OVER THE WESTERN NORTH PACIFIC IN 2013
    GUOMIN CHEN
    HUI YU
    QING CAO
    [J]. Tropical Cyclone Research and Review, 2015, (01) : 18 - 26
  • [29] Global and Regional Aspects of Tropical Cyclone Activity in the CMIP5 Models
    Camargo, Suzana J.
    [J]. JOURNAL OF CLIMATE, 2013, 26 (24) : 9880 - 9902
  • [30] Climatology of Tropical Cyclone Extreme Rainfall over China from 1960 to 2019
    Ying Li
    Dajun Zhao
    [J]. Advances in Atmospheric Sciences, 2022, 39 : 320 - 332