Effects of Assimilating Clear-Sky FY-3D MWHS2 Radiance on the Numerical Simulation of Tropical Storm Ampil

被引:10
|
作者
Xu, Dongmei [1 ,2 ,3 ]
Shu, Aiqing [1 ]
Li, Hong [4 ]
Shen, Feifei [1 ,2 ,3 ]
Li, Qiang [5 ]
Su, Hang [6 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Collaborat Innovat Ctr Forecast & Evaluat Meteoro, Joint Int Res Lab Climate & Environm Change ILCEC, Key Lab Meteorol Disaster,Minist Educ KLME, Nanjing 210044, Peoples R China
[2] Heavy Rain & Drought Flood Disasters Plateau & Ba, Chengdu 610225, Peoples R China
[3] China Meteorol Adm, Inst Atmospher Environm, Shenyang 110000, Peoples R China
[4] China Meteorol Adm, Shanghai Typhoon Inst, Shanghai 200030, Peoples R China
[5] Chongqing Meteorol Observ, Chongqing 401147, Peoples R China
[6] Liaoning Prov Meteorol Observ, Shenyang 110016, Liaoning, Peoples R China
基金
中国国家自然科学基金;
关键词
MWHS2; radiance; clear sky; data assimilation; typhoon simulation; BIAS CORRECTION; RADIATIVE-TRANSFER; SATELLITE DATA; FORECASTS; IMPACT; SYSTEM; PREDICTION; RADAR; SCALE; HIMAWARI-8;
D O I
10.3390/rs13152873
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A new advanced microwave humidity sounder FY-3D MWHS2 radiance has been assimilated under the clear-sky conditions by implementing its data assimilation interface. The case of the tropical storm Ampil in 2018 is selected to address the effectiveness of the new-built module in the initialization and forecast of typhoons. Apart from the experiment assimilating both the Global Telecommunications System (GTS) data and the FY-3D MWHS2 radiance data, an experiment with only GTS data is also conducted for comparison. The results show that the bias correction of this humidity sounder is effective, and the analysis field after assimilating its radiance data matches well with the observation. The increment of specific humidity below the middle layers is evident after the assimilation of the radiance data. Besides, the geopotential height increment and the specific humidity increment at 500 hPa and 850 hPa, respectively, are favorable, resulting in more accurate rain belt distribution and a higher fraction skill score (FSS). In the deterministic forecast, the track error of the FY-3D MWHS2 experiment is consistently less than 90 km.
引用
收藏
页数:17
相关论文
共 13 条
  • [1] Impacts of 3DEnVar-Based FY-3D MWHS-2 Radiance Assimilation on Numerical Simulations of Landfalling Typhoon Ampil (2018)
    Song, Lixin
    Shen, Feifei
    Shao, Changliang
    Shu, Aiqing
    Zhu, Lijian
    REMOTE SENSING, 2022, 14 (23)
  • [2] Assimilating FY-3D MWHS2 Radiance Data to Predict Typhoon Muifa Based on Different Initial Background Conditions and Fast Radiative Transfer Models
    Huang, Lizhen
    Xu, Dongmei
    Li, Hong
    Jiang, Lipeng
    Shu, Aiqing
    REMOTE SENSING, 2023, 15 (13)
  • [3] Improving Typhoon Muifa (2022) Forecasts with FY-3D and FY-3E MWHS-2 Satellite Data Assimilation under Clear Sky Conditions
    Shen, Feifei
    Yuan, Xiaolin
    Li, Hong
    Xu, Dongmei
    Luo, Jingyao
    Shu, Aiqing
    Huang, Lizhen
    REMOTE SENSING, 2024, 16 (14)
  • [4] Effects of Assimilating Ground-Based Microwave Radiometer and FY-3D MWTS-2/MWHS-2 Data in Precipitation Forecasting
    Wang, Bingli
    Cheng, Wei
    Bao, Yansong
    Wang, Shudong
    Petropoulos, George P.
    Fan, Shuiyong
    Mao, Jiajia
    Jin, Ziqi
    Yang, Zihui
    REMOTE SENSING, 2024, 16 (14)
  • [5] Impacts of the All-Sky Assimilation of FY-3C and FY-3D MWHS-2 Radiances on Analyses and Forecasts of Typhoon Hagupit
    Chen, Keyi
    Chen, Zhenxuan
    Xian, Zhipeng
    Li, Guancheng
    REMOTE SENSING, 2023, 15 (09)
  • [6] Assimilation of FY-3D MWHS-2 Radiances with WRF Hybrid-3DVAR System for the Forecast of Heavy Rainfall Evolution Associated with Typhoon Ampil
    Sun, Wei
    Xu, Youping
    MONTHLY WEATHER REVIEW, 2021, 149 (05) : 1419 - 1437
  • [7] Impacts of the all-sky assimilation of FY-3D and FY-3E MWHS-2 radiances on analyses and forecasts of Typhoon Muifa (2022)
    Xu, Dongmei
    Huang, Lizhen
    Min, Jinzhong
    Jiang, Lipeng
    Shen, Feifei
    Lei, Yonghui
    ATMOSPHERIC RESEARCH, 2024, 310
  • [8] Assimilation of All-Sky Radiance from the FY-3 MWHS-2 with the Yinhe 4D-Var System
    Ma, Shuo
    Zhang, Weimin
    Cao, Xiaoqun
    Zhao, Yanlai
    Liu, Bainian
    JOURNAL OF METEOROLOGICAL RESEARCH, 2022, 36 (05) : 750 - 766
  • [9] Assimilation of All-Sky Radiance from the FY-3 MWHS-2 with the Yinhe 4D-Var System
    Shuo MA
    Weimin ZHANG
    Xiaoqun CAO
    Yanlai ZHAO
    Bainian LIU
    JournalofMeteorologicalResearch, 2022, 36 (05) : 750 - 766
  • [10] Assimilation of All-Sky Radiance from the FY-3 MWHS-2 with the Yinhe 4D-Var System
    Shuo Ma
    Weimin Zhang
    Xiaoqun Cao
    Yanlai Zhao
    Bainian Liu
    Journal of Meteorological Research, 2022, 36 : 750 - 766