Retrieval of temperature profiles in tropical cyclone Nanmadol from resampled advanced technology microwave sounder observations

被引:1
|
作者
Li, Wenyu [1 ,2 ]
Weng, Fuzhong [2 ]
机构
[1] Chinese Acad Meteorol Sci, Beijing, Peoples R China
[2] CMA Earth Syst Modeling & Predict Ctr, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Microwave sounding; Resampling; One-dimension variational (1DVAR) retrieval; Tropical cyclone (TC); WARM-CORE STRUCTURE;
D O I
10.1016/j.rse.2024.114068
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In the past, satellite microwave sounding data are often utilized for retrieving the thermal structure of tropical cyclones (TCs). However, the spatial resolutions and scan pattern of the instruments vary from one to another and can affect the retrievals of TC structures. In this study, Backus -Gilbert Inversion (BGI), ATOVS and AVHRR Pre-processing Package (AAPP) filter and N x N field -of -views (FOVs) average algorithms are utilized to resample the Advanced Technology Microwave Sounder (ATMS) data and the impacts from different resampling algorithms on brightness temperature structures and retrieved atmospheric temperature are analyzed. It is shown that for ATMS channel 1 to 2, the larger differences between original and resampled brightness temperatures are found in cloudy areas and at the land -ocean boundary. When ATMS channels 1-16 data are resampled to the AMSU-like resolution, the brightness temperatures become less noisy at channel 3 to 16 and can lead to a higher convergence rate in the one -dimension variational (1DVAR) algorithm. Furthermore, the warm core intensity of a tropical storm of Nanmadol is reduced by about 2.5 K and its size becomes smaller after the ATMS data is resampled to the AMSU resolution.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] A Tropical Cyclone Warm-Core Retrieval Algorithm for the Microwave Temperature Sounder of FY-3E
    Qian, Xiaoli
    Qin, Zhengkun
    Li, Juan
    Zhang, Peng
    Mao, Jiali
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 63
  • [2] Machine Learning-Based Estimation of Tropical Cyclone Intensity from Advanced Technology Microwave Sounder Using a U-Net Algorithm
    Liang, Zichao
    Lee, Yong-Keun
    Grassotti, Christopher
    Lin, Lin
    Liu, Quanhua
    REMOTE SENSING, 2024, 16 (01)
  • [3] An example of temperature structure differences in two cyclone systems derived from the advanced microwave sounder unit
    Knaff, JA
    Zehr, RM
    Goldberg, MD
    Kidder, SQ
    WEATHER AND FORECASTING, 2000, 15 (04) : 476 - 483
  • [4] Tropical Cyclone Warm Core Analyses with FY-3 Microwave Temperature Sounder Data
    Liu, Zhe
    Bai, Jie
    Zhang, Wenjun
    Yan, Jun
    Zhou, Zhuhua
    REMOTE SENSING OF THE ENVIRONMENT: 18TH NATIONAL SYMPOSIUM ON REMOTE SENSING OF CHINA, 2014, 9158
  • [5] Introduction to Suomi national polar-orbiting partnership advanced technology microwave sounder for numerical weather prediction and tropical cyclone applications
    Weng, F.
    Zou, X.
    Wang, X.
    Yang, S.
    Goldberg, M. D.
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2012, 117
  • [6] TROPICAL CYCLONE OUTER SURFACE WINDS DERIVED FROM SATELLITE MICROWAVE SOUNDER DATA
    KIDDER, SQ
    GRAY, WM
    VONDERHAAR, TH
    MONTHLY WEATHER REVIEW, 1980, 108 (02) : 144 - 152
  • [7] An Assessment of Data from the Advanced Technology Microwave Sounder at the Met Office
    Doherty, Amy
    Atkinson, Nigel
    Bell, William
    Smith, Andrew
    ADVANCES IN METEOROLOGY, 2015, 2015
  • [8] Using water vapor measurements from hyperspectral advanced IR sounder for tropical cyclone forecast
    Li, Jun
    Liu, Hui
    Li, Jinlong
    Schmit, Timothy J.
    REMOTE SENSING AND MODELING OF THE ATMOSPHERE, OCEANS, AND INTERACTIONS III, 2010, 7856
  • [9] Design of a rain rate retrieval algorithm using artificial neural network and the advanced technology microwave sounder
    Munoz, Erith
    Di Paola, Francesco
    Lanfri, Mario
    INGENIERIA UC, 2016, 23 (02): : 153 - 161
  • [10] The Advanced Technology Microwave Sounder, a new atmospheric temperature and humidity sounder for operational polar-orbiting weather satellites
    Shiue, JC
    SENSORS, SYSTEMS AND NEXT-GENERATION SATELLITES V, 2001, 4540 : 159 - 165