An Algorithm to Retrieve Precipitation with Synthetic Aperture Radar

被引:5
|
作者
Xie Ya'nan [1 ]
Liu Zhikun [1 ]
An Dawei [2 ]
机构
[1] Shanghai Univ, Key Lab Specialty Fiber Opt & Opt Access Networks, Shanghai 200072, Peoples R China
[2] Natl Satellite Meteorol Ctr, Beijing 100081, Peoples R China
关键词
microwave remote sensing; precipitation; retrieval algorithm; synthetic aperture radar; SIR-C/X-SAR; LAND; INVERSION; CLOUDS;
D O I
10.1007/s13351-016-5090-6
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
This paper presents a new type of rainfall retrieval algorithm, called the model-oriented statistical and Volterra integration. It is a combination of the model-oriented statistical (MOS) and Volterra integral equation (VIE) approaches. The steps involved in this new algorithm can be briefly illustrated as follows. Firstly, information such as the start point and width of the rain is obtained through pre-analysis of the data received by synthetic aperture radar (SAR). Secondly, the VIE retrieval algorithm is employed over a short distance to obtain information on the shape of the rain. Finally, the rain rate can be calculated by using the MOS retrieval algorithm. Simulation results show that the proposed algorithm is effective and simple, and can lead to time savings of nearly 50% compared with MOS. An example of application of SAR data is also discussed, involving the retrieval of precipitation information over the South China Sea.
引用
收藏
页码:401 / 411
页数:11
相关论文
共 50 条
  • [21] Analysis of Synthetic Aperture Radar Image Enchancement Algorithm
    Anand, S.
    Kavya, A. K.
    PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON INVENTIVE COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICICCT), 2017, : 155 - 159
  • [22] LINE ENHANCEMENT ALGORITHM FOR SYNTHETIC APERTURE RADAR IMAGERY
    GEAGA, JV
    DAVIS, KS
    MILLIMETER WAVE AND SYNTHETIC APERTURE RADAR, 1989, 1101 : 148 - 157
  • [23] Synthetic aperture radar imaging algorithm for antenna coupling
    Ozdemir, C
    Ling, H
    IEEE ANTENNAS AND PROPAGATION SOCIETY INTERNATIONAL SYMPOSIUM - ANTENNAS: GATEWAYS TO THE GLOBAL NETWORK, VOLS 1-4, 1998, : 342 - 345
  • [24] Validation of two algorithms to retrieve ocean wave spectra from ERS synthetic aperture radar
    Vorrips, AC
    Mastenbroek, C
    Hansen, B
    JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2001, 106 (C8) : 16825 - 16840
  • [25] Effect of precipitation on synthetic aperture radar hurricane wind field retrieval
    Guo, Chaogang
    Ai, Weihua
    Hu, Shensen
    Du, Xiaoyong
    Chen, Nan
    FRONTIERS IN ENVIRONMENTAL SCIENCE, 2022, 10
  • [26] SYNTHETIC APERTURE RADAR
    CURRIE, A
    ELECTRONICS & COMMUNICATION ENGINEERING JOURNAL, 1991, 3 (04): : 159 - 170
  • [27] SYNTHETIC APERTURE RADAR
    BROWN, WM
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1967, AES3 (02) : 217 - &
  • [28] Modified retrieval algorithm for three types of precipitation distribution using x-band synthetic aperture radar
    Xie, Yanan
    Zhou, Mingliang
    Pan, Dengke
    JOURNAL OF APPLIED REMOTE SENSING, 2017, 11
  • [29] Autofocus algorithm of inverse synthetic aperture radar using entropy
    Iwamoto, M
    Fujisaka, T
    Kondoh, M
    ELECTRONICS AND COMMUNICATIONS IN JAPAN PART I-COMMUNICATIONS, 2000, 83 (02): : 97 - 106
  • [30] Improved synthetic aperture radar image spectral clustering algorithm
    Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin University of Technology, Tianjin 300384, China
    不详
    Guangxue Xuebao, SUPPL.1