GNSS World of China

Volume 49 Issue 2
Apr.  2024
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CHEN Zheng, TANG Feifei, HU Chuan. Dichotomy method for inversion of rainfall intensity by polarimetric phase shift of GNSS signal[J]. GNSS World of China, 2024, 49(2): 106-110. doi: 10.12265/j.gnss.2023160
Citation: CHEN Zheng, TANG Feifei, HU Chuan. Dichotomy method for inversion of rainfall intensity by polarimetric phase shift of GNSS signal[J]. GNSS World of China, 2024, 49(2): 106-110. doi: 10.12265/j.gnss.2023160

Dichotomy method for inversion of rainfall intensity by polarimetric phase shift of GNSS signal

doi: 10.12265/j.gnss.2023160
  • Received Date: 2023-08-02
  • Accepted Date: 2023-08-02
  • The function expression of the rain intensity- polarimetric phase shift model is complex, making it difficult to derive an analytical expression for inverting the rainfall intensity. Simulated annealing is an effective method for inverting rain intensity, but it is computationally time-consuming. In response to this problem, a rain intensity inversion algorithm based on the bisection method is proposed. Firstly, the rain intensity inversion problem is transformed into a function zero-point solving problem. Then, the bisection method is employed for model calculation, and a rain intensity inversion algorithm based on the bisection method is presented. Finally, the efficiency of the new algorithm is verified through simulation experiments. The results show that compared with the simulated annealing algorithm, the bisection method can significantly improve the inversion efficiency while ensuring the inversion accuracy, reducing the average required time for each inversion by about 75%.

     

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  • [1]
    金鑫, 施昆, 陈云波, 等. GPS可降水汽含量在强降雨过程中的特征分析[J]. 全球定位系统, 2018, 43(2): 65-71.
    [2]
    安豪, 严卫, 杜晓勇, 等. GNSS大气海洋遥感技术研究进展[J]. 全球定位系统, 2021, 46(6): 1-10.
    [3]
    陈兆林, 孙钦帮, 刘志华, 等. 地基GPS水汽数据在暴雨监测中的应用研究[J]. 全球定位系统, 2014, 39(3): 29-32.
    [4]
    BEVIS M, BUSINGER S, CHISWELL S, et al. GPS meteorology: mapping zenith wet delays onto precipitable water[J]. Journal of applied meteorology and climatology, 1994, 33(3): 379-386. DOI: 10.1175/1520-0450(1994)033<0379:GMMZWD>2.0.CO;2
    [5]
    毛节泰. GPS的气象应用[J]. 气象科技, 1993(4): 45-49.
    [6]
    姚建群, 丁金才, 王坚捍, 等. 用GPS可降水量资料对一次大—暴雨过程的分析[J]. 气象, 2005, 31(4): 48-52. DOI: 10.7519/j.issn.1000-0526.2005.04.011
    [7]
    杨露华, 叶其欣, 邬锐, 等. 基于GPS/PWV资料的上海地区2004年一次夏末暴雨的水汽输送分析[J]. 气象科学, 2006, 26(5): 502-508. DOI: 10.3969/j.issn.1009-0827.2006.05.005
    [8]
    CARDELLACH E, RIUS A, CEREZO F, et al. Polarimetric GNSS radio-occultations for heavy rain detection[C]//IEEE International Geoscience and Remote Sensing Symposium, 2010: 3841-3844. DOI: 10.1109/IGARSS.2010.5650907
    [9]
    BRINGI V N, CHANDRASEKAR V. Polarimetric doppler weather radar: principles and applications[M]. Polarimetric Doppler weather radar, 2001.
    [10]
    CARDELLACH E, PADULLES R, TOMÁS S, et al. Probability of intense precipitation from polarimetric GNSS radio occultation observations[J]. Quarterly journal of the royal meteorological society, 2018(144): 206-220. DOI: 10.1002/qj.3161
    [11]
    安豪. 全球导航卫星信号极化相移监测降雨强度技术研究[D]. 长沙: 国防科技大学, 2017.
    [12]
    BEARD K V, CHUANG C C. A new model for the equilibrium shape of raindrops[J]. Journal of the atmospheric sciences, 1987, 44(11): 1509-1524. DOI: 10.1175/1520-0469(1987)044<1509:ANMFTE>2.0.CO;2
    [13]
    CHUANG C C, BEARD K V. A numerical model for the equilibrium shape of electrified raindrops[J]. Journal of atmospheric sciences, 1990, 47(11): 1374-1389. DOI: 10.1175/1520-0469(1990)047<1374:ANMFTE>2.0.CO;2
    [14]
    ULBRICH C W. Natural variations in the analytical form of the raindrop size distribution[J]. Journal of climate and applied meteorology, 1983, 22(10): 1764-1775. DOI: 10.1175/1520-0450(1983)022<1764:NVITAF>2.0.CO;2
    [15]
    OGUCHI T. Electromagnetic wave propagation and scattering in rain and other hydrometeors[J]. IEEE proceedings, 1983, 71(9): 1029-1078. DOI: 10.1109/PROC.1983.12724
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