Shi Jian, Hu Jiachen, Shao Weizeng, Wang Xiaoqing, Yuan Xinzhe, Zhao Liangbo, Li Xiaofeng. The impact of rain to observed signal from Chinese Gaofen-3 synthetic aperture radar in typhoons[J]. Acta Oceanologica Sinica, 2019, 38(11): 121-133. doi: 10.1007/s13131-019-1502-7
Citation: Shi Jian, Hu Jiachen, Shao Weizeng, Wang Xiaoqing, Yuan Xinzhe, Zhao Liangbo, Li Xiaofeng. The impact of rain to observed signal from Chinese Gaofen-3 synthetic aperture radar in typhoons[J]. Acta Oceanologica Sinica, 2019, 38(11): 121-133. doi: 10.1007/s13131-019-1502-7

The impact of rain to observed signal from Chinese Gaofen-3 synthetic aperture radar in typhoons

doi: 10.1007/s13131-019-1502-7
  • Received Date: 2019-05-28
  • Gaofen-3 (GF-3), a Chinese civil synthetic aperture radar (SAR) at C-band, has operated since August 2016. Remarkably, several typhoons have been captured by GF-3 around the China Seas over its last two-year mission. In this study, six images acquired in Global Observation (GLO) and Wide ScanSAR (WSC) modes at vertical-vertical (VV) polarization channel are discussed. This work focuses on investigating the observation of rainfall using GF-3 SAR. These images were collocated with winds from the European Centre for Medium-Range Weather Forecasts (ECMWF), significant wave height simulated from the WAVEWATCH-III (WW3) model, sea surface currents from climate forecast system version 2 (CFSv2) of the National Centers for Environmental Prediction (NCEP) and rain rate data from the Tropical Rainfall Measuring Mission (TRMM) satellite. Sea surface roughness, was compared with the normalized radar cross section (NRCS) from SAR observations, and indicated a 0.8 correlation (COR). We analyzed the dependences of the difference between model-simulated NRCS and SAR-measured NRCS on the TRMM rain rate and WW3-simulated significant wave height. It was found that the effects of rain on SAR damps the radar signal at incidence angles ranging from 15° to 30°, while it enhances the radar signal at incidence angles ranging from 30° to 45° and incidence angles smaller than 10°. This behavior is consistent with previous studies and an algorithm for rain rate retrieval is anticipated for GF-3 SAR.
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  • Allen J R, Long D G. 2005. An analysis of SeaWinds-based rain retrieval in severe weather events. IEEE Transactions on Geoscience and Remote Sensing, 43(12):2870-2878, doi: 10.1109/TGRS.2005.858431
    Alpers W, Cheng C M, Shao Yun, et al. 2007. Study of rain events over the South China Sea by synergistic use of multi-sensor satellite and ground-based meteorological data. Photogrammetric Engineering & Remote Sensing, 73(3):267-278
    Atlas D. 1994. Footprints of storms on the sea:A view from spaceborne synthetic aperture radar. Journal of Geophysical Research:Oceans, 99(C4):7961-7969, doi: 10.1029/94JC00250
    Cui Hong, He Hailun, Liu Xiaohui, et al. 2012. Effect of oceanic current on typhoon-wave modeling in the East China Sea. Chinese Physics B, 21(10):109201, doi: 10.1088/1674-1056/21/10/109201
    Daper D W, Long D G. 2004. Evaluating the effect of rain on SeaWinds scatterometer measurements. Journal of Geophysical Research:Oceans, 109(C12):C02005, doi: 10.1029/2002JC001741
    Ding Yingying, Zuo Juncheng, Shao Weizeng, et al. 2019. Wave parameters retrieval for dual-polarization C-band synthetic aperture radar using a theoretical-based algorithm under cyclonic conditions. Acta Oceanologica Sinica, 38(5):21-31, doi: 10.1007/s13131-019-1438-y
    Fritz J P, Chandrasekar V. 2012. A fully polarimetric characterization of the impact of precipitation on short wavelength synthetic aperture radar. IEEE Transactions on Geoscience and Remote Sensing, 50(5):2037-2048, doi: 10.1109/TGRS.2011.2170576
    Hallett J, Christensen L. 1984. Splash and penetration of drops in water. Journal de Recherches Atmospheriques, 18(4):225-242
    Hersbach H, Stoffelen A, De Haan S. 2007. An improved C-band scatterometer ocean geophysical model function:CMOD5. Journal of Geophysical Research:Oceans, 112(C3):C03006, doi: 10.1029/2006JC003743
    Hersbach H. 2010. Comparison of C-band scatterometer CMOD5. N equivalent neutral winds with ECMWF. Journal of Atmospheric and Oceanic Technology, 27(4):721-736, doi: 10.1175/2009JTECHO698.1
    Hwang P A, Zhang Biao, Toporkov J V, et al. 2010. Comparison of composite Bragg theory and quad-polarization radar backscatter from RADARSAT-2:with applications to wave breaking and high wind retrieval. Journal of Geophysical Research:Oceans, 115(C11):C08019, doi: 10.1029/2009JC005995
    Ji Qiyan, Shao Weizeng, Sheng Yexin, et al. 2018. A promising method of typhoon wave retrieval from Gaofen-3 synthetic aperture radar image in VV-polarization. Sensors, 18(7):2064, doi: 10.3390/s18072064
    Kim J E, Alexander M J. 2013. Tropical precipitation variability and convectively coupled equatorial waves on submonthly time scales in reanalyses and TRMM. Journal of Climate, 26(10):3013-3030, doi: 10.1175/JCLI-D-12-00353.1
    Lin I I, Alpers W, Khoo V, et al. 2001. An ERS-1 synthetic aperture radar image of a tropical squall line compared with weather radar data. IEEE Transactions on Geoscience and Remote Sensing, 39(5):937-945, doi: 10.1109/36.921411
    Long D G, Nie C. 2017. Hurricane precipitation observed by SAR. In:Li Xiaofeng, eds. Hurricane Monitoring with Spaceborne Synthetic Aperture Radar. Cham:Springer, 1-24.
    Masuko H, Okamoto K, Shimada M, et al. 1986. Measurement of microwave backscattering signatures of the ocean surface using X band and Ka band airborne scatterometers. Journal of Geophysical Research:Oceans, 91(C11):13065-13083, doi: 10.1029/JC091iC11p13065
    Melsheimer C, Alpers W, Gade M. 1998. Investigation of multifrequency/multipolarization radar signatures of rain cells over the ocean using SIR-C/X-SAR data. Journal of Geophysical Research:Oceans, 103(C9):18867-18884, doi: 10.1029/98JC00779
    Melsheimer C, Alpers W, Gade M. 2001. Simultaneous observations of rain cells over the ocean by the synthetic aperture radar aboard the ERS satellites and by surface-based weather radars. Journal of Geophysical Research:Atmospheres, 106(C3):4665-4677, doi: 10.1029/2000JC000263
    Nie Congling, Long D G. 2007. A C-band wind/rain backscatter model. IEEE Transactions on Geoscience and Remote Sensing, 45(3):621-631, doi: 10.1109/TGRS.2006.888457
    Nie Congling, Long D G. 2008. A C-band scatterometer simultaneous wind/rain retrieval method. IEEE Transactions on Geoscience and Remote Sensing, 46(11):3618-3631, doi: 10.1109/TGRS.2008.922146
    Nystuen J A. 1990. The underwater sound generated by light and heavy rain. The Journal of the Acoustical Society of America, 88(S1):S2, doi: 10.1121/1.2028946
    Plant W J. 2002. A stochastic, multiscale model of microwave backscatter from the ocean. Journal of Geophysical Research:Oceans, 107(C9):3120, doi: 10.1029/2001JC000909
    Ren Lin, Yang Jingsong, Mouche A, et al. 2017. Preliminary analysis of Chinese GF-3 SAR quad-polarization measurements to extract winds in each polarization. Remote Sensing, 9(12):1215, doi: 10.3390/rs9121215
    Romeiser R, Alpers W, Wismann V. 1997. An improved composite surface model for the radar backscattering cross section of the ocean surface:1. Theory of the model and optimization/validation by scatterometer data. Journal of Geophysical Research:Oceans, 102(C11):25237-237250, doi: 10.1029/97JC00190
    Shao Weizeng, Sheng Yexin, Sun Jian. 2017a. Preliminary assessment of wind and wave retrieval from Chinese Gaofen-3 SAR imagery. Sensors, 17(8):1705, doi: 10.3390/s17081705
    Shao Weizeng, Wang Jing, Li Xiaofeng, et al. 2017b. An empirical algorithm for wave retrieval from co-polarization X-band SAR imagery. Remote Sensing, 9(7):711, doi: 10.3390/rs9070711
    Shao Weizeng, Yuan Xinzhe, Sheng Yexin, et al. 2018. Development of wind speed retrieval from cross-polarization Chinese Gaofen-3 synthetic aperture radar in typhoons. Sensors, 18(2):412, doi: 10.3390/s18020412
    Shao Weizeng, Zhu Shuai, Sun Jian, et al. 2019. Evaluation of wind retrieval from co-polarization Gaofen-3 SAR imagery around China Seas. Journal of Ocean University of China, 18(1):80-92, doi: 10.1007/s11802-019-3779-8
    Sheng Yexin, Shao Weizeng, Zhu Shuai, et al. 2018. Validation of significant wave height retrieval from co-polarization Chinese Gaofen-3 SAR imagery using an improved algorithm. Acta Oceanologica Sinica, 37(6):1-10, doi: 10.1007/s13131-018-1217-1
    Voronovich A G, Zavorotny V U. 2014. Full-polarization modeling of monostatic and bistatic radar scattering from a rough sea surface. IEEE Transactions on Antennas and Propagation, 62(3):1362-1371, doi: 10.1109/TAP.2013.2295235
    Wang Lei, Han Bing, Yuan Xinzhe, et al. 2018. A preliminary analysis of wind retrieval, based on GF-3 wave mode data. Sensors, 18(5):1604, doi: 10.3390/s18051604
    Weinman J A, Marzano F S, Plant W J, et al. 2009. Rainfall observation from X-band, space-borne, synthetic aperture radar. Natural Hazards and Earth System Sciences, 9(1):77-84, doi: 10.5194/nhess-9-77-2009
    Xu Feng, Li Xiaofeng, Wang Peng, et al. 2015. A backscattering model of rainfall over rough sea surface for synthetic aperture radar. IEEE Transactions on Geoscience and Remote Sensing, 53(6):3042-3054, doi: 10.1109/TGRS.2014.2367654
    Ye Xiaomin, Lin Minseng, Yuan Xinzhe, et al. 2016. Satellite SAR observation of the sea surface wind field caused by rain cells. Acta Oceanologica Sinica, 35(9):80-85, doi: 10.1007/s13131-016-0936-4
    Zhang Guosheng, Li Xiaofeng, Perrie W, et al. 2016. Rain effects on the hurricane observations over the ocean by C-band synthetic aperture radar. Journal of Geophysical Research:Oceans, 121(1):14-26, doi: 10.1002/2015JC011044
    Zhu Shuai, Shao Weizeng, Armando M, et al. 2019. Evaluation of Chinese quad-polarization Gaofen-3 SAR wave mode data for significant wave height retrieval. Canadian Journal of Remote Sensing, 44(6):588-600, doi: 10.1080/07038992.2019.1573136
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