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Research Article

Contribution of breaking wave on the co-polarized backscattering measured by the Chinese Gaofen-3 SAR

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Pages 1384-1408 | Received 23 Jun 2021, Accepted 15 Nov 2021, Published online: 02 Mar 2022

References

  • Akpınar, A., G. Vledder, M. Kömürcü, and M. Özger. 2012. “Evaluation of the Numerical Wave Model (SWAN) for Wave Simulation in the Black Sea.” Continental Shelf Research 50-51: 80–99. doi:10.1016/j.csr.2012.09.012.
  • Ardhuin, F., E. Rogers, A. Babanin, O. Filipot, and F. Collard. 2010. “Semiempirical Dissipation Source Functions for Ocean Waves. Part I: Definition, Calibration, and Validation. Journal of Physical Oceanography, 40: 1917, doi: 10.1175/2010JPO4324.1.
  • Banner, M., A. Babanin, and I. Young. 2000. “Breaking Probability for Dominant Waves on the Sea Surface.” Journal of Physical Oceanography 30 (12): 3145–3160. doi:10.1175/1520-0485(2000)030<3145:BPFDWO>2.0.CO;2.
  • Craig, P., and M. Banner. 1994. “Modeling Wave-Enhanced Turbulence in the Ocean Surface Layer.” Journal of Physical Oceanography 24 (12): 2546–2559. doi:10.1175/1520-0485(1994)024<2546:MWETIT>2.0.CO;2.
  • Elfouhaily, T., B. Chapron, K. Katsaros, and D. Vandemark. 1997. “A Unified Directional Spectrum for Long and Short Wind-Driven Waves.” Journal of Geophysical Research: Oceans 102 (C7): 15781–15796. doi:10.1029/97JC00467.
  • Esters, L., S. Landwehr, G. Sutherland, T. Bell, K. Christensen, E. Saltzman, S. Miller, and B. Ward. 2017. “Parameterizing Air-Sea Gas Transfer Velocity with Dissipation.” Journal of Geophysical Research 122: 3041–3056. doi:10.1002/2016JC012088.
  • Gade, M., W. Alpers, H. Hühnerfuss, H. Masuko, and T. Kobayashi. 1998. “Imaging of Biogenic and Anthropogenic Ocean Surface Films by the Multifrequency/multipolarization SIR-C/X-SAR.” Journal of Geophysical Research: Oceans 103 (C9): 18851–18866. doi:10.1029/97JC01915.
  • The Wamdi Group. 1988. The WAM Model—A Third Generation Ocean Wave Prediction ModelJournal of Physical Oceanography18 (12): 1775–1810. doi:10.1175/1520-0485(1988)018<1775:TWMTGO>2.0.CO;2
  • Guan, C., W. Hu, J. Sun, and R. Li. 2007. “The Whitecap Coverage Model from Breaking Dissipation Parametrizations of Wind Waves.” Journal of Geophysical Research 112 (C5): C05031. doi:10.1029/2006JC003714.
  • Haller, C., and R. Lyzenga. 2003. “Comparison of Radar and Video Observations of Shallow Water Breaking Waves.” IEEE Transactions on Geoscience and Remote Sensing 41 (4): 832. doi:10.1109/TGRS.2003.810695.
  • Hanson, J., and O. andPhillips. 1999. “Wind Sea Growth and Dissipation in the Open Ocean.” Journal of Physical Oceanography 29 (8): 1633–1648. doi:10.1175/1520-0485(1999)029<1633:WSGADI>2.0.CO;2.
  • 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.
  • Hu, Y., W. Shao, J. Shi, J. Sun, and Q. Ji, L. Cai. 2020b. “Analysis of the Typhoon Wave Distribution Simulated in WAVEWATCH- III Model in the Context of Kuroshio and Wind-Induced Current.” Journal of Oceanology and Limnology 38 (6): 1692–1710. doi:10.1007/s00343-019-9133-6.
  • Hu, Y., W. Shao, Y. Wei, and J. Zuo. 2020a. “Analysis of Typhoon-Induced Waves Along Typhoon Tracks in the Western North Pacific Ocean, 1998–2017.” Journal of Marine Science and Engineering 8 (7): 521. doi:10.3390/jmse8070521.
  • Hwang, P., and F. Fois. 2015. “Surface Roughness and Breaking Wave Properties Retrieved from Polarimetric Microwave Radar Backscattering.” Journal of Geophysical Research 1: 3640–3657. doi:10.1002/2015jc010782.
  • Hwang, P., and W. Plant. 2010. “An Analysis of the Effects of Swell and Surface Roughness Spectra on Microwave Backscatter from the Ocean.” Journal of Geophysical Research 115 (C4): C04014. doi:10.1029/2009JC005558.
  • Hwang, P., B. Zhang, J. Toporkov, and W. Perrie. 2010. ”Comparison of Composite Bragg Theory and Quad-Polarization Radar Backscatter from RADARSAT-2: With Applications to Wave Breaking and High Wind Retrieval.” 115: C08019. doi:10.1029/2009JC005995.
  • Jessup, A., C. Zappa, M. Loewen, and V. Hesany. 1997. “Infrared Remote Sensing of Breaking Waves.” Nature 385 (6611): 52–55. doi:10.1038/385052a0.
  • Kudryavtsev, V., B. Chapron, A. Myasoedov, F. Collard, and J. Johannessen. 2013. “On Dual Co-Polarized SAR Measurements of the Ocean Surface.” IEEE Geoscience and Remote Sensing Letters 10 (4): 761–765. doi:10.1109/LGRS.2012.2222341.
  • Kudryavtsev, V., S. Fan, B. Zhang, A. Mouche, and B. Chapron. 2019. “On Quad-Polarized SAR Measurements of the Ocean Surface.” IEEE Transactions on Geoscience and Remote Sensing 57 (11): 8362–8370. doi:10.1109/TGRS.2019.2920750.
  • Kudryavtsev, V. G. Hauser, G. Caudal, and B. Chapron. 2003. “A Semiempirical Model of the Normalized Radar Cross-Section of the Sea Surface 1. Background Model.” Journal of Geophysical Research Oceans 108: 2–24. doi:10.1029/2001JC001003.
  • Kudryavtsev, V., I. Kozlov, B. Chapron, and J. Johannessen. 2015. “Quad-Polarization SAR Features of Ocean Currents.” Journal of Geophysical Research 119: 6046–6065. doi:10.1002/2014JC010173.
  • Li, X., T. Koenig, J. Schulz-Stellenfleth, and S. Lehner. 2010. “Validation and Intercomparison of Ocean Wave Spectra Inversion Schemes Using ASAR Wave Mode Data.” International Journal of Remote Sensing 31 (17–18): 4969–4993. doi:10.1080/01431161.2010.485222.
  • Li, X., and S. Lehner. 2014. “Algorithm for Sea Surface Wind Retrieval from TerraSar-X and TanDem-X Data.” IEEE Transactions on Geoscience and Remote Sensing 52 (5): 2928–2939. doi:10.1109/TGRS.2013.2267780.
  • Li, X., T. Zhang, B. Huang, and T. Jia. 2018. “Capabilities of Chinese Gaofen-3 Synthetic Aperture Radar in Selected Topics for Coastal and Ocean Observations.” Remote Sensing 10 (12): 1929. doi:10.3390/rs10121929.
  • Masuko, H., K. Okamoto, M. Shimada, and S. Niwa. 1986. “Measurement of Microwave Backscattering Signatures of the Ocean Surface Using X Band and Ka Band Airborne Scatterometers.” Journal of Geophysical Research 91 (C11): 13065–13083. doi:10.1029/JC091iC11p13065.
  • Melville, W. 1996. “The Role of Surface-Wave Breaking in Air-Sea Interaction.” Annual Review of Fluid Mechanics 28 (1): 279–321. doi:10.1146/annurev.fl.28.010196.001431.
  • Nunziata, F., P. Sobieski, and M. Migliaccio. 2009. “The Two-Scale Bpm Scattering Model for Sea Biogenic Slicks Contrast.” IEEE Transactions on Geoscience and Remote Sensing 47 (7): 1949–1956. doi:10.1109/TGRS.2009.2013135.
  • Phillips, O. 1977. The Dynamics of the Upper Ocean. p. 344. Cambridge, UK: Cambridge University Press.
  • Phillips, O. 1985. “Spectral and Statistical Properties of the Equilibrium Range in Wind-Generated Gravity Waves.” Journal of Fluid Mechanics 156 (–1): 505–531. doi:10.1017/S0022112085002221.
  • Phillips, O. 1988. “Radar Returns from the Sea Surface—bragg Scattering and Breaking Waves.” Journal of Physical Oceanography 18 (8): 1065–1074. doi:10.1175/1520-0485(1988)018<1065:RRFTSS>2.0.CO;2.
  • Pierson, W., and L. A. Moskowitz. 1964. “A Proposed Spectral Form for Fully Developed Wind Seas Based on the Similarity Theory of S. A. Kitaigorodskii.” Journal of Geophysical Research 69: 5181–5190. doi:10.1029/JZ069i024p05181.
  • Plant, W. 2002. “A Stochastic, Multiscale Model of Microwave Backscatter from the Ocean.” Journal of Geophysical Research Oceans 107 (C9): 3120. doi:10.1029/2001JC000909.
  • Quilfen, Y., B. Chapron, T. Elfouhaily, K. Katsaros, and J. Tournadre. 1998. “Observation of Tropical Cyclones by High-Resolution Scatterometry.” Journal of Geophysical Research Oceans 103: 767–7786. doi:10.1029/97JC01911.
  • Ren, L., J. Yang, A. Mouche, H. Wang, J. Wang, and G. Zheng. 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., and W. Alpers. 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: 25225–237250. doi:10.1029/97JC00191.
  • Romeiser, R., S. Ufermann, and W. Alpers. 2001. “Télédétection de Caractéristiques de Courants Océaniques Par Radar À Synthèse D’Ouverture: Réalisations Et Perspectives.” Annales Des Télécommunications 56 (11–12): 661–671. doi:10.1007/BF02995560.
  • Shao, W., Y. Hu, G. Zheng, L. Cai, and J. Zou. 2019b. “Sea State Parameters Retrieval from Cross-Polarization Gaofen-3 SAR Data.” Advances in Space Research 65 (3): 1025–1034. doi:10.1016/j.asr.2019.10.034.
  • Shao, W., X. Jiang, F. Nunziata, A. Marino, Z. Yang, Y. Zhang, and V. Corcione. 2020. “Analysis of Waves Observed by Synthetic Aperture Radar Across Ocean Fronts.” Ocean Dynamics 70 (11): 1397–1407. doi:10.1007/s10236-020-01403-2.
  • Shao, W., X. Li, S. Lehner, and C. Guan. 2014. “Development of Polarization Ratio Model for Sea Surface Wind Field Retrieval from TerraSar-X HH Polarization Data.” International Journal of Remote Sensing 35 (11–12): 4046–4063. doi:10.1080/01431161.2014.916059.
  • Shao, W., F. Nunziata, Y. Zhang, V. Corcione, and M. Migliaccio. 2021. “Wind Speed Retrieval from the Gaofen-3 Synthetic Aperture Radar for VV- and HH-Polarization Using a Re-Tuned Algorithm.” European Journal of Remote Sensing 54 (1): 318–337. doi:10.1080/22797254.2021.1924082.
  • Shao, W. S. Zhu, J. Sun, X. Yuan, Y. Sheng, Q. Zhang, and Q. Ji 2019a. ““Evaluation of Wind Retrieval from Co-Polarization Gaofen-3 SAR Imagery Around China Seas.” Journal of Ocean University of China 18 (1): 84–96. doi:10.1007/s11802-019-3779-8.
  • Shao, W., S. Zhu, X. Zhang, S. Gou, C. Jiao, X. Yuan, and L. Zhao. 2019c. “Intelligent Wind Retrieval from Chinese Gaofen-3 SAR Imagery in Quad-Polarization.” Journal of Atmospheric and Oceanic Technology 36 (11): 2121–2137. doi:10.1175/JTECH-D-19-0048.1.
  • Sheng, Y. W. Shao, S. Li, Y. Zhang, H. Yang, and J. Zuo 2019. “Evaluation of Typhoon Waves Simulated by WaveWatch-III Model in Shallow Waters Around Zhoushan Islands.” Journal of Ocean University of China 18 (2): 365–375. doi:10.1007/s11802-019-3829-2.
  • Sheng, Y., W. Shao, S. Zhu, J. Sun, X. Yuan, S. Li, J. Shi, and J. Zuo. 2018. “Validation of Significant Wave Height Retrieval from Co-Polarization Chinese Gaofen-3 SAR Imagery Using an Improved Algorithm.” Acta Oceanologica Sinicacta Acta Oceanologica Sinica 37 (6): 1–10. doi:10.1007/s13131-018-1217-1.
  • Shi, J., J. Hu, W. Shao, X. Wang, and X. Li. 2019. “The Impact of Rain to Observed Signal from Chinese Gaofen-3 Synthetic Aperture Radar in Typhoons.” Acta Oceanologica Sinica 38 (11): 121–133. doi:10.1007/s13131-019-1502-7.
  • Stoffelen, A., J. A. Verspeek, J. Vogelzang, and A. Verhoef. 2017. “The CMOD7 Geophysical Model Function for ASCAT and ERS Wind Retrievals.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10 (5): 21232134. doi:10.1109/JSTARS.2017.2681806.
  • Terray, E., M. Donelan, Y. Agrawal, W. Drennan, K. Kahma, A. Williams, P. Hwang, and S. Kitaigorodskii. 1996. “Estimates of Kinetic Energy Dissipation Under Breaking Waves.” Journal of Physical Oceanography 26 (5): 792–807. doi:10.1175/1520-0485(1996)026<0792:EOKEDU>2.0.CO;2.
  • Tolman, L. 1991. “A Third-Generation Model for Wind Waves on Slowly Varying, Unsteady, and Inhomogeneous Depths and Currents.” Journal of Physical Oceanography 21 (6): 782–797. doi:10.1175/1520-0485(1991)021<0782:ATGMFW>2.0.CO;2.
  • Tolman, H., and D. Chalikov. 1996. “Source Terms in a Third-Generation Wind Wave Model.” Journal of Physical Oceanography 26 (11): 2497–2518. doi:10.1175/1520-0485(1996)026<2497:STIATG>2.0.CO;2.
  • Viana, R. D., J. A. Lorenzzetti, J. T. Carvalho, and F. Nunziata. 2020. “Estimating Energy Dissipation Rate from Breaking Waves Using Polarimetric SAR Images.” Sensors 20 (22): 6540. doi:10.3390/s20226540.
  • Wang, H., J. Yang, A. Mouche, W. Shao, J. Zhu, L. Ren, and C. Xie. 2017. “GF-3 SAR Ocean Wind Retrieval: The First View and Preliminary Assessment.” Remote Sensing 9 (7): 694–706. doi:10.3390/rs9070694.
  • Wang, H., J. Zhu, M. Lin, and Y. Zhang. 2020. “Evaluating Chinese HY-2B HSCAT Ocean Wind Products Using Buoys and Other Scatterometers.” IEEE Geoscience and Remote Sensing Letters 17 (6): 923–927. doi:10.1109/LGRS.2019.2940384.
  • Xie, T., W. Perrie, S. Z. Zhao, H. Fang, and W. J. Yu. 2016. “Electromagnetic Backscattering from One Dimensional Drifting Fractal Sea Surface I: Wave–current Coupled Model.” Chinese Physics B 25: 214–219. doi:10.1088/1674-1056/25/6/064101.
  • Yang, Z., W. Shao, Y. Ding, J. Shi, and Q. Ji. 2020. “Wave Simulation by the SWAN Model and FVCOM Considering the Sea-Water Level Around the Zhoushan Islands.” Journal of Marine Science and Engineering 8 (10): 783. doi:10.3390/jmse8100783.
  • Yuan, X., W. Shao, B. Han, X. Wang, X. Wang, and Y. Gao. 2021. “Rain-Induced Characteristics in C- and X-Band Synthetic Aperture Radar Observations of Tropical Cyclones.” Remote Sensing Letters 12 (6): 573–584. doi:10.1080/2150704X.2021.1906977.
  • Zhang, G., X. Li, W. Perrie, P. Hwang, B. Zhang, and X. Yang. 2017. “A Hurricane Wind Speed Retrieval Model for C-Band RADARSAT-2 Cross-Polarization ScanSar Images.” IEEE Transactions on Geoscience and Remote Sensing 55 (8): 4766–4774. doi:10.1109/TGRS.2017.2699622.
  • Zhang, B., W. Perrie, and Y. He. 2011. “Wind Speed Retrieval from RADARSAT-2 Quad-Polarization Images Using a New Polarization Ratio Model.” Journal of Geophysical Research 116 (C8): C08008. doi:10.1029/2010JC006522.
  • Zhu, S., W. Shao, A. Marino, J. Sun, and X. Yuan. 2020. “Semi-Empirical Algorithm for Wind Speed Retrieval from Gaofen-3 Quad-Polarization Strip Mode SAR Data.” Journal of Ocean University of China 19 (1): 23–35. doi:10.1007/s11802-019-4215-9.

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