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Research Article

Preliminary analysis of wind and wave retrieval from Chinese 1mC-SAR image

, , ORCID Icon, , &
Article: 2364706 | Received 15 Jan 2024, Accepted 03 Jun 2024, Published online: 13 Jun 2024

References

  • Alpers, W., & Bruning, C. (1986). On the relative importance of motion-related contributions to SAR imaging mechanism of ocean surface waves. IEEE Transactions on Geoscience and Remote Sensing, 24(6), 873–15. https://doi.org/10.1109/TGRS.1986.289702
  • Corcione, V., Grieco, G., Portabella, M., Nunziata, F., & Migliaccio, M. (2018). A novel Azimuth cutoff implementation to retrieve sea surface wind speed from SAR imagery. IEEE Transactions on Geoscience and Remote Sensing, 57(6), 3331–3340. https://doi.org/10.1109/TGRS.2018.2883364
  • Gao, Y., Sun, J., Zhang, J., & Guan, C. L. (2021). Extreme wind speeds retrieval using sentinel-1 IW mode SAR data. Remote Sensing, 13(10), 1867. https://doi.org/10.3390/rs13101867
  • Grieco, G., Lin, W., Migliaccio, M., Nirchio, F., & Portabella, M. (2016). Dependency of the sentinel-1 azimuth wavelength cut-off on significant wave height and wind speed. International Journal of Remote Sensing, 37(21), 5086–5104. https://doi.org/10.1080/01431161.2016.1226525
  • Grieco, G., Nirchio, F., & Migliaccio, M. (2015). Application of state-of-the-art SAR X-band geophysical model functions (GMFs) for sea surface wind (SSW) speed retrieval to a data set of the Italian satellite mission COSMO-SkyMed. International Journal of Remote Sensing, 36(9), 2296–2312. https://doi.org/10.1080/01431161.2015.1034893
  • Hao, M. Y., Shao, W. Z., Shi, S. H., Liu, X., Hu, Y. Y., & Zuo, J. C. (2023a). Validation of surface waves investigation and monitoring data against simulation by simulating waves nearshore and wave retrieval from Gaofen-3 synthetic aperture radar image. Remote Sensing, 15(18), 4402. https://doi.org/10.3390/rs15184402
  • Hao, M. Y., Shao, W. Z., Yao, R., Zhang, Y. G., & Jiang, X. W. (2023b). Improvement of quad-polarized velocity bunching modulation transfer function by C-band Gaofen-3 SAR. Remote Sensing Letters, 14(9), 970–980. https://doi.org/10.1080/2150704X.2023.2255347
  • Hasselmann, K., & Hasselmann, S. (1991). On the nonlinear mapping of an ocean wave spectrum into a synthetic aperture radar image spectrum and its inversion. Journal of Geophysical Research, 96(C6), 10713–10729. https://doi.org/10.1029/91JC00302
  • Hersbach, H., Stoffelen, A., & Haan, S. D. (2007). An improved C-band scatterometer ocean geophysical model function: CMOD5. Journal of Geophysical Research Oceans, 112(C3), C03006. https://doi.org/10.1029/2006JC003743
  • He, Y., Shen, H., & Perrie, W. (2006). Remote sensing of ocean waves by Polarimetric SAR. Journal of Atmospheric and Oceanic Technology, 23(12), 1768–1773. https://doi.org/10.1175/JTECH1948.1
  • Hu, Y. Y., Shao, W. Z., Shen, W., Zhou, Y., & Jiang, X. W. (2023). Machine learning applied to a dual-polarized Sentinel-1 image for wind retrieval of tropical cyclones. Remote Sensing, 15(15), 3948. https://doi.org/10.3390/rs15163948
  • Jiang, T., Shao, W. Z., Hu, Y. Y., Zheng, G., & Shen, W. (2023). L-band analysis of the effects of oil slicks on sea wave characteristics. Journal of Ocean University of China, 22(1), 9–20. https://doi.org/10.1007/s11802-023-5172-x
  • Ji, Q. Y., Shao, W. Z., Sheng, Y. Z., Yuan, X. Z., Sun, J., Zhou, W., & Zuo, J. C. (2018). A promising method of typhoon wave retrieval from Gaofen-3 synthetic aperture radar image in VV-Polarization. Sensors, 18(7), 2064. https://doi.org/10.3390/s18072064
  • Keller, W. C., & Wright, J. W. (1975). Microwave scattering and the straining of wind-generated waves. Radio Science, 10(2), 139–147. https://doi.org/10.1029/RS010i002p00139
  • Kerbaol, V., Chapron, B., & Vachon, P. W. (1998). Analysis of ERS-1/2 synthetic aperture radar wave mode imagettes. JGR Oceans, 103(C4), 7833–7846. https://doi.org/10.1029/97JC01579
  • Lai, Z. Z., Hao, M. Y., Shao, W. Z., Shen, W., Hu, Y. Y., & Jiang, X. W. (2023). Wind field reconstruction based on dual-polarized synthetic aperture radar during a tropical cyclone. European Journal of Remote Sensing, 56(1), 2273867. https://doi.org/10.1080/22797254.2023.2273867
  • Li, X. M., Konig, T., Schulz-Stellenfleth, J., & Lehner, S. (2010). Validation and intercomparison of ocean wave spectra inversion schemes using ASAR wave mode data. International Journal of Remote Sensing, 31(17), 4969–4993. https://doi.org/10.1080/01431161.2010.485222
  • Li, X. M., Lehner, S., & Bruns, T. (2011). Ocean wave integral parameter measurements using envisat ASAR wave mode data. IEEE Transactions on Geoscience and Remote Sensing, 49(1), 155–174. https://doi.org/10.1109/TGRS.2010.2052364
  • Long, D. G., & Mendel, J. M. (1991). Identifiability in wind estimation from scatterometer measurements. IEEE Transactions on Geoscience and Remote Sensing, 29(2), 268–276. https://doi.org/10.1109/36.73668
  • Lu, Y., Zhang, B., Perrie, W., Li, X. F., & Wang, H. (2018). A C-band geophysical model function for determining coastal wind speed using synthetic aperture radar. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11(7), 2417–2428. https://doi.org/10.1109/JSTARS.2018.2836661
  • Mastenbroek, C., & Valk, C. F. D. (2000). A semi-parametric algorithm to retrieve ocean wave spectra from synthetic aperture radar. Journal of Geophysical Research, 105(C2), 3497–3516. https://doi.org/10.1029/1999JC900282
  • Migliaccio, M., & Reppucci, A. (2006). A review of sea wind vector retrieval by means of microwave remote sensing. Proceedings of the European Microwave Association, 2, 136–140.
  • Mouche, A. A., Chapron, B., Zhang, B., & Husson, R. (2017). Combined Co-and cross-polarized SAR measurements under extreme wind conditions. IEEE Transactions on Geoscience and Remote Sensing: A Publication of the IEEE Geoscience and Remote Sensing Society, 55(12), 6746–6755. https://doi.org/10.1109/TGRS.2017.2732508
  • Mouche, A. A., Collard, F., Chapron, B., Dagestad, K. F., Guitton, G., Johannessen, J. A., Kerbaol, V., & Hansen, M. W. (2017). On the use of Doppler shift for sea surface wind retrieval from SAR. IEEE Transactions on Geoscience and Remote Sensing: A Publication of the IEEE Geoscience and Remote Sensing Society, 50(7), 2901–2909. https://doi.org/10.1109/TGRS.2011.2174998
  • Pleskachevsky, A., Tings, B., Wiehle, S., Imber, J., & Jacobsen, S. (2022). Multiparametric sea state fields from synthetic aperture radar for maritime situational awareness. Remote Sensing of Environment, 280(10), 113200. https://doi.org/10.1016/j.rse.2022.113200
  • Portabella, M., Stoffelen, A., & Johannessen, J. A. (2002). Toward an optimal inversion method for synthetic aperture radar wind retrieval. Journal of Geophysical Research Oceans, 107(C8), 1–1. https://doi.org/10.1029/2001JC000925
  • Quilfen, Y., Chapron, B., Elfouhaily, T., Katsaros, K., & Tournadre, J. (1998). Observation of tropical cyclones by high-resolution scatterometry. Journal of Geophysical Research Oceans, 103(C4), 7767–7786. https://doi.org/10.1029/97JC01911
  • Schulz-Stellenfleth, J., Lehner, S., & Hoja, D. (2005). A parametric scheme for the retrieval of two-dimensional ocean wave spectra from synthetic aperture radar look cross spectra. Journal of Geophysical Research, 101(C5), 297–314. https://doi.org/10.1029/2004JC002822
  • Shao, W. Z., Hu, Y. Y., Jiang, X. W., & Zhang, Y. G. (2023). Wave retrieval from quad-polarized Chinese Gaofen-3 SAR image using an improved tilt modulation transfer function. Geo-Spatial Information Science, 1–19. https://doi.org/10.1080/10095020.2023.2239849
  • Shao, W. Z., Hu, Y. Y., Nunziata, F., Corcione, V., Li, X. M., & Li, X. (2020). Cyclone wind retrieval based on X-band SAR-derived wave parameter estimation. Journal of Atmospheric and Oceanic Technology, 37(10), 1907–1924. https://doi.org/10.1175/JTECH-D-20-0014.1
  • Shao, W. Z., Jiang, T., Jiang, X. W., Zhang, Y. G., & Zhou, W. (2021a). Evaluation of sea surface winds and waves retrieved from the Chinese HY-2B data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14(10), 9624–9635. https://doi.org/10.1109/JSTARS.2021.3112760
  • Shao, W. Z., Jiang, X. W., Sun, Z. F., Hu, Y. Y., Marino, A., & Zhang, Y. G. (2022a). Evaluation of wave retrieval for Chinese Gaofen-3 synthetic aperture radar. Geo-Spatial Information Science, 25(2), 229–243. https://doi.org/10.1080/10095020.2021.2012531
  • Shao, W. Z., Nunziata, F., Zhang, Y. G., Corcione, V., & Migliaccio, M. (2021b). 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), 1318–1337. https://doi.org/10.1080/22797254.2021.1924082
  • Shao, W. Z., Zhao, C., Jiang, X. W., Wang, W. L., Shen, W., & Zuo, J. C. (2022b). Preliminary analysis of wave retrieval from Chinese Gaofen-3 SAR imagery in the Arctic Ocean. European Journal of Remote Sensing, 55(1), 440–452. https://doi.org/10.1080/22797254.2022.2098830
  • Shao, W. Z., Zhu, S., Sun, J., Yuan, X. Z., Sheng, Y. X., Zhang, Q. J., & Ji, Q. Y. (2019). Evaluation of wind retrieval from Co-polarization Gaofen-3 SAR imagery around China seas. Journal of Ocean University of China, 18(1), 84–96. https://doi.org/10.1007/s11802-019-3779-8
  • Stoffelen, A., & Anderson, D. (1997). Scatterometer data interpretation: Estimation and validation of the transfer function CMOD4. Journal of Geophysical Research Oceans, 102(C3), 5767–5780. https://doi.org/10.1029/96JC02860
  • Stoffelen, A., Verspeek, J. A., Vogelzang, J., & Verhoef, A. (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), 2123–2134. https://doi.org/10.1109/JSTARS.2017.2681806
  • Stopa, J. E., & Mouche, A. (2017). Significant wave heights from Sentinel-1 SAR: Validation and applications. Journal of Geophysical Research Oceans, 122(3), 1827–1848. https://doi.org/10.1002/2016JC012364
  • Sun, J., & Guan, C. L. (2006). Parameterized first-guess spectrum method for retrieving directional spectrum of swell-dominated waves and huge waves from SAR Images. Chinese Journal of Oceanology and Limnology, 24(1), 12–20. https://doi.org/10.1007/BF02842769
  • Sun, Z. F., Shao, W. Z., Jiang, X. W., Nunziata, F., Wang, W. L., Shen, W., & Migliaccio, M. (2022). Contribution of breaking wave on the co-polarized backscattering measured by the Chinese Gaofen-3 SAR. International Journal of Remote Sensing, 43(4), 1384–1408. https://doi.org/10.1080/01431161.2021.2009150
  • Wang, H., Yang, J. S., Lin, M. S., Li, W. W., Zhu, J. H., Ren, L., & Cui, L. M. (2022). Quad-polarimetric SAR sea state retrieval algorithm from Chinese Gaofen-3 wave mode imagettes via deep learning. Remote Sensing of Environment, 273(3), 112969. https://doi.org/10.1016/j.rse.2022.112969
  • WAVEWATCH III Development Group. (2019). User manual and system documentation of WAVEWATCH III version 6.07. National Oceanic and Atmospheric Administration.
  • Yang, X. F., Li, X. F., Pichel, W., & Li, Z. W. (2011). Comparison of ocean surface winds from ENVISAT ASAR, metop ASCAT Scatterometer, buoy measurements, and NOGAPS model. IEEE Transactions on Geoscience and Remote Sensing, 49(12), 4743–4750. https://doi.org/10.1109/tgrs.2011.2159802
  • Yao, R., Shao, W. Z., Zhang, Y. G., Wei, M., Hu, S., & Zuo, J. C. (2023). Feasibility of wave simulation in typhoon using WAVEWATCH-III forced by remote-sensed wind. Journal of Marine Science and Engineering, 11(10), 2010. https://doi.org/10.3390/jmse11102010
  • Zhang, G. S., Li, X. F., Perrie, W., Hwang, P., Zhang, B., & Yang, X. F. (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. https://doi.org/10.1109/TGRS.2017.2699622
  • Zhang, Y. M., Wang, Y. H., Zhang, J., & Liu, Y. Z. (2021). Reanalysis of the tilt MTFs based on the C-Band empirical geophysical Model function. IEEE Geoscience & Remote Sensing Letters, 18(9), 1500–1504. https://doi.org/10.1109/LGRS.2020.3004332
  • Zhang, Y., Wang, Y. H., Zhang, J., & Liu, Y. Z. (2020). Reanalysis of the tilt MTFs based on the C-band empirical geophysical model function. IEEE Geoscience and Remote Sensing Letters, 18(9), 1500–1504. https://doi.org/10.1109/LGRS.2020.3004332
  • Zhao, X. B., Shao, W. Z., Hao, M. Y., & Jiang, X. W. (2023). Novel approach to wind retrieval from sentinel-1 SAR in tropical cyclones. Canadian Journal of Remote Sensing, 49(1), 2254839. https://doi.org/10.1080/07038992.2023.2254839
  • Zhong, R. Z., Shao, W. Z., Zhao, C., Jiang, X. W., & Zuo, J. C. (2023). Analysis of wave breaking on Gaofen-3 and TerraSAR-X SAR image and its effect on wave retrieval. Remote Sensing, 15(3), 574. https://doi.org/10.3390/rs15030574
  • Zhu, S., Shao, W. Z., Armando, M., Shi, J., Sun, J., Yuan, X. Z., Hu, J. C., Yang, D. K., & Zuo, J. C. (2018). 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. https://doi.org/10.1080/07038992.2019.1573136
  • Zhu, S., Shao, W. Z., Marino, A., Sun, J., & Yuan, X. Z. (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. https://doi.org/10.1007/s11802-020-4215-9