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Zou Yarong, Zou Bin, Liang Chao. Research on progress of oil spill detection using polarization SAR data[J]. Haiyang Xuebao, 2014, 36(9): 1-6. doi: 10.3969.issn.0253-4193.2014.09.001
Citation: Zou Yarong, Zou Bin, Liang Chao. Research on progress of oil spill detection using polarization SAR data[J]. Haiyang Xuebao, 2014, 36(9): 1-6. doi: 10.3969.issn.0253-4193.2014.09.001

Research on progress of oil spill detection using polarization SAR data

doi: 10.3969.issn.0253-4193.2014.09.001
  • Received Date: 2013-03-26
  • Rev Recd Date: 2013-09-26
  • Oil spill brings the serious influence to marine ecological environment,fast and accurately detecting the oil spill is of great significance for disaster prevention and mitigation. By making use of satellite remote sensing for the oil spill detection has become the main means of detection,Using the SAR(synthetic aperture radar) data and image processing methods,most scholars carry out a variety of oil spill extraction algorithm research,and get some good results,but there exist some look-alikes,which affect the extract information accuracy. In recent years,from polarization decomposition and a phase,using polarization SAR data in oil spill information extraction,such as the oil spill characteristic analysis,can effectively distinguish between some kind of oil spill phenomenon,and obtain the ideal results. The application of SAR data is analyzed in the oil spill information extraction research,summarized the oil spill polarization SAR detection research is summarized,and the current of the insufficiency in research is pointed out,and the future oil spill polarization SAR remote sensing monitoring.
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  • Fingas M F,Brown C E. Review of oil spill remote sensing[J]. Spill Sci Technol Bull,1997,4(4): 199-208.
    Brekke C,Solberg A H S. Oil spill detection by satelliteremote sensing[J]. Remote Sens Environ,2005,95(1): 1-13.
    Frate F D,Petrocchi A,Lichtenegger J,et al. Neural networks for oil spill detection using ERS-SAR data[J]. IEEE Transactions on Geoscience and Remote Sensing,2000,38(5): 2282-2287.
    Araujo R T S,Medeiros F N S,Costa R C S,et al. Spots segmentation in SAR images for remote sensing of environment//Proceedings of the 6th IEEE Southwest Symposium on Image Analysis and Interpretation. IEEE,2004: 95-99.
    Mercier G,Derrode S,Pieczynski W,et al. Multiscale oil slick segmentation with markov chain model//Proceedings of IEEE International Geoscience and Remote Sensing Symposium. IEEE,2003,6: 3501-3503.
    Derrode S,Mercier G. Unsupervised multiscale oil slick segmentation from SAR images using a vector HMC model[J]. Pattern Recognition,2007,40(3): 1135-1147.
    Solberg A H S,Storvik G,Solberg R,et al. Automatic detection of oil spills in ERS SAR images[J]. IEEE Trans Geosci Remote Sens,1999,37(4): 1916-1924.
    Solberg A H S,Brekke C,Husoy P O. Oil spill detection in Radarsat and Envisat SAR images[J]. IEEE Trans Geosci Remote Sens,2007,45: 746-755.
    Kanaa T F N,Tonye E,Mercier G,et al. Detection of oil slick signatures in SAR images by fusion of hysteresis thresholding responses//Proceedings of IEEE International Geoscience and Remote Sensing Symposium. IEEE,4: 2750-2752.
    Marghany M,Hashim M,Cracknell A P. Fractal dimension algorithm for detecting oil spills using RADARSAT-1 SAR[J]. Berlin/Heidelberg: Springer-Verlag,2007,4705: 1054-1062.
    Marghany M. RADARSAT Automatic algorithms for detecting coastal oil spill pollution[J]. International Journal of Applied Earth Observation and Geoinformation,2001,3(2): 191-196.
    Marghany M. RADARSAT for oil spill trajectory model environment[J]. Environmental Modelling and Software,2004,19: 473-483.
    Topouzelis K,Karathanassi V,Pavlakis P,et al. Dark formation detection using neural networks[J]. Int J Remote Sens,2008,29(16): 4705-4720.
    黄晓霞,李红旮,黄波. SAR影像中海洋浮油膜特征分割的Level Set方法[J]. 遥感学报,2005,9(5): 549-554.
    石立坚. SAR及MODIS数据海面溢油检测方法研究. 青岛: 中国海洋大学,2008.
    田维. 海面油膜雷达遥感检测机理与方法研究. 北京: 中国科学院研究生院,2009
    Shu Y M,Li J,Yousif H,et al. Dark-spot detection from SAR intensity imagery with spatial density thresholding for oil-spill monitoring[J]. Remote Sensing of Environment,2010,114(9): 2026-2035.
    Li Y,Li J. Oil spill detection from SAR intensity imagery using a marked point process[J]. Remote Sensing of Environment,2010,114(7): 1590-1601.
    Solberg A H S,Dokken S T,Solberg R. Automatic detection of oil spills in Envisat,Radarsat and ERS SAR images//Proceedings of IEEE International Geoscience and Remote Sensing Symposium. IEEE,2003,4:2747-2749.
    Solberg A H S,Brekke C,Solberg R. Algorithms for oil spill detection in Radarsat and ENVISAT SAR images//Proceedings of IEEE International Geoscience and Remote Sensing Symposium. Anchorage,AK: IEEE,2004,7: 4909-4912.
    彭博. 基于面向对象的海洋溢油检测的研究. 大连: 大连海事大学,2007.
    兰国新,李颖,李宝玉,等. 基于多源遥感的海上溢油应急监测研究与应用[J]. 大连海事大学学报,2012,38(1): 97-100.
    邹亚荣,梁超,陈江麟,等. 基于SAR的海上溢油监测最佳探测参数分析[J]. 海洋学报,2011,33(1): 36-43.
    邹亚荣,邹斌,梁超,等. 多元指标的海上溢油信息提取[J]. 地球信息科学学报,2012,14(2): 265-269.
    Singha S,Bellerby T J,Trieschmann O. Detection and classification of oil spill and look-alike spots from SAR imagery using an artificial neural network//Proceedings of the 2012IEEE Geoscience and Remote Sensing Symposium. Munich: IEEE,2012: 5630-5633.
    Wright J W. Backscattering from capillary waves with application to sea clutter[J]. IEEE Transactions on Antennas and Propagation,1966,14(6): 749-754.
    Migliaccio M,Tranfaglia M. A study on the capability of sar polarimetry to observe oil spills//Proceedings of the 2nd International Workshop. Frascati,Italy,2005.
    Migliaccio M,Gambardella A,Tranfaglia M. Oil spill observation by means of polarimetric sar data//Proceedings of SEASAR 2006. Frascati,Italy,2006.
    Nunziata F,Gambardella A,Migliaccio M. Dual-polarized SAR data for oil spill detection//Proc. 'Envisat Symposium 2007’,Montreux,Switzerland 23-27 April 2007,2007.
    Migliaccio M,Nunziata F,Gambardella A. On the co-polarized phase difference for oil spill observation[J]. International Journal of Remote Sensing,2009,30(6): 691-695.
    Nunziata F,Gambardella A,Migliaccio M. On the mueller scattering matrix for sar sea oil slick observation[J]. IEEE Geoscience and Remote Sensing Letters,2008,5(4): 691-695.
    Nunziata F,Gambardella A,Migliaccio M. Fully polarimetric SAR data for oil slick observation//Proceedings of PolInSAR 2009. Frascati,Italy,2009.
    敛琳椳捝?慍灩敧牬瑩畡牣散?牯愠摍愬牎?杮敺潩獡捴楡攠湆挬敇?慭湢摡?牤敥浬潬瑡攠?献攠湏獮椠湴杨孥?嵣???????呩牳慥湤獰慨捡瑳楥漠湤獩?潦湥??敮潣獥挠楦敯湲挠敯?慬渠摳?剩敬浬漠瑯敢?卥敲湶獡楴湩杯??お?金??の?ㄠお???????????び?2009,30(6): 1587-1602.
    Velotto D,Migliaccio M,Nunziata F,et al. Oil-slick observation using single look complex TerraSAR-X dual-polarized data//2010 IEEE International Geoscience and Remote Sensing Symposium. Honolulu,HI: IEEE,2010: 3684-3687.
    Velotto D,Lehner S,Solovievetc A,et al. Analysis of oceanic features from dual-polarization high resolution x-band SAR imagery for oil spill detection purposes//2012 IEEE International Geoscience and Remote Sensing Symposium. Munich: IEEE,2012: 2841-2844.
    Migliaccio M,Nunziata F,Antonio M,et al. A multifrequency polarimetric SAR processing chain to observe oil fields in the Gulf of Mexico[J]. IEEE Transactions on Geoscience and Remote Sensing,2011,49(12): 4729-4737.
    Velotto D,Migliaccio M,Nunziata F,et al. Dual-Polarized TerraSAR-X data for oil-spill observation[J]. IEEE Transactions on Geoscience and Remote Sensing,2011,49(12): 4751-4762.
    Salberg A B,Rudjord O,Solberg A H S. Model based oil spill detection using polarimetric SAR//2012 IEEE International Geoscience and Remote Sensing Symposium. Munich: IEEE,2012: 5884-5887.
    Migliaccio M,Gambardella A,Tranfaglia M. SAR polarimetry to observe oil spills[J]. IEEE Trans Geosci Remote Sens,2007,45(2): 506-511.
    Wang W G,Fei L,Peng W,et al. Oil spill detection from polarimetric SAR image// 2010 IEEE 10th International Conference on Signal Processing. Beijing: IEEE,2010: 832-835.
    Zhang B,Perrie W,Li X F,et al. Mapping sea surface oil slicks using RADARSAT-2 quad-polarization SAR image[J]. Geophys Res Lett,2011,38,L10602.
    Stine S,Camilla B,Torbjorn E. An experimental study on oil spill characterization by multi-polarization SAR//9th European Conference on Synthetic Aperture Radar. Nuremberg,Germany: IEEE,2012: 139-142.
    Minchew B,Jones C E,Holt B. Polarimetric analysis of backscatter from the deepwater horizon oilspill using l-band synth
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