A ghost wave suppression method based on frequency-slowness domain extension by optimization of key parameters
QING Jie1, GU Hanming1, WANG Jianhua2,3
1. School of Geophysics and Geomatics, China University of Geosciences, Wuhan, Hubei 430074, China; 2. CNOOC Research Institute Co., Ltd., Beijing 100028, China; 3. National Engineering Research Center of Offshore Oil and Gas Exploration, Beijing 100028, China
Abstract:The notch characteristics of ghost waves restrict the effective bandwidth of marine seismic data, and thus ghost wave suppression is an important step in the broadband processing of marine data. The delay time and amplitude difference coefficient of ghost waves and primary reflections are the key parameters of ghost wave suppression, and the accuracy of the two parameters directly affects the processing results of ghost waves. Due to the influence of rugged seabed, choppy sea surface, varying reflection layer depth, and other factors, the ghost wave parameters fluctuate with space and time in practice, which results in errors in ghost wave suppression ope-rator, and positive processing results cannot be obtained. Therefore, we construct a wave field extension operator based on the ghost wave suppression method in a frequency-slowness domain and use a sliding time window to reduce the influence of time-varying ghost wave parameters. After that, we add and subtract one extension record from the original seismic data in the sliding time window, respectively, take the solved minimum sum of the absolute values of the product of new records as the measurement, and perform alternating iterations to explore the optimal average delay time and amplitude difference coefficient of the ghost waves, so as to suppress the ghost waves. The synthesized data of inclined cables and the actual data calculation show that this method can effectively suppress ghost waves, expand frequency bands, and improve the resolution of seismic data.
POSTHUMUS B J.Deghosting using a twin streamer configuration[J].Geophysical Prospecting,1993,41(3):267-286.
[2]
刘春成,刘志斌,顾汉明.利用上/下缆合并算子确定海上上/下缆采集的最优沉放深度组合[J].石油物探,2013,52(6):623-629.LIU Chuncheng,LIU Zhibin,and GU Hanming.The determination of optimal sinking depths of over/under streamers in offshore survey by merge operator[J].Geophysical Prospecting for Petroleum,2013,52(6):623-629.
[3]
赫建伟,顾汉明,吴耀乐,等.波场延拓最小二乘法去虚反射技术在上下缆采集数据处理中的应用[J].石油地球物理勘探,2015,50(3):424-430.HE Jianwei,GU Hanming,WU Yaole,et al.Ghost elimination with extrapolation least square for seismic data acquired by over/under towed-streamers[J].Oil Geophysical Prospecting,2015,50(3):424-430.
[4]
全海燕,韩立强.海底电缆双检接收技术压制水柱混响[J].石油地球物理勘探,2005,40(1):7-12.QUAN Haiyan and HAN Liqiang.Using OBC dual-receiver to suppress reverberation of water column[J].Oil Geophysical Prospecting,2005,40(1):7-12.
[5]
高少武,孙鹏远,方云峰,等.双检数据上下行波场分离技术研究进展[J].石油地球物理勘探,2021,56(6):1419-1429.GAO Shaowu,SUN Pengyuan,FANG Yunfeng,et al.Research progress of up-going and down-going wavefield separation for dual-sensor data[J].Oil Geophysical Prospecting,2021,56(6):1419-1429.
[6]
MOLDOVEANU N.Vertical source array in marine seismic exploration[C].SEG Technical Program Expanded Abstracts,2000,19:53-56.
[7]
CAMBOIS G,LONG A,PARKES G,et al.Multi-level airgun array:a simple and effective way to enhance the low frequency content of marine seismic data[C].SEG Technical Program Expanded Abstracts,2009,28:152-156.
[8]
SOUBARAS R.Deghosting by joint deconvolution of a migration and a mirror migration[C].SEG Technical Program Expanded Abstracts,2010,29:3406-3410.
[9]
SOUBARAS R and LAFET Y.Variable-depth streamer acquisition:broadband data for imaging and inversion[J].Geophysics,2013,78(2):WA27-WA39.
[10]
SABLON R,PAYEN T,TONCHIA H,et al.Ghost-Free imaging combining synchronized multi-level source and variable-depth streamer[C].SEG Technical Program Expanded Abstracts,2013,32:72-76.
[11]
WANG Ping,RAY S,PENG Can,et al.Premigration deghosting for marine streamer data using a bootstrap approach in Tau-P domain[C].SEG Technical Program Expanded Abstracts,2013,32:4221-4225.
[12]
SONG J G,GONG Y L,and LI S.High-resolution frequency-domain Radon transform and variable-depth streamer data deghosting[J].Applied Geophysics,2015,12(4):564-572.
[13]
张振波,李东方.斜缆宽频地震勘探技术在珠江口盆地的应用[J].石油地球物理勘探,2014,49(3):451-456.ZHANG Zhenbo and LI Dongfang.Variable-depth streamer seismic acquisition and processing in Pearl River Mouth Basin[J].Oil Geophysical Prospecting,2014,49(3):451-456.
[14]
王建花,王艳冬,刘国昌.基于波场延拓和反演的变深度缆地震数据鬼波压制方法[J].石油地球物理勘探,2017,52(5):885-893.WANG Jianhua,WANG Yandong,and LIU Guochang.A deghosting method on variable-depth streamer data based on wavefield extrapolation and inversion[J].Oil Geophysical Prospecting,2017,52(5):885-893.
[15]
张威,韩立国,李洪建,等.基于LSMR算法的斜缆数据鬼波压制方法[J].石油地球物理勘探,2017,52(3):434-441.ZHANG Wei,HAN Liguo,LI Hongjian,et al.De-ghosting of variable-depth streamer data based on LSMR[J].Oil Geophysical Prospecting,2017,52(3):434-441.
[16]
马继涛,王艳冬,陈小宏,等.基于波场外推和阈值截断的鬼波压制方法[J].石油地球物理勘探,2018,53(2):227-235.MA Jitao,WANG Yandong,CHEN Xiaohong,et al.A ghost suppression method based on wavefield extrapolation and threshold truncation[J].Oil Geophysical Prospecting,2018,53(2):227-235.
[17]
宋建国,马安,黄晟,等.利用格林函数的多次迭代鬼波压制方法[J].石油地球物理勘探,2022,57(1):91-100.SONG Jianguo,MA An,HUANG Sheng,et al.A multi-iterative method for deghosting based on Green’s theorem[J].Oil Geophysical Prospecting,2022,57(1):91-100.
[18]
张宝金,彭科,成谷,等.倍频视角的宽频地震子波优化[J].石油地球物理勘探,2022,57(2):297-302.ZHANG Baojin,PENG Ke,CHENG Gu,et al.Optimization of broadband seismic wavelets from the perspective of octaves[J].Oil Geophysical Prospecting,2022,57(2):297-302.
GRION S,TELLING R,HOLLAND S.Rough sea estimation for phase-shift deghosting[C].SEG Technical Program Expanded Abstracts,2016,35:5129-5133.
[21]
MATTA M,CAPRIOLI P,FURBER A,et al.Adaptive deghosting of variable depth streamer data: a case study from the Black Sea[C].SEG Technical Program Expanded Abstracts,2017,36:4876-4880.
[22]
许自强,方中于,顾汉明,等.海上变深度缆数据最优化压制鬼波方法及其应用[J].石油物探,2015,54(4):404-413.XU Ziqiang,FANG Zhongyu,GU Hanming,et al.The application of optimal deghosting algorithm on marine variable-depth streamer data[J].Oil Geophysical Prospecting,2015,54(4):404-413.
[23]
王冲,顾汉明,许自强,等.最小二乘反演迭代算法在压制海上变深度缆采集数据虚反射中的应用[J].地球物理学报,2016,59(5):1790-1803.WANG Chong,GU Hanming,XU Ziqiang,et al.The application of least-squares inversion iteration algorithm to deghost for marine variable-depth streamer data[J].Chinese Journal of Geophysics,2016,59(5):1790-1803.
[24]
王冲,顾汉明,许自强,等.频率慢度域自适应迭代反演算法压制海上倾斜缆鬼波方法及其应用[J].地球物理学报,2016,59(12):4677-4689.WANG Chong,GU Hanming,XU Ziqiang,et al.The application of adaptive iteration inversion algorithm to deghost for marine variable-depth streamer data in frequency-slowness domain[J].Chinese Journal of Geophysics,2016,59(12):4677-4689.
[25]
张威,韩立国,李洪建.基于起伏海水表面的拖缆鬼波压制方法[J].石油物探,2017,56(4):500-506.ZHANG Wei,HAN Liguo,and LI Hongjian.De-ghosting method based on a variable sea surface for conventional streamer seismic data[J].Geophysical Prospecting for Petroleum,2017,56(4):500-506.
[26]
封强,韩立国,杨帆.非高斯性最大化变深度缆鬼波压制方法[J].石油地球物理勘探,2020,55(1):57-63.FENG Qiang,HAN Liguo,and YANG Fan.A de-ghosting method for variable-depth streamer data based on non-Gaussian maximization[J].Oil Geophysical Prospecting,2020,55(1):57-63.
[27]
王永强,王华忠,孙维蔷,等.基于编码解码思想的鬼波预测与压制方法[J].地球物理学报,2021,64(4):1389-1400.WANG Yongqiang,WANG Huazhong,SUN Weiqiang,et al.Ghost wave prediction and attenuation method using coding and decoding[J].Chinese Journal of Geophysics,2021,64(4):1389-1400.
[28]
陈胜红,钟广见,吴庐山,等.面向南海北部中生界地质目标的宽频高精度准三维处理集成技术[J].石油地球物理勘探,2022,57(5):1076-1087.CHEN Shenghong,ZHONG Guangjian,WU Lushan,et al.Integrated broadband and high-precision quasi-3D processing technology for geological targets in the Mesozoic of the northern South China Sea[J].Oil Geophysical Prospecting,2022,57(5):1076-1087.