{"title":"基于不同参数化的倾斜横向各向同性介质中纯准 P 波的全波形反演","authors":"Zhiming Ren, Xue Dai, Lei Wang","doi":"10.1190/geo2023-0367.1","DOIUrl":null,"url":null,"abstract":"Full-waveform inversion (FWI) builds subsurface parameter models by minimizing the residuals between the modeled and observed data. Accounting for the effects of anisotropy is critical for high-resolution imaging of complex structures. We develop an acoustic anisotropic FWI method based on a pure quasi P-wave (qP-wave) equation. The equation coefficients and their derivatives with respect to the Thomsen’s anisotropy parameters ([Formula: see text] and [Formula: see text]) are estimated by least-squares (LS) optimization. We derive the functional gradients and analyze the radiation patterns for six parameter classes: the velocity along the symmetry axis [Formula: see text], [Formula: see text] and [Formula: see text], the normal moveout velocity [Formula: see text], anisotropy parameters [Formula: see text] and [Formula: see text], the horizontal velocity [Formula: see text], [Formula: see text] and [Formula: see text], [Formula: see text], [Formula: see text] and [Formula: see text], [Formula: see text], [Formula: see text] and [Formula: see text], and [Formula: see text], [Formula: see text] and [Formula: see text]. The parameterization [Formula: see text] has significant tradeoff between [Formula: see text] and [Formula: see text] at the intermediate and wide scattering angles. The anisotropy parameters [Formula: see text] and [Formula: see text] are resolvable at the short scattering angles for the parameterizations [Formula: see text] and [Formula: see text], respectively. The parameter crosstalk for the parameterizations [Formula: see text] and [Formula: see text] is more serious than that for other types of parameterizations. We perform FWI of pure qP-waves in vertical and titled transversely isotropic (VTI and TTI) media. Inversion results on the Overthrust VTI model and the modified BP TTI model show that the velocity, anisotropy parameters and tilt angle can be individually reconstructed when other parameters are sufficiently accurate. The multi-parameter FWI cannot obtain reliable tilt angles for each type of parameterization. The inversion with the parameterization [Formula: see text] produces [Formula: see text], [Formula: see text] and [Formula: see text] models with modest accuracy, whereas the parameterization [Formula: see text] helps to improve the accuracy of [Formula: see text] and [Formula: see text] models.","PeriodicalId":55102,"journal":{"name":"Geophysics","volume":"357 1","pages":""},"PeriodicalIF":3.0000,"publicationDate":"2023-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Full-waveform inversion of pure quasi-P waves in titled transversely isotropic media based on different parameterization\",\"authors\":\"Zhiming Ren, Xue Dai, Lei Wang\",\"doi\":\"10.1190/geo2023-0367.1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Full-waveform inversion (FWI) builds subsurface parameter models by minimizing the residuals between the modeled and observed data. Accounting for the effects of anisotropy is critical for high-resolution imaging of complex structures. We develop an acoustic anisotropic FWI method based on a pure quasi P-wave (qP-wave) equation. The equation coefficients and their derivatives with respect to the Thomsen’s anisotropy parameters ([Formula: see text] and [Formula: see text]) are estimated by least-squares (LS) optimization. We derive the functional gradients and analyze the radiation patterns for six parameter classes: the velocity along the symmetry axis [Formula: see text], [Formula: see text] and [Formula: see text], the normal moveout velocity [Formula: see text], anisotropy parameters [Formula: see text] and [Formula: see text], the horizontal velocity [Formula: see text], [Formula: see text] and [Formula: see text], [Formula: see text], [Formula: see text] and [Formula: see text], [Formula: see text], [Formula: see text] and [Formula: see text], and [Formula: see text], [Formula: see text] and [Formula: see text]. The parameterization [Formula: see text] has significant tradeoff between [Formula: see text] and [Formula: see text] at the intermediate and wide scattering angles. The anisotropy parameters [Formula: see text] and [Formula: see text] are resolvable at the short scattering angles for the parameterizations [Formula: see text] and [Formula: see text], respectively. The parameter crosstalk for the parameterizations [Formula: see text] and [Formula: see text] is more serious than that for other types of parameterizations. We perform FWI of pure qP-waves in vertical and titled transversely isotropic (VTI and TTI) media. Inversion results on the Overthrust VTI model and the modified BP TTI model show that the velocity, anisotropy parameters and tilt angle can be individually reconstructed when other parameters are sufficiently accurate. The multi-parameter FWI cannot obtain reliable tilt angles for each type of parameterization. The inversion with the parameterization [Formula: see text] produces [Formula: see text], [Formula: see text] and [Formula: see text] models with modest accuracy, whereas the parameterization [Formula: see text] helps to improve the accuracy of [Formula: see text] and [Formula: see text] models.\",\"PeriodicalId\":55102,\"journal\":{\"name\":\"Geophysics\",\"volume\":\"357 1\",\"pages\":\"\"},\"PeriodicalIF\":3.0000,\"publicationDate\":\"2023-12-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Geophysics\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://doi.org/10.1190/geo2023-0367.1\",\"RegionNum\":2,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"GEOCHEMISTRY & GEOPHYSICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Geophysics","FirstCategoryId":"89","ListUrlMain":"https://doi.org/10.1190/geo2023-0367.1","RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GEOCHEMISTRY & GEOPHYSICS","Score":null,"Total":0}
引用次数: 0
摘要
全波形反演(FWI)通过最小化建模数据与观测数据之间的残差来建立地下参数模型。考虑各向异性的影响对于复杂结构的高分辨率成像至关重要。我们开发了一种基于纯准 P 波(qP 波)方程的声学各向异性 FWI 方法。方程系数及其与汤姆森各向异性参数([公式:见正文]和[公式:见正文])的导数是通过最小二乘(LS)优化估算的。我们推导出了函数梯度,并分析了六类参数的辐射模式:沿对称轴的速度[式:见正文]、[式:见正文]和[式:见正文],法向移动速度[式:见正文],各向异性参数[式:见正文]和[式:见正文],水平速度[式:见正文]和[式:见正文]:见正文]、水平速度[式:见正文]、[式:见正文]和[式:见正文]、[式:见正文]、[式:见正文]和[式:见正文]、[式:见正文]和[式:见正文]、[式:见正文]和[式:见正文]、[式:见正文]和[式:见正文]。参数化[式:见正文]在中间角和宽散射角时在[式:见正文]和[式:见正文]之间有明显的折衷。各向异性参数[式:见正文]和[式:见正文]在短散射角时分别可通过参数化[式:见正文]和[式:见正文]解决。公式:见正文]和[公式:见正文]的参数串扰比其他类型的参数串扰更为严重。我们对垂直和倾斜横向各向同性(VTI 和 TTI)介质中的纯 qP 波进行了全波反演。Overthrust VTI 模型和改进的 BP TTI 模型的反演结果表明,当其他参数足够精确时,可以单独重建速度、各向异性参数和倾斜角。多参数 FWI 无法为每种参数化类型获得可靠的倾斜角。用参数化[公式:见正文]反演得到的[公式:见正文]、[公式:见正文]和[公式:见正文]模型精度不高,而参数化[公式:见正文]有助于提高[公式:见正文]和[公式:见正文]模型的精度。
Full-waveform inversion of pure quasi-P waves in titled transversely isotropic media based on different parameterization
Full-waveform inversion (FWI) builds subsurface parameter models by minimizing the residuals between the modeled and observed data. Accounting for the effects of anisotropy is critical for high-resolution imaging of complex structures. We develop an acoustic anisotropic FWI method based on a pure quasi P-wave (qP-wave) equation. The equation coefficients and their derivatives with respect to the Thomsen’s anisotropy parameters ([Formula: see text] and [Formula: see text]) are estimated by least-squares (LS) optimization. We derive the functional gradients and analyze the radiation patterns for six parameter classes: the velocity along the symmetry axis [Formula: see text], [Formula: see text] and [Formula: see text], the normal moveout velocity [Formula: see text], anisotropy parameters [Formula: see text] and [Formula: see text], the horizontal velocity [Formula: see text], [Formula: see text] and [Formula: see text], [Formula: see text], [Formula: see text] and [Formula: see text], [Formula: see text], [Formula: see text] and [Formula: see text], and [Formula: see text], [Formula: see text] and [Formula: see text]. The parameterization [Formula: see text] has significant tradeoff between [Formula: see text] and [Formula: see text] at the intermediate and wide scattering angles. The anisotropy parameters [Formula: see text] and [Formula: see text] are resolvable at the short scattering angles for the parameterizations [Formula: see text] and [Formula: see text], respectively. The parameter crosstalk for the parameterizations [Formula: see text] and [Formula: see text] is more serious than that for other types of parameterizations. We perform FWI of pure qP-waves in vertical and titled transversely isotropic (VTI and TTI) media. Inversion results on the Overthrust VTI model and the modified BP TTI model show that the velocity, anisotropy parameters and tilt angle can be individually reconstructed when other parameters are sufficiently accurate. The multi-parameter FWI cannot obtain reliable tilt angles for each type of parameterization. The inversion with the parameterization [Formula: see text] produces [Formula: see text], [Formula: see text] and [Formula: see text] models with modest accuracy, whereas the parameterization [Formula: see text] helps to improve the accuracy of [Formula: see text] and [Formula: see text] models.
期刊介绍:
Geophysics, published by the Society of Exploration Geophysicists since 1936, is an archival journal encompassing all aspects of research, exploration, and education in applied geophysics.
Geophysics articles, generally more than 275 per year in six issues, cover the entire spectrum of geophysical methods, including seismology, potential fields, electromagnetics, and borehole measurements. Geophysics, a bimonthly, provides theoretical and mathematical tools needed to reproduce depicted work, encouraging further development and research.
Geophysics papers, drawn from industry and academia, undergo a rigorous peer-review process to validate the described methods and conclusions and ensure the highest editorial and production quality. Geophysics editors strongly encourage the use of real data, including actual case histories, to highlight current technology and tutorials to stimulate ideas. Some issues feature a section of solicited papers on a particular subject of current interest. Recent special sections focused on seismic anisotropy, subsalt exploration and development, and microseismic monitoring.
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