短周期远震全波形成像进展

Advances in short-period teleseismic full-waveform tomography

  • 摘要: 地震波成像是揭示地球内部结构的最佳手段。自二十世纪七十年代以来,随着地震观测技术的提升、计算机软硬件技术的发展以及各种地震正反演理论的建立,关于地球内部结构成像的研究取得了长足的进步,有效地推动了对地球内部状态和动力学过程的认识。特别是近年来发展起来的以局部三维地球结构为成像目标的短周期远震全波形成像方法,即“盒子成像”方法,在确保计算效率的同时,显著提高了成像的分辨率,尤其是对岩石圈深部结构的约束更为突出。在构造复杂、地震活动性较弱但观测台阵分布密集的区域,盒子成像在揭示岩石圈结构方面表现出显著优势。同时,该方法能够对密度、P波和S波速度以及各向异性结构等多个模型参数提供有效约束,为定量研究地球内部物质的组成成分及其温度–压力状态提供重要的地震学支撑。本文以盒子成像为核心主题,在回顾地震学成像方法发展历程的基础上,系统阐述了盒子成像的建立动机、理论与算法特点、当前的实际应用场景以及存在的局限与未来发展方向,旨在从理论与实践双层面上系统地总结盒子成像方法的研究发展,深入探讨其在应用中的实际操作原理和过程、技术上面临的挑战及方法的局限性,以期推动盒子成像方法的推广应用,并为该方法在地球岩石圈结构的研究提供参考与借鉴。

     

    Abstract:
    Seismic tomography has long been recognized as one of the most effective and widely applied tools for probing the Earth’s interior. Since the pioneering studies of K Aki and collaborators in the 1970s, advances in seismic observational techniques, computational capabilities, and forward and inversion methods have led to remarkable images of the Earth’s internal structure, greatly improving our understanding of the Earth’s compositional status and dynamic process. Ray-theoretical traveltime tomography successfully revealed the large-scale features of the lithosphere and mantle. However, the high-frequency approximation inherent in traveltime tomography prevented the full usage of information embedded in seismic records and thus limited the achievable resolution with a given station coverage. This, combined with the advances in computational capabilities, naturally gave rise to the development of finite-frequency approach and ultimately the full-waveform paradigm so that all structural information embedded in seismic records can be fully employed to invert any model parameters such as wave velocity, density, anisotropy, and anelasticity. A recent development employs full waveforms of short-period teleseismic arrivals recorded by a local seismic array to image the subarray structures. Since the approach only resolves the structures within the volume beneath the array, it is also referred to as “box tomography”. It achieves both high computational efficiency and spatial resolution, and has shown to be effective in resolving lithospheric structures when applied to dense arrays, particularly in tectonically complex but seismically inactive regions. Moreover, it offers robust constraints on multiple structural parameters, including density, P- and S-wave velocities, and even anisotropy.
    In box tomography, the teleseismic wavefields are calculated by a hybrid approach, in which the wavefields outside the box of interest are calculated by efficient algorithms using simplified (often 1-D) models, and this external wavefields are injected into the subarray box for wavefield simulation by accurate wave equation solvers in complex 3-D models that incorporates realistic topography and heterogeneities. The sensitivity kernels of the full-waveform objective function to model perturbations are computed through the adjoint method that involves a forward simulation followed by an adjoint simulation, in which the data residuals are back-propagated from the stations. The resulting forward and adjoint wavefields are convolved to construct the gradients of the objective function with respect to the model parameters such as density and P- and S-wave velocities. The inversion is conducted iteratively using an efficient optimization scheme.
    Practical applications of box tomography generally make use of teleseismic records from densely spaced seismic arrays. The teleseismic events with high waveform quality are selected and preprocessed through component rotation, normalization, windowing, and the hierarchical multi-frequency filtering to reduce the non-linearity of the full-waveform objective function. An apparent source time function is estimated for each teleseismic event by deconvolving the synthetic seismograms from the corresponding records, thereby mitigating the influence of the inaccuracies in both the structural model outside the target box and the earthquake source model. The spatial resolution of the resulting model inside the target box can be evaluated through resolution tests such as recovery test, checkerboard test and spike test, which provide illustrative indications of the model reliability. These procedures have been applied and proven effective in several box tomographic studies on orogenic belts, subduction zones, and intra-continental crust and upper-mantle structures, demonstrating the capability of box tomography to resolve small-scale lateral heterogeneities in the lithosphere in diverse tectonic environments.
    The known limitations and challenges of the box tomography method include: ① the occurrence of singularities in the sensitivity kernels near seismic stations, which arises from the analytic singularities of the adjoint wavefields at the receivers; ② the inaccuracies in the global model outside the box of interest used for computing the teleseismic wavefields to propagate into the box, leading to errors in the hybrid simulation results; ③ potential influence of errors in the teleseismic earthquake source model, which is assumed known and kept fixed during the inversion.
    Future directions of box tomography development revolve around the three limitations and challenges. First, it is necessary to design effective ways to suppress the singularities near stations. Possible solutions include the introduction of station-based weighting and data-adaptive model discretization. Second, using more accurate (2-D or even 3-D) Earth models for calculating the teleseismic wavefields in hybrid simulations. Third, the source-related errors may be mitigated by adopting objective functions less dependent on earthquake sources, for instance, the receiver function. In addition, joint inversion of teleseismic body and surface waves should be further explored. Such approaches exploit the complementary sensitivity of different wave types, yielding improved depth resolution in imaging crustal and upper-mantle structures.
    In this paper, we present a comprehensive review on box tomography. Our aim is to spark interests and facilitate applications of box tomography, which serves as an effective tool for the investigation of the earth’s lithospheric structure.

     

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