Seismic Imaging and Inversion Techniques
Seismic imaging and inversion use recorded ground vibrations to reconstruct the physical properties of Earth's interior, treating the subsurface as an unknown whose structure must be inferred from how waves travel, reflect, and scatter through it. Full-waveform inversion pushes this further by matching not just the timing but the complete shape of seismic signals to extract fine-scale details about rock elasticity, density, and anisotropy — properties that govern everything from oil and gas exploration to earthquake hazard assessment. A central challenge is that the underlying mathematical problem is ill-posed: many different subsurface models can reproduce the same surface measurements, so researchers rely on regularization strategies, adjoint-based gradient methods, and rock physics constraints to guide solutions toward geologically plausible answers. Active frontiers include handling frequency-dependent anisotropy more rigorously, scaling full-waveform methods to crustal and mantle depths, and reducing the enormous computational cost of iterative wave-equation-based inversion on realistic 3-D datasets.
- Works
- 204,764
- Total citations
- 1,321,720
- Keywords
- Seismic Waveform InversionFull-Waveform TomographyGeophysical ImagingElastic PropertiesFrequency-Dependent AnisotropySeismic Data Processing
Top papers in Seismic Imaging and Inversion Techniques
Ordered by total citation count.
- Ten Lectures on Wavelets↗ 15,385
- A Practical Guide to Wavelet Analysis↗ 14,998OA
- De-noising by soft-thresholding↗ 9,621
- Theory of Propagation of Elastic Waves in a Fluid-Saturated Porous Solid. I. Low-Frequency Range↗ 8,089OA
- Atomic Decomposition by Basis Pursuit↗ 6,976
- High-resolution frequency-wavenumber spectrum analysis↗ 6,282
- Surface deformation due to shear and tensile faults in a half-space↗ 5,195
- Atomic Decomposition by Basis Pursuit↗ 5,158
- Adapting to Unknown Smoothness via Wavelet Shrinkage↗ 4,356
- Weak elastic anisotropy↗ 4,324
- An overview of full-waveform inversion in exploration geophysics↗ 3,669
- Inversion of seismic reflection data in the acoustic approximation↗ 3,664
Active researchers
Top authors in this area, ranked by h-index.