Magnetotelluric 2D Forward Modeling Program
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Resource Overview
Developed a MATLAB-based magnetotelluric 2D forward modeling program using finite difference method for creating various geological models. The synthetic data with added noise can be used for subsequent inversion studies.
Detailed Documentation
I have developed a MATLAB computer program for 2D magnetotelluric forward modeling. The program implements the finite difference method to accurately simulate electromagnetic field responses across various geological structures. Key algorithmic features include:
- Discretization of Maxwell's equations using staggered grid finite differences
- Implementation of perfect matched layer (PML) boundary conditions
- Support for anisotropic conductivity models with tensor representations
- Frequency-domain solution using direct matrix solvers for efficiency
The generated synthetic data can be contaminated with controlled noise (using Gaussian or percentage noise models) to simulate real-field conditions. This noise-added data serves as input for subsequent inversion workflows, enabling:
- Validation of inversion algorithms
- Sensitivity analysis of geological parameters
- Uncertainty quantification in model recovery
This implementation provides valuable insights into subsurface electrical structures and serves as a robust foundation for magnetotelluric inversion research and geophysical exploration studies. The modular code structure allows easy extension to 3D modeling and incorporation of additional geological constraints.
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