3-D deformation inversion: A MATLAB toolbox for automatically calculating SAR-derived 3-D deformation maps of glacier, landslide, and land subsidence
Geological bodies prone to disasters, such as glaciers, landslides, and land subsidence, undergo three-dimensional (3-D) movement. Spaceborne Synthetic Aperture Radar (SAR) satellites commonly capture relative directional motion for Earth observation. However, this begs the question of how to track...
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Veröffentlicht in: | Environmental modelling & software : with environment data news 2024-07, Vol.178, p.106074, Article 106074 |
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Sprache: | eng |
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Zusammenfassung: | Geological bodies prone to disasters, such as glaciers, landslides, and land subsidence, undergo three-dimensional (3-D) movement. Spaceborne Synthetic Aperture Radar (SAR) satellites commonly capture relative directional motion for Earth observation. However, this begs the question of how to track the 3-D movement of geological bodies. Presented here, the 3-D Deformation Inversion toolbox MATLAB-based concurrently processes ascending and descending SAR-derived datasets acquired from either Pixel Offset Tracking (POT) or Differential Interferometric SAR (DInSAR) methodology, in addition, generates long-term 3-D deformation and interactive point time series and line section information, also dynamic map visualizations. It is the ability to calculate the least squares solution using truncated or multi-order Tikhonov regularized Singular Value Decomposition (SVD). Three various scenarios are employed to assess processing capabilities. The L-curve method finds the optimal calculation parameters tailored to various objects. The toolbox's effectiveness and applicability enhance the potential for evolutionary dynamic analysis in geoscience.
•The first 3-D inversion toolbox using MATLAB for deformation maps.•Multi-platform compatibility and user-friendly operation support.•There are two approaches to solving ill-condition equations.•Multiple geological deformation monitoring scenarios support. |
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ISSN: | 1364-8152 |
DOI: | 10.1016/j.envsoft.2024.106074 |