JHVIT : Joint Hypocenter Velocity Inversion on Tetrahedral meshes
JHVIT is a python package for locating seismic event hypocenters on unstructured grids. The package is an extension of the joint hypocenter-velocity inversion method on tetrahedral meshes. It is mainly recommended for domains with steep topography, underground cavities and stratigraphic and abnormal geological contacts such as folds, faults and shear zones. The code is able to locate a wide range of seismic events going from major earthquakes and nuclear explosions to low and negative magnitude events. Target application areas include computational seismology, hydraulic fracture and microseismic monitoring of mining environments or in civil engineering projects.
The package is written in Python, uses an optimized c++ raytracing code wrapped in Cython and supports parallel computing.
Documentation is available here: https://jhvit.readthedocs.io/en/latest/
Launch a command line on your device and run: pip install JHVIT
Requirements:
- The package ttcrpy must be installed in order to perform the raytracing step. This package can be installed from: https://pypi.org/project/ttcrpy/
- Install a proper version of vtk : https://pypi.org/project/vtk/
- To prevent bugs, it would be better to use python 3.7
Notes:
- It is highly recommended to upgrade numpy package before installing ttcrpy.
- We also recommend to install the vtk library with pip.
6 functions can be called and run in this package:
-
jntHypoVel_T : Joint hypocenter-velocity inversion of P wave data, parametrized via the velocity model.
-
jntHyposlow_T : Joint hypocenter-velocity inversion of P wave data, parametrized via the slowness model.
-
jntHypoVelPS_T : Joint hypocenter-velocity inversion of P- and S-wave data, parametrized via the velocity models.
-
jntHyposlowPS_T : Joint hypocenter-velocity inversion of P- and S-wave data, parametrized via the slowness models.
-
jointHypoVel_T : Joint hypocenter-velocity inversion of P wave data. Input data and inversion parameters are downloaded automatically from external text files.
-
jointHypoVelPS_T : Joint hypocenter-velocity inversion of P- and S-wave data. Input data and inversion parameters are downloaded automatically from external text files.
Two examples of hypocenter relocation using the JHVIT are presented (see https://github.com/groupeLIAMG/JHVIT/blob/main/examples/Example.py ). The first example involves the inversion of P wave data while the second uses both P- and S-wave data.
@Thesis{Block91,
Title = {Joint hypocenter-velocity inversion of local earthquake arrival
time data in two geothermal regions},
Author = {Lisa Vectoria Block},
Year = {1991},
Number of Pages = {448},
University = {Massachusetts Institute of Technology},
Thesis Type = {Doctoral thesis},
keywords = {Earth, Atmospheric, and Planetary Sciences},
URL = {http://hdl.handle.net/1721.1/13904}
}
@article{Block94,
author = {Lisa V. Block, C. H. Cheng, Michael C. Fehler, and
W. Scott Phillips},
title = {Seismic imaging using microearthquakes induced by hydraulic
fracturing},
journal = {Geophysics},
year = {1994},
volume = {59},
pages = {102-112},
number = {1},
doi = {10.1190/geo1992-0156},
url = {https://library.seg.org/doi/10.1190/geo1992-0156}
}
@Thesis{Giroux01,
Title = {Auscultation des barrages en béton par écoute microsismique:
détectabilité et localisation des événements},
Author = {Bernard Giroux},
Year = {2001},
Number of Pages = {268},
University = {Université de Montréal},
Thesis Type = {Doctoral thesis},
Language = {French},
URL = {https://publications.polymtl.ca/8641/}
}
@article{Nasr18,
author = {Nasr, Maher and Giroux, Bernard and Dupuis, J. Christian},
title = {A hybrid approach to compute seismic travel times in
three-dimensional tetrahedral meshes},
journal = {Geophysical Prospecting},
volume = {68},
number = {4},
pages = {1291-1313},
keywords = {Travel time, Seismic modelling, Ray tracing, Seismics,
Computing aspects},
doi = {10.1111/1365-2478.12930},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/1365-2478.12930},
eprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1111/1365-2478.12930},
}
@article{Nasr21,
author = {Nasr, Maher and Giroux, Bernard and Dupuis, J. Christian},
title = {Python package for 3D joint hypocenter-velocity inversion on
tetrahedral meshes: Parallel implementation and practical
considerations},
journal = {Computational Geosciences},
volume = {n/a},
number = {n/a},
pages = {n/a},
keywords = {joint hypocenter velocity inversion; hypocenter location;
passive seismic; computational seismology; parallelism;
tetrahedral meshes},
}
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