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Toy Occam inversion code for 1D MT (Magnetotellurics) method in Matlab

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occam1dmt

Toy Occam inversion code for 1D MT (Magnetotellurics) method in Matlab

DATA

The example data are (literally) copied from Table 5 of the Constable 1987 paper, which is in turn from Cull (1985). See:

Constable, S. C., Parker, R. L., & Constable, C. G. (1987). Occam’s inversion: A practical algorithm for generating smooth models from electromagnetic sounding data. Geophysics, 52(3), 289–300.

Cull, J. P. (1985). Magnetotelluric soundings over a Precambrian contact in Australia. Geophys. J. Roy. Astr. Sot., 80, 661-675.

see also my toy occam code for DC resistivity:

[https://github.com/dong-hao/occam1ddc]

and a RJMCMC version of a student's project:

[https://github.com/NyankoSong/rjMCMC_MT_1D_Inversion]

USAGE

See example/testbench.m for a simple demonstration on how to load the data and call the inversion code.

something like a disclaimer

This was one of many toy codes I fiddled with when I was a student - I hope this could be useful to our students nowadays in the EM community. Those who want to try this script are free to use it on academic/educational cases. But of course, I cannot guarantee the script to be working properly and calculating correctly (although I wish so). Have you any questions or suggestions, please feel free to contact me (but don't you expect that I will reply quickly!).

HOW TO GET IT

git clone https://github.com/dong-hao/occam1dmt/ your_local_folder

UNITS

The internal scale here is log10(Ohmm) - instead of linear scale for both resistivity and apparent resistivity. The layer depth is in (linear) metres, while the impedance phase is in rads.

ERRORS

Currently the internal error here is standard deviation.

HOW TO GET UPDATED

cd to_you_local_folder
git pull 

Contact

DONG Hao – [email protected]

China University of Geosciences, Beijing

Distributed under the GPL v3 license. See LICENSE for more information.

[https://github.com/dong-hao/occam1dmt]

Contributing

Those who are willing to contribute are welcomed to try - but I probably won't have the time to review the commits frequently (not that I would expect there will be any).

  1. Fork it (https://github.com/dong-hao/occam1dmt/fork)
  2. Create your feature branch (git checkout -b feature/somename)
  3. Commit your changes (git commit -am 'Add some features')
  4. Push to the branch (git push origin feature/somename)
  5. Create a new Pull Request - lather, rinse, repeat

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Toy Occam inversion code for 1D MT (Magnetotellurics) method in Matlab

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