ikding/kang-2018-spectral-inducedpolarization

Inversions of time-domain spectral induced polarization data using s1retched exponential

| Overview | Launching the notebooks | Running the notebooks | Citation | Issues | License |

Inversions of time-domain spectral induced polarization data using stretched exponential

Overview

This repository contains the notebooks used to generate the examples shown in "Inversions of time-domain spectral induced polarization data using stretched exponential" by Seogi Kang and Douglas W. Oldenburg. The list of the notebooks are:

• notebooks: contains the notebooks used to generate figures in the paper and thesis
  • 1-Plot-Cole-Cole.ipynb:
    • Figure 1
  • 2-Fit-ColeCole-with-StrechedExponential:
    • Figure 2
  • 3-DC-SIP-data:
    • Figures 5 and 6
  • 4-DC-SIP-inversion-2D:
    • Figures 7-11
  • 5-DC_inversion_3D:
  • 6-1-SIP_inversion_3D
  • 6-2-SIP_inversion_3D_load:
    • Figures 12-14
  • 6-2-SIP_inversion_3D_load:
    • Figures 12-14
  • 7-Generate-porphyry-model-and-data
  • 8-IP_inversion_3D
  • 9-Linearization-tests

Launching the notebooks

Online

The notebooks can be run online through mybinder

Locally

To run them locally, you will need to have python installed, preferably through anaconda.

You can then clone this repository. From a command line, run

git clone https://github.com/simpeg-research/kang-2018-spectral-inducedpolarization.git

Then cd into the kang-2018-spectral-inducedpolarization

cd kang-2018-spectral-inducedpolarization

To setup your software environment, we recommend you use the provided conda environment

conda env create -f environment.yml
source activate sip-environment

alternatively, you can install dependencies through pypi

pip install -r requirements.txt

You can then launch Jupyter

jupyter notebook

Jupyter will then launch in your web-browser.

Running the notebooks

Each cell of code can be run with shift + enter or you can run the entire notebook by selecting cell, Run All in the toolbar.

For more information on running Jupyter notebooks, see the Jupyter Documentation

Citation

Kang, S., & Oldenburg, D. W. (2019). Inversions of time-domain spectral induced polarization data using stretched exponential.

@article{kang2019,
author = {Kang, Seogi and Oldenburg, Douglas W},
journal = {Geophysical Journal International},
number = {},
pages = {},
title = {{Inversions of time-domain spectral induced polarization data using stretched exponential.}},
volume = {},
year = {2019}
}

Issues

If you run into problems or bugs, please let us know by creating an issue in this repository.

License

These notebooks are licensed under the MIT License which allows academic and commercial re-use and adaptation of this work.