| Overview | Launching the notebooks | Running the notebooks | Citation | Issues | License |
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
- 1-Plot-Cole-Cole.ipynb:
The notebooks can be run online through mybinder
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.
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
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}
}
If you run into problems or bugs, please let us know by creating an issue in this repository.
These notebooks are licensed under the MIT License which allows academic and commercial re-use and adaptation of this work.