Self Potential Dataset

Self-Potential (SP) Datasets contain two datasets first one is synthetic dataset and second one is real dataset.

Synthetic SP Dataset

We created the synthetic dataset for testing neural-network architecture used. This synthetic dataset is created with refering H.M. El-Kaliouby and M.A. AL-Garni. J. Geophys. Eng. 6 (2009) 29-34. Below, there are 6125 outputs of data (SP_Dataset.pickle) and you can get its code here:

Input Layer: Location and SP data. Output Layer: centre of the sheet, halfwidth of the sheet, polarization amplitude, zero distance from the origin, and angle of inclination of the sheet.

Real SP Dataset

Google has Google Dataset Search for getting Real SP Data, such us:

1. Self-Potential Survey, Roosevelt Hot Springs, Utah link
2. 14.86 km Profiles of the Electric and Self-potential Fields Measured in the Lower Guadalupe River Channel, Texas Interior Gulf Coastal Plain, September 2016 link
3. Self-potential power spectral density from 2012 to 2017 link

Annotation Tool for SP Data

Testing Using TensorFlow and PyTorch

PyTorch