Public Datasets

Facies Classification:

Alaudah, Y., Michałowicz, P., Alfarraj, M., & AlRegib, G. (2019). A machine-learning benchmark for facies classification. Interpretation, 7(3), SE175-SE187.

Earthquake Signals:

Mousavi, S. M., Sheng, Y., Zhu, W., & Beroza, G. C. (2019). STanford EArthquake Dataset (STEAD): A global data set of seismic signals for AI. IEEE Access, 7, 179464-179476.

Magrini, F., Jozinović, D., Cammarano, F., Michelini, A., & Boschi, L. (2020). Local earthquakes detection: A benchmark dataset of 3-component seismograms built on a global scale. Artificial Intelligence in Geosciences, 1, 1-10.

Michelini, A., Cianetti, S., Gaviano, S., Giunchi, C., Jozinovic, D., & Lauciani, V. (2021). INSTANCE–the Italian seismic dataset for machine learning. Earth System Science Data Discussions, 1-47.