Benchmark DAS Datasets

DAS features are experimental

The SeisBench DAS API is currently experimental and some features, such as more datasets and models, will be added in the future.

SeisBench facilitates the downloading of a suite of publicly available DAS datasets for training machine learning models. An overview of the contents of each dataset is below, along with the corresponding citation.

RandomDASDataset

The RandomDASDataset contains, as the name might already suggest, random data. This data is in no way physically meaningful. However, it has the correct format of a SeisBench DAS data set an contains the keys and structures you’d expect, including (completely random) P and S pick labels. It is intended exclusively for testing purposes.