vietngth/ph-ensemble-gnn-data

Data for "Persistent Homology-Induced Graph Ensembles"

Waveforms, intensity measures, station coordinates and all derived graph files used by ph-ensemble-gnn for two seismic networks: Central Italy (CI) and Central-West Italy (CW).

Download and extract

From the root of the code repository:

huggingface-cli download vietngth/ph-ensemble-gnn-data ph-gnn-data.zip --repo-type dataset --local-dir .
python -m zipfile -e ph-gnn-data.zip .     # creates data/central_it and data/central_west_it

Every command of the repository's README then runs with --data_root data. data/README.md inside the archive describes the files.

Sources and license

The waveforms and intensity measures are the benchmark of the TSER-GCN paper (Bloemheuvel et al., 2022), released at https://doi.org/10.5281/zenodo.5767221 under CC BY 4.0, compiled from the Central Italy and Central-West Italy datasets of Jozinović et al. The derived graph files are released under the same license. Please cite these works and our paper (arXiv:2503.14240) when using the data.