# Eruption Forecasting Model for Copahue Volcano (Southern Andes) Using Seismic Data and Machine Learning: A Joint Interpretation with Geodetic Data (GNSS and InSAR)

- **Authors:** Leoncio Cabrera (ORCID 0000-0001-9401-2608); Alberto Ardid (ORCID 0000-0001-8040-8193); Ivan Melchor (ORCID 0000-0003-0775-9039); Sergio Ruiz (ORCID 0000-0003-1758-0788); Blanca Symmes-Lopetegui; Juan Carlos Báez (ORCID 0000-0002-7265-7402); Francisco Delgado; Pablo Martinez-Yáñez; David Dempsey (ORCID 0000-0003-2135-5129); Shane Cronin (ORCID 0000-0001-7499-603X)
- **Journal:** Seismological Research Letters, vol. 95(5), pp. 2595-2610 (2024)
- **Publisher:** Seismological Society of America (SSA)
- **DOI (version of record):** [https://doi.org/10.1785/0220240022](https://doi.org/10.1785/0220240022)
- **This page:** https://ddempsey.github.io/papers/2024-cabrera-eruption-forecasting-model-copahue-volcano/
- **Open PDF:** [https://ddempsey.github.io/papers/2024-cabrera-eruption-forecasting-model-copahue-volcano/cabrera2024-eruption-forecasting-model.pdf](https://ddempsey.github.io/papers/2024-cabrera-eruption-forecasting-model-copahue-volcano/cabrera2024-eruption-forecasting-model.pdf) (Accepted manuscript (peer-reviewed, author's version))
- **Full text (Markdown):** [https://ddempsey.github.io/papers/2024-cabrera-eruption-forecasting-model-copahue-volcano/fulltext.md](https://ddempsey.github.io/papers/2024-cabrera-eruption-forecasting-model-copahue-volcano/fulltext.md)
- **Notice:** Accepted manuscript. The version of record, published by the Seismological Society of America in Seismological Research Letters, is at https://doi.org/10.1785/0220240022. Not for commercial redistribution.
- **BibTeX:** https://ddempsey.github.io/papers/2024-cabrera-eruption-forecasting-model-copahue-volcano/citation.bib
- **Topics:** Volcanoes & eruption forecasting; Induced seismicity & faults
- **Keywords:** Volcano; Geodetic datum; Geology; Seismology

## Cite

Cabrera, Leoncio, Ardid, Alberto, Melchor, Ivan, Ruiz, Sergio, Symmes-Lopetegui, Blanca, Carlos Báez, Juan, Delgado, Francisco, Martinez-Yáñez, Pablo, Dempsey, David, Cronin, Shane (2024). Eruption Forecasting Model for Copahue Volcano (Southern Andes) Using Seismic Data and Machine Learning: A Joint Interpretation with Geodetic Data (GNSS and InSAR). Seismological Research Letters, 95(5), 2595-2610. https://doi.org/10.1785/0220240022

```bibtex
@article{cabrera2024eruption,
  title = {Eruption Forecasting Model for Copahue Volcano (Southern Andes) Using Seismic Data and Machine Learning: A Joint Interpretation with Geodetic Data (GNSS and InSAR)},
  author = {Cabrera, Leoncio and Ardid, Alberto and Melchor, Ivan and Ruiz, Sergio and Symmes-Lopetegui, Blanca and Carlos Báez, Juan and Delgado, Francisco and Martinez-Yáñez, Pablo and Dempsey, David and Cronin, Shane},
  journal = {Seismological Research Letters},
  year = {2024},
  volume = {95},
  number = {5},
  pages = {2595-2610},
  publisher = {Seismological Society of America (SSA)},
  doi = {10.1785/0220240022},
  url = {https://ddempsey.github.io/papers/2024-cabrera-eruption-forecasting-model-copahue-volcano/}
}
```