Articles | Volume 12, issue 12
https://doi.org/10.5194/se-12-2717-2021
https://doi.org/10.5194/se-12-2717-2021
Research article
 | 
14 Dec 2021
Research article |  | 14 Dec 2021

Changepoint detection in seismic double-difference data: application of a trans-dimensional algorithm to data-space exploration

Nicola Piana Agostinetti and Giulia Sgattoni

Related authors

Distributed acoustic sensing as a tool for subsurface mapping and seismic event monitoring: a proof of concept
Nicola Piana Agostinetti, Alberto Villa, and Gilberto Saccorotti
Solid Earth, 13, 449–468, https://doi.org/10.5194/se-13-449-2022,https://doi.org/10.5194/se-13-449-2022, 2022
Short summary

Related subject area

Subject area: Crustal structure and composition | Editorial team: Seismics, seismology, paleoseismology, geoelectrics, and electromagnetics | Discipline: Seismology
Extraction of pre-earthquake anomalies from borehole strain data using Graph WaveNet: a case study of the 2013 Lushan earthquake in China
Chenyang Li, Yu Duan, Ying Han, Zining Yu, Chengquan Chi, and Dewang Zhang
Solid Earth, 15, 877–893, https://doi.org/10.5194/se-15-877-2024,https://doi.org/10.5194/se-15-877-2024, 2024
Short summary
Frequency-dependent shear wave attenuation across the Central Anatolia region, Türkiye
Gizem Izgi, Tuna Eken, Peter Gaebler, Tülay Kaya-Eken, and Tuncay Taymaz
Solid Earth, 15, 657–669, https://doi.org/10.5194/se-15-657-2024,https://doi.org/10.5194/se-15-657-2024, 2024
Short summary
Earthquakes triggered by the subsurface undrained response to reservoir-impoundment at Irapé, Brazil
Haris Raza, George Sand França, Eveline Sayão, and Victor Vilarrasa
EGUsphere, https://doi.org/10.5194/egusphere-2024-166,https://doi.org/10.5194/egusphere-2024-166, 2024
Short summary
Thermal structure of the southern Caribbean and northwestern South America: implications for seismogenesis
Ángela María Gómez-García, Álvaro González, Mauro Cacace, Magdalena Scheck-Wenderoth, and Gaspar Monsalve
Solid Earth, 15, 281–303, https://doi.org/10.5194/se-15-281-2024,https://doi.org/10.5194/se-15-281-2024, 2024
Short summary
Reference seismic crustal model of the Dinarides
Katarina Zailac, Bojan Matoš, Igor Vlahović, and Josip Stipčević
Solid Earth, 14, 1197–1220, https://doi.org/10.5194/se-14-1197-2023,https://doi.org/10.5194/se-14-1197-2023, 2023
Short summary

Cited articles

Bayes, T.: An essay towards solving a problem in the doctrine of chances, Philos. T. R. Soc. Lond., 53, 370–418, 1763. a
Berardino, P., Fornaro, G., Lanari, R., and Sansosti, E.: A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms, IEEE T. Geosci. Remote, 40, 2375–2383, https://doi.org/10.1109/TGRS.2002.803792, 2002. a
Bodin, T., Sambridge, M., Rawlinson, N., and Arroucau, P.: Transdimensional tomography with unknown data noise, Geophys. J. Int., 189, 1536–1556, https://doi.org/10.1111/j.1365-246X.2012.05414.x, 2012a. a, b
Bodin, T., Sambridge, M., Tkalcic, H., Arroucau, P., Gallagher, K., and Rawlinson, N.: Transdimensional inversion of receiver functions and surface wave dispersion, J. Geophys. Res., 117, B02301, https://doi.org/10.1029/2011JB008560, 2012b. a
Caló, M. and Dorbath, C.: Different behaviours of the seismic velocity field at Soultz-sous-Forets revealed by 4-D seismic tomography: case study of GPK3 and GPK2 injection tests, Geophys. J. Int., 194, 1119–1137, https://doi.org/10.1093/gji/ggt153, 2013. a
Download
Short summary
One of the present-day challenges for geoscientists is tackling the big data revolution. An ever-growing amount of data needs to be processed and data are subjectively handled before using them to make inferences on the Earth’s interior. But imposing subjective decisions on the data might have strong influences on the final outputs. Here we present a totally novel and automatic application for screening the data and for defining data volumes that are consistent with physical hypotheses.