Position : Physicien Adjoint (Associate Professor)
Affiliations :
UMR 7063 - Institut Terre et Environnement de Strasbourg
UMS 830 - Ecole et Observatoire des Sciences de la Terre
5 rue René Descartes, 67084 STRASBOURG Cedex, France
Team : Active Deformation
Observatory : OMIV
Seismology
Landslides
Volcanoes
https://scholar.google.com/citations?user=kvDprOYAAAAJ&hl=en
- last update 21/10/2024 -
[P42] Hibert, C., Groult, C., Malet, J.-P. (submitted ). Seismogenic landslides volume and runout estimation with machine learning.
[P41] Zhou, Q., Tang, H., Hibert, C., Chmiel, M., Walter, F., Dietze, M., & Turowski, J. M. (submitted ). Enhancing debris flow warning via machine learning feature reduction and model selection. ESS Open Archive eprints, 92, 172183990-09256095. preprint
[P40] Huynh, C., Hibert, C., Jestin, C., Malet, J. P., & Lanticq, V. (2024). A real scale application of a novel set of spatial and similarity features for detection and classification of natural seismic sources from Distributed Acoustic Sensing data. Geophysical Journal International, in press
[P39] Rimpot, J., Hibert, C., Retailleau, L., Saurel, J. M., Malet, J. P., Forestier, G., Weber, J., Stangeland, T.S., Turquet, A. & Pelleau, P. (2024). Self-supervised learning of seismological data reveals new eruptive sequences at the Mayotte submarine volcano. Geophysical Journal International, ggae361. https://doi.org/10.1093/gji/ggae361
[P38] K. Svennevig, S. P. Hicks, T. Forbriger, T. Lecocq, R. Widmer-Schnidrig, A. Mangeney, C. Hibert, N. J. Korsgaard, A. Lucas, C. Satriano, R. E. Anthony, A. Mordret, S. Schippkus, S. Rysgaard, W. Boone, S. J. Gibbons, K. L. Cook, S. Glimsdal, F. Løvholt, K. Van Noten, J. D. Assink, A. Marboeuf, A. Lomax, K. Vanneste, T. Taira, M. Spagnolo, R. De Plaen, P. Koelemeijer, C. Ebeling, A. Cannata, W. D. Harcourt, D. G. Cornwell, C. Caudron, P. Poli, P. Bernard, E. Larose, E. Stutzmann, P. H. Voss, B. Lund, F. Cannavo, M. J. Castro-Díaz, E. Chaves, T. Dahl-Jensen, N. De Pinho Dias, A. Déprez, R. Develter, D. Dreger, L. G. Evers, E. D. Fernández-Nieto, A. M. G. Ferreira, G. Funning, A.-A. Gabriel, M. Hendrickx, A. L. Kafka, M. Keiding, J. Kerby, S. A. Khan, A. K. Dideriksen, O. D. Lamb, T. B. Larsen, B. Lipovsky, I. Magdalena, J.-P. Malet, M. Myrup, L. Rivera, E. Ruiz-Castillo, S. Wetter, B. Wirtz. (2024). A rockslide-generated tsunami in a Greenland fjord rang Earth for 9 days. Science, 385(6714), 1196-1205. https://doi.org/10.1126/science.adm9247
[P37] Hibert, C., Noël, F., Toe, D., Talib, M., Desrues, M., Wyser, E., Brenguier, O., Bourrier, F., Toussaint, R., Malet, J.-P. & Jaboyedoff, M. (2024). Machine learning prediction of the mass and the velocity of controlled single-block rockfalls from the seismic waves they generate. Earth Surface Dynamics, 12(3), 641-656. https://doi.org/10.5194/esurf-12-641-2024
[P36] Pirot, E., Hibert, C., & Mangeney, A. (2024). Enhanced glacial earthquake catalogues with supervised machine learning for more comprehensive analysis. Geophysical Journal International, 236(2), 849-871. https://doi.org/10.1093/gji/ggad402
[P35] Durand, V., Mangeney, A., Bernard, P., Jia, X., Bonilla, F., Satriano, C., Saurel, J.-M., El Madani A, Pletier A., Ferrazzini V., Kowalski P., Lauret F., Brunet C. & Hibert C. (2023). Repetitive small seismicity coupled with rainfall can trigger large slope instabilities on metastable volcanic edifices. Communications Earth & Environment, 4(1), 383. https://doi.org/10.1038/s43247-023-00996-y
[P34] Provost, F., Zigone, D., Le Meur, E., Malet, J. P., & Hibert, C. (2023). Surface dynamics and history of the calving cycle of the Astrolabe glacier (Antarctica) derived from optical imagery. EGUsphere, 2023, 1-17. https://doi.org/10.5194/egusphere-2023-736
[P33] Liao, W. Y., Lee, E. J., Wang, C. C., Chen, P., Provost, F., Hibert, C., Malet, J.-P., Chu, C.-R. & Lin, G. W. (2023). RockNet: Rockfall and earthquake detection and association via multitask learning and transfer learning. IEEE Transactions on Geoscience and Remote Sensing. https://doi.org/10.1109/TGRS.2023.3284008
[P32] Domel, P., Hibert, C., Schlindwein, V., & Plaza-Faverola, A. (2023). Event recognition in marine seismological data using Random Forest machine learning classifier. Geophysical Journal International, ggad244. https://doi.org/10.1093/gji/ggad244
[P31] Abi Nader, A., Albaric, J., Steinmann, M., Hibert, C., Malet, J. P., Sue, C., ... & Boetsch, A. (2023). Machine learning prediction of groundwater heights from passive seismic wavefield. Geophysical Journal International, 234(3), 1807-1818. https://doi.org/10.1093/gji/ggad160
[P30] Bachelet, V., Mangeney, A., Toussaint, R., de Rosny, J., Arran, M. I., Farin, M., & Hibert, C. (2023). Acoustic emissions of nearly steady and uniform granular flows: A proxy for flow dynamics and velocity fluctuations. Journal of Geophysical Research: Earth Surface, 128(4), e2022JF006990. https://doi.org/10.1029/2022JF006990
[P29] Noël, F., S. F. Nordang, M. Jaboyedoff, J. Travelletti, B. Matasci, M. Digout, M.-H. Derron, A. Caviezel, C. Hibert, D. Toe, M. Talib, E. Wyser, F. Bourrier, R. Toussaint, J.-P. Malet, J. Locat (2023). Highly energetic rockfalls: back analysis of the 2015 event from the Mel de la Niva, Switzerland. Landslides, 1-22. https://link.springer.com/article/10.1007/s10346-023-02054-2
[P28] Noël, F., Jaboyedoff, M., Caviezel, A., Hibert, C., Bourrier, F., & Malet, J. P. (2022). Rockfall trajectory reconstruction: A flexible method utilizing video footage and high-resolution terrain models. Earth Surface Dynamics Discussions, 1-30. https://doi.org/10.5194/esurf-2022-16
[P27] Huynh, C., Hibert, C., Jestin, C., Malet, J. P., Clément, P., & Lanticq, V. (2022). Real‐time classification of anthropogenic seismic sources from distributed acoustic sensing data: Application for pipeline monitoring. Seismological Society of America, 93(5), 2570-2583. https://doi.org/10.1785/0220220078
[P26] Renouard, A., Maggi, A., Grunberg, M., Doubre, C., & Hibert, C. (2021). Toward False Event Detection and Quarry Blast versus Earthquake Discrimination in an Operational Setting Using Semiautomated Machine Learning. Seismological Society of America, 92(6), 3725-3742.
[P25] Kuehnert, Julian, A. Mangeney, Y. Capdeville, J.-P. Métaxian, L. Bonilla, E. Stutzmann, E Chaljub, P. Boissier, C. Brunet, P. Kowalski, F. Lauret, C. Hibert (2020). Simulation of Topography Effects on Rockfall‐Generated Seismic Signals: Application to Piton de la Fournaise Volcano. Journal of Geophysical Research: Solid Earth 125.10. dx.doi.org/10.1029/2020JB019874
[P24] Chmiel, M., Walter, F., Wenner, M., Zhang, Z., Brian W, M., & Hibert, C. (2020). Machine Learning improves warning systems of debris flows. Geophysical Research Letters, 48(3), e2020GL090874. https://doi.org/10.1029/2020GL090874
[P23] Wenner, M., Hibert, C., Meier, L., & Walter, F. (2020). Near Real-Time Automated Classification of Seismic Signals of Slope Failures with Continuous Random Forests. Natural Hazards and Earth System Sciences Discussions, 1-23. doi.org/10.5194/nhess-2020-200
[P22] A. Perttu, C. Caudron, J.D. Assink, D. Metz, D. Tailpied, B. Perttu, C. Hibert, D. Nurfiani, C. Pilger, M. Muzli, D. Fee, O.L. Andersen, B. Taisne, (2020). Reconstruction of the 2018 tsunamigenic flank collapse and eruptive activity at Anak Krakatau based on eyewitness reports, seismo-acoustic and satellite observations. Earth and Planetary Science Letters, 541, 116268. https://doi.org/10.1016/j.epsl.2020.116268
[P21] Hibert, C., D. Michéa, F. Provost, J.-P. Malet, M. Geertsema (2019), 20 years of landside activity in Alaska from automated machine-learning based seismic detection., Geophysical Journal International, 219(2), 1138-1147. doi.org/10.1093/gji/ggz354
[P20] Dufresne, A., Wolken, G. J., Hibert, C., Bessette-Kirton, E. K., Coe, J. A., Geertsema, M., & Ekström, G. (2019). The 2016 Lamplugh rock avalanche, Alaska: deposit structures and emplacement dynamics. Landslides, 1-19. doi.org/10.1007/s10346-019-01225-4
[P19] Provost, F., C. Hibert, J.-P. Malet, A. Helmstetter, D. Amitrano, M. Radiguet, G. Le Roy, N. Langet, J. Gomberg, N. Rosser, C. Abanco, C. Levy, M. Hurlimann, T. Lebourg, M. Vidal, B. Vial (2018). Typology of landslide seismic sources, Earth surface dynamics, 6(4), 1059-1088. doi: 10.5194/esurf-6-1059-201
[P18] Durand, V., A. Mangeney, F. Haas, F., J. Xiaoping, A. Peltier, C. Hibert, V. Ferrazzini, P. Kowalski, F. Lauret, C. Brunet, C. Satriano, K. Wegner, A. Delorme, L. Bonilla, N. Villneuve. On the link between external forcings and slope instabilities in the Piton de la Fournaise summit crater, Reunion Island (2018). J. Geophys. Res. Earth Surface. doi.org/10.1029/2017JF004507
[P17] Hibert, C., J.-P. Malet, F. Bourrier, F. Provost, F. Berger, P. Bornemann, P. Tardif & E. Mermin (2017). Single-block rockfall dynamics inferred from seismic signal analysis. Earth Surface Dynamics, 5(2), 283. doi.org/10.5194/esurf-5-283-2017
[P16] Maggi, A., V. Ferrazzini, C. Hibert, F. Beauducel, P. Boissier & A. Amemoutou (2017). Implementation of a multistation approach for automated event classification at Piton de la Fournaise volcano. Seismological Research Letters, 88(3), 878-891. doi:10.1785/0220160189
[P15] Hibert, C., F. Provost, J.-P. Malet, A. Maggi, A. Stumpf & V. Ferrazzini. (2017). Automatic identification of rockfalls and volcano-tectonic earthquakes at the Piton de la Fournaise volcano using a Random Forest algorithm. J. Volcanol. Geotherm. Res., 340, 130-14. doi.org/10.1016/j.jvolgeores.2017.04.015
[P14] Hibert, C., G. Ekström, and C. P. Stark (2017). The relationship between bulk-mass momentum and short-period seismic radiation in catastrophic landslides, J. Geophys. Res. Earth Surface, 122, 1201–1215, doi:10.1002/2016JF004027.
[P13] Hibert, C., A. Mangeney, G. Grandjean, A. Peltier, N.M. Shapiro, V. Ferrazzini, A. DiMuro, V. Durand, P. Boissier and T. Staudacher (2017).Spatio-temporal evolution of rockfall activity from 2007 to 2011 at the Piton de la Fournaise volcano inferred from seismic data. J. Volcanol. Geotherm. Res., 333, 36-52. doi.org/10.1016/j.jvolgeores.2017.01.007
[P12] F. Provost, C. Hibert, J.-P. Malet, Automatic classification of endogenous landslide seismicity using the Random Forest supervised classifier (2017). Geophys. Res. Lett., 44, 1, 113-120. doi: 10.1002/2016GL070709
[P11] Farin, M., A. Mangeney, R. Toussaint, J. De Rosny, N. Shapiro, T. Dewez, C. Hibert, C. Mathon, O. Sedan, F. Berger (2015). Characterization of rockfalls from seismic signal: insights from laboratory experiments, J. Geophys. Res. – Solid Earth, 120 (10), 7102–7137. doi: 10.1002/2015JB012331
[P10] Lévy, C., A. Mangeney, F. Bonilla, C. Hibert, E.S. Calder, P.J. Smith. Friction weakening in granular flows deduced from seismic records at the Soufrière Hills Volcano, Montserrat volcano (2015).J. Geophys. Res. – Solid Earth, 120(11), 7536-7557. doi: 10.1002/2015JB012151
[P9] Hibert, C., A. Mangeney, M. Polacci, V. Ferrazzini, A. Dimuro, S. Vergniolle, A. Peltier, G. Grandjean, T. Dewez, B. Taisne, M. Burton, T. Staudacher, F. Brenguier, A. Dupont, P. Kowalski, P. Boissier, P. Catherine, F. Lauret. Towards continuous quantification of lava extrusion rate: results from the multidisciplinary analysis of the 2 January 2010 eruption of Piton de la Fournaise volcano, La Réunion (2015). J. Geophys. Res. - Solid Earth., 120. doi: 10.1002/2014JB011769
[P8] J. Zhao, L. Moretti, A. Mangeney, E. Stutzmann, H. Kanamori, Y. Capdeville, E. S. Calder, C. Hibert, P.J. Smith, P. Cole, and A. LeFriant (2015). Model space exploration for determining landslide source history from long period seismic data. Pure and Applied Geophysic, 1–25. doi:10.1007/s00024-014-0852-5
[P7] Hibert, C., C.P. Stark and G. Ekström.Seismology of the Oso-Steelhead landslide (2015). Natural Hazards and Earth System Sciences Discussions, 2 (12), 7309–7327. doi:10.5194/nhessd-2-7309-2014
[P6] Hibert, C., G. Ekström and C.P. Stark (2014). Dynamics of the Bingham Canyon mine landslides from broadband signal analysis. Geophys. Res. Lett., 41, 4535–4541. doi: 10.1002/2014GL060592
[P5] Hibert, C., A. Mangeney, G. Grandjean, C. Baillard, D. Rivet, W. Crawford, N.M. Shapiro, C. Satriano, A. Maggi, P. Boissier and V. Ferrazzini (2014). Automated identification, location and volume estimation of rockfalls at Piton de la Fournaise volcano. J. Geophys. Res. - Earth Surface., 119, 1082–1105. doi: 10.1002/2013JF002970
[P4] Baillard, C., W. Crawford, V. Ballu, C. Hibert and A. Mangeney (2014). Automatic P-S phase picking procedure based on Kurtosis: Vanuatu region case study. Bull. Seism. Soc. Am., 104, 1. doi: 10.1785/0120120347
[P3] Hibert, C., G. Grandjean, A. Bitri, J. Travelletti and J-P. Malet. (2012). Geophysical data fusion for characterizing landslides: case of the La Valette landslide (France). Engineering Geology, 128, 23–29. doi.org/10.1016/j.enggeo.2011.05.001
[P2] Hibert, C., A. Mangeney , G. Grandjean and N.M. Shapiro (2011). Slopes instabilities in the Dolomieu crater, la Réunion island : from the seismic signal to the rockfalls characteristics. J. Geophys. Res. - Earth Surface, 116, F04032. doi: 10.1029/2011JF002038
[P1] G. Grandjean, C. Hibert, F. Mathieu, J. Travelletti, J.-P. Malet and E. Garel (2009). Hydrological properties determination and waterflows monitoring in mudslides from geophysical data fusion based on a fuzzy logic approach. Comptes Rendus Geosciences, 341, 10, 937–948. doi.org/10.1016/j.crte.2009.08.003
