Articles | Volume 26, issue 3
https://doi.org/10.5194/nhess-26-1621-2026
https://doi.org/10.5194/nhess-26-1621-2026
Research article
 | 
01 Apr 2026
Research article |  | 01 Apr 2026

Reconstruction and forecasting of slow-moving landslide displacement using a Kalman Filter approach

Mohit Mishra, Gildas Besançon, Guillaume Chambon, and Laurent Baillet

Related authors

Compound Drivers and Spatial Connectivity led to the Devastating Debris Flood in the Village of La Bérarde, June 2024, French Alps
Simon Filhol, Clément Misset, Noélie Bontemps, Diego Cusicanqui, Emmanuel Paquet, Marie Dumont, Olivier Gagliardini, Pascal Lacroix, Simon Gascoin, Guillaume Thirel, Julien Brondex, Pascal Hagenmuller, Eric Larose, Philipp Schoeneich, Denis Roy, Emmanuel Thibert, Nicolas Eckert, Félix de Montety, Robin Mainieri, Alexandre Hauet, Frédéric Gottardi, Johan Berthet, Alexandre Baratier, Frédéric Liébault, Małgorzata Chmiel, Guillaume Piton, Guillaume Chambon, Guillaume James, Philippe Frey, Philip Deline, Laurent Astrade, Christian Vincent, Dominique Laigle, Alain Recking, Fatima Karbou, Adrien Mauss, Mylène Bonnefoy-Demongeot, Firmin Fontaine, Mickael Langlais, Etienne Berthier, and Antoine Blanc
EGUsphere, https://doi.org/10.5194/egusphere-2026-971,https://doi.org/10.5194/egusphere-2026-971, 2026
This preprint is open for discussion and under review for Natural Hazards and Earth System Sciences (NHESS).
Short summary
Impact of Extreme Rainfall on Triggering Conditions and Susceptibility for Shallow landslides: a case study in the Alpes-Maritimes region (France)
Lucie Armand, Guillaume Chambon, Olivier Cerdan, Yannick Thiery, Nathalie Marçot, Louis Ferradou, Nicolas Saby, and Séverine Bernardie
EGUsphere, https://doi.org/10.5194/egusphere-2026-458,https://doi.org/10.5194/egusphere-2026-458, 2026
This preprint is open for discussion and under review for Natural Hazards and Earth System Sciences (NHESS).
Short summary
ISeeSnow v1.0 – a pilot study for snow avalanche model intercomparison of thickness-integrated shallow flow approaches and beyond
Anna Wirbel, Felix Oesterle, Guillaume Chambon, Thierry Faug, Johan Gaume, Julia Glaus, Stefan Hergarten, Dieter Issler, Yoichi Ito, Marco Martini, Martin Mergili, Matthias Rauter, Jörg Robl, Giorgio Rosatti, Kae Tsunematsu, Christian Tollinger, Hervé Vicari, Daniel Zugliani, and Jan-Thomas Fischer
EGUsphere, https://doi.org/10.5194/egusphere-2025-6053,https://doi.org/10.5194/egusphere-2025-6053, 2026
This preprint is open for discussion and under review for Geoscientific Model Development (GMD).
Short summary
Towards viscous debris flow simulation using DualSPHysics v5.2: internal behaviour of viscous flows and mixtures
Suzanne Lapillonne, Georgios Fourtakas, Vincent Richefeu, Guillaume Piton, and Guillaume Chambon
Geosci. Model Dev., 18, 7059–7075, https://doi.org/10.5194/gmd-18-7059-2025,https://doi.org/10.5194/gmd-18-7059-2025, 2025
Short summary
Microstructure-based modelling of snow mechanics: experimental evaluation of the cone penetration test
Clémence Herny, Pascal Hagenmuller, Guillaume Chambon, Isabel Peinke, and Jacques Roulle
The Cryosphere, 18, 3787–3805, https://doi.org/10.5194/tc-18-3787-2024,https://doi.org/10.5194/tc-18-3787-2024, 2024
Short summary

Cited articles

Acar, M., Ozludemir, M. T., Erol, S., Celik, R. N., and Ayan, T.: Kinematic landslide monitoring with Kalman filtering, Nat. Hazards Earth Syst. Sci., 8, 213–221, https://doi.org/10.5194/nhess-8-213-2008, 2008. a
Ali, A., Huang, J., Lyamin, A., Sloan, S., Griffiths, D., Cassidy, M., and Li, J. L.: Simplified quantitative risk assessment of rainfall-induced landslides modelled by infinite slopes, Engineering Geology, 179, https://doi.org/10.1016/j.enggeo.2014.06.024, 2014. a
Alvioli, M., Guzzetti, F., and Rossi, M.: Scaling Properties of Rainfall-Induced Landslides Predicted by a Physically Based Model, Geomorphology, 213, 38, https://doi.org/10.1016/j.geomorph.2013.12.039, 2014. a
Anderson, B. and Moore, J.: Optimal Filtering, Prentice-Hall, ISBN 0-13-638122-7, 1979. a
Angeli, M., Buma, J., Gasparetto, P., and Pasuto, A.: A combined hillslope hydrology/stability model for low-gradient clay slopes in the Italian Dolomites, Engineering Geology, 49, 1–13, https://doi.org/10.1016/S0013-7952(97)00033-1, 1998. a
Download
Short summary
This work was initiated in the context of a large interdisciplinary research project about Risk at Grenoble University, France. It relates to the challenging topic of landslide monitoring, and combines geotechnical sciences with techniques from control system engineering. Considering a specific modelling approach, the study provides a methodology towards estimation of some landslide parameters and their use in motion prediction. This could then be extended to the design of alert systems.
Share
Altmetrics
Final-revised paper
Preprint