Preprints
https://doi.org/10.5194/egusphere-2026-3939
https://doi.org/10.5194/egusphere-2026-3939
12 Aug 2026
 | 12 Aug 2026
Status: this preprint is open for discussion and under review for Natural Hazards and Earth System Sciences (NHESS).

Impact of meteorological conditions on rockfalls: a case study of the Saint Eynard cliff

Sabrine Bouaziz, David Amitrano, Christophe Lin-Kwong-Chon, Nicolas Méger, and Agnès Helmstetter

Abstract. Rockfall events are influenced by various climatic factors. Identifying these factors is crucial for anticipating rockfall events and managing the risks to infrastructure and populations. Previous studies have particularly highlighted rainfall and freezing conditions as key triggers, based on rockfall catalogs derived from visual observations or diachronic comparisons, with temporal precision ranging from a few to several days.

The purpose of this study is to use a catalog derived from seismic detection, giving a much greater temporal accuracy, to explore and better understand the meteorological conditions that contribute to rockfall at Mont Saint-Eynard, a limestone cliff in the French Alps. This study introduces a probabilistic approach that combines different temporal horizons and cumulative models capturing delayed effects to analyze the influence of rainfall and freezing conditions on rockfall triggering. By integrating multiple statistical metrics relative to a specific condition including empirical probabilities, lift measures, confidence intervals and Chi-squared tests, we identified not only the likelihood but also the strength and reliability of triggering patterns. We identified the significant role of short term triggers like recent intense rainfall on high magnitude rockfall, and delayed effect of freezing depth in rockfall activity. This knowledge could be used to implement a risk management strategy.

Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. While Copernicus Publications makes every effort to include appropriate place names, the final responsibility lies with the authors. Views expressed in the text are those of the authors and do not necessarily reflect the views of the publisher.
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Sabrine Bouaziz, David Amitrano, Christophe Lin-Kwong-Chon, Nicolas Méger, and Agnès Helmstetter

Status: open (until 23 Sep 2026)

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Sabrine Bouaziz, David Amitrano, Christophe Lin-Kwong-Chon, Nicolas Méger, and Agnès Helmstetter

Data sets

Meteorological data Sabrine Bouaziz https://doi.org/10.5281/zenodo.19632692

Model code and software

Python scripts Sabrine Bouaziz https://github.com/bouazizS/Impact-of-meteorological-conditions-on-rockfalls

Sabrine Bouaziz, David Amitrano, Christophe Lin-Kwong-Chon, Nicolas Méger, and Agnès Helmstetter
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Latest update: 12 Aug 2026
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Short summary
This study investigates how weather conditions influence rockfall events at a limestone cliff in the French Alps by developing a statistical approach linking events to weather patterns over time. Results show that the most significant trigger for large rockfalls is short-duration intense rainfall lasting one to three days. We also found that freezing depth increases the likelihood of rockfall occurrence over longer forecast horizons. These findings can be used to develop early warning systems.
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