# Occurrence of major earthquakes is as stochastic as smaller ones

**Authors:** Zakaria Ghazoui, Jean-Robert Grasso, Arnaud Watlet, Corentin Caudron, Abror Karimov, Yusuke Yokoyama

PMC · DOI: 10.1126/sciadv.adx7747 · Science Advances · 2026-02-11

## TL;DR

Large earthquakes occur randomly like smaller ones, based on sediment and seismic data spanning 6000 years in the Himalaya.

## Contribution

Demonstrates that large earthquakes follow a Poisson distribution with clustering, contradicting periodic recurrence models.

## Key findings

- Time intervals between large earthquakes follow a Poisson distribution.
- Event clustering is observed in second-order fluctuations.
- Findings are robust across paleoseismic data and synthetic catalogs.

## Abstract

Seismic hazard estimates rely on interevent time distributions between earthquakes of a given magnitude. In the Himalaya, recurrence intervals are usually modeled as cyclic or quasiperiodic, whereas globally, they range from periodic and clustered to random. Statistical analyses of a 6000-year lake-sediment seismic record, calibrated against regional instrumental data, worldwide paleoseismic records, and synthetic seismic catalogs, demonstrate that time intervals between large earthquakes (M ≥ 6.5, based on shaking intensity thresholds calibrated locally) robustly follow a Poisson distribution. Second-order fluctuations indicate event clustering. These observations contradict periodic or quasiperiodic recurrence models. Comparisons with paleoseismic data from other tectonic settings and realistic synthetic catalogs confirm the robustness and broad applicability of these findings. Thus, major earthquakes appear as stochastic as smaller ones, challenging recurrence models derived from limited datasets and substantially increasing seismic hazard estimates.

Paleoseismic and instrumental data converge on Poisson-like recurrence with short-range temporal clustering for large earthquakes.

## Full-text entities

- **Diseases:** ETT (MESH:D052582)
- **Chemicals:** Ti (MESH:D014025), ETT (-), Ca (MESH:D002118), mica (MESH:C011934)
- **Mutations:** (A) to (D)

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12893319/full.md

## References

58 references — full list in the complete paper: https://tomesphere.com/paper/PMC12893319/full.md

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Source: https://tomesphere.com/paper/PMC12893319