Evidence map›Paper›PMID 40991696›Full record

ArticleScience advances2025

Endo-exo framework for a unifying classification of episodic landslide movements: Implications for forecasting catastrophic failures.

Qinghua Lei, Didier Sornette

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In one paragraph

Article in Science advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

2 authors.

Qinghua LeiDepartment of Earth Sciences, Uppsala University, Uppsala, Sweden.ORCID 0000-0002-3990-4707
Didier SornetteInstitute of Risk Analysis, Prediction and Management, Academy for Advanced Interdisciplinary Studies, Southern University of Science and Technology, Shenzhen, China.ORCID 0000-0001-7874-7962

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Landslides exhibit intermittent downslope movements over days to years before a possible collapse, commonly boosted by external events like precipitation. The origins of these episodic movements and their relation to final instability remain unclear. We propose a novel "endo-exo" theory capturing the interplay between exogenous stressors such as rainfall and endogenous damage-healing processes. We predict four types of episodic dynamics, defined by the disturbance source (endogenous or exogenous) and criticality level (subcritical or critical), each with distinct power law exponent but all governed by a single parameter [Formula: see text] . These predictions are tested on the Preonzo landslide, whose sporadic activities align with the classification with [Formula: see text] . We find that its final collapse is preceded by an increased frequency of medium-to-large velocities over 1 to 2 months, signaling the transition into a catastrophic regime. Our research suggests that landslides may not permanently operate at a critical state, with major implications for forecasting catastrophic failures.

Identifiers

PMID40991696
PMCPMC13142752

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.