Earth SciencesCommunications Earth & Environment
Rock slope failure preparation paced by total crack boundary length
S. Lagarde, M. Dietze, et al.
This groundbreaking study conducted by Sophie Lagarde, Michael Dietze, Conny Hammer, Martin Zeckra, Anne Voigtländer, Luc Illien, Anne Schöpa, Jacob Hirschberg, Arnaud Burtin, Niels Hovius, and Jens M. Turowski reveals how monitoring seismic data can provide early warnings for rock slope failures. A hidden Markov machine learning model demonstrates the critical role of crack evolution in slope stability, bringing new insights into the mechanisms of natural disasters.
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