Predictive Algorithm for Landslide Using MATLAB Simulink

Diego Villalobos, Gustavo Gatica, Pierre Yves Descote, Luis F. Robledo, Ivo Fustos, Vicente Tapia, Wenbin Jian, Wen Nie

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The study of earth movements and their occurrence factors contributes positively to the reduction of damages resulting from disasters caused by landslides, falls or alluvium. The investigation of early warning systems for landslide events that is developed for this case uses main variables for the generation of movement. In this case, the main conditioning factor is the slope, and the triggering factor is the precipitation, measured through the daily precipitation history of the mountain town of San Jose de Maipo, Chile. Using fuzzy logic rules, an algorithm capable of establishing logical relationships between variables with a prediction accuracy ratio of over 88% is developed, which implies that the applied model is efficient at the time of detecting a real warning signal.

Original languageEnglish
Title of host publicationRecent Research on Geotechnical Engineering, Remote Sensing, Geophysics and Earthquake Seismology - Proceedings of the 2nd MedGU, Marrakesh 2022 Volume 3
EditorsMourad Bezzeghoud, Zeynal Abiddin Ergüler, Jesús Rodrigo-Comino, Mahesh Kumar Jat, Roohollah Kalatehjari, Deepak Singh Bisht, Arkoprovo Biswas, Helder I. Chaminé, Afroz Ahmad Shah, A.E. Radwan, Jasper Knight, Dionysia Panagoulia, Amjad Kallel, Veysel Turan, Haroun Chenchouni, Attila Ciner, Matteo Gentilucci
PublisherSpringer Nature
Pages33-36
Number of pages4
ISBN (Print)9783031487149
DOIs
Publication statusPublished - 2024
Event2nd International conference on Mediterranean Geosciences Union, MedGU 2022 - Marrakech, Morocco
Duration: 27 Nov 202230 Nov 2022

Publication series

NameAdvances in Science, Technology and Innovation
ISSN (Print)2522-8714
ISSN (Electronic)2522-8722

Conference

Conference2nd International conference on Mediterranean Geosciences Union, MedGU 2022
Country/TerritoryMorocco
CityMarrakech
Period27/11/2230/11/22

Keywords

  • Early warning systems
  • Fuzzy logic
  • Geological hazard
  • Geological modeling
  • Landslide
  • Predictive algorithm
  • Simulink

ASJC Scopus subject areas

  • Architecture
  • Environmental Chemistry
  • Renewable Energy, Sustainability and the Environment

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