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Stage Division of Landslide Deformation and Prediction of Critical Sliding Based on Inverse Logistic Function

Liulei Bao, Guangcheng Zhang, Xinli Hu, Shuangshuang Wu, Xiangdong Liu

2021Energies22 citationsDOIOpen Access PDF

Abstract

The cumulative displacement-time curve is the most common and direct method used to predict the deformation trends of landslides and divide the deformation stages. A new method based on the inverse logistic function considering inverse distance weighting (IDW) is proposed to predict the displacement of landslides, and the quantitative standards of dividing the deformation stages and determining the critical sliding time are put forward. The proposed method is applied in some landslide cases according to the displacement monitoring data and shows that the new method is effective. Moreover, long-term displacement predictions are applied in two landslides. Finally, summarized with the application in other landslide cases, the value of displacement acceleration, 0.9 mm/day2, is suggested as the first early warning standard of sliding, and the fitting function of the acceleration rate with the volume or length of landslide can be considered the secondary critical threshold function of landslide failure.

Topics & Concepts

LandslideDisplacement (psychology)Inverse distance weightingDeformation (meteorology)WeightingGeologyAccelerationFunction (biology)Sigmoid functionInverseGeodesySeismologyMathematicsStatisticsComputer scienceGeometryPhysicsMultivariate interpolationArtificial intelligenceOceanographyArtificial neural networkPsychologyBilinear interpolationClassical mechanicsPsychotherapistEvolutionary biologyBiologyAcousticsLandslides and related hazardsDam Engineering and SafetyTree Root and Stability Studies