A comparative study of different machine learning methods for reservoir landslide displacement prediction
This paper compares the performance of five popular machine learning methods, namely,
particle swarm optimization–extreme learning machine (PSO–ELM), particle swarm …
particle swarm optimization–extreme learning machine (PSO–ELM), particle swarm …
A novel displacement prediction method using gated recurrent unit model with time series analysis in the Erdaohe landslide
Y Zhang, J Tang, Z He, J Tan, C Li - Natural Hazards, 2021 - Springer
Landslides are natural phenomena, causing serious fatalities and negative impacts on
socioeconomic. The Three Gorges Reservoir (TGR) area of China is characterized by more …
socioeconomic. The Three Gorges Reservoir (TGR) area of China is characterized by more …
[HTML][HTML] Fiber optic monitoring of an anti-slide pile in a retrogressive landslide
Anti-slide piles are one of the most important reinforcement structures against landslides,
and evaluating the working conditions is of great significance for landslide mitigation. The …
and evaluating the working conditions is of great significance for landslide mitigation. The …
A novel method to evaluate the time-dependent stability of reservoir landslides: exemplified by Outang landslide in the Three Gorges Reservoir
Z Zou, T Luo, S Zhang, H Duan, S Li, J Wang, Y Deng… - Landslides, 2023 - Springer
Under the effect of long-term periodic fluctuation of reservoir water level, reservoir landslide
deforms continuously and the mechanical strength of slip zone varies accordingly, resulting …
deforms continuously and the mechanical strength of slip zone varies accordingly, resulting …
[HTML][HTML] Centrifugal model test on a riverine landslide in the Three Gorges Reservoir induced by rainfall and water level fluctuation
Frequent soil landslide events are recorded in the Three Gorges Reservoir area, China,
making it necessary to investigate the failure mode of such riverside landslides …
making it necessary to investigate the failure mode of such riverside landslides …
A multi-feature fusion transfer learning method for displacement prediction of rainfall reservoir-induced landslide with step-like deformation characteristics
J Long, C Li, Y Liu, P Feng, Q Zuo - Engineering Geology, 2022 - Elsevier
Rainfall reservoir-induced landslides in the Zigui Basin, China Three Gorges Reservoir
(CTGR) area, exhibit typical step-like deformation characteristics with mutation and creep …
(CTGR) area, exhibit typical step-like deformation characteristics with mutation and creep …
Prediction model oriented for landslide displacement with step-like curve by applying ensemble empirical mode decomposition and the PSO-ELM method
H Du, D Song, Z Chen, H Shu, Z Guo - Journal of Cleaner Production, 2020 - Elsevier
For landslides characterized with “step-like” deformation curves, the accelerations of the
deformation during the rainy season are destructive for both residents and infrastructure; …
deformation during the rainy season are destructive for both residents and infrastructure; …
Evolution characteristics and displacement forecasting model of landslides with stair-step sliding surface along the Xiangxi River, three Gorges Reservoir region …
Five large and many small landslides are developed in Jurassic strata along the lower
reaches of Xiangxi River, where interbedded weak and hard bedrock layers foster the …
reaches of Xiangxi River, where interbedded weak and hard bedrock layers foster the …
Reactivation characteristics and hydrological inducing factors of a massive ancient landslide in the three Gorges Reservoir, China
With the construction of the Three Gorges Reservoir (TGR), water impoundment began in
2003. The reservoir water level (RWL) has been annually adjusted to a fluctuation level …
2003. The reservoir water level (RWL) has been annually adjusted to a fluctuation level …
A novel hybrid LMD–ETS–TCN approach for predicting landslide displacement based on GPS time series analysis
Landslide disasters cause serious property losses and casualties every year. Landslide
displacement prediction is fundamental for mitigating landslide disasters. Several …
displacement prediction is fundamental for mitigating landslide disasters. Several …