Landslide displacement prediction based on variational mode decomposition and WA-GWO-BP model
Z Guo, L Chen, L Gui, J Du, K Yin, HM Do - Landslides, 2020 - Springer
Many models have been widely used in landslide displacement prediction. However, few
studies have proposed quantitative prediction formulas. Thus, the variational mode …
studies have proposed quantitative prediction formulas. Thus, the variational mode …
Quantitative risk assessment of slow-moving landslides from the viewpoint of decision-making: A case study of the Three Gorges Reservoir in China
Z Guo, L Chen, K Yin, DP Shrestha, L Zhang - Engineering Geology, 2020 - Elsevier
A large number of landslides in the Three Gorges Reservoir area in China have been
reactivated by reservoir impoundment since 2003. Many of them were activated as slow …
reactivated by reservoir impoundment since 2003. Many of them were activated as slow …
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; …
Dynamic forecast model for landslide displacement with step-like deformation by applying GRU with EMD and error correction
Y Meng, Y Qin, Z Cai, B Tian, C Yuan, X Zhang… - Bulletin of Engineering …, 2023 - Springer
The displacement of a reservoir landslide mostly shows step-like deformation that is affected
by the reservoir water level fluctuation and rainfall. To depict the sharp increase …
by the reservoir water level fluctuation and rainfall. To depict the sharp increase …
Prediction of landslide displacement based on the combined VMD-stacked LSTM-TAR model
Y Gao, X Chen, R Tu, G Chen, T Luo, D Xue - Remote Sensing, 2022 - mdpi.com
The volatility of the cumulative displacement of landslides is related to the influence of
external factors. To improve the prediction of nonlinear changes in landslide displacement …
external factors. To improve the prediction of nonlinear changes in landslide displacement …
Multi-Scale Response Analysis and Displacement Prediction of Landslides Using Deep Learning with JTFA: A Case Study in the Three Gorges Reservoir, China
Reservoir water and rainfall, leading to fluctuations groundwater levels, are the main
triggering factors that induce landslides in the Three Gorges Reservoir area. This study …
triggering factors that induce landslides in the Three Gorges Reservoir area. This study …
顺层岩质滑坡渐进破坏进入加速的能量学判据
唐朝晖， 余小龙， 柴波， 张淑杞， 孙晓鑫 - 地球科学, 2021 - earth-science.net
顺层岩质滑坡是最常见的斜坡灾害, 研究其渐进破坏过程, 建立预报判据对于防灾减灾具有重要
意义. 以秭归杉树槽滑坡为例, 在野外调查和室内岩石试验的基础上, 利用JRC-JCS 模型及GSI …
意义. 以秭归杉树槽滑坡为例, 在野外调查和室内岩石试验的基础上, 利用JRC-JCS 模型及GSI …
[PDF][PDF] 基于改进麻雀搜索算法-核极限学**机耦合算法的滑坡位移预测模型
马飞燕， **向新 - 科学技术与工程, 2022 - stae.com.cn
摘要传统的位移预测模型需要大量数据作为原始训练样本, 一定程度上限制了预测模型的应用.
为在有限的位移监测数据下进一步提高预测精度, 针对金沙江沿岸某长期变形的滑坡体 …
为在有限的位移监测数据下进一步提高预测精度, 针对金沙江沿岸某长期变形的滑坡体 …
Physical prediction model of compound hydrodynamic unload-load response ratio and its application in reservoir colluvium landslide
L Guo, K He, H Liu, F Meng, X Wang - Journal of Earth Science, 2024 - Springer
It is well known that the deformation and damage of reservoir colluvium landslides are often
determined by the combined dynamics of reservoir water level change and rainfall. Based …
determined by the combined dynamics of reservoir water level change and rainfall. Based …
随机森林与 GIS 的泥石流易发性及可靠性
张书豪， 吴光 - 地球科学, 2019 - earth-science.net
目前基于GIS 的泥石流易发性(简称DFS) 评价模型中, 统计类型模型的因子须保证独立性,
且权重受区间划分控制; 线性机器学**难以处理非线性问题, 而常用非线性模型调试效率低 …
且权重受区间划分控制; 线性机器学**难以处理非线性问题, 而常用非线性模型调试效率低 …