Slope stability prediction based on a long short-term memory neural network: Comparisons with convolutional neural networks, support vector machines and random …
The numerical simulation and slope stability prediction are the focus of slope disaster
research. Recently, machine learning models are commonly used in the slope stability …
research. Recently, machine learning models are commonly used in the slope stability …
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 …
[PDF][PDF] 机器学习在滑坡智能防灾减灾中的应用与发展趋势
窦杰， 向子林， 许强， 郑鹏麟， 王协康， 苏爱军， 刘军旗… - 地球科学, 2023 - earth-science.net
滑坡灾害易发频发, 点多面广, 隐蔽性强, 危害严重. 开展“天‒空‒地‒深” 观测一体化的滑坡早期
识别, 易发性评价及预测预报, 对于保障人民生命和财产安全, 推进滑坡灾害防治能力现代化具有 …
识别, 易发性评价及预测预报, 对于保障人民生命和财产安全, 推进滑坡灾害防治能力现代化具有 …
Step-like displacement prediction and failure mechanism analysis of slow-moving reservoir landslide
Landslides triggered by extreme rainfall due to global climate change are becoming more
frequent. The Earth surface processes activity and landform evolution caused by landslide …
frequent. The Earth surface processes activity and landform evolution caused by landslide …
The uncertainty of landslide susceptibility prediction modeling: Suitability of linear conditioning factors
For linear conditioning factors such as rivers, roads, and geological faults, existing studies
mainly use buffer analysis in Geographic Information System to obtain discrete variables …
mainly use buffer analysis in Geographic Information System to obtain discrete variables …
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 …
Integrating landslide typology with weighted frequency ratio model for landslide susceptibility mapping: A case study from Lanzhou city of northwestern China
H Shu, Z Guo, S Qi, D Song, HR Pourghasemi, J Ma - Remote Sensing, 2021 - mdpi.com
Although numerous models have been employed to address the issue of landslide
susceptibility at regional scale, few have incorporated landslide typology into a model …
susceptibility at regional scale, few have incorporated landslide typology into a model …
Landslide displacement prediction using kinematics-based random forests method: A case study in Jinping Reservoir Area, China
Purely empirical and numerical methods are widely used in landslide movement prediction
because they can forecast the failure time and consider influence factors, respectively …
because they can forecast the failure time and consider influence factors, respectively …
Insight into the permeability and microstructure evolution mechanism of the Sliding Zone Soil: a Case Study from the Huangtupo Landslide, Three Gorges Reservoir …
A large number of laboratory investigations related to the permeability have been conducted
on the sliding zones. Yet little attention has been paid to the particular sliding zones of the …
on the sliding zones. Yet little attention has been paid to the particular sliding zones of the …
Landslide susceptibility mapping using an ensemble model of Bagging scheme and random subspace–based naïve Bayes tree in Zigui County of the Three Gorges …
X Hu, C Huang, H Mei, H Zhang - Bulletin of Engineering Geology and the …, 2021 - Springer
A novel machine learning ensemble model that is a hybridization of Bagging and random
subspace–based naïve Bayes tree (RSNBtree), named as BRSNBtree, was used to prepare …
subspace–based naïve Bayes tree (RSNBtree), named as BRSNBtree, was used to prepare …