Mapping landslides on EO data: Performance of deep learning models vs. traditional machine learning models

N Prakash, A Manconi, S Loew - Remote Sensing, 2020 - mdpi.com
Mapping landslides using automated methods is a challenging task, which is still largely
done using human efforts. Today, the availability of high-resolution EO data products is …

Slope displacement reliability analysis considering rock parameters spatial variability subjected to stochastic mainshock-aftershock earthquake

R Pang, H Yao, M Xu, Y Zhou - Reliability Engineering & System Safety, 2024 - Elsevier
A new and efficient framework for analyzing the stochastic dynamic response and reliability
of the rock slope was constructed based on the generalized probability density evolution …

Permanent displacement reliability analysis of soil slopes subjected to mainshock-aftershock sequences

G Wang, R Pang, X Yu, B Xu - Computers and Geotechnics, 2023 - Elsevier
It is of great significance for disaster prevention to study the influence of mainshock-
aftershock sequences on reliability of the soil slope. Considering the uncertainty of the …

[HTML][HTML] 中国地震滑坡危险性评估及其对国土空间规划的影响研究

王涛, 刘甲美, 栗泽桐, 辛鹏, 石菊松, 吴树仁 - 中国地质, 2021 - cgsjournals.com
中国是世界上地震滑坡灾害最为严重的国家之一. 考虑地质构造, 地形地貌, 地层岩性, 河流,
地震动参数等6 类影响因素, 针对50 年超越概率10% 的抗震设防水准, 分别开展了基于信息量 …

Influence of the displacement predictive relationships on the probabilistic seismic analysis of slopes

F Rollo, S Rampello - Journal of geotechnical and …, 2023 - ascelibrary.org
Seismically induced landslides can often cause severe human and economic losses.
Therefore, it is worth assessing the seismic performance of slopes through a reliable …

Shear Wave Velocity Applications in Geomechanics with Focus on Risk Assessment in Carbon Capture and Storage Projects

M Khalilidermani, D Knez - Energies, 2024 - mdpi.com
Shear wave velocity (Vs) has significant applications in geoengineering investigations. With
the ongoing rise in carbon capture and storage (CCS) initiatives, the role of Vs in monitoring …

Seismic collaborative reliability evaluation of slopes using subset simulation via support vector machine

MY Xu, Y Zhou, R Pang, B Xu - Soil Dynamics and Earthquake Engineering, 2023 - Elsevier
The computational effort places a limit on the low failure probability estimate of geotechnical
engineering exposed to seismic stimulation. In this research, a novel method is proposed for …

Comparing Artificial Intelligence Algorithms with Empirical Correlations in Shear Wave Velocity Prediction

M Khalilidermani, D Knez - Applied Sciences, 2023 - mdpi.com
Accurate estimation of shear wave velocity (V s) is crucial for modeling hydrocarbon
reservoirs. The V s values can be directly measured using the Dipole Shear Sonic Imager …

Influence of slope property variabilities on seismic sliding displacement analysis

W Du, G Wang, D Huang - Engineering geology, 2018 - Elsevier
In this study we quantitatively examined how the variabilities of slope property parameters
influence the seismic slope displacement predictions based on two commonly used …

Probabilistic assessment of seismic-induced slope displacements: an application in Italy

F Rollo, S Rampello - Bulletin of Earthquake Engineering, 2021 - Springer
Earthquake-induced slope instability is one of the most important hazards related to ground
shaking, causing damages to the environment and, often, casualties. Therefore, it is …