Machine learning methods for landslide susceptibility studies: A comparative overview of algorithm performance
Landslides are one of the catastrophic natural hazards that occur in mountainous areas,
leading to loss of life, damage to properties, and economic disruption. Landslide …
leading to loss of life, damage to properties, and economic disruption. Landslide …
[HTML][HTML] Centrifuge modelling of landslides and landslide hazard mitigation: A review
Landslides are serious geohazards that occur under a variety of climatic conditions and can
cause many casualties and significant economic losses. Centrifuge modelling, as a …
cause many casualties and significant economic losses. Centrifuge modelling, as a …
Assessment of landslide susceptibility map** based on Bayesian hyperparameter optimization: A comparison between logistic regression and random forest
D Sun, J Xu, H Wen, D Wang - Engineering Geology, 2021 - Elsevier
This study aims to develop two optimized models of landslide susceptibility map** (LSM),
ie, logical regression (LR) and random forest (RF) models, premised on hyperparameter …
ie, logical regression (LR) and random forest (RF) models, premised on hyperparameter …
Microbial‑induced carbonate precipitation (MICP) technology: a review on the fundamentals and engineering applications
The microbial‑induced carbonate precipitation (MICP), as an emerging biomineralization
technology mediated by specific bacteria, has been a popular research focus for scientists …
technology mediated by specific bacteria, has been a popular research focus for scientists …
Landslide Susceptibility map** using random forest and extreme gradient boosting: A case study of Fengjie, Chongqing
W Zhang, Y He, L Wang, S Liu, X Meng - Geological Journal, 2023 - Wiley Online Library
Landslide susceptibility analysis can provide theoretical support for landslide risk
management. However, some susceptibility analyses are not sufficiently interpretable …
management. However, some susceptibility analyses are not sufficiently interpretable …
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] A physics-informed data-driven model for landslide susceptibility assessment in the Three Gorges Reservoir Area
[HTML][HTML] Uncertainties of landslide susceptibility prediction: influences of random errors in landslide conditioning factors and errors reduction by low pass filter method
In the existing landslide susceptibility prediction (LSP) models, the influences of random
errors in landslide conditioning factors on LSP are not considered, instead the original …
errors in landslide conditioning factors on LSP are not considered, instead the original …
An optimized random forest model and its generalization ability in landslide susceptibility map**: application in two areas of Three Gorges Reservoir, China
D Sun, J Xu, H Wen, Y Wang - Journal of Earth Science, 2020 - Springer
Numerous researches have been published on the application of landslide susceptibility
assessment models; however, they were only applied in the same areas as the models were …
assessment models; however, they were only applied in the same areas as the models were …
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 …