Time series analysis and long short-term memory neural network to predict landslide displacement
出版年份 2019 全文链接
标题
Time series analysis and long short-term memory neural network to predict landslide displacement
作者
关键词
Displacement prediction, Step-wise landslide, Time series, Long short-term memory neural network, Three Gorges Reservoir
出版物
Landslides
Volume -, Issue -, Pages -
出版商
Springer Nature
发表日期
2019-01-15
DOI
10.1007/s10346-018-01127-x
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Landslide susceptibility modeling applying machine learning methods: A case study from Longju in the Three Gorges Reservoir area, China
- (2018) Chao Zhou et al. COMPUTERS & GEOSCIENCES
- Displacement prediction of Baijiabao landslide based on empirical mode decomposition and long short-term memory neural network in Three Gorges area, China
- (2018) Shiluo Xu et al. COMPUTERS & GEOSCIENCES
- A review of statistically-based landslide susceptibility models
- (2018) Paola Reichenbach et al. EARTH-SCIENCE REVIEWS
- Prediction of landslide displacement with an ensemble-based extreme learning machine and copula models
- (2018) Huajin Li et al. Landslides
- Displacement prediction of step-like landslide by applying a novel kernel extreme learning machine method
- (2018) Chao Zhou et al. Landslides
- Some considerations on the use of numerical methods to simulate past landslides and possible new failures: the case of the recent Xinmo landslide (Sichuan, China)
- (2018) Gianvito Scaringi et al. Landslides
- Trend and spatiotemporal distribution of fatal landslides triggered by non-seismic effects in China
- (2018) Fanyu Zhang et al. Landslides
- Landslide displacement prediction based on multivariate chaotic model and extreme learning machine
- (2017) Faming Huang et al. ENGINEERING GEOLOGY
- Annual variation of landslide stability under the effect of water level fluctuation and rainfall in the Three Gorges Reservoir, China
- (2017) Beibei Yang et al. Environmental Earth Sciences
- Establishment of a deformation forecasting model for a step-like landslide based on decision tree C5.0 and two-step cluster algorithms: a case study in the Three Gorges Reservoir area, China
- (2017) Junwei Ma et al. Landslides
- Prediction of landslide displacement with step-like behavior based on multialgorithm optimization and a support vector regression model
- (2017) Fasheng Miao et al. Landslides
- Failure mechanism and kinematics of the deadly June 24th 2017 Xinmo landslide, Maoxian, Sichuan, China
- (2017) Xuanmei Fan et al. Landslides
- Application of time series analysis and PSO–SVM model in predicting the Bazimen landslide in the Three Gorges Reservoir, China
- (2016) Chao Zhou et al. ENGINEERING GEOLOGY
- Landslide displacement prediction using discrete wavelet transform and extreme learning machine based on chaos theory
- (2016) Faming Huang et al. Environmental Earth Sciences
- Landslide susceptibility assessment in Lianhua County (China): A comparison between a random forest data mining technique and bivariate and multivariate statistical models
- (2016) Haoyuan Hong et al. GEOMORPHOLOGY
- Fatal landslides in Europe
- (2016) Ubydul Haque et al. Landslides
- Multiple neural networks switched prediction for landslide displacement
- (2015) Cheng Lian et al. ENGINEERING GEOLOGY
- Training enhanced reservoir computing predictor for landslide displacement
- (2015) Wei Yao et al. ENGINEERING GEOLOGY
- Beyond the angle of repose: A review and synthesis of landslide processes in response to rapid uplift, Eel River, Northern California
- (2015) Joshua J. Roering et al. GEOMORPHOLOGY
- Using an extreme learning machine to predict the displacement of step-like landslides in relation to controlling factors
- (2015) Ying Cao et al. Landslides
- Long short-term memory neural network for traffic speed prediction using remote microwave sensor data
- (2015) Xiaolei Ma et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Mechanism of the slow-moving landslides in Jurassic red-strata in the Three Gorges Reservoir, China
- (2014) Haibo Miao et al. ENGINEERING GEOLOGY
- Spatiotemporal characteristics of the Huangtupo landslide in the Three Gorges region (China) constrained by radar interferometry
- (2014) R. Tomás et al. GEOPHYSICAL JOURNAL INTERNATIONAL
- Integration of a limit-equilibrium model into a landslide early warning system
- (2013) Benni Thiebes et al. Landslides
- Comparison on landslide nonlinear displacement analysis and prediction with computational intelligence approaches
- (2013) Zaobao Liu et al. Landslides
- Displacement prediction in colluvial landslides, Three Gorges Reservoir, China
- (2012) Juan Du et al. Landslides
- A new practical method for prediction of geomechanical failure-time
- (2010) A. Mufundirwa et al. INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES
- Grey system theory-based models in time series prediction
- (2009) Erdal Kayacan et al. EXPERT SYSTEMS WITH APPLICATIONS
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