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| Research on displacement prediction of step-type landslide under the influence of various environmental factors based on intelligent WCA-ELM in the Three Gorges Reservoir area 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 2
作者: Zhang Y.-G.; Chen X.-Q.; Liao R.-P.; Wan J.-L.; He Z.-Y.; Zhao Z.-X.; Zhang Y.; Su Z.-Y.
  收藏 | 浏览/下载：26/0 | 提交时间：2021/09/01
Displacement prediction Extreme learning machine Intelligent water cycle algorithm Step-type landslide The Three Gorges Reservoir area |
| The adoption of ELM to the prediction of soil liquefaction based on CPT 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者: Zhang Y.-G.; Qiu J.; Zhang Y.; Wei Y.
收藏 | 浏览/下载：22/0 | 提交时间：2021/09/01
Cone penetration test Extreme learning machine Prediction model Soil liquefaction |
| A novel dynamic predictive method of water inrush from coal floor based on gated recurrent unit model 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 2
作者: Zhang Y.; Yang L.
收藏 | 浏览/下载：8/0 | 提交时间：2021/09/01
Dynamic prediction Feature selection Gated recurrent unit neural network Water inrush from coal floor |
| Exploring the impact of introducing a physical model into statistical methods on the evaluation of regional scale debris flow susceptibility 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 1
作者: Sun J.; Qin S.; Qiao S.; Chen Y.; Su G.; Cheng Q.; Zhang Y.; Guo X.
收藏 | 浏览/下载：27/0 | 提交时间：2021/09/01
Debris flow susceptibility mapping Integrating model Physical model Statistical model Yongji County |
| CEDLES: a framework for plugin-based applications for earthquake risk prediction and loss assessment 期刊论文
Natural Hazards, 2020, 卷号: 103, 期号: 1
作者: Long L.; Zheng S.; Zhang Y.; Sun L.; Zhou Y.; Dong L.
收藏 | 浏览/下载：23/0 | 提交时间：2021/09/01
Loss assessment Plugin framework Risk prediction Seismic disaster |
| An uncertainty-based multivariate statistical approach to predict crop water footprint under climate change: a case study of Lake Dianchi Basin, China 期刊论文
Natural Hazards, 2020, 卷号: 104, 期号: 1
作者: Zhang Y.; Huang K.; Yu Y.; Wu L.
收藏 | 浏览/下载：26/0 | 提交时间：2021/09/01
Climate change DPSIR framework Lake Dianchi Basin Monte Carlo simulation Water footprint |
