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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:27/0  |  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:28/0  |  提交时间:2021/09/01
Debris flow susceptibility mapping  Integrating model  Physical model  Statistical model  Yongji County  
Influence of weather and air pollution on concentration change of PM2.5 using a generalized additive model and gradient boosting machine 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 255
作者:  Cheng B.;  Ma Y.;  Feng F.;  Zhang Y.;  Shen J.;  Wang H.;  Guo Y.;  Cheng Y.
收藏  |  浏览/下载:21/0  |  提交时间:2022/01/18
Air pollution  Generalized additive model  Gradient boosting machine  Meteorological factors  PM2.5  
Predicting transcriptional responses to cold stress across plant species 期刊论文
Proceedings of the National Academy of Sciences of the United States of America, 2021, 卷号: 118, 期号: 10
作者:  Meng X.;  Liang Z.;  Dai X.;  Zhang Y.;  Mahboub S.;  Ngu D.W.;  Roston R.L.;  Schnable J.C.
收藏  |  浏览/下载:29/0  |  提交时间:2021/05/24
Estimation of the vertical distribution of particle matter (PM2.5) concentration and its transport flux from lidar measurements based on machine learning algorithms 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2021, 卷号: 21, 期号: 22
作者:  Ma Y.;  Zhu Y.;  Liu B.;  Li H.;  Jin S.;  Zhang Y.;  Fan R.;  Gong W.
收藏  |  浏览/下载:7/0  |  提交时间:2022/01/18
Evaluating annual spruce budworm defoliation using change detection of vegetation indices calculated from satellite hyperspectral imagery 期刊论文
Remote Sensing of Environment, 2021, 卷号: 253
作者:  Donovan S.D.;  MacLean D.A.;  Zhang Y.;  Lavigne M.B.;  Kershaw J.A.
收藏  |  浏览/下载:34/0  |  提交时间:2021/05/24
Energy, economic, and environmental benefits assessment of co-optimized engines and bio-blendstocks 期刊论文
Energy & Environmental Science, 2020, 卷号: 13, 期号: 8
作者:  Dunn J.B.;  Newes E.;  Cai H.;  Zhang Y.;  Brooker A.;  Ou L.;  Mundt N.;  Bhatt A.;  Peterson S.;  Biddy M.
收藏  |  浏览/下载:36/0  |  提交时间:2021/08/16
Karst geology and mitigation measures for hazards during metro system construction in Wuhan, China 期刊论文
Natural Hazards, 2020, 卷号: 103, 期号: 3
作者:  Wang X.;  Lai J.;  He S.;  Garnes R.S.;  Zhang Y.
收藏  |  浏览/下载:9/0  |  提交时间:2021/09/01
Case history  Geologic hazards  Karst geology  Metro tunnel  Prevent and countermeasures