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Prediction of landslide displacement using multi-kernel extreme learning machine and maximum information coefficient based on variational mode decomposition: a case study in Shaanxi, China 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者:  Ling Q.;  Zhang Q.;  Zhang J.;  Kong L.;  Zhang W.;  Zhu L.
收藏  |  浏览/下载：34/0  |  提交时间：2021/09/01
Displacement prediction  Kernel extreme learning machine  Kernel functions  Maximum information coefficient  Variational mode decomposition  
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：33/0  |  提交时间：2021/09/01
Displacement prediction  Extreme learning machine  Intelligent water cycle algorithm  Step-type landslide  The Three Gorges Reservoir area  
A novel displacement prediction method using gated recurrent unit model with time series analysis in the Erdaohe landslide 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 1
作者:  Zhang Y.-G.;  Tang J.;  He Z.-Y.;  Tan J.;  Li C.
收藏  |  浏览/下载：32/0  |  提交时间：2021/09/01
Displacement prediction  Gated recurrent unit model  Global positioning system (GPS) technology  Moving average method  Step-wise landslide  
A deep learning forecasting method for frost heave deformation of high-speed railway subgrade 期刊论文
COLD REGIONS SCIENCE AND TECHNOLOGY, 2021, 卷号: 185
作者:  Chen, Jing;  Li, Anyuan;  Bao, Chunyan;  Dai, Yanhua;  Liu, Minghao;  Lin, Zhanju;  Niu, Fujun;  Zhou, Tianxiang
收藏  |  浏览/下载：24/0  |  提交时间：2022/04/28
MEMORY NEURAL-NETWORK  DISPLACEMENT PREDICTION  GROUND TEMPERATURES  SOIL-MOISTURE  TERM  EMBANKMENT  
Using new neighborhood-based intensity-scale verification metrics to evaluate WRF precipitation forecasts at 4 and 12 km grid spacings 期刊论文
, 2020, 卷号: 246
作者:  Yu B.;  Zhu K.;  Xue M.;  Zhou B.
收藏  |  浏览/下载：30/0  |  提交时间：2020/07/28
Weather forecasting  Displacement errors  Fixed threshold  Grid-spacings  Intensity scale  Precipitation forecast  Scale separation  Spatial scale  Verification method  Wavelet decomposition  climate modeling  climate prediction  ensemble forecasting  neighborhood  numerical model  spatial analysis  weather forecasting