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Analysis of Seasonal Driving Factors and Inversion Model Optimization of Soil Moisture in the Qinghai Tibet Plateau Based on Machine Learning 期刊论文
WATER, 2023, 卷号: 15, 期号: 16
作者:  Deng, Qinghai;  Yang, Jingjing;  Zhang, Liping;  Sun, Zhenzhou;  Sun, Guizong;  Chen, Qiao;  Dou, Fengke
收藏  |  浏览/下载：5/0  |  提交时间：2024/03/01
Sentinel-1  semi-empirical model  artificial neural networks  decision tree algorithm  
An empirical attenuation model of the peak ground acceleration (PGA) in the near field of a strong earthquake 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 1
作者:  Yao X.;  Qi S.;  Liu C.;  Guo S.;  Huang X.;  Xu C.;  Zheng B.;  Zhan Z.;  Zou Y.
收藏  |  浏览/下载：38/0  |  提交时间：2021/09/01
Earthquake-induced landslides  Empirical attenuation model  Near field  Peak ground acceleration (PGA)  Strong earthquake  The 2008 Wenchuan earthquake  
Development of novel hybrid machine learning models for monthly thunderstorm frequency prediction over Bangladesh 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者:  Azad M.A.K.;  Islam A.R.M.T.;  Rahman M.S.;  Ayen K.
收藏  |  浏览/下载：29/0  |  提交时间：2021/09/01
Bangladesh  Ensemble empirical mode decomposition  Hybrid model  Random forest  Sensitivity analysis  Thunderstorm  
Using a Discrete Scattering Model to Constrain Water Cloud Model for Simulating Ground-Based Scatterometer Measurements and Retrieving Soil Moisture 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14
作者:  Bai, Xiaojing;  Zheng, Donghai;  Wen, Jun;  Wang, Xin;  van der Velde, Rogier
收藏  |  浏览/下载：34/0  |  提交时间：2022/04/28
BAND MICROWAVE EMISSION  DEPENDENT DIELECTRIC MODEL  FREEZE-THAW PROCESS  TIBETAN PLATEAU  EMPIRICAL-MODEL  VEGETATION  RADAR  TEMPERATURE  PERMITTIVITY  BACKSCATTER  
Simplified calibration of continuous-time random walk solute transport models 期刊论文
, 2020, 卷号: 137
作者:  Hansen S.K.
收藏  |  浏览/下载：18/0  |  提交时间：2020/07/28
Dispersions  Random processes  Solute transport  Classical counterpart  Continuous time random walks  Continuous-time random walk models  Empirical fittings  Model calibration  Simplified calibrations  Solute transport model  Three parameters  Continuous time systems  calibration  modeling  random walk method  solute transport  
Landslide mobilization rates: A global analysis and model 期刊论文
Earth Science Reviews, 2020, 卷号: 201
作者:  Broeckx J.;  Rossi M.;  Lijnen K.;  Campforts B.;  Poesen J.;  Vanmaercke M.
收藏  |  浏览/下载：20/0  |  提交时间：2021/09/01
Empirical model  Global dataset  Landslide mobilization  Lithology  Local relief  Mass movement  Sediment yield  Seismicity  
An empirical model for fatality estimation of earthquakes in Iran 期刊论文
Natural Hazards, 2020, 卷号: 103, 期号: 1
作者:  Firuzi E.;  Amini Hosseini K.;  Ansari A.;  Izadkhah Y.O.;  Rashidabadi M.;  Hosseini M.
收藏  |  浏览/下载：39/0  |  提交时间：2021/09/01
Earthquakes  Empirical fatality model  Fatality ratio  Iran  Loss estimation  Risk assessment  
Analysis of the probability matrix model for the seismic damage vulnerability of empirical structures 期刊论文
Natural Hazards, 2020, 卷号: 104, 期号: 1
作者:  Li S.-Q.;  Chen Y.-S.
收藏  |  浏览/下载：25/0  |  提交时间：2021/09/01
Empirical seismic damage observation  Mean damage index matrix model  Seismic intensity  Seismic vulnerability of structures  Vulnerability probability matrix  
Modeling the multiple time scale response of hydrological drought to climate change in the data-scarce inland river basin of Northwest China 期刊论文
ARABIAN JOURNAL OF GEOSCIENCES, 2019, 卷号: 12, 期号: 7
作者:  Zhu, Nina;  Xu, Jianhua;  Wang, Chong;  Chen, Zhongsheng;  Luo, Yang
收藏  |  浏览/下载：40/0  |  提交时间：2019/10/08
Deep learning  Ensemble empirical mode decomposition  Hybrid model  Long short-term memory model  Simulation  Statistical downscaling  
Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems 期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 570
作者:  Wen, Xiaohu;  Feng, Qi;  Deo, Ravinesh C.;  Wu, Min;  Yin, Zhenliang;  Yang, Linshan;  Singh, Vijay P.
收藏  |  浏览/下载：61/0  |  提交时间：2019/11/08
Expert system  Runoff  Integrated model  Complete ensemble empirical mode decomposition adaptive noise (CEEMDAN)  Variational mode decomposition (VMD)  Extreme learning machine (ELM)