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Application of a Hybrid Model in Landslide Susceptibility Evaluation of the Western Tibet Plateau 期刊论文
APPLIED SCIENCES-BASEL, 2024, 卷号: 14, 期号: 2
作者:  Yang, Yongpeng;  Guo, Ya;  Chen, Hao;  Tang, Hao;  Li, Meng;  Sun, Ang;  Bian, Yu
收藏  |  浏览/下载:9/0  |  提交时间:2024/03/01
information model  weight of evidence  logistic regression  multi-layer perceptron  landslide susceptibility  
Contributions of internal climate variability in driving global and ocean temperature variations using multi-layer perceptron neural network 期刊论文
Advances in Climate Change Research, 2022, 卷号: 13, 期号: 4
作者:  Xiao H.-X.;   Liu X.;   Yu R.;   Yao B.;   Zhang F.;   Wang Y.-Q.
收藏  |  浏览/下载:17/0  |  提交时间:2022/08/15
Predicting tsunami-like solitary wave run-up over fringing reefs using the multi-layer perceptron neural network 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者:  Yao Y.;  Yang X.;  Lai S.H.;  Chin R.J.
收藏  |  浏览/下载:26/0  |  提交时间:2021/09/01
Artificial neural network  Coral reef  solitary wave  Tsunami hazard  Wave run-up  
DecSolNet: A noise resistant missing information recovery framework for daily satellite NO2 columns 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 246
作者:  Zhu S.;  Xu J.;  Yu C.;  Wang Y.;  Efremenko D.S.;  Li X.;  Sui Z.
收藏  |  浏览/下载:21/0  |  提交时间:2022/01/18
Data reconstruction  Deep learning  EMD  NO2 columns  Remote sensing  Time series decomposition  
Performance evaluation of photographic measurement in the machine-learning prediction of ground PM2.5 concentration 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 262
作者:  Feng L.;  Yang T.;  Wang Z.
收藏  |  浏览/下载:17/0  |  提交时间:2022/01/18
Boundary layer height  Machine-learning  Photographic measurements  
DecSolNet: A noise resistant missing information recovery framework for daily satellite NO2 columns 期刊论文
Atmospheric Environment, 2021, 卷号: 246
作者:  Zhu S.;  Xu J.;  Yu C.;  Wang Y.;  Efremenko D.S.;  Li X.;  Sui Z.
收藏  |  浏览/下载:22/0  |  提交时间:2021/03/01
Impact of deep learning-based dropout on shallow neural networks applied to stream temperature modelling 期刊论文
Earth Science Reviews, 2020, 卷号: 201
作者:  Piotrowski A.P.;  Napiorkowski J.J.;  Piotrowska A.E.
收藏  |  浏览/下载:10/0  |  提交时间:2021/09/01
Atmosphere-hydrosphere interactions  Deep learning  Dropout  Shallow artificial neural networks  Stream temperature modelling  
Impact of deep learning-based dropout on shallow neural networks applied to stream temperature modelling 期刊论文
EARTH-SCIENCE REVIEWS, 2020, 卷号: 201
作者:  Piotrowski A.P.;  Napiorkowski J.J.;  Piotrowska A.E.
收藏  |  浏览/下载:17/0  |  提交时间:2021/09/28
Analysis and accurate prediction of ambient PM2.5 in China using Multi-layer Perceptron 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 232
作者:  Feng R.;  Gao H.;  Luo K.;  Fan J.-R.
收藏  |  浏览/下载:17/0  |  提交时间:2022/01/18
Insignificance of long-range transport  Machine learning  Secondary inorganic aerosols  Thermodynamic equilibrium  
Analysis and accurate prediction of ambient PM2.5 in China using Multi-layer Perceptron 期刊论文
Atmospheric Environment, 2020, 卷号: 232
作者:  Feng R.;  Gao H.;  Luo K.;  Fan J.-R.
收藏  |  浏览/下载:4/0  |  提交时间:2020/06/19