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PCA-RF model for Dendrolimus punctatus Walker damage detection 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 1
作者:  Xu Z.;  Shi W.;  Lin L.;  Huang X.;  Wang Y.;  Liu J.;  Yu K.
收藏  |  浏览/下载:18/0  |  提交时间:2021/09/01
BP neural networks (BPNN)  Dendrolimus punctatus Walker damage  Fisher discriminant analysis (FDA)  PCA-RF  Principal component analysis (PCA)  Random forest (RF)  
Coupling coordination analysis with data-driven technology for disaster–economy–ecology system: an empirical study in China 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 3
作者:  Gan L.;  Wang Y.;  Wang Y.;  Lev B.;  Shen W.;  Jiang W.
收藏  |  浏览/下载:32/0  |  提交时间:2021/09/01
Coupling coordination degree  Data-driven technology  Disaster–economy–ecology system  Multi-attribute decision  Storm debris flow  Sustainable development  
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:2022/01/18
Data reconstruction  Deep learning  EMD  NO2 columns  Remote sensing  Time series decomposition  
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
Modulation of synoptic circulation to dry season PM2.5 pollution over the Pearl River Delta region: An investigation based on self-organizing maps 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 230
作者:  Liao Z.;  Xie J.;  Fang X.;  Wang Y.;  Zhang Y.;  Xu X.;  Fan S.
收藏  |  浏览/下载:25/0  |  提交时间:2022/01/18
Atmospheric recirculation  PM2.5 pollution  Scale of atmospheric motion  Self-organizing map  Synoptic circulation classification  
Estimating hourly and continuous ground-level PM2.5 concentrations using an ensemble learning algorithm: The ST-stacking model 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 223
作者:  Feng L.;  Li Y.;  Wang Y.;  Du Q.
收藏  |  浏览/下载:11/0  |  提交时间:2022/01/18
China  Hourly PM2.5 concentration  PM2.5 mapping  Spatiotemporal fusion  Stacking strategy  
Modulation of synoptic circulation to dry season PM2.5 pollution over the Pearl River Delta region: An investigation based on self-organizing maps 期刊论文
Atmospheric Environment, 2020, 卷号: 230
作者:  Liao Z.;  Xie J.;  Fang X.;  Wang Y.;  Zhang Y.;  Xu X.;  Fan S.
收藏  |  浏览/下载:0/0  |  提交时间:2020/06/19
Estimating hourly and continuous ground-level PM2.5 concentrations using an ensemble learning algorithm: The ST-stacking model 期刊论文
Atmospheric Environment, 2020
作者:  Feng L.;  Li Y.;  Wang Y.;  Du Q.
收藏  |  浏览/下载:11/0  |  提交时间:2020/03/12
A Moist Physics Parameterization Based on Deep Learning 期刊论文
Journal of Advances in Modeling Earth Systems, 2020, 卷号: 12, 期号: 9
作者:  Han Y.;  Zhang G.J.;  Huang X.;  Wang Y.
收藏  |  浏览/下载:1/0  |  提交时间:2020/12/08
Evaluation and comparison of the precipitation detection ability of multiple satellite products in a typical agriculture area of China 期刊论文
Atmospheric Research, 2020, 卷号: 236
作者:  Peng F.;  Zhao S.;  Chen C.;  Cong D.;  Wang Y.;  Ouyang H.
收藏  |  浏览/下载:33/0  |  提交时间:2020/03/12