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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 |