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| An ensemble risk assessment model for urban rainstorm disasters based on random forest and deep belief nets: a case study of Nanjing, China 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 3
作者: Chen J.; Liu L.; Pei J.; Deng M.
  收藏 | 浏览/下载：40/0 | 提交时间：2021/09/01
Deep belief nets (DBN) Rainstorm hazard Random forest (RF) Regional rainstorm Regulation countermeasure |
| Construction and verification of a rainstorm death risk index based on grid data fusion: a case study of the Beijing rainstorm on July 21, 2012 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 3
作者: Wu X.; Zhao J.; Kuai Y.; Guo J.; Gao G.
收藏 | 浏览/下载：32/0 | 提交时间：2021/09/01
ArcGIS Kernel density estimation Multiple linear regression Rainstorm death risk index Rainstorm disaster |
| Regional assessment on ecological risk of ecosystems under natural hazards: an application in Guangdong Province (SE China) 期刊论文
Natural Hazards, 2020, 卷号: 100, 期号: 1
作者: Liu X.; Chen H.
收藏 | 浏览/下载：32/0 | 提交时间：2021/09/01
Ecological risk Ecosystem vulnerability Geohazard Rainstorm waterlogging Regional assessment Tropical cyclone |
| Objective approach for rainstorm based on dual-factor feature extraction and generalized regression neural network 期刊论文
Natural Hazards, 2020, 卷号: 104, 期号: 3
作者: Xiaoyan H.; Li H.; Huasheng Z.; Ying H.; Yushuang W.
收藏 | 浏览/下载：30/0 | 提交时间：2021/09/01
Dual-factor feature extraction Generalized regression neural network (GRNN) Kernel principal component analysis (KPCA) Rainstorm |
| Simulation of the responses of rainstorm in the Yangtze River Middle Reaches to changes in anthropogenic aerosol emissions 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 220
作者: Bai Y.; Qi H.; Zhao T.; Zhou Y.; Liu L.; Xiong J.; Zhou Z.; Cui C.
收藏 | 浏览/下载：41/0 | 提交时间：2022/01/18
Aerosol-cloud interaction Anthropogenic aerosol emissions Rainstorm WRF-Chem Yangtze River Middle Reaches |
| Lightning activity and its associations with cloud structures in a rainstorm dominated by warm precipitation 期刊论文
, 2020, 卷号: 246
作者: Liu Z.; Zheng D.; Guo F.; Zhang Y.; Zhang Y.; Wu C.; Chen H.; Han S.
收藏 | 浏览/下载：25/0 | 提交时间：2020/07/28
Charge transfer Charged particles Isotherms Precipitation (meteorology) Storms Charge structure Lightning activity Lightning discharge Lightning flashes Lightning location Polarimetric radars Precipitation intensity Strong convections Lightning atmospheric convection cloud cover lightning precipitation (climatology) radar rainstorm three-dimensional modeling China Guangdong |
| Global exposure to rainstorms and the contribution rates of climate change and population change 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 663, 页码: 644-653
作者: Liao, Xinli; Xu, Wei; Zhang, Junlin; Li, Ying; Tian, Yugang
收藏 | 浏览/下载：37/0 | 提交时间：2019/10/08
Global climate change Rainstorm Population exposure Contribution rate Global scale |
