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| Spatial and temporal variation of rainfall extremes for the North Anhui Province Plain of China over 1976–2018 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 3
作者: Du M.; Zhang J.; Yang Q.; Wang Z.; Bao Z.; Liu Y.; Jin J.; Liu C.; Wang G.
  收藏 | 浏览/下载：26/0 | 提交时间：2021/09/01
China Probability distribution Rainfall extremes Return period The North Anhui Province Plain |
| 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) |
| 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：28/0 | 提交时间：2021/09/01
Deep belief nets (DBN) Rainstorm hazard Random forest (RF) Regional rainstorm Regulation countermeasure |
| Impact paths of land urbanization on haze pollution: spatial nesting structure perspective 期刊论文
Natural Hazards, 2021
作者: Wang F.; Wang G.; Liu J.; Ren J.; Dong M.
收藏 | 浏览/下载：28/0 | 提交时间：2021/09/01
Haze pollution Hierarchical linear model (HLM) Impact path Mediating effect Regional heterogeneity Urbanization |
| Developing a two-step improved damage creep constitutive model based on soft rock saturation-loss cycle triaxial creep test 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 2
作者: Li A.; Deng H.; Zhang H.; Jiang M.; Liu H.; Xiao Y.; Wen J.
收藏 | 浏览/下载：16/0 | 提交时间：2021/09/01
Creep damage constitutive model Fractional calculus theory Soft rock Triaxial creep test |
| A hybrid framework integrating physical model and convolutional neural network for regional landslide susceptibility mapping 期刊论文
Natural Hazards, 2021
作者: Wei X.; Zhang L.; Luo J.; Liu D.
收藏 | 浏览/下载：19/0 | 提交时间：2021/09/01
Convolutional neural network Generalization ability Hybrid model Landslide susceptibility mapping TRIGRS |
| The Mogangling giant landslide triggered by the 1786 Moxi M 7.75 earthquake, China 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 1
作者: Zhao B.; Wang Y.; Wu J.; Su L.; Liu J.; Jin G.
收藏 | 浏览/下载：13/0 | 提交时间：2021/09/01
1786 Moxi M 7.75 earthquake Dammed lake Failure mechanism Mogangling giant landslide (MGL) |
| Future droughts in China using the standardized precipitation evapotranspiration index (SPEI) under multi-spatial scales 期刊论文
Natural Hazards, 2021
作者: Zhao J.; Liu Q.; Lu H.; Wang Z.; Zhang K.; Wang P.
收藏 | 浏览/下载：25/0 | 提交时间：2021/09/01
China Drought Evapotranspiration Multiscale analysis SPEI |
| Pure risk premium rating of debris flows based on a dynamic run-out model: a case study in Anzhou, China 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 1
作者: Deng Z.; Liu J.; Guo L.; Li J.; Li J.; Jia Y.
收藏 | 浏览/下载：75/0 | 提交时间：2021/09/01
Debris flow FLO-2D Pure risk premium Risk |
| Quantifying rain, snow and glacier meltwater in river discharge during flood events in the Manas River Basin, China 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者: Liu Y.; Xinyu L.; Liancheng Z.; Yang L.; Chunrong J.; Ni W.; Juan Z.
收藏 | 浏览/下载：32/0 | 提交时间：2021/09/01
Hydrologic components Rain-on-snow flood River discharge Snowmelt flood Snowmelt flood Surface water inputs |
