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| Long wave generation and coastal amplification due to propagating atmospheric pressure disturbances 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 2
作者: Dogan G.G.; Pelinovsky E.; Zaytsev A.; Metin A.D.; Ozyurt Tarakcioglu G.; Yalciner A.C.; Yalciner B.; Didenkulova I.
  收藏 | 浏览/下载：14/0 | 提交时间：2021/09/01
Amplification Atmospheric forcing Atmospheric pressure disturbance Long wave Meteotsunami NAMI DANCE Numerical modeling Proudman resonance |
| A deep learning model for predicting climate-induced disasters 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者: Haggag M.; Siam A.S.; El-Dakhakhni W.; Coulibaly P.; Hassini E.
收藏 | 浏览/下载：96/0 | 提交时间：2021/09/01
Artificial neural networks Climate change Machine learning Natural disasters Natural hazards Prediction |
| A probabilistic approach to estimating residential losses from different flood types 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 3
作者: Paprotny D.; Kreibich H.; Morales-Nápoles O.; Wagenaar D.; Castellarin A.; Carisi F.; Bertin X.; Merz B.; Schröter K.
收藏 | 浏览/下载：13/0 | 提交时间：2021/09/01
Bayesian networks Coastal floods Flood damage surveys Fluvial floods Pluvial floods |
| Temperature trend analysis and extreme high temperature prediction based on weighted Markov Model in Lanzhou 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者: Pang Z.; Wang Z.
收藏 | 浏览/下载：16/0 | 提交时间：2021/09/01
Mann–Kendall test Meteorological variables Trend analysis Weighted Markov model |
| Modelling flood events with a cumulant CO lattice Boltzmann shallow water model 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 2
作者: Venturi S.; Di Francesco S.; Geier M.; Manciola P.
收藏 | 浏览/下载：20/0 | 提交时间：2021/09/01
Cumulant Dam break Parallel processing Wet–dry |
| A process-based method for predicting lateral erosion rates 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者: van Damme M.
收藏 | 浏览/下载：20/0 | 提交时间：2021/09/01
Breach Dilatancy Erosion Levee Shear stresses |
| 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：30/0 | 提交时间：2021/09/01
Deep belief nets (DBN) Rainstorm hazard Random forest (RF) Regional rainstorm Regulation countermeasure |
| Tree failure prediction model (TFPM): machine learning techniques comparison in failure hazard assessment of Platanus orientalis in urban forestry 期刊论文
Natural Hazards, 2021
作者: Jahani A.; Saffariha M.
收藏 | 浏览/下载：18/0 | 提交时间：2021/09/01
Failure hazard Machine learning techniques Platanus orientalis Urban trees |
| Model performance analysis for landslide susceptibility in cold regions using accuracy rate and fluctuation characteristics 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者: Liu Q.; Huang D.; Tang A.; Han X.
收藏 | 浏览/下载：16/0 | 提交时间：2021/09/01
Fluctuation characteristics Landslide susceptibility Overestimation Permafrost degradation Predicted error |
