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| A multi-model decision support system (MM-DSS) for avalanche hazard prediction over North-West Himalaya 期刊论文
Natural Hazards, 2021
作者: Kaur P.; Joshi J.C.; Aggarwal P.
  收藏 | 浏览/下载：27/0 | 提交时间：2021/09/01
Avalanche forecast Ensemble forecast Snow cover model |
| Energy efficient IoT-based cloud framework for early flood prediction 期刊论文
Natural Hazards, 2021
作者: Kaur M.; Kaur P.D.; Sood S.K.
收藏 | 浏览/下载：23/0 | 提交时间：2021/09/01
ANN ANOVA Flood Holt Winter Internet of Things Tukey post hoc test |
| Multi-timescale drought prediction using new hybrid artificial neural network models 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 3
作者: Banadkooki F.B.; Singh V.P.; Ehteram M.
收藏 | 浏览/下载：24/0 | 提交时间：2021/09/01
Drought estimation Groundwater index Salp swarm algorithm Soft computing models |
| 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：17/0 | 提交时间：2021/09/01
Fluctuation characteristics Landslide susceptibility Overestimation Permafrost degradation Predicted error |
| An evaluation of various data pre-processing techniques with machine learning models for water level prediction 期刊论文
Natural Hazards, 2021
作者: Tiu E.S.K.; Huang Y.F.; Ng J.L.; AlDahoul N.; Ahmed A.N.; Elshafie A.
收藏 | 浏览/下载：36/0 | 提交时间：2021/09/01
Artificial neural network Bagging Boosting River water level prediction Support vector regression Variational Mode Decomposition |
| Seismic attenuation model for data gap regions using recorded and simulated ground motions 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者: Raghucharan M.C.; Somala S.N.; Erteleva O.; Rogozhi E.
收藏 | 浏览/下载：107/0 | 提交时间：2021/09/01
Artificial neural networks CIGN GMPE Indo-Gangetic Plains PESMOS Seismic attenuation |
| Earthquake-induced landslide prediction using back-propagation type artificial neural network: case study in northern Iran 期刊论文
Natural Hazards, 2021
作者: Rajabi A.M.; Khodaparast M.; Mohammadi M.
收藏 | 浏览/下载：10/0 | 提交时间：2021/09/01
Artificial neural network (ANN) Back propagation Earthquake Landslide Newmark displacement |
| Development of novel hybrid machine learning models for monthly thunderstorm frequency prediction over Bangladesh 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者: Azad M.A.K.; Islam A.R.M.T.; Rahman M.S.; Ayen K.
收藏 | 浏览/下载：21/0 | 提交时间：2021/09/01
Bangladesh Ensemble empirical mode decomposition Hybrid model Random forest Sensitivity analysis Thunderstorm |
| Evaluation of spatial probability of landslides using bivariate and multivariate approaches in the Goriganga valley, Kumaun Himalaya, India 期刊论文
Natural Hazards, 2021
作者: Kumar S.; Gupta V.
收藏 | 浏览/下载：28/0 | 提交时间：2021/09/01
Bivariate method Goriganga River valley Himalaya Landslides Machine learning method Uttarakhand |
| Remote sensing GIS-based landslide susceptibility & risk modeling in Darjeeling–Sikkim Himalaya together with FEM-based slope stability analysis of the terrain 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 3
作者: Nath S.K.; Sengupta A.; Srivastava A.
收藏 | 浏览/下载：24/0 | 提交时间：2021/09/01
Darjeeling–Sikkim Himalaya Landslide susceptibility zones Static dynamic slope stability Vulnerability risk |
