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| 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：23/0 | 提交时间：2021/09/01
Drought estimation Groundwater index Salp swarm algorithm Soft computing models |
| Quarterly PM2.5 prediction using a novel seasonal grey model and its further application in health effects and economic loss assessment: evidences from Shanghai and Tianjin, China 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者: Wang J.; Du P.
收藏 | 浏览/下载：13/0 | 提交时间：2021/09/01
Economic loss assessment Health effects Quarterly PM2.5 prediction Seasonal grey models |
| Toward the probabilistic forecasting of cyclone-induced marine flooding by overtopping at Reunion Island aided by a time-varying random-forest classification approach 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 1
作者: Lecacheux S.; Rohmer J.; Paris F.; Pedreros R.; Quetelard H.; Bonnardot F.
收藏 | 浏览/下载：31/0 | 提交时间：2021/09/01
Cyclones Machine learning Marine flooding Modeling Overtopping Probabilistic forecast |
| Probabilistic seismic hazard assessment studies for Mumbai region 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者: Surve G.; Kanaujia J.; Sharma N.
收藏 | 浏览/下载：14/0 | 提交时间：2021/09/01
Logic tree Peak ground acceleration Seismic hazard Seismotectonics Spectral periods |
| 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 |
| 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 |
| Flash flood susceptibility prediction mapping for a road network using hybrid machine learning models 期刊论文
Natural Hazards, 2021
作者: Ha H.; Luu C.; Bui Q.D.; Pham D.-H.; Hoang T.; Nguyen V.-P.; Vu M.T.; Pham B.T.
收藏 | 浏览/下载：42/0 | 提交时间：2021/09/01
Flash flood susceptibility Flood risk management Highway Hybrid machine learning models Transportation Vietnam |
| GIS-based landslide susceptibility mapping using hybrid MCDM models 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者: Salehpour Jam A.; Mosaffaie J.; Sarfaraz F.; Shadfar S.; Akhtari R.
收藏 | 浏览/下载：14/0 | 提交时间：2021/09/01
Causal factors Consistency ratio Group decision-making Hybrid MCDM methods Slope instability |
| Modelling hybrid and backpropagation adaptive neuro-fuzzy inference systems for flood forecasting 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者: Tabbussum R.; Dar A.Q.
收藏 | 浏览/下载：19/0 | 提交时间：2021/09/01
Adaptive neuro-fuzzy inference system Backpropagation learning algorithm Gaussian membership function Hybrid learning algorithm Subtractive clustering Takagi–Sugeno fuzzy inference system |
| Comparison of new individual and hybrid machine learning algorithms for modeling and mapping fire hazard: a supplementary analysis of fire hazard in different counties of Golestan Province in Iran 期刊论文
Natural Hazards, 2020, 卷号: 104, 期号: 1
作者: Eskandari S.; Amiri M.; Sãdhasivam N.; Pourghasemi H.R.
收藏 | 浏览/下载：24/0 | 提交时间：2021/09/01
Distance to urban areas (DTU) Effective factors Fire hazard mapping Individual and hybrid modeling Machine learning XGBoost |
