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| 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 |
| Investigating the application of artificial intelligence for earthquake prediction in Terengganu 期刊论文 Natural Hazards, 2021, 卷号: 108, 期号: 1 作者: Marhain S.; Ahmed A.N.; Murti M.A.; Kumar P.; El-Shafie A. 收藏  |  浏览/下载:54/0  |  提交时间:2021/09/01 Artificial intelligence Boosted decision tree regression Earthquake prediction Machine learning algorithm Multivariate adaptive regression spline Pearson correlation coefficient Random forest Support vector machine Uncertainty analysis |
| Prediction of flooding in the downstream of the Three Gorges Reservoir based on a back propagation neural network optimized using the AdaBoost algorithm 期刊论文 Natural Hazards, 2021, 卷号: 107, 期号: 2 作者: Xiong B.; Li R.; Ren D.; Liu H.; Xu T.; Huang Y. 收藏  |  浏览/下载:119/0  |  提交时间:2021/09/01 AdaBoost Back propagation neural network Flood Water level |
| Bayesian network reasoning and machine learning with multiple data features: air pollution risk monitoring and early warning 期刊论文 Natural Hazards, 2021, 卷号: 107, 期号: 3 作者: Xie X.; Zuo J.; Xie B.; Dooling T.A.; Mohanarajah S. 收藏  |  浏览/下载:28/0  |  提交时间:2021/09/01 Air pollution risk AQI prediction Bayesian network Machine learning Statistical analysis |
| 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:19/0  |  提交时间:2021/09/01 Drought estimation Groundwater index Salp swarm algorithm Soft computing models |
| MODIS-FIRMS and ground-truthing-based wildfire likelihood mapping of Sikkim Himalaya using machine learning algorithms 期刊论文 Natural Hazards, 2021 作者: Banerjee P. 收藏  |  浏览/下载:24/0  |  提交时间:2021/09/01 Algorithm Forest fire GIS Prediction map Statistical learning |
| Triggering factors and threshold analysis of baishuihe landslide based on the data mining methods 期刊论文 Natural Hazards, 2021, 卷号: 105, 期号: 3 作者: Miao F.; Wu Y.; Li L.; Liao K.; Xue Y. 收藏  |  浏览/下载:28/0  |  提交时间:2021/09/01 Apriori algorithm Baishuihe landslide Data mining Decision tree C5.0 Three gorges reservoir Two-step clustering |
| Landslide susceptibility assessment and mapping using state-of-the art machine learning techniques 期刊论文 Natural Hazards, 2021, 卷号: 108, 期号: 1 作者: Pourghasemi H.R.; Sadhasivam N.; Amiri M.; Eskandari S.; Santosh M. 收藏  |  浏览/下载:43/0  |  提交时间:2021/09/01 Boosted regression tree Functional discriminant analysis Generalized linear model Landslides Mixture discriminant analysis Partial least square |
| Evaluation of the Seismic Alert System of Mexico (SASMEX) during the June 23, 2020, Oaxaca Earthquake (M w 7.4) 期刊论文 Natural Hazards, 2021, 卷号: 108, 期号: 3 作者: Suárez G.; Espinosa-Aranda J.M.; Cuéllar A.; Uribe A.; Ibarrola G.; García A.; Islas R.; Camarillo L. 收藏  |  浏览/下载:26/0  |  提交时间:2021/09/01 Earthquake early warning La Crucecita earthquake Mexico SASMEX Subduction |
| Research on displacement prediction of step-type landslide under the influence of various environmental factors based on intelligent WCA-ELM in the Three Gorges Reservoir area 期刊论文 Natural Hazards, 2021, 卷号: 107, 期号: 2 作者: Zhang Y.-G.; Chen X.-Q.; Liao R.-P.; Wan J.-L.; He Z.-Y.; Zhao Z.-X.; Zhang Y.; Su Z.-Y. 收藏  |  浏览/下载:25/0  |  提交时间:2021/09/01 Displacement prediction Extreme learning machine Intelligent water cycle algorithm Step-type landslide The Three Gorges Reservoir area |