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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