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| Social media information sharing for natural disaster response 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 3
作者: Dong Z.S.; Meng L.; Christenson L.; Fulton L.
  收藏 | 浏览/下载：19/0 | 提交时间：2021/09/01
Big data analytics Disaster response Machine learning Sentiment analysis Social media Twitter |
| 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：108/0 | 提交时间：2021/09/01
Artificial neural networks Climate change Machine learning Natural disasters Natural hazards Prediction |
| 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：57/0 | 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 |
| Landslide susceptibility mapping of Gdynia using geographic information system-based statistical models 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者: Małka A.
收藏 | 浏览/下载：20/0 | 提交时间：2021/09/01
Logistic regression Mass movement Statistical landslide index Susceptibility assessment Urbanized area Weight of evidence |
| Chemical weathering and gully erosion causing land degradation in a complex river basin of Eastern India: an integrated field, analytical and artificial intelligence approach 期刊论文
Natural Hazards, 2021
作者: Pal S.C.; Chakrabortty R.; Arabameri A.; Santosh M.; Saha A.; Chowdhuri I.; Roy P.; Shit M.
收藏 | 浏览/下载：38/0 | 提交时间：2021/09/01
Cohesiveness Gully erosion Land degradation Spectroscopic analysis Weathering |
| 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：17/0 | 提交时间：2021/09/01
Mann–Kendall test Meteorological variables Trend analysis Weighted Markov model |
| Evaluation of parametric wind models for more accurate modeling of storm surge: a case study of Hurricane Michael 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 3
作者: Vijayan L.; Huang W.; Yin K.; Ozguven E.; Burns S.; Ghorbanzadeh M.
收藏 | 浏览/下载：13/0 | 提交时间：2021/09/01
ADCIRC Hurricane Michael Parametric wind model Storm surge modeling |
| 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) |
| 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：134/0 | 提交时间：2021/09/01
AdaBoost Back propagation neural network Flood Water level |
