A spatially explicit deep learning neural network model for the prediction of landslide susceptibility

作者: Dong Van Dao , Abolfazl Jaafari , Mahmoud Bayat , Davood Mafi-Gholami , Chongchong Qi

DOI: 10.1016/J.CATENA.2019.104451

关键词:

摘要: … spatially explicit deep learning (DL) neural network model for the prediction of landslide susceptibility. A geospatial database … of landslide prediction using the spatially explicit DL model …

参考文章(88)
Abolfazl Jaafari, Akbar Najafi, Javad Rezaeian, Ali Sattarian, Ismael Ghajar, Planning road networks in landslide-prone areas: A case study from the northern forests of Iran Land Use Policy. ,vol. 47, pp. 198- 208 ,(2015) , 10.1016/J.LANDUSEPOL.2015.04.010
David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams, Learning representations by back-propagating errors Nature. ,vol. 323, pp. 696- 699 ,(1988) , 10.1038/323533A0
Kenji Kira, Larry A. Rendell, A Practical Approach to Feature Selection international conference on machine learning. pp. 249- 256 ,(1992) , 10.1016/B978-1-55860-247-2.50037-1
Cees J. Van Westen, The Modelling Of Landslide Hazards Using Gis Surveys in Geophysics. ,vol. 21, pp. 241- 255 ,(2000) , 10.1023/A:1006794127521
Igor Kononenko, Estimating attributes: analysis and extensions of RELIEF european conference on machine learning. pp. 171- 182 ,(1994) , 10.1007/3-540-57868-4_57
Frank Wilcoxon, Individual Comparisons by Ranking Methods Springer Series in Statistics. ,vol. 1, pp. 196- 202 ,(1992) , 10.1007/978-1-4612-4380-9_16
Abolfazl Jaafari, Akbar Najafi, Javad Rezaeian, Ali Sattarian, Modeling erosion and sediment delivery from unpaved roads in the north mountainous forest of Iran GEM - International Journal on Geomathematics. ,vol. 6, pp. 343- 356 ,(2015) , 10.1007/S13137-014-0062-4
Fausto Guzzetti, Paola Reichenbach, Francesca Ardizzone, Mauro Cardinali, Mirco Galli, Estimating the quality of landslide susceptibility models Geomorphology. ,vol. 81, pp. 166- 184 ,(2006) , 10.1016/J.GEOMORPH.2006.04.007
R. A. FISHER, THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS Annals of Human Genetics. ,vol. 7, pp. 179- 188 ,(1936) , 10.1111/J.1469-1809.1936.TB02137.X
Taskin Kavzoglu, Emrehan Kutlug Sahin, Ismail Colkesen, Selecting optimal conditioning factors in shallow translational landslide susceptibility mapping using genetic algorithm Engineering Geology. ,vol. 192, pp. 101- 112 ,(2015) , 10.1016/J.ENGGEO.2015.04.004