Debris flows modeling using geo-environmental factors: developing hybridized deep-learning algorithms

作者: Omid Rahmati , John Tiefenbacher , Dominik Kulakowski , Moung-Jin Lee , Dieu Tien Bui

DOI: 10.1080/10106049.2021.1912194

关键词:

摘要: … , modeling debris flow susceptibility is complicated. In addition, the role of debris flow causal … To gain a holistic view of the causes of debris flows in the Umyeonsan, Seoul, South Korea …

参考文章(105)
Sangseom Jeong, Yongmin Kim, Joon Kyu Lee, Junghwan Kim, The 27 July 2011 debris flows at Umyeonsan, Seoul, Korea Landslides. ,vol. 12, pp. 799- 813 ,(2015) , 10.1007/S10346-015-0595-0
John E. Costa, Physical Geomorphology of Debris Flows Springer, Berlin, Heidelberg. pp. 268- 317 ,(1984) , 10.1007/978-3-642-69759-3_9
Harry Parnaby, Daniel Lunney, Ian Shannon, Mike Fleming, Collapse rates of hollow-bearing trees following low intensity prescription burns in the Pilliga forests, New South Wales Pacific Conservation Biology. ,vol. 16, pp. 209- 220 ,(2010) , 10.1071/PC100209
Durelle T. Scott, Robert L. Runkel, Diane M. McKnight, Bettina M. Voelker, Briant A. Kimball, Elizabeth R. Carraway, Transport and cycling of iron and hydrogen peroxide in a freshwater stream: Influence of organic acids Water Resources Research. ,vol. 39, pp. 1- 14 ,(2003) , 10.1029/2002WR001768
M. Convertino, A. Troccoli, F. Catani, Detecting fingerprints of landslide drivers: A MaxEnt model Journal of Geophysical Research. ,vol. 118, pp. 1367- 1386 ,(2013) , 10.1002/JGRF.20099
Stephen T. Lancaster, Shannon K. Hayes, Gordon E. Grant, Effects of wood on debris flow runout in small mountain watersheds Water Resources Research. ,vol. 39, pp. 1168- ,(2003) , 10.1029/2001WR001227
H. A. Nefeslioglu, E. Sezer, C. Gokceoglu, A. S. Bozkir, T. Y. Duman, Assessment of Landslide Susceptibility by Decision Trees in the Metropolitan Area of Istanbul, Turkey Mathematical Problems in Engineering. ,vol. 2010, pp. 1- 15 ,(2010) , 10.1155/2010/901095
Mélanie Bertrand, Frédéric Liébault, Hervé Piégay, Debris-flow susceptibility of upland catchments Natural Hazards. ,vol. 67, pp. 497- 511 ,(2013) , 10.1007/S11069-013-0575-4
Wenbo Xu, Wenjuan Yu, Shaocai Jing, Guoping Zhang, Jianxi Huang, Debris flow susceptibility assessment by GIS and information value model in a large-scale region, Sichuan Province (China) Natural Hazards. ,vol. 65, pp. 1379- 1392 ,(2013) , 10.1007/S11069-012-0414-Z