An assessment of data mining and bivariate statistical methods for landslide susceptibility mapping

被引:0
|
作者
Aram, Azad [1 ]
Dalalian, Mohammad Reza [1 ]
Saedi, Siamak [1 ]
Raeyan, Omid [2 ]
Darbandi, Samad [3 ]
机构
[1] Department of Soil Science, Tabriz Branch, Islamic Azad University, Tabriz, Iran
[2] Department of Environmental Engineering, Tabriz Branch, Islamic Azad University, Tabriz, Iran
[3] Department of Water Engineering, Tabriz Branch, Islamic Azad University, Tabriz, Iran
关键词
Azerbaijan - Bagging - Bivariate - Frequency ratios - Land degradation - Landslide hazard assessment - Landslide susceptibility mapping - Random forests - Shannon's entropy - West azerbaijan;
D O I
暂无
中图分类号
学科分类号
摘要
49
引用
收藏
页码:1077 / 1094
相关论文
共 50 条
  • [41] Landslide Susceptibility Mapping Methods Coupling with Statistical Methods, Machine Learning Models and Clustering Algorithms
    Wang, Qisheng
    Xiong, Junnan
    Cheng, Weiming
    Cui, Xingjie
    Pang, Quan
    Liu, Jun
    Chen, Wenjie
    Tang, Haoran
    Song, Nanxiao
    [J]. Journal of Geo-Information Science, 2024, 26 (03) : 620 - 637
  • [42] GIS-based landslide susceptibility mapping using bivariate statistical analysis in Devrek (Zonguldak-Turkey)
    Yilmaz, Cagatay
    Topal, Tamer
    Suzen, Mehmet Lutfi
    [J]. ENVIRONMENTAL EARTH SCIENCES, 2012, 65 (07) : 2161 - 2178
  • [43] Landslide susceptibility mapping of Noklak Town, Nagaland, North-east India using bivariate statistical method
    Jamir, Mademshila
    Chang, Chongpongnungba Nokendangba
    Jamir, Imlirenla
    Thong, Glenn T.
    Walling, Temsulemba
    [J]. GEOLOGICAL JOURNAL, 2022, 57 (12) : 5250 - 5264
  • [44] GIS-based landslide susceptibility mapping using bivariate statistical analysis in Devrek (Zonguldak-Turkey)
    Cagatay Yilmaz
    Tamer Topal
    Mehmet Lütfi Süzen
    [J]. Environmental Earth Sciences, 2012, 65 : 2161 - 2178
  • [45] Comparative Study among Bivariate Statistical Models in Landslide Susceptibility Map
    Arifianti, Yukni
    Pamela
    Agustin, Fitriani
    Muslim, Dicky
    [J]. INDONESIAN JOURNAL OF GEOSCIENCE, 2020, 7 (01): : 51 - 63
  • [46] APPLICATION OF GIS-BASED BIVARIATE STATISTICAL METHODS FOR LANDSLIDE POTENTIAL ASSESSMENT IN SAPA, VIETNAM
    Duong, Van B.
    Fomenko, Igor K.
    Nguyen, Trung K.
    Vi, ThiHong L.
    Zerkal, Oleg, V
    Vu, Hong D.
    [J]. BULLETIN OF THE TOMSK POLYTECHNIC UNIVERSITY-GEO ASSETS ENGINEERING, 2022, 333 (04): : 126 - 140
  • [47] Landslide susceptibility mapping using statistical methods in Uatzau catchment area, northwestern Ethiopia
    Wubalem, Azemeraw
    [J]. GEOENVIRONMENTAL DISASTERS, 2021, 8 (01)
  • [48] Landslide susceptibility mapping using statistical methods in Uatzau catchment area, northwestern Ethiopia
    Azemeraw Wubalem
    [J]. Geoenvironmental Disasters, 8
  • [49] Comparative analysis of methods for landslide susceptibility mapping
    Irigaray, C
    Chacon, J
    Fernandez, T
    [J]. LANDSLIDES - PROCEEDINGS OF THE EIGHTH INTERNATIONAL CONFERENCE AND FIELD TRIP ON LANDSLIDES, 1996, : 373 - 384
  • [50] Landslide susceptibility assessment at the Wuning area, China: a comparison between multi-criteria decision making, bivariate statistical and machine learning methods
    Hong, Haoyuan
    Shahabi, Himan
    Shirzadi, Ataollah
    Chen, Wei
    Chapi, Kamran
    Bin Ahmad, Baharin
    Roodposhti, Majid Shadman
    Hesar, Arastoo Yari
    Tian, Yingying
    Dieu Tien Bui
    [J]. NATURAL HAZARDS, 2019, 96 (01) : 173 - 212