Results 171 to 180 of about 32,207 (198)

Comparative assessment of machine learning models for landslide susceptibility mapping: a focus on validation and accuracy

Natural Hazards
Mohamed M. Abdelkader, Á. Csámer
semanticscholar   +1 more source

Development and assessment of a novel hybrid machine learning-based landslide susceptibility mapping model in the Darjeeling Himalayas

Stochastic environmental research and risk assessment (Print), 2023
A. Saha, V. G. K. Villuri, A. Bhardwaj
semanticscholar   +1 more source

Landslide susceptibility mapping using artificial intelligence models: a case study in the Himalayas

Landslides
M. A. Hussain, Zhanlong Chen, Yulong Zhou, S. Meena, Nafees Ali, Safeer Ullah Shah   +5 more
semanticscholar   +1 more source

Comparison of LiDAR- and UAV-derived data for landslide susceptibility mapping using Random Forest algorithm

Landslides, 2023
Felicia França Pereira, Tatiana Sussel Gonçalves Mendes, Silvio Jorge Coelho Simões, Márcio Roberto Magalhães de Andrade, Mário Luiz Lopes Reiss, Jennifer Fortes Cavalcante Renk, Tatiany Correia da Silva Santos   +6 more
semanticscholar   +1 more source

Landslide Susceptibility Mapping in Terms of the Slope-Unit or Raster-Unit, Which is Better?

Journal of earth sciences, 2023
Si-yuan Ma, Xiaoyi Shao, Chong Xu
semanticscholar   +1 more source

A comparative study of heterogeneous ensemble-learning techniques for landslide susceptibility mapping

International Journal of Geographical Information Science, 2021
Zhice Fang, Yi Wang, Haoyuan Hong
exaly  

Landslide susceptibility mapping using physics-guided machine learning: a case study of a debris flow event in Colorado Front Range

Acta Geotechnica
Te Pei, Tong Qiu
semanticscholar   +1 more source

GIS-based landslide susceptibility mapping of Western Rwanda: an integrated artificial neural network, frequency ratio, and Shannon entropy approach

Environmental Earth Sciences, 2023
Vincent E. Nwazelibe, J. C. Egbueri, C. Unigwe, J. C. Agbasi, Daniel A. Ayejoto, S. Abba   +5 more
semanticscholar   +1 more source

Assessment of landslide susceptibility mapping based on Bayesian hyperparameter optimization: A comparison between logistic regression and random forest

Engineering Geology, 2021
Deliang Sun, Haijia Wen
exaly  

Application and interpretability of ensemble learning for landslide susceptibility mapping along the Three Gorges Reservoir area, China

Natural Hazards
Bo Liu, Haixiang Guo, Jinling Li, X. Ke, Xinyu He   +4 more
semanticscholar   +1 more source