dc.contributor.author | NGUYEN, Huu Duy | |
dc.contributor.author | NGUYEN, Quoc Huy | |
dc.contributor.author | VIET DU, Quan Vu | |
dc.contributor.author | PHAM, Viet Thanh | |
dc.contributor.author | PHAM, Le Tuan | |
dc.contributor.author | HOANG, Thanh Van | |
dc.contributor.author | TRUONG, Quang-Hai | |
dc.contributor.author | BUI, Quang-Thanh | |
dc.contributor.author | PETRISOR, Alexandru-Ionut | |
dc.date.accessioned | 2024-07-03T09:46:26Z | |
dc.date.available | 2024-07-03T09:46:26Z | |
dc.date.issued | 2024 | |
dc.identifier.citation | NGUYEN, Huu Duy et al. Landslide susceptibility prediction using machine learning and remote sensing: Case study in Thua Thien Hue province, Vietnam. In: Geological Journal, 2024, vol. 59, nr.2, p. 636-658. ISSN 0072-1050. e-ISSN 1099-1034. | en_US |
dc.identifier.issn | 0072-1050 | |
dc.identifier.issn | 1099-1034 | |
dc.identifier.uri | https://doi.org/10.1002/gj.4885 | |
dc.identifier.uri | http://repository.utm.md/handle/5014/27746 | |
dc.description | Acess full text: https://doi.org/10.1002/gj.4885 | en_US |
dc.description.abstract | This study aims to assess landslide susceptibility in the Thua Thien Hue province of Vietnam using deep neural networks (DNNs) and swarm-based optimization algorithms, namely Adam, stochastic gradient descent (SGD), Artificial Rabbits Optimization (ARO), Tuna Swarm Optimization (TSO), Sand Cat Swarm Optimization (SCSO), Honey Badger Algorithm (HBA), Marine Predators Algorithm (MPA) and Particle Swarm Optimization (PSO). The locations of 945 landslides occurring between 2012 and 2022, along with 14 conditioning factors, were used as input data to build the DNN and DNN-hybrid models. | en_US |
dc.language.iso | en | en_US |
dc.publisher | John Wiley & Sons Ltd | en_US |
dc.relation.ispartofseries | Geological Journal;2024, vol. 59, nr. 2 | |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 United States | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/us/ | * |
dc.subject | landslides | en_US |
dc.subject | Vietnam | en_US |
dc.title | Landslide susceptibility prediction using machine learning and remote sensing: Case study in Thua Thien Hue province, Vietnam | en_US |
dc.type | Article | en_US |
The following license files are associated with this item: