A novel swarm intelligence: cuckoo optimization algorithm (COA) and SailFish optimizer (SFO) in landslide susceptibility assessment
RMA Ikram, AA Dehrashid, B Zhang, Z Chen… - … Research and Risk …, 2023 - Springer
Inherent hazards such as landslides pose a threat to human life and may inflict significant
harm on the surrounding ecosystem. For planning, controlling, and avoiding landslide …
harm on the surrounding ecosystem. For planning, controlling, and avoiding landslide …
Snow avalanche susceptibility mapping using novel tree-based machine learning algorithms (XGBoost, NGBoost, and LightGBM) with eXplainable Artificial …
MC Iban, SS Bilgilioglu - Stochastic Environmental Research and Risk …, 2023 - Springer
This study examines the use of snow avalanche susceptibility maps (SASMs) to identify
areas prone to avalanches and develop measures to mitigate the risk in the Province of …
areas prone to avalanches and develop measures to mitigate the risk in the Province of …
Comparison of tree-based ensemble learning algorithms for landslide susceptibility mapping in Murgul (Artvin), Turkey
Turkey's Artvin province is prone to landslides due to its geological structure, rugged
topography, and climatic characteristics with intense rainfall. In this study, landslide …
topography, and climatic characteristics with intense rainfall. In this study, landslide …
Effect of landslide spatial representation and raster resolution on the landslide susceptibility assessment
S Yang, D Li, Y Sun, X She - Environmental Earth Sciences, 2024 - Springer
The quality of landslide susceptibility assessment is effected by landslide inventory and
raster resolution. The point landslide inventory and polygon landslide inventory are usually …
raster resolution. The point landslide inventory and polygon landslide inventory are usually …
Landslide susceptibility assessment along the Expressway Taza-El Hoceima, North-East Morocco, using machine learning algorithm
Landslides constitute one of the recurrent challenges in road infrastructure projects, whose
proper management implies significant economic and safety gains. Thus, the prediction of …
proper management implies significant economic and safety gains. Thus, the prediction of …