Application of artificial neural networks and geographic information system to provide hazard susceptibility maps for rockfall failures

YA Nanehkaran, Z Licai, J Chen, M Azarafza… - Environmental Earth …, 2022 - Springer
The presented article attempted to analysis rockfalls susceptibility map** which is
considered as one the most important type of the land-slides with high frequent occurrence …

Vulnerability assessment of road networks to landslide hazards in a dry-mountainous region

S Yousefi, A Jaafari, A Valjarević, C Gomez… - Environmental Earth …, 2022 - Springer
Landslides are natural hazards that can cause catastrophic life losses and damage to
infrastructures and communities. In Iran, landslide exposure has been predominantly …

Rockfall hazard assessment of the slope of Mogao Grottoes, China based on AHP, F-AHP and AHP-TOPSIS

L Zhang, Y Wang, J Zhang, S Zhang, Q Guo - Environmental Earth …, 2022 - Springer
Hosting precious superb murals and painted sculptures from the fourth to the fourteenth
century, the UNESCO word heritage site Mogao Grottoes are one of the most famous sites of …

Rockfall susceptibility map** using XGBoost model by hybrid optimized factor screening and hyperparameter

H Wen, J Hu, J Zhang, X **ang, M Liao - Geocarto International, 2022 - Taylor & Francis
The accuracy of the evaluation model of rockfall susceptibility lies on reasonable
conditioning factors and algorithm hyperparameters optimization. A rockfall geological …

[HTML][HTML] Rockfall hazard assessment in the taihang grand canyon scenic area integrating regional-scale identification of potential rockfall sources

J Zhan, Z Yu, Y Lv, J Peng, S Song, Z Yao - Remote Sensing, 2022 - mdpi.com
Frequent rockfall events pose a major threat to the safe operation of the Taihang Grand
Canyon Scenic Area (GCSA) in China. The traditional techniques for identifying potential …

[HTML][HTML] Study on road network vulnerability considering the risk of landslide geological disasters in China's Tibet

Y Yao, L Cheng, S Chen, H Chen, M Chen, N Li, Z Li… - Remote Sensing, 2023 - mdpi.com
Road traffic is occasionally blocked by landslide geological disasters in remote mountainous
areas, causing obstruction to economic society and national defense construction. It is vital …

[HTML][HTML] Estimating bridge criticality due to extreme traffic loads in highway networks

MA Mendoza-Lugo, M Nogal, O Morales-Nápoles - Engineering Structures, 2024 - Elsevier
Around the world, an increasing amount of bridge infrastructure is ageing. The resources
involved in the reassessment of existing assets often exceed available resources and many …

A novel dynamic rockfall susceptibility model including precipitation, temperature and snowmelt predictors: a case study in Aosta Valley (northern Italy)

G Bajni, CAS Camera, T Apuani - Landslides, 2023 - Springer
The overarching goal of the study was the development of a potentially dynamic rockfall
susceptibility model by including climate predictors. The work is based on previously defined …

Rockfall susceptibility along Pasang Lhamu and Galchhi-Rasuwagadhi highways, Rasuwa, Central Nepal

B Pokharel, S Lim, TN Bhattarai, M Alvioli - Bulletin of Engineering …, 2023 - Springer
The road network in Central Nepal suffered blockades and damage from numerous
landslides and rockfalls due to the earthquake sequence in Gorkha, Nepal, in 2015 …

Rockfall hazard estimation and related applications for a preliminary risk assessment at regional scale: an example from northwestern Italian Alps

D Tiranti, L Mallen, G Nicolò - Landslides, 2023 - Springer
Among the types of landslides that occur in Alpine areas, rockfalls are one of the most
frequent and dangerous. Rockfalls affect every type of rock mass with greater or lesser …