Concepedia
Statistics
Publications
14
Citations
932
H-Index
Active since
2020
Affiliations
University of Genoa(Current)
University of Naples Federico II
British Geological Survey
Universidad del Azuay
Mariano Di Napoli is an author at University of Genoa specializing in engineering, geography, and civil engineering.
Top concepts
EngineeringGeographyGeomorphologyCivil EngineeringFlood Risk ManagementData ScienceHydrologyManagementEarth ScienceLandslide Risk
Publications per year
2020–2023
Machine learning ensemble modelling as a tool to improve landslide susceptibility mapping reliability
Mariano Di Napoli, Francesco Carotenuto, Andrea Cevasco et al. · Landslides · 2020 · 245 citations
Reliability, Ensemble Modelling, Rock Slide +13
Slow-moving landslide risk assessment combining Machine Learning and InSAR techniques
Alessandro Novellino, Mara Cesarano, Piergiulio Cappelletti et al. · CATENA · 2021 · 136 citations
Geotechnical Engineering, Rock Slide, Engineering +10
Decision tree based ensemble machine learning approaches for landslide susceptibility mapping
Alireza Arabameri, Subodh Chandra Pal, Fatemeh Rezaie et al. · Geocarto International · 2021 · 127 citations
Artificial Intelligence, Engineering, Machine Learning +19
Machine-learning based landslide susceptibility modelling with emphasis on uncertainty analysis
A. L. Achu, C. D. Aju, Mariano Di Napoli et al. · Geoscience Frontiers · 2023 · 111 citations · Full text
Landslide Susceptibility Modelling, Rock Slide, Engineering +18
Landslide Susceptibility Assessment of Wildfire Burnt Areas through Earth-Observation Techniques and a Machine Learning-Based Approach
Mariano Di Napoli, Palmira Marsiglia, Diego Di Martire et al. · Remote Sensing · 2020 · 66 citations · Full text
Rock Slide, Engineering, Geomorphology +18
1–5 of 14