CATANI, FILIPPO
CATANI, FILIPPO
Dipartimento di Geoscienze
Probabilistic characterization of joint roughness coefficient through a novel Bayesian sequential updating framework
2026 Chen, Wenqiang; Li, Changdong; Yu, Haibing; Yao, Wenmin; Jiang, Xihui; Zhu, Yinbin; Gong, Wenping; Catani, Filippo
A hierarchical graph-based hybrid neural networks with a self-screening strategy for landslide susceptibility prediction in the spatial–frequency domain
2025 Zhu, Li; Yu, Changshi; Chu, Yaxing; Song, Xiaofei; Wang, Qi; Liu, Lekai; Liu, Keji; Catani, Filippo; Huang, Jinsong; Huang, Faming
Artificial intelligence applications for landslide mapping and monitoring on EO data
2025 Catani, Filippo; Nava, Lorenzo; Bhuyan, Kushanav
Brief communication: AI-driven rapid landslide mapping following the 2024 Hualien earthquake in Taiwan
2025 Nava, Lorenzo; Novellino, Alessandro; Fang, Chengyong; Bhuyan, Kushanav; Leeming, Kathryn; Alvarez, Itahisa Gonzalez; Dashwood, Claire; Doward, Sophie; Chahel, Rahul; Mcallister, Emma; Meena, Sansar Raj; Catani, Filippo
Deep learning unlocks global prediction of earthquake-triggered landslides
2025 Catani, Filippo
Effects of different division methods of landslide susceptibility levels on regional landslide susceptibility mapping
2025 Huang, Faming; Yang, Yang; Jiang, Bingchen; Chang, Zhilu; Zhou, Chuangbing; Jiang, Shui-Hua; Huang, Jinsong; Catani, Filippo; Yu, Changshi
Mamba for Landslide Detection: A Lightweight Model for Mapping Landslides With Very High-Resolution Images
2025 Tang, Xiaochuan; Lu, Zhong; Fan, Xuanmei; Yan, Xiaochuang; Yuan, Xiaojun; Li, Dongfen; Li, Huailiang; Li, Hongjun; Raj Meena, Sansar; Novellino, Alessandro; Nava, Lorenzo; Catani, Filippo
Optimization method of conditioning factors selection and combination for landslide susceptibility prediction
2025 Huang, Faming; Liu, Keji; Jiang, Shuihua; Catani, Filippo; Liu, Weiping; Fan, Xuanmei; Huang, Jinsong
Prediction of overburden layer thickness based on spatial heterogeneity analysis and machine learning models in hillslope regions
2025 Chang, Zhilu; Jiang, Shui-Hua; Huang, Faming; Shi, Lei; Huang, Jinsong; Wan, Jianhong; Catani, Filippo
Quantitative risk assessment for rainfall-induced landslides of transmission line towers: the case of Chongqing national transmission protection regions
2025 Jin, Bijing; Zeng, Taorui; Liu, Shuhao; Li, Ye; Gui, Lei; Zhao, Binbin; Yin, Kunlong; Catani, Filippo; Peduto, Dario
Towards automatic delineation of landslide source and runout
2025 Bhuyan, K.; Rana, K.; Ozturk, U.; Nava, L.; Rosi, A.; Meena, S. R.; Fan, X.; Floris, M.; Van Westen, C.; Catani, F.
A globally distributed dataset of coseismic landslide mapping via multi-source high-resolution remote sensing images
2024 Fang, Chengyong; Fan, Xuanmei; Wang, Xin; Nava, Lorenzo; Zhong, Hao; Dong, Xiujun; Qi, Jixiao; Catani, Filippo
Detecting information from Twitter on landslide hazards in Italy using deep learning models
2024 Franceschini, Rachele; Rosi, Ascanio; Catani, Filippo; Casagli, Nicola
Displacement residuals reveal landslide regime shifts
2024 Nava, Lorenzo; Tordesillas, Antoinette; Qian, Guoqi; Catani, Filippo
FedLD: Federated Learning for Privacy-Preserving Collaborative Landslide Detection
2024 Tang, Xiaochuan; Yan, Xiaochuang; Yuan, Xiaojun; Liu, Xin; Lu, Zhong; Wang, Yu; Zhong, Hao; Li, Dongfen; Catani, Filippo
Landslide topology uncovers failure movements
2024 Bhuyan, Kushanav; Rana, Kamal; Ferrer, Joaquin V.; Cotton, Fabrice; Ozturk, Ugur; Catani, Filippo; Malik, Nishant
Modelling landslide susceptibility prediction: A review and construction of semi-supervised imbalanced theory
2024 Huang, Faming; Xiong, Haowen; Jiang, Shui-Hua; Yao, Chi; Fan, Xuanmei; Catani, Filippo; Chang, Zhilu; Zhou, Xiaoting; Huang, Jinsong; Liu, Keji
Near-surface soil hydrothermal response feedbacks landslide activity and mechanism
2024 Ye, X.; Zhu, H. -H.; Wu, B.; Tian, F.; Zhang, W.; Hu, X.; Schenato, L.; Pasuto, A.; Catani, F.
Revisiting spatiotemporal evolution process and mechanism of a giant reservoir landslide during weather extremes
2024 Ye, Xiao; Zhu, Hong-Hu; Chang, Feng-Nian; Xie, Tian-Cheng; Tian, Feng; Zhang, Wei; Catani, Filippo
Towards hydrometeorological thresholds of reservoir-induced landslide from subsurface strain observations
2024 Ye, X.; Zhu, H.; Wang, J.; Zheng, W.; Zhang, W.; Schenato, L.; Pasuto, A.; Catani, F.