CATANI, FILIPPO
CATANI, FILIPPO
Dipartimento di Geoscienze
EGMSpy: an open-source Python toolkit for scalable data handling, classification, clustering, and visualisation of Copernicus EGMS InSAR data
2026 Catani, Filippo; Floris, Mario; Nava, Lorenzo; Palmieri, Caterina; Todde, Rebecca
FMLD: A Vertical Federated Learning Framework for Privacy‐Preserving Multimodal Landslide Detection
2026 Tang, Xiaochuan; Lu, Zhong; Fan, Xuanmei; Yan, Xiaochuang; Li, Huailiang; Jiang, Shui‐hua; Meena, Sansar Raj; Li, Dongfen; Bhuyan, Kushanav; Novellino, Alessandro; Li, Hongjun; Catani, Filippo
Hydroclimatic controls link atmospheric circulation to seasonal landslide timing across the western Mediterranean
2026 Yu, Bo-Fan; Zhu, Hong-Hu; Bhuyan, Kushanav; Zhang, Wei; Ye, Xiao; Tan, Dao-Yuan; Catani, Filippo
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
Real-time early warning of landslide disaster risks on major highways in Ganzhou City, China
2026 Huang, Faming; Yang, Yang; Ma, Guotao; Rezania, Mohammad; Chang, Zhilu; Catani, Filippo; Jiang, Bingchen; Chen, Xi; Guo, Fei
Spatiotemporal Dynamics and Anomaly Detection of Land Subsidence in Delta Areas: A Case Study from the Po River Delta Using InSAR Time Series
2026 Chen, X.; Teatini, P.; Rosi, A.; Catani, F.; Floris, M.
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
Improving Ground Deformation Classification by Integrating InSAR Time Series With Geospatial Information
2025 Dong, Y.; Nava, L.; Palama, R.; Monserrat, O.; Festa, D.; Floris, M.; Rosi, A.; Catani, F.
Integrating Temporal and Spatial Data for Deep Learning-Based Classification of Slow-Moving Ground Deformations
2025 Dong, Yingbo; Nava, Lorenzo; Palama, Riccardo; Monserrat, Oriol; Festa, Davide; Floris, Mario; Catani, Filippo
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
Physics‐Informed Deep Learning for Revealing the Evolutionary Characteristics of Landslides Induced by Rainfall Process
2025 Li, Changdong; Feng, Pengfei; Meng, Jie; Catani, Filippo; Hellevang, Helge; Tang, Huiming; Sun, Xinshuang; Huang, Dewei
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