CATANI, FILIPPO
CATANI, FILIPPO
Dipartimento di Geoscienze
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
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
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.
Uncertainties in landslide susceptibility prediction: Influence rule of different levels of errors in landslide spatial position
2024 Huang, Faming; Li, Ronghui; Catani, Filippo; Zhou, Xiaoting; Zeng, Ziqiang; Huang, Jinsong
Uncertainties of landslide susceptibility prediction: influences of different study area scales and mapping unit scales
2024 Huang, Faming; Cao, Yu; Li, Wenbin; Catani, Filippo; Song, Guquan; Huang, Jinsong; Yu, Changshi
Uncertainties of landslide susceptibility prediction: Influences of random errors in landslide conditioning factors and errors reduction by low pass filter method
2024 Huang, Faming; Teng, Zuokui; Yao, Chi; Jiang, Shui-Hua; Catani, Filippo; Chen, Wei; Huang, Jinsong
An updating of landslide susceptibility prediction from the perspective of space and time
2023 Chang, Z.; Huang, F.; Huang, J.; Jiang, S. -H.; Liu, Y.; Meena, S. R.; Catani, F.
Classification of rock slope cavernous weathering on UAV photogrammetric point clouds: The example of Hegra (UNESCO World Heritage Site, Kingdom of Saudi Arabia)
2023 Beni, Tommaso; Nava, Lorenzo; Gigli, Giovanni; Frodella, William; Catani, Filippo; Casagli, Nicola; Gallego, José Ignacio; Margottini, Claudio; Spizzichino, Daniele
DEWS: A QGIS tool pack for the automatic selection of reference rain gauges for landslide-triggering rainfall thresholds
2023 Al-Thuwaynee, O. F.; Melillo, M.; Gariano, S. L.; Park, H. J.; Kim, S. -W.; Lombardo, L.; Hader, P.; Mohajane, M.; Quevedo, R. P.; Catani, F.; Aydda, A.