Filippo Catani

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 19

Top Topics

Machine Learning Methods

Spatial Datasets

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Comput. Geosci.

Publications

Xiaochuan Tang, Xiaochuang Yan, Xiaojun Yuan, Xin Liu, Zhong Lu, Yu Wang, Hao Zhong, Dongfen Li, Filippo Catani
FedLD: Federated Learning for Privacy-Preserving Collaborative Landslide Detection. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Omar F. Althuwaynee, Massimo Melillo, Stefano Luigi Gariano, Hyuck Jin Park, Sang-Wan Kim, Luigi Lombardo, Paulo Hader, Meriame Mohajane, Renata Pacheco Quevedo, Filippo Catani, Ali Aydda
DEWS: A QGIS tool pack for the automatic selection of reference rain gauges for landslide-triggering rainfall thresholds. Environ. Model. Softw. 162 (2023)
Kamal Rana, Kushanav Bhuyan, Joaquin Vicente Ferrer, Fabrice Cotton, Ugur Öztürk, Filippo Catani, Nishant Malik
Landslide Topology Uncovers Failure Movements. CoRR (2023)
Lorenzo Nava, Oriol Monserrat, Filippo Catani
Improving Landslide Detection on SAR Data Through Deep Learning. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Faming Huang, Siyu Tao, Deying Li, Zhipeng Lian, Filippo Catani, Jinsong Huang, Kailong Li, Chuhong Zhang
Landslide Susceptibility Prediction Considering Neighborhood Characteristics of Landslide Spatial Datasets and Hydrological Slope Units Using Remote Sensing and GIS Technologies. Remote. Sens. 14 (18) (2022)
Lorenzo Nava, Maria Cuevas, Sansar Raj Meena, Filippo Catani, Oriol Monserrat
Artisanal and Small-Scale Mine Detection in Semi-Desertic Areas by Improved U-Net. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Pietro Vannocci, Samuele Segoni, Elena Benedetta Masi, Francesco Cardi, Nicola Nocentini, Ascanio Rosi, Gabriele Bicocchi, Michele D'Ambrosio, Massimiliano Nocentini, Luca Lombardi, Veronica Tofani, Nicola Casagli, Filippo Catani
Towards a National-Scale Dataset of Geotechnical and Hydrological Soil Parameters for Shallow Landslide Modeling. Data 7 (3) (2022)
Lorenzo Nava, Kushanav Bhuyan, Sansar Raj Meena, Oriol Monserrat, Filippo Catani
Rapid Mapping of Landslides on SAR Data by Attention U-Net. Remote. Sens. 14 (6) (2022)
Silvia Bianchini, Lorenzo Solari, Davide Bertolo, Patrick Thuegaz, Filippo Catani
Integration of Satellite Interferometric Data in Civil Protection Strategies for Landslide Studies at a Regional Scale. Remote. Sens. 13 (10) (2021)
Lorenzo Nava, Oriol Monserrat, Filippo Catani
Improving Landslide Detection on SAR Data through Deep Learning. CoRR (2021)
Chao Zhou, Ying Cao, Kunlong Yin, Yang Wang, Xuguo Shi, Filippo Catani, Bayes Ahmed
Landslide Characterization Applying Sentinel-1 Images and InSAR Technique: The Muyubao Landslide in the Three Gorges Reservoir Area, China. Remote. Sens. 12 (20) (2020)
Lorenzo Solari, Silvia Bianchini, Rachele Franceschini, Anna Barra, Oriol Monserrat, Patrick Thuegaz, Davide Bertolo, Michele Crosetto, Filippo Catani
Satellite interferometric data for landslide intensity evaluation in mountainous regions. Int. J. Appl. Earth Obs. Geoinformation 87 (2020)
Mohib ur Rehman, Yi Zhang, Xingmin Meng, Xiaojun Su, Filippo Catani, Gohar Rehman, Dongxia Yue, Zainab Khalid, Sajjad Ahmad, Ijaz Ahmad
Analysis of Landslide Movements Using Interferometric Synthetic Aperture Radar: A Case Study in Hunza-Nagar Valley, Pakistan. Remote. Sens. 12 (12) (2020)
Vanessa Canavesi, Samuele Segoni, Ascanio Rosi, Xiao Ting, Tulius Nery, Filippo Catani, Nicola Casagli
Different Approaches to Use Morphometric Attributes in Landslide Susceptibility Mapping Based on Meso-Scale Spatial Units: A Case Study in Rio de Janeiro (Brazil). Remote. Sens. 12 (11) (2020)
Tania Luti, Samuele Segoni, Filippo Catani, Michele Munafò, Nicola Casagli
Integration of Remotely Sensed Soil Sealing Data in Landslide Susceptibility Mapping. Remote. Sens. 12 (9) (2020)
Gregorio Farolfi, Aldo Piombino, Filippo Catani
Fusion of GNSS and Satellite Radar Interferometry: Determination of 3D Fine-Scale Map of Present-Day Surface Displacements in Italy as Expressions of Geodynamic Processes. Remote. Sens. 11 (4) (2019)
Sandro Bartolini, Alessandro Mecocci, Alessandro Pozzebon, Claudia Zoppetti, Duccio Bertoni, Giovanni Sarti, Andrea Caiti, Riccardo Costanzi, Filippo Catani, Andrea Ciampalini, Sandro Moretti
Augmented Virtuality for Coastal Management: A Holistic Use of In Situ and Remote Sensing for Large Scale Definition of Coastal Dynamics. ISPRS Int. J. Geo Inf. 7 (3) (2018)
Chao Zhou, Kunlong Yin, Ying Cao, Bayes Ahmed, Yuanyao Li, Filippo Catani, Hamid Reza Pourghasemi
Landslide susceptibility modeling applying machine learning methods: A case study from Longju in the Three Gorges Reservoir area, China. Comput. Geosci. 112 (2018)
Ascanio Rosi, Veronica Tofani, Andrea Agostini, Luca Tanteri, Carlo Tacconi Stefanelli, Filippo Catani, Nicola Casagli
Subsidence mapping at regional scale using persistent scatters interferometry (PSI): The case of Tuscany region (Italy). Int. J. Appl. Earth Obs. Geoinformation 52 (2016)
Samuele Segoni, Guglielmo Rossi, Ascanio Rosi, Filippo Catani
Landslides triggered by rainfall: A semi-automated procedure to define consistent intensity-duration thresholds. Comput. Geosci. 63 (2014)
Giovanni Forzieri, Luca Tanteri, Gabriele Moser, Filippo Catani
Mapping natural and urban environments using airborne multi-sensor ADS40-MIVIS-LiDAR synergies. Int. J. Appl. Earth Obs. Geoinformation 23 (2013)
Matteo Convertino, Filippo Simini, Filippo Catani, Igor Linkov, Gregory A. Kiker
Power-law of Aggregate-size Spectra in Natural Systems. EAI Endorsed Trans. Complex Syst. 1 (2) (2013)
Goffredo Manzo, Veronica Tofani, Samuele Segoni, Alessandro Battistini, Filippo Catani
GIS techniques for regional-scale landslide susceptibility assessment: the Sicily (Italy) case study. Int. J. Geogr. Inf. Sci. 27 (7) (2013)
Veronica Tofani, Federico Raspini, Filippo Catani, Nicola Casagli
Persistent Scatterer Interferometry (PSI) Technique for Landslide Characterization and Monitoring. Remote. Sens. 5 (3) (2013)
Giovanni Forzieri, Alessandro Battistini, Filippo Catani
ES4LUCC: A GIS-tool for remotely monitoring landscape dynamics. Comput. Geosci. 49 (2012)
Filippo Catani, Paolo Farina, Sandro Moretti, Giovanni Nico
The contribution of spaceborne SAR interferometry to geomorphological analyses. IGARSS (2003)