NAVA, LORENZO
NAVA, LORENZO
Università di Padova
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
Artisanal and Small-Scale Mine Detection in Semi-Desertic Areas by Improved U-Net
2022 Nava, L.; Cuevas, M.; Meena, S. R.; Catani, F.; Monserrat, O.
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
Deformation evaluation and displacement forecasting of Baishuihe landslide after stabilization based on Continuous Wavelet Transform and Deep Learning
2024 Liu, Y.; Teza, G.; Nava, L.; Chang, Z.; Shang, M.; Xiong, D.; Cola, S.
Displacement residuals reveal landslide regime shifts
2024 Nava, Lorenzo; Tordesillas, Antoinette; Qian, Guoqi; Catani, Filippo
Generating multi-temporal landslide inventories through a general deep transfer learning strategy using HR EO data
2023 Bhuyan, K.; Tanyaş, H.; Nava, L.; Puliero, S.; Meena, S. R.; Floris, M.; van Westen, C.; Catani, F.
HR-GLDD: a globally distributed dataset using generalized deep learning (DL) for rapid landslide mapping on high-resolution (HR) satellite imagery
2023 Meena, S. R.; Nava, L.; Bhuyan, K.; Puliero, S.; Soares, L. P.; Dias, H. C.; Floris, M.; Catani, F.
Improving Landslide Detection on SAR Data Through Deep Learning
2022 Nava, L.; Monserrat, O.; Catani, F.
InSAR time series and LSTM model to support early warning detection tools of ground instabilities: mining site case studies
2023 Mirmazloumi, S. Mohammad; Wassie, Yismaw; Nava, Lorenzo; Cuevas-González, María; Crosetto, Michele; Monserrat, Oriol
Landslide displacement forecasting using deep learning and monitoring data across selected sites
2023 Nava, L.; Carraro, E.; Reyes-Carmona, C.; Puliero, S.; Bhuyan, K.; Rosi, A.; Monserrat, O.; Floris, M.; Meena, S. R.; Galve, J. P.; Catani, F.
Mapping landslides through a temporal lens: an insight toward multi-temporal landslide mapping using the u-net deep learning model
2023 Bhuyan, K.; Meena, S. R.; Nava, L.; van Westen, C.; Floris, M.; Catani, F.
Multi-Temporal Satellite Image Composites in Google Earth Engine for Improved Landslide Visibility: A Case Study of a Glacial Landscape
2022 Lindsay, Erin; Frauenfelder, Regula; Rüther, Denise; Nava, Lorenzo; Rubensdotter, Lena; Strout, James; Nordal, Steinar
Natural Hazards Perspectives on Integrated, Coordinated, Open, Networked (ICON) Science
2022 Sharma, Sanjib; Dahal, Kshitij; Nava, Lorenzo; Gouli, Manish Raj; Talchabhadel, Rocky; Panthi, Jeeban; Roy, Tirthankar; Ghimire, Ganesh R.
Rapid Mapping of Landslides on SAR Data by Attention U-Net
2022 Nava, L.; Bhuyan, K.; Meena, S. R.; Monserrat, O.; Catani, F.
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.