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Lorenzo Nava
Lorenzo Nava
PhD Researcher, Department of Geosciences, University of Padova
在 phd.unipd.it 的电子邮件经过验证
标题
引用次数
引用次数
年份
Rapid mapping of landslides on SAR data by attention U-Net
L Nava, K Bhuyan, SR Meena, O Monserrat, F Catani
Remote Sensing 14 (6), 1449, 2022
522022
Improving landslide detection on SAR data through deep learning
L Nava, O Monserrat, F Catani
IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2021
522021
Landslide displacement forecasting using deep learning and monitoring data across selected sites
L Nava, E Carraro, C Reyes-Carmona, S Puliero, K Bhuyan, A Rosi, ...
Landslides 20 (10), 2111-2129, 2023
372023
Multi-temporal satellite image composites in google earth engine for improved landslide visibility: A case study of a glacial landscape
E Lindsay, R Frauenfelder, D Rüther, L Nava, L Rubensdotter, J Strout, ...
Remote Sensing 14 (10), 2301, 2022
352022
Generating multi-temporal landslide inventories through a general deep transfer learning strategy using HR EO data
K Bhuyan, H Tanyaş, L Nava, S Puliero, SR Meena, M Floris, ...
Scientific reports 13 (1), 162, 2023
322023
HR-GLDD: A globally distributed dataset using generalized DL for rapid landslide mapping on HR satellite imagery
SR Meena, L Nava, K Bhuyan, S Puliero, LP Soares, HC Dias, M Floris, ...
Earth System Science Data Discussions 2022, 1-21, 2022
27*2022
Mapping landslides through a temporal lens: an insight toward multi-temporal landslide mapping using the u-net deep learning model
K Bhuyan, SR Meena, L Nava, C van Westen, M Floris, F Catani
GIScience & Remote Sensing 60 (1), 2182057, 2023
152023
Natural Hazards Perspectives on Integrated, Coordinated, Open, Networked (ICON) Science
S Sharma, K Dahal, L Nava, MR Gouli, R Talchabhadel, J Panthi, T Roy, ...
Earth and Space Science 9 (1), e2021EA002114, 2022
13*2022
Classification of rock slope cavernous weathering on UAV photogrammetric point clouds: The example of Hegra (UNESCO World Heritage Site, Kingdom of Saudi Arabia)
T Beni, L Nava, G Gigli, W Frodella, F Catani, N Casagli, JI Gallego, ...
Engineering Geology 325, 107286, 2023
42023
InSAR time series and LSTM model to support early warning detection tools of ground instabilities: mining site case studies
SM Mirmazloumi, Y Wassie, L Nava, M Cuevas-González, M Crosetto, ...
Bulletin of Engineering Geology and the Environment 82 (10), 374, 2023
42023
Artisanal and small-scale mine detection in semi-desertic areas by improved U-Net
L Nava, M Cuevas, SR Meena, F Catani, O Monserrat
IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2022
32022
Deformation evaluation and displacement forecasting of baishuihe landslide after stabilization based on continuous wavelet transform and deep learning
Y Liu, G Teza, L Nava, Z Chang, M Shang, D Xiong, S Cola
Natural Hazards, 1-25, 2024
12024
Landslide Regime Shift Detector (LRSD) for Landslide Early Warning Systems
L Nava, A Tordesillas, G Qian, F Catani
EarthArXiv, 2024
12024
Towards automatic delineation of landslide source and runout
K Bhuyan, K Rana, U Ozturk, L Nava, A Rosi, SR Meena, X Fan, M Floris, ...
EarthArXiv, 2024
2024
Sentinel-1 SAR-based Globally Distributed Landslide Detection by Deep Neural Networks
L Nava, AC Mondini, K Bhuyan, C Fang, O Monserrat, A Novellino, ...
EarthArXiv, 2024
2024
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