Andrea Nascetti

Near Real-Time Wildfire Progression Monitoring with Sentinel-1 SAR Time Series and Deep Learning

Yifang Ban, Puzhao Zhang, Andrea Nascetti et al. · Scientific Reports · 2020 · 247 citations · Full text

Dimensionality Reduction and Feature Selection for Object-Based Land Cover Classification based on Sentinel-1 and Sentinel-2 Time Series Using Google Earth Engine

Oliver Stromann, Andrea Nascetti, Osama Yousif et al. · Remote Sensing · 2019 · 126 citations · Full text

Engineering, Machine Learning, Land Use +22

Monitoring the Impact of Land Cover Change on Surface Urban Heat Island through Google Earth Engine: Proposal of a Global Methodology, First Applications and Problems

Roberta Ravanelli, Andrea Nascetti, Raffaella Valeria Cirigliano et al. · Remote Sensing · 2018 · 122 citations · Full text

Engineering, Land Use, Urban Climate Impact +21

Learning U-Net without forgetting for near real-time wildfire monitoring by the fusion of SAR and optical time series

Puzhao Zhang, Yifang Ban, Andrea Nascetti · Remote Sensing of Environment · 2021 · 97 citations · Full text

Engineering, Machine Learning, Fire Detection +20

Uni-Temporal Multispectral Imagery for Burned Area Mapping with Deep Learning

Xikun Hu, Yifang Ban, Andrea Nascetti · Remote Sensing · 2021 · 89 citations · Full text

Engineering, Machine Learning, Fire Detection +16