Giandomenico De Luca

Object-Based Land Cover Classification of Cork Oak Woodlands using UAV Imagery and Orfeo ToolBox

Giandomenico De Luca, João M. N. Silva, Sofia Cerasoli et al. · Remote Sensing · 2019 · 131 citations · Full text

Precision Agriculture, Engineering, Forest Biometrics +21

Monitoring the vegetation vigor in heterogeneous citrus and olive orchards. A multiscale object-based approach to extract trees’ crowns from UAV multispectral imagery

Giuseppe Modica, Gaetano Messina, Giandomenico De Luca et al. · Computers and Electronics in Agriculture · 2020 · 96 citations

Hyperspectral Imaging, Precision Agriculture, Machine Vision +12

Integrated use of Sentinel-1 and Sentinel-2 data and open-source machine learning algorithms for land cover mapping in a Mediterranean region

Giandomenico De Luca, João M. N. Silva, Salvatore Di Fazio et al. · European Journal of Remote Sensing · 2022 · 84 citations · Full text

Precision Agriculture, Environmental Monitoring, Machine Learning +24

Comparison and assessment of different object-based classifications using machine learning algorithms and UAVs multispectral imagery: a case study in a citrus orchard and an onion crop

Giuseppe Modica, Giandomenico De Luca, Gaetano Messina et al. · European Journal of Remote Sensing · 2021 · 64 citations · Full text

A workflow based on Sentinel-1 SAR data and open-source algorithms for unsupervised burned area detection in Mediterranean ecosystems

Giandomenico De Luca, João M. N. Silva, Giuseppe Modica · GIScience & Remote Sensing · 2021 · 55 citations · Full text