De Luca, Giandomenico
De Luca, Giandomenico
A workflow based on Sentinel-1 SAR data and open-source algorithms for unsupervised burned area detection in Mediterranean ecosystems
2021-01-01 De Luca, G.; Silva, J. M. N.; Modica, G.
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
2021-01-01 Modica, G.; De Luca, G.; Messina, G.; Pratico', Salvatore
Integrated use of Sentinel-1 and Sentinel-2 data and open-source machine learning algorithms for land cover mapping in a Mediterranean region
2022-01-01 De Luca, G.; M. N. Silva, J.; Di Fazio, S.; Modica, G.
Monitoring the vegetation vigor in heterogeneous citrus and olive orchards. A multiscale object-based approach to extract trees’ crowns from UAV multispectral imagery
2020-01-01 Modica, G.; Messina, G.; De Luca, G.; Fiozzo, V.; Pratico, S.
Object-Based Land Cover Classification of Cork Oak Woodlands using UAV Imagery and Orfeo ToolBox
2019-01-01 De Luca, G; Silva, Jmn; Cerasoli, S; Araujo, J; Campos, J; Di Fazio, S; Modica, Giuseppe
Regional-scale burned area mapping in Mediterranean regions based on the multitemporal composite integration of Sentinel-1 and Sentinel-2 data
2022-01-01 De Luca, G; Silva, Jmn; Modica, G
Short-term temporal and spatial analysis for post-fire vegetation regrowth characterization and mapping in a Mediterranean ecosystem using optical and SAR image time-series
2022-01-01 De Luca, G.; Silva, J. M. N.; Modica, G.
UAV LiDAR Survey for Forest Structure Metrics Estimation in Planning Scenario. A Case Study on a Laricio Pine Forest in the Sila Mountains (Southern Italy)
2023-01-01 De Luca, Giandomenico; Pratico, Salvatore; Messina, Gaetano; Borgogno-Mondino, Enrico; Modica, Giuseppe
Unsupervised Burned Area Mapping in a Protected Natural Site. An Approach Using SAR Sentinel-1 Data and K-mean Algorithm
2020-01-01 De Luca, G.; Modica, G.; Fattore, C.; Lasaponara, R.
Use of SAR and multispectral satellite images, and remote sensing techniques for monitoring and characterization of consequences of fire on Mediterranean forest vegetation
2023-03-10 De Luca, Giandomenico