Giandomenico De Luca

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Spatial Resolution

Supervised Machine Learning

Satellite Imagery

Land Cover Classification

Top Venues

Comput. Electron. Agric.

ICCSA (Workshops 4)

Publications

Giandomenico De Luca, Giuseppe Modica, João M. N. Silva, Salvatore Praticò, José M. C. Pereira
Assessing tree crown fire damage integrating linear spectral mixture analysis and supervised machine learning on Sentinel-2 imagery. Int. J. Digit. Earth 16 (1) (2023)
Giandomenico De Luca, Salvatore Praticò, Gaetano Messina, Enrico Borgogno Mondino, Giuseppe Modica
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). ICCSA (Workshops 4) (2023)
Giandomenico De Luca, João M. N. Silva, Duarte Oom, Giuseppe Modica
Combined Use of Sentinel-1 and Sentinel-2 for Burn Severity Mapping in a Mediterranean Region. ICCSA (7) (2021)
Giandomenico De Luca, Giuseppe Modica, Carmen Fattore, Rosa Lasaponara
Unsupervised Burned Area Mapping in a Protected Natural Site. An Approach Using SAR Sentinel-1 Data and K-mean Algorithm. ICCSA (5) (2020)
Giuseppe Modica, Gaetano Messina, Giandomenico De Luca, Vincenzo Fiozzo, Salvatore Praticò
Monitoring the vegetation vigor in heterogeneous citrus and olive orchards. A multiscale object-based approach to extract trees' crowns from UAV multispectral imagery. Comput. Electron. Agric. 175 (2020)
Giandomenico De Luca, João M. N. Silva, Sofia Cerasoli, João Araújo, José Campos, Salvatore di Fazio, Giuseppe Modica
Object-Based Land Cover Classification of Cork Oak Woodlands using UAV Imagery and Orfeo ToolBox. Remote. Sens. 11 (10) (2019)