Machine Learning Classification of Mediterranean Forest Habitats in Google Earth Engine Based on Seasonal Sentinel-2 Time-Series and Input Image Composition Optimisation

Salvatore Praticò, Francesco Solano, Salvatore Di Fazio, +1

Remote Sensing

Earth ObservationEnvironmental MonitoringMachine LearningEngineeringLand Use +20

Implementation of multispecies ecological networks at the regional scale: analysis and multi-temporal assessment

Giuseppe Modica, Salvatore Praticò, Luigi Laudari, +3

Journal of Environmental Management

Multispecies Ecological NetworksMultispecies ManagementEcological ModellingRegional ScaleEcological Network +3

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, +2

Computers and Electronics in Agriculture

Hyperspectral ImagingPrecision AgricultureMachine VisionImage AnalysisOlive Orchards +10

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, +1

European Journal of Remote Sensing

Abandonment of traditional terraced landscape: A change detection approach (a case study in Costa Viola, Calabria, Italy)

Giuseppe Modica, Salvatore Praticò, Salvatore Di Fazio

Land Degradation and Development

EngineeringGeomorphologyLand UseGeospatial TechnologyLandscape Architecture +26

Combined use of urban Atlas and Corine land cover datasets for the implementation of an ecological network using graph theory within a multi-species approach

Giovanni Lumia, Salvatore Praticò, Salvatore Di Fazio, +2

Ecological Indicators

EngineeringEcological ModellingConnectivity MetricsLandscape ConnectivitySocial Sciences +14

Monitoring Onion Crop “Cipolla Rossa di Tropea Calabria IGP” Growth and Yield Response to Varying Nitrogen Fertilizer Application Rates Using UAV Imagery

Gaetano Messina, Salvatore Praticò, Giuseppe Badagliacca, +3

Drones

Precision AgricultureEngineeringUav ImageryCropping SystemAgricultural Economics +18

Characterizing historical transformation trajectories of the forest landscape in Rome's metropolitan area (Italy) for effective planning of sustainability goals

Francesco Solano, Salvatore Praticò, Gianluca Piovesan, +3

Land Degradation and Development

EngineeringForest RestorationLand UseForestrySustainable Development +23

Multispectral Vegetation Indices and Machine Learning Approaches for Durum Wheat (Triticum durum Desf.) Yield Prediction across Different Varieties

Giuseppe Badagliacca, Gaetano Messina, Salvatore Praticò, +4

AgriEngineering

Precision AgricultureEnvironmental MonitoringEngineeringLand UseAgricultural Economics +18

Unveiling the complex canopy spatial structure of a Mediterranean old-growth beech (Fagus sylvatica L.) forest from UAV observations

Francesco Solano, Giuseppe Modica, Salvatore Praticò, +2

Ecological Indicators