Soil Organic Carbon Map - Region of Central Macedonia

The dataset provides a regional Soil Organic Carbon (SOC) prediction map for croplands in Central Macedonia, Greece, generated within the ScaleAgData project, which focuses on scaling local agricultural data into regional agri-environmental products . The map was produced using a federated 1D convolutional neural network (CNN) , combining a continental model trained on LUCAS 2018 data with regional refinement while preserving data privacy. Model inputs include a 2024 Sentinel-2 bare soil reflectance composite, derived through multi-temporal filtering (NDVI, NBR2, and scene classification) to isolate bare soil pixels, alongside historical SOC measurements (2018–2024). The output is a continuous raster map at Sentinel-2 spatial resolution, representing SOC distribution across agricultural areas and supporting high-resolution soil monitoring and precision agriculture applications.