The abandonment of farmland is leading to a loss production capacity in many agricultural systems. This article proposes methodology for carrying out Joint Cropland Management (JCM) initiatives, which involve the cooperative use land plots without affecting ownership, areas with fragmented structure. Our framework combines socioeconomic assessment farmers remote sensing and machine learning met...