Agroforestry practices are one of the major pillars of Natural Resources Management (NRM), offering substantial benefits by improving environmental conditions, socio-economy, soil health, biodiversity, and climate resilience. Despite multi-dimensional benefits, robust data for regional planning and effective implementation are lacking, particularly in combined with existing land management practices. Further, analyses are often conducted using a set of reference datasets without validating the s