Energy-Landscape optimization for land use planning. application in the barcelona metropolitan area

•An energy-landscape optimization nonlinear model is designed for land use planning.•The model is tested in a mediterranean biocultural landscape using diverse objectives.•The model integrates socio-metabolic balances and landscape functional structures.•Results allow different land use configurations for conventional-organic agriculture.•The model helps policies advancing toward green infrastructures in metropolitan areas.