Modern agricultural landscapes produce multiple ecosystem services. Ecosystem services in agricultural landscapes have social, economic, and environmental value—providing a wide array of benefits to society. Absence of scientifically based and practically tested methodologies of identification, mapping, and evaluation of ecosystem services in agricultural landscapes hamper integration of its values in the current system of land use planning. The value of ecosystem services is calculated for the case study territory located within the administrative borders of Kolomak Territorial Community in Bohodukhiv district, Kharkiv region (Ukraine). The highest estimated value among non-market ecosystem services is carbon storage service, and among market services—food production. The baseline scenario of land use (business as usual) is compared with two alternative scenarios (Scenario 1. Land reclamation scenario; Scenario 2. Land protection and bioenergy production scenario). Designing of an integrated production system in the forest agro-landscape, which combines multiple ecosystem services, allows us to attain maximum results in terms of value. Amelioration of agricultural landscape through establishing a system of protective forest shelterbelts allows society to increase the total value of ecosystem services, and this is why it should be better integrated into land use planning and land management.