To be sucessful any planning framework for analysing investment opportunities in regions such as the "cerrado" in the Midwest of Brazil must emphasise sustainable development. This amplies a shift from the traditional single objective of agricultural expansion to a multiple objective approach incorporating economic, social and environmental factors. This paper describes a planning methodology which allows ex-ante evaluation of trade-offs between economic, social and environmental factors in determinig the most appropriate development options