The human management of geographical space is far from perfect. Factors that aggravate the situation may be found in the planning and decision support systems applied for managing decisions and actions concerning geographical space. A majority of those support systems are based on the reactive paradigm (Rosen, 1985) and the classical two-valued logic of an abstracted and idealised world (Kosko, 1993). So far, modern research in anticipatory computing, fuzzy logic and soft systems design unfortunately has not, to any significant extent, been applied in geographical management systems. The purpose of the work, reported in this paper, is to present some ideas for a model for management of common regional resources, based on anticipation, soft systems design and systemic spatial modelling.