The planning of protected habitat networks to safeguard global biodiversity requires substantial knowledge on exposure, services, and functions of ecosystems. Spatial-ecological datasets contain important information for the adequate assessment of spatial economic and ecologic interdependencies. However, these data are still lacking in many places. Comprehensive earth observation can play an important role in the provision of such data but it also involves costs. Cost-benefit analyses may answer the question whether the preparation of such comprehensive spatial data is worthwhile and may help to find the appropriate data resolution for conservation planning questions under consideration of costs. We compare several wetland data sets on global, national, and regional scale according to their spatial accuracy of wetland distribution and the costs of data survey, monitoring, and supply. The spatial data are integrated into bioeconomic land use models of different scales to assess benefits and uncertainties of increased data resolution and accuracy