Urban water bodies (bluespace) and vegetated open spaces (greenspace) are key sites for building urbansustainability, promoting social, economic, and environmental objectives and influencing human well-being. Building sustainable cities requires an understanding of how urbanities value these amenities,how values vary within cities, and of the factors influencing these values. Hedonic pricing, an economic-valuation technique, is commonly used to estimate values for green and bluespaces based upon homesale prices, but typical applications fail to identify how these values vary within cities, leaving a gap indecision-makers’ knowledge and limiting their ability to plan green and bluespaces that promote urbansustainability. The present study examines this issue by identifying spatial variation in the values of urbangreen and bluespace across the Twin Cities metropolitan area of Minnesota, USA using both global andlocal regression techniques. We find that the values of all blue and greenspace amenities examined varysignificantly spatially and that values for these amenities can differ greatly from those estimated usingglobal models. Importantly we find that that the influence of treecover on home sale price is alwayspositive when this relationship is significant and that the landscape context in which an amenity occursimpacts its value with features such as trails, water bodies, and wetlands being more valuable in locationswith protected natural areas than elsewhere. We also find evidence that wealth influences access to blueand greenspace, in many, but not all cases, leading to reduced access to these features among poorergroups. These finding suggest that, when used in planning and policy-making, global values may lead tothe provision of urban green and bluespaces that fail to meet the needs and desires of local residents.Identifying variation in these values, as in this study, will facilitate more targeted planning of green andbluespace and thus more liveable, sustainable cities.