Combining multi-attribute utility and geographic information for boundary decisions: An application to park planning provides a framework for inclusion of various objectives when determining park boundaries. The framework combines multi-attribute utility functions with spatial analysis in order to determine park boundaries that satisfy various stakeholders’ goals and objectives. The tool outputs multiple park boundary scenarios, allowing the user to evaluate the alternatives and select the best option.