OR models in urban service facility location: A critical review of applications and future developments

•This survey focuses on the location of service facilities in urban areas.•110 research papers across different journals and disciplines are studied.•Research is classified in terms of types of decisions, location space, main assumptions, input parameters, objective functions and constraints.•Results are also classified in terms of six different application categories.•Gaps, research opportunities and trends are identified within each category.