Optimal spatial resource allocation in networks: Application to district heating and cooling

•Adapts graph theory and transportation theory concepts for resource distribution in networks.•Improves the accuracy in computing allocable resources under spatial constraints.•Enables improved computational scalability over large geographic areas.•Case study mapping thermal sources to supply district heating and cooling.