Optimizing the locations of electric taxi charging stations: A spatial–temporal demand coverage approach

•Propose a novel spatial–temporal demand coverage location approach.•Consider the time issue in both demand representation and location model.•Solve the spatial–temporal coverage location problem with big spatiotemporal data.•Address the location problem of electric taxi charging stations.•Map the reduced carbon emission by electric taxis.