Methods, apparatus, systems, and computer program products are provided for selecting a weather estimation algorithm and providing a weather estimate based thereon. In an example embodiment a method is provided that comprises receiving request location information by a processor, identifying one or more weather stations, and determining a distance from at least one of the one or more weather stations to a physical location indicated by the request location information. Based at least in part on the at least one determined distance, a weather estimation algorithm is selected. A weather estimation is determined for the physical location indicated by the request location information based at least on the selected weather estimation algorithm.