Various embodiments include a vehicle parking assistance system comprising: a memory storing measured thermal values associated with respective parking spots in a database; and a processor for receiving measured thermal values and availability and/or attractiveness data associated with the respective parking spots from the memory. The processor determines target parking spots for an arriving vehicle based at least in part on the availability and/or attractiveness data and thermal values.