We know the planet is warming from surface temperature stations and satellites measuring the temperature of the Earth's surface and lower atmosphere. (skepticalscience.com)
RE95, it seems to me that somebody needs to create a 3D near surface temperature station model to test various microsite effects. (climateaudit.org)
Surface temperature station locations. (ucsusa.org)