There is a great need to determine the level of threat posed by climate change to natural and managed species, and the most effective means to adapt conservation and agriculture to this threat. Most organisms experience climate scales of millimetres to tens of metres, yet climate biologists usually rely climate data derived from widely spaced weather stations. The climate data used in many studies thus bear little resemblance to the conditions that organisms actually experience.