 However, they suffer limitations due to their use of the outside air as a heat source.The higher temperature differential during periods of extreme cold leads to declining efficiency.In mild weather, COP may be around 4.0, while at temperatures below around 0 °C (32 °F) an air-source heat pump may still achieve a COP of 2.5.