 As of 2016, confidence in the attribution of specific extreme weather events to anthropocentric climate change is highest in changes in frequency of extreme heat and cold events, increases in heavy precipitation, and increases in droughts.Some studies assert a connection between rapidly warming arctic temperatures and thus a vanishing cryosphere to extreme weather in mid-latitudes.Heat waves are periods of abnormally high temperatures and heat index.