Winter has gone missing across the Midwest and Great Lakes, and time is running out to find it. Dozens of cities are on track for one of the warmest winters on record, making snow and ice rare commodities.

Several cities are missing feet of snow compared to a typical winter, ice on the Great Lakes is near record-low levels and the springlike temperatures have even spawned rare wintertime severe thunderstorms.

A classic El Niño pattern coupled with the effects of a warming climate are to blame for this “non-winter” winter, said Pete Boulay, a climatologist with the Minnesota Department of Natural Resources.

Winter has become the fastest-warming season for nearly 75% of the US and snowfall is declining around the globe as temperatures rise because of human-caused climate change.