With memories still fresh of the Holy Land's worst storm in 50 years last winter, Israelis and Palestinians stocked up on supplies for a forecast heavy snowfall on Tuesday.

The approaching storm, due to peak on Wednesday, was expected to be lighter than in December 2013, when snow fell for three days, paralyzing the region and causing power outages that left tens of thousands cut off from electricity and heat.

Israeli television weatherman Danny Rupp predicted 12 to 24 hours of snowfall in Jerusalem. Barry Lynn, a meteorologist at Hebrew University of Jerusalem, said the storm would likely dump between 25 cm and 60 cm (10 inches and 24 inches) of snow in the city.