February in Jerusalem is the windiest and the cloudiest month of the year. In February, the weather in Jerusalem is typically warm. Average daily high temperature in February is about 16 degrees above zero. On average, Jerusalem has 17 sunny, 7 partly cloudy, and 5 rainy days in February. The rains are usually heavy.