February in Palmdale is the cloudiest month of the year. In February, the weather in Palmdale is typically warm. Average daily high temperature in February is about 14 degrees above zero. On average, Palmdale has 16 sunny, 11 partly cloudy, and 2 rainy days in February. The rains are usually moderate.