February in South Padre Island is the windiest month of the year. In February, the weather in South Padre Island is typically warm. Average daily high temperature in February is about 20 degrees above zero. On average, South Padre Island has 14 sunny, 12 partly cloudy, and 3 rainy days in February. The rains are usually moderate.