The wind was blowing hard, and to make matters worse, it started to rain.

Literal

Wind [subject-が] fiercely blowing was, further bad [subject-には], rain [also-も] fall began.

さらに悪いことには means 'to make matters worse' — a useful connector for escalating bad news. 降り始めた uses the compound verb ~始める (begin to).