It was rough when the airplane took off.

Literal

Airplane [subject-が] take-off time [topic-は] terrible was.

大変 (たいへん) here means 'terrible, awful, rough.' 離陸する時 = 'when it takes off' — 時 (とき) marks the temporal point. でした is the polite past copula.