Complex sentence: Zhukov refuses to let the Doctor do it; as the only one who knows the Ice Warriors, the Doctor is too valuable to risk.
Split into simpler sentences: Zhukov refuses to let the Doctor do it. As the only one who knows the Ice Warriors, the Doctor is too valuable to risk.