Answer: Yes, plants need oxygen to germinate.
Explanation:
Some things that all seeds need to germinate include (but are not limited to) water, oxygen and good conditions. When in proper conditions, a seed's coat starts to absorb the water and oxygen. The cells then start to enlarge, and a radicle (tap root) emerges.
