Answer:
The best way to combine the sentences using a conjunction from the list provided is:
"It is raining this morning, but we plan to picnic this afternoon."
This conjunction ("but") is appropriate because it contrasts the fact that it's raining in the morning with the plan to picnic in the afternoon.