The key to this is the type and position of the microphones. Can you tell us anything about this? For example, the production director could have specified omnidirectional lapel mics where shotgun mics on stands may be better at rejecting rain noise. Are you expecting the talkers to be stationary or moving about?
On the other hand, you could put the audio through an effects unit and change the balance of wet to dry in the mix.