We chose to find a place for the night. We found the bad weather very inconvenient.   

A Because the climate was so severe, we were worried about what we'd do at night.  

B The bad weather prevented us from driving any further.

C Seeing that the bad weather had set in, we decided to find somewhere to spend the night.

D Bad weather was approaching, so we started to look for a place to stay.