Hi chlogeo3,
I wouldn't advise keeping it in the refrigerator. First, the humidity level is too high. Unlike cigars, pipe tobacco does best with a low moisture content, 10%-14% is usually considered ideal. Second, even with a sealed container, your tobacco may pick up unwanted flavors from the food around it. A clean, airtight container should be fine for short to medium term storage.