You do know that many campaigns do collect and reuse their signs. Clean Election candidates in particular cannot consider them a single use item. For many the next campaign is only 2 years away, and four years is not that long for the cost of signs. Ask your local party committee if they store signs.
Referendum signs are pretty much a one shot deal though.