I'm not much of a duck hunter but I was wodering why there arent any ducks in my pond?

In the spring there's usually a few pairs of mallards. one year i saw a whole array of ducks (wood ducks, mallards and some kind I couldn't recognize).

But every year about a month or two before duck season they're no where to be found.

Can someone explain why ducks would do this?