I think it would be a problem. Whether you get a lot of rain, or just a little, that water trough is probably not going to be right.
One thing you could do is fill it about 1/3 with filler of some kind, like rocks or Styrofoam or aluminum cans, then set big pots (with holes in the bottom) onto...