Um yeah actually water is pretty heavy, a gallon weighs about 8 pounds. If you have a 16x20 inch tray, say the actual dimensions are 17x21, with 1 inch of water would weigh about 13 pounds.

2x4s and a frame to hold the plywood top should be adequate.