O.K. I was able to remove the tray without any issue. I just placed my nails underneath of the two end of the Tray and pulled it out. There are no Hard Clip, so nothing will be break.
It is also good idea to do this once in a while , just to clean it. I noticed some Juice residue from pooring the juice first and then remember you want to have to ice with that.