I have never used anything but structolite... see if you can find at a local plaster supply store. I'm thinking you could also use a bag of thinset mortar here (mix thick)... ;)
Otherwise, the bottom of the unit you have there looks to be reinforced pretty darn well... could probably install without any substrate bed... but substrate bed will be best overall job.
Keep em' coming.