Hilary,
what a really nice outline of Space activity for an infant class.
Is the Sea of Tranquility by Mark Haddon?
Rocket mice are great, and to control the noise a little bit I would consider having only a few launch bottles out at a time, and encouraging the children to work in 3s, with a launcher, a safety officer and a measurer roles that can rotate.