Why is a large vacuum pump required to remove

You don't explain what you are asking about. There are endless details that might require different types of vacuum pumps. the most common device is the wet-or-dry vacuum cleaner which sucks up liquid water. Another method might involve sucking up moist air and expelling it. A third possibility is the freeze drying process, which is very effective but costly. So what exactly are you talking about?