Removing, destroying or lopping a tree that is dangerous, dead, a weed species or for bushfire protection do not require a planning permit. Any other reason should be listed here – ie removing a tree for development. You should try to demonstrate that there is no other option but to remove the trees/vegetation.
Source Can I remove trees and vegetation by theYarra Ranges Council