No you cannot directly delete these files if you wish for your virtual machine to continue working
The sparse file is part of a snapshot it appears that you have had two on this particular machine for a significant amount of time. this is bad practice as you have already found they grow large very quickly.
the only way to safely get rid of this is to commit the snapshot (I am assuming that you want to keep the data that is in the files)