Holding Ctrl+Alt will allow you to box select in the perspective view.
However, it will be much easier if you switch to top-down view (Alt+J). Then it’s a simple LMB drag.
Note that you can hide very large objects that you don’t want to delete with the “H” key when selected. (like the sky sphere)