There had to be a lot of empty space from where they entered the country to where they went.
However, even in the city someone should have been suspicious. One resident reported that it was very unusual to hear choppers in the morning and what he heard was very loud.
In other words, the military was asleep to not question what was happening and why were choppers flying so low over the city in the middle of the night.