Location Shooting

Why do recces (as in reconnoiters) fancy rooftops so much when it comes to location shooting? What's with pipes and compressors that attract filmmakers? The most famous movie I can think of that features a rooftop confrontation is none other than the 2002 Hong Kong cops-and-robbers drama INFERNAL AFFAIRS with Andy Lau and Tony Leung.