Thinner air has less resistance. There's also less ecological damage. If they flew lower their sound would be quite disturbing , they'd hit more birds & run into more foul weather which they usually fly above.
In higher altitude the air is thinner. So the flight will be smoother. A lot of times, The low altitude flights are bumpy because of the air.Spying and tracking planes should fly so high to get better pictures.