This makes sense if the disease propagates linearly like bacteria on a petri dish. But it probably doesn't. It may spread more like a wildfire -- there can be burning branches blown miles from the main fire that only smolder or set a small patch of grass burning which flames out due to lack of fuel. Meanwhile the main fire is only stopped by water or other major geographic feature.