This is because the water supply, which flows down from Cromford Moor, simply disappears as soon as it reaches Cromford Road and the porous limestone.
This occurs because the water source, coming from Cromford Moor, is absorbed as soon as it reaches Cromford Road due to the permeable nature of the limestone.