Most of the time, dry dog pads can be traced back to four environmental causes: hot pavement, wintery conditions, exposure to chemicals, and allergies. If none of these are present, an underlying medical issue could be to blame. Walking on hot, dry concrete can cause rough and cracked paw pads.