You could lower your fence height if building regulations are a problem by digging a shallow trench right where your dog needs to take-off to get over the fence. It need only be a shallow dip with very gently sloping sides and a deep bit in the middle you fill with gravel, sand or whatever so it wont fill with water. It could even look like you put it there for aesthetic purposes!
