To control leaves in your backyard pond before winter, install a leaf net two to three weeks before peak fall leaf drop. This net captures leaves before they sink and decompose, reducing sludge buildup that affects water quality. Secure the net to nearby stones or edging to withstand wind and rain. Regularly remove trapped leaves to keep your pond clean. Leaf control helps maintain clearer water and reduces winter maintenance.