Generally, prune apple trees between February and April before the start of growth; prune peach trees between March and late April before the blossoms show color. If the extended weather forecast calls for temperatures below 0°F, stop pruning three to four days before the cold spell and wait two to three days after the temperature rises above 10°F to resume pruning.