California pepper tree is evergreen. Evergreen plants constantly drop leaves all season long but drop their leaves heaviest soon after times of new growth.
Original article: https://www.reviewjournal.com/life/home-and-garden/lack-of-water-can-cause-leaf-drop-in-trees-2555229/