Bergenia (Bergenia cordifolia) is another perennial you can plant under pine trees. This deer and rabbit resistant plant grows in USDA zones 2 through 9 in all soil pH levels, including acidic. It tolerates drought conditions, dense shade and dry soils. Pink lily-of-valley (Convallaria majalis var.