Autumn ferns thrive best when placed in a shady location, and grown in acidic soil with good drainage. Water your fern regularly, ensuring the soil is moist at all times, but ensure the plant is not sitting in water. Autumn fern can grow in a wide range of climates, but not does not fare well in hot or dry weather. Hardiness zones range from 5-9.