In temperate zones , millipedes are most abundant in moist deciduous forests , but they also occur in coniferous forests , deserts , caves , and alpine ecosystems .
Millipedes are the most common in temperate , wet deciduous forests , but are also often found in coniferous forests and high-altitude alpine environments , some species live in deserts , and even fewer in caves .