Oak wood grows in trunks of oak trees, which grow in warm and humid areas. It can be crafted into planks, which are a versatile building and crafting material. It can also be used as a fuel in the furnace. To replant trees you need to obtain saplings from the leaves.
Oak Trees are found in Hot, Humid Biomes [Jungle].