Octrees are a tree data structure used to partition a three-dimensional space by recursively subdividing it into eight octants, which helps in efficient spatial indexing and querying. They are particularly useful in computer graphics, collision detection, and 3D game engines for managing and rendering complex scenes by organizing objects in a hierarchical manner.