Mythological background: Because the turtle has a thick, solid shell that serves as protection - this animal is associated with stability. You enjoy intellectual pursuits.
Also, in Feng Shui (the Chinese myths behind choosing a house), the black turtle's solidity is used to protect from cold northern winds.