The name is derived from "Bodhi Tree".
The Bodhi Tree, also known as Bo and 'peepal tree' in Nepal and Bhutan, was a large and very old Sacred Fig tree located in Bodh Gaya, India, under which Siddhartha Gautama, the spiritual teacher later known as Gautama Buddha, is said to have achieved enlightenment, or Bodhi.