Aside from both being similar-sized Japanese words starting with a K, kelp and kombu have quite different meanings. Kelp refers to the whole group of sea vegetables of the order Laminariales (large brown algae). In contrast, kombu is a specific type of kelp - others include arame, oarweed, and wakame.