A 16×2 structural model was proposed to understand the atomic geometry of 16×2 superstructure reconstructed on clean Ge(110) surfaces. The model was based on scanning tunneling microscopic (STM) observations, and was relaxed by using an ab initio structure optimization. STM images calculated from the relaxed model indicated that five-membered clusters of Ge adatoms were entities of pentagons observed in the images.