The relation between the (130) lattice spacing (d130) and the chemical composition of olivine in the system Mg2SiO4(Fo)-Fe2Si04(Fa)-Mn2SiO4(Te) has been successfully established. The regression analyses based on the equation, d130(A)=A(1)×Te(mol %)+A(2)×Fa(mol %)+A(3)×Te2+A(4)×Fa2+A(5), have been carried out for 75 natural and 44 synthesized olivines, respectively. The resulting regression coefficients show that there are significant discrepancies between these relations for synthetic and natural olivines. The differences of the term Te2 is the most significant, suggesting that the cation site preference exerts influences on the relationships. Preliminary Mossbauer measurements were made on Mn-olivines. It is demonstrated for the first time that natural olivines exhibiting preferential ordering of larger Mn in the larger M2 site have larger d130 values than those of synthetic ones having relatively disordered cation arrangements. Thus d130 depends not only on the chemical composition, but also on the cation distribution in the M1 and M2 sites of olivine. On the other hand, the coefficient for the term of Fa2 corresponding to the site preference of iron is smaller than that of Te2, and contains relatively large errors. The difference of the coefficients between natural and synthetic olivines is meaningful, considering the facts that in the synthetic olivines, larger Fe ions are more enriched in the smaller MI site than in the natural olvines, as already reported by Shinno (1974). For synthetic olivines, the relation is nearly linear, whereas for natural olivines, it is not linear as well as in the case of Mn-olivines. For the olivine in the system Fo-Fa, the regression equation containing only 1-st order term, X-ray determinative curve, have been obtained for natural and synthetic olivines, respectively, and compared with the curves already reported by several researchers. The error attached to an individual measurement ranges from 1.6 to 2.4 mol %, depending on the composition.