The expression for the radial moments r n c of the nuclear charge density has been discussed under the plane wave Born approximation (PWBA) method recently, which is significant to investigate the nuclear surface thickness and neutron distribution radius. In this paper, we extend the studies of extracting second-order moment r 2 c and fourth-order moment r 4 c from the Coulomb form factors |F C (q)| 2 by the distorted wave Born approximation (DWBA) at the small momentum transfer q region. Based on the relativistic mean-field (RMF) calculations, the DWBA form factors F DW C (q) are expanded into q 4 , where the corresponding charge distributions are corrected by the contributions of neutron and spin-orbit densities. In the small q region, it is found that the experimental |F C (q)| 2 can be well reproduced by considering the contributions of the r 4 c at the small q region. Through further analyzing the second-order and fourthorder expansion coefficients of the F DW C (q), the relationship between the expansion coefficients and proton number Z is obtained. By the relationship, we extract the r 2 c and r 4 c from the limited experimental data of form factors at the small q region. Within the permissible range of error, the extracted r n c are consistent with the experimental data in this paper.