For an inhomogeneous quantum magnetoplasma system in the atmospheric environment with density and temperature gradient, a two-dimensional nonlinear fluid dynamic perturbation equation is studied in the case where the collision frequency between ions and neutrals is small. The approximate solution of the potential in the dense astrophysical environment is obtained.