The tube method or the volume-of-tube approximates tail probability of maximum a smooth Gaussian random field with zero mean and unit variance. This evaluates volume spherical about index set, then transforms it to probability. In this study, we generalize case in which variance is not constant. We provide formula for non-constant radius terms curvature tensors, inhomogeneous variance, as well ...