The polar coordinates of point $x \in \mathbb{R} \setminus \{0\}$ are pairs $(r,\gamma)$, where $0 < r < \infty$ and $\gamma \in S^{d-1} = \{x \in \mathbb{R}^{d}\mid |x| = 1\}$. These are determined by $$r = |x|, \quad\gamma = x/|x|,$$ and reciprocally by $x = r\gamma$.
Then we have: $$\int_{\mathbb{R}^{d}}f(x)dx = \int_{S^{d-1}} \left( \int_{0}^{\infty}f(r\gamma)r^{d-1}dr \right) d\sigma(\gamma).$$
The proof of this formula using the Fubini's theorem. However, I can't understand that the relationship between those measure spaces. And I was so confused by this equation: $$\mu_{1}(E) = \int_{E}r^{d-1}dr.$$
Besides, I also want to know about the integral formula for the general case. Is there a universal steps to construct the integral formula with respect to the Jacobi in the Reimann integral.