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Theorem
The spherical coordinate system is orthonormal.
Proof
In spherical coordinates  
\[(r, \theta , \phi)\]
  we can write
\[x= r sin \theta cos \phi\]

\[y= r sin \theta sin \phi\]

\[z=r cos \theta\]

Hence  
\[\mathbf{r}= r sin \theta cos \phi \mathbf{i} + r sin \theta sin \phi\mathbf{j} + r cos \theta \mathbf{k}\]

Then  
\[\frac{\partial \mathbf{r}}{\partial r}= sin \theta cos \phi \mathbf{i} + sin \theta sin \phi\mathbf{j} + cos \theta \mathbf{k}\]

\[\frac{\partial \mathbf{r}}{\partial \theta}= r cos \theta cos \phi \mathbf{i} + r cos \theta sin \phi\mathbf{j} - r sin \theta \mathbf{k}\]

\[\frac{\partial \mathbf{r}}{\partial \phi}= -r sin \theta sin \phi \mathbf{i} + r sin \theta cos \phi\mathbf{j} \]

\[\begin{equation} \begin{aligned} \mathbf{e_1} &= \frac{ \partial \mathbf{r} / \partial r}{| \partial \mathbf{r} / \partial r} = \frac{sin \theta cos \phi \mathbf{i} + sin \theta sin \phi\mathbf{j} + cos \theta \mathbf{k}}{ \sqrt{sin^2 \theta cos^2 \phi + sin^2 \theta sin^2 \phi + cos^2 \theta}} \\ &= sin \theta cos \phi \mathbf{i} + sin \theta sin \phi\mathbf{j} + cos \theta \mathbf{k} \end{aligned} \end{equation}\]

\[\begin{equation} \begin{aligned} \mathbf{e_2} &= \frac{ \partial \mathbf{r} / \partial \theta}{| \partial \mathbf{r} / \partial \theta}= \frac{r cos \theta cos \phi \mathbf{i} + r cos \theta sin \phi\mathbf{j} - r sin \theta \mathbf{k}}{ \sqrt{r^2 cos^2 \theta cos^2 \phi+ r^2 cos^2 \theta sin^2 \phi + sin^2 \theta}} \\ &= - r cos \theta cos \phi \mathbf{i} + r cos \theta sin \phi\mathbf{j} - r sin \theta \mathbf{k} \end{aligned} \end{equation}\]

\[\mathbf{e_3} = \frac{ \partial \mathbf{r} / \partial z}{| \partial \mathbf{r} / \partial z |}= \frac{-r sin \theta sin \phi \mathbf{i} + r sin \theta cos \phi \mathbf{j}}{r sin \theta} = - sin \phi \mathbf{i} + cos \phi \mathbf{j} \]

Then  
\[\mathbf{e_1} \cdot \mathbf{e_1} = \mathbf{e_2} \cdot \mathbf{e_2} = \mathbf{e_3} \cdot \mathbf{e_3}=1\]

and  
\[\mathbf{e_1} \cdot \mathbf{e_2} = \mathbf{e_1} \cdot \mathbf{e_3} = \mathbf{e_2} \cdot \mathbf{e_3}=\mathbf{e_2} \cdot \mathbf{e_1} = \mathbf{e_3} \cdot \mathbf{e_1} = \mathbf{e_3} \cdot \mathbf{e_2}=0\]