球面座標
球座標の定義です。
\[
\begin{align}
x&=r\sin\theta\cos\phi\\
y&=r\sin\theta\sin\phi\\
z&=r\cos\theta
\end{align}
\]
つまり
\[
\begin{align}
r&=\sqrt{x^2+y^2+z^2}\\
\theta&=\arctan\frac{\sqrt{x^2+y^2}}{z}\\
\phi&=\arctan\frac{y}{x}\\
\end{align}
\]
ヤコビアンは
\[
\begin{align}
J&=
\left|\begin{array}{rr}
\frac{\partial{x}}{\partial r} & \frac{\partial{x}}{\partial\theta} & \frac{\partial{x}}{\partial\phi}\\
\frac{\partial{y}}{\partial r} & \frac{\partial{y}}{\partial\theta} & \frac{\partial{y}}{\partial\phi}\\
\frac{\partial{z}}{\partial r} & \frac{\partial{z}}{\partial\theta}& \frac{\partial{z}}{\partial\phi}
\end{array}\right|\\
&=
\left|\begin{array}{rr}
\sin\theta\cos\phi&r\cos\theta\cos\phi&-r\sin\theta\sin\phi\\
\sin\theta\sin\phi&r\cos\theta\sin\phi&r\sin\theta\cos\phi\\
\cos\theta&-r\sin\theta&0
\end{array}\right|\\
&=\cos\theta
\left|\begin{array}{rr}
r\cos\theta\cos\phi & -r\sin\theta\sin\phi\\
r\cos\theta\sin\phi&r\sin\theta\cos\phi\\
\end{array}\right| \\
&+r\sin\theta
\left|\begin{array}{rr}
\sin\theta\cos\phi&-r\sin\theta\sin\phi\\
\sin\theta\sin\phi&r\sin\theta\cos\phi\\
\end{array}\right| \\
&=\cos\theta(r^2\sin\theta\cos\theta\cos^2\phi+r^2\sin\theta\cos\theta\sin^2\phi)\\
&\ \ \ +r\sin\theta(r\sin^2\theta\cos^2\phi+r\sin^2\theta\sin^2\phi)\\
&=\cos\theta\cdot r^2\sin\theta\cos\theta\\
&\ \ \ +r\sin\theta\cdot r\sin^2\theta\\
&=r^2\sin\theta\cos^2\theta+r^2\sin^3\theta\\
&=r^2\sin\theta
\end{align}
\]
なので
\[
dxdydz=r^2\sin\theta\ dr d\theta d\phi
\]
単位ベクトルは
\[
\begin{align}
\hat r&=\sin\theta\cos\phi\ \hat x +\sin\theta\sin\phi\ \hat y+\cos\theta\ \hat z \\
\hat\theta&=\cos\theta\cos\phi\ \hat x +\cos\theta\cos\phi\ \hat y-\sin\theta\ \hat z\\
\hat\phi&=-\sin\theta\sin\phi\ \hat x +\sin\theta\cos\phi\ \hat y
\end{align}
\]
逆行列をとって
\[
\begin{align}
\hat x&=\sin\theta\cos\phi\ \hat r +\cos\theta\sin\phi\ \hat\theta -\sin\phi\ \hat\phi \\
\hat y&=\sin\theta\sin\phi\ \hat r +\cos\theta\sin\phi\ \hat\theta+\cos\phi\ \hat\phi\\
\hat z&=\cos\theta\ \hat r - \sin\theta\ \hat\theta
\end{align}
\]