4.2 Jacobian

A useful quality characterizing coordinate transformation is the Jacobian determinant (or simply called Jacobian), which, for the transformation in Eq. (76), is defined by

    |           |
    || ∂∂xx-∂∂xx- ∂∂xx-||
𝒥 = || ∂1y-∂y2 ∂3y-||,
    || ∂x∂1z-∂∂xz2 ∂x∂3z-||
      ∂x1 ∂x2 ∂x3
(77)

which can also be written as

     ∂r    ∂r   ∂r
𝒥 =  ∂x-× ∂x--⋅∂x--.
       1     2   3
(78)

It is easy to prove that the Jacobian 𝒥 in Eq. (78) can also be written (the derivation is given in my notes on Jacobian)

                    −1
𝒥  = (∇x1 × ∇x2 ⋅∇x3 ) .
(79)

Conventionally, the Jacobian of the transformation from the Cartesian coordinates to a particular coordinate system σ is called the Jacobian of σ, without explitly mentioning that this transformation is with respect to the Cartesian coordinates.

Using the defintion in Eq. (77), the Jacobian 𝒥 of the Cartesian coordinates can be calculated, yielding 1. Likewise, the Jacobian of the cylindrical coordinates (R,ϕ,Z) can be calculated as follows:

    |        |  |                    |
    ||∂∂xR-∂∂xϕ ∂∂xZ||  || ∂R∂cRosϕ-∂Rc∂oϕsϕ ∂R∂cZosϕ-||
𝒥 = ||∂y-∂y ∂y||= || ∂Rsinϕ-∂R-sinϕ ∂Rsinϕ-||
    ||∂∂Rz-∂∂ϕz ∂∂Zz||  ||  ∂∂RZ-    ∂∂ϕZ-   ∂∂ZZ-  ||
    |∂R ∂ϕ ∂Z     |∂R     ∂ϕ    ∂Z
    ||cosϕ − R sinϕ 0||
  = ||sinϕ  R cos ϕ 0||= R
    | 0     0    1|
If the Jacobian of a coordinate system is greater than zero, it is called a right-handed coordinate system. Otherwise it is called a left-handed system.