From the definition of a contravariant vector (contravariant tensor of rank 1)
we get the transformation matrix from the partial derivatives
In order to calculate the transformation matrix, we need the equations relating the two coordinates
systems. For cartesian to polar, we have
and for polar to cartesian
So if we designate (x,y) as the bar coordinates, then the transformation components from polar
coordinates (r,𝜃) to cartesian coordinates (x,y) is calculted as
The components from cartesian coordinates to polar coordinates transform the same way, but now
the polar coordinates have the bar
In summary, the components of contravariant vectors in cartesian coordinates and polar
coordinates transform between each other according to