Cartesian coordinates are arguably the standard, but not the only possible option for a Euclidean space.
Another approach, which goes in line with ideas of differential geometry and conformal geometry, is orthogonal coordinates, where coordinate hypersurfaces of different coordinates are orthogonal, although curved.