See page three, table 1 of the paper. The model has 48 2D fields, on a grid, where the grid is a spherical thing wrapped around the surface of the Earth.
There is not what I would call a 3D spherical coordinate system. There’s no field f defined as f(theta, phi, r) — ther are 48 fields that are functions of theta and phi.