This talk addresses fundamental questions about the existence and structure of isotropic and anisotropic spherical random fields and the properties of composite transformations of isotropic fields. Using geometric approaches, it introduces a hierarchical structure comprising several classes of anisotropic random fields. We will also provide a geometric and spectral classification of second-order anisotropy on the sphere.