Minimal atmospheric finite-mode models preserving symmetry and generalized Hamiltonian structures

► Practical use of geometric properties in spectral modeling is suggested. ► Geometric properties of Lorenz models are investigated. ► An extended Lorenz-1963 model is proposed.