Two-dimensional shallow water equations with uneven bottom and a Coriolis parameter f=f0+βy, (β ≠ 0) in mass Lagrangian coordinates are studied in this paper. The equations describing these flows are reduced to two Euler–Lagrange equations. The paper provides a complete group classification of the equations and applications of Noether’s theorem for constructing conservation laws.