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3.16 Euler and Lagrange coordinates             65

                               Lagrange                   Euler
                           a                        z





                                           t                        t
            Figure 3.16. (Left) A Lagrange coordinate system follows the movement of the “particles” of the
            continuum. The particles are therefore at rest in the Lagrange coordinate system. (Right) An Euler
            coordinate system is a fixed reference frame in which the “particles” move.


            and it is normally expressed with reference to an arbitrary position x as

                                    v = v(x, t) = V a(x, t), t .              (3.139)
            As already suggested, we will use an upper-case letter for a property calculated by
            Lagrangian coordinates and the corresponding lower-case letter for the same property
            calculated by Eulerian coordinates. As an example, we have


                         f (x, t) = F a(x, t), t  and  F(a, t) = f x(a, t), t  (3.140)
            where f and F represent the same property of the continuum, like for instance velocity,
            temperature or density. It is important to distinguish between the velocity (or any other
            property) calculated by the Lagrangian coordinates and the Eulerian coordinates, because
            the functions like V and v are different. Both functions are expressions for the same veloc-
            ity, but they take different arguments. The time derivative of a property is different in the
            two coordinate systems. We see from equation (3.140) that
                               ∂F(a, t)  ∂ f (x, t)  ∂ f (x, t) ∂x i (a, t)
                                      =         +                             (3.141)
                                 ∂t        ∂t       ∂x i    ∂t
            because the position x is not a constant of time. The right-hand side of equation (3.141)
            accounts for the fact that we have to move along with the particle in order to measure the
            time rate of change of a property of a specific particle. This derivative is called the material
            derivative or convective derivative and it is often denoted
                               Df (x, t)  ∂ f (x, t)
                                       =         + v(x, t) ·∇ f (x, t).       (3.142)
                                 dt         ∂t
            Notice from equation (3.141) that the material derivative in Eulerian coordinates is the
            partial derivative in Lagrangian coordinates. In the next section we will need the material
            derivative of the Jacobian connecting the Eulerian and Lagrangian coordinate systems. The
            Jacobian is the following determinant:

                                            	 ∂x 1
                                                   ···  ∂x 1
                                            	 ∂a 1     ∂a 3
                                                   ···                        (3.143)


                                    J(a, t) =
                                              ∂x 3     ∂x 3

                                                   ···

                                              ∂a 1     ∂a 3
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