2.3.2. Derivation of the material derivative.
Solution.
This is the chain rule. Denote the three components of \(\bx = (x_1, x_2, x_3)\text{.}\) Then we differentiate through both outer arguments of \(f\text{:}\)
\begin{align*}
\pd{f(\bx(\bX, t), t)}{t}\biggr\rvert_{\bX} &= \pd{f}{t}\biggr\rvert_{\bx} +
\sum_{i=1}^3 \pd{x_i(\bX, t)}{t}\biggr\rvert_{\bX} \pd{f}{x_i}
\end{align*}
The factor,
\begin{equation*}
\pd{x_i}{t}\biggr\rvert_{\bX} = \dd{x_i}{t} \equiv u_i,
\end{equation*}
corresponds to the velocity component in each direction. Then
\begin{equation*}
\pd{f(\bx(\bX, t),
t)}{t}\biggr\rvert_{\bX} = \pd{f}{t} + \bu \cdot \nabla f,
\end{equation*}
as desired.



