Why does incompressibility imply zero material derivative

fluid dynamicsphysics

My course notes define

The material or substantive derivative, $$\frac{D}{Dt}=\frac{\partial}{\partial t}+\textbf{u}\cdot\nabla,$$ where u is the fluid velocity

then add,

In very many circumstances of interest […] the fluid is effectively incompressible […] As the piece of fluid moves this means $D\rho/Dt=0$.

I'm trying to understand this. Suppose $$0=\frac{D\rho}{Dt}=\frac{\partial\rho}{\partial t}+\textbf{u}\cdot\nabla\rho;$$ then
$$\frac{\partial\rho}{\partial t}=-\textbf{u}\cdot\nabla\rho.\tag{$\ast$}$$

I read $(\ast)$ as saying that any increase-over-time in density (positive $\partial\rho/\partial t$) is entirely accounted for by the movement of the piece of fluid down the spatial gradient of the density scalar field (negative $\textbf{u}\cdot\nabla\rho$), i.e. in the direction of lower density. But that seems like the opposite of what I would expect. What's gone wrong?

Best Answer

Let's linearize the problem to get to the heart of it. (This is the same as analyzing the motion of the fluid along a very small timescale and very small length scale.)

For convenience center the timescale about $t=0$ and the length scale about $\mathbf{x}=0$.

Then: $$ \rho(\mathbf{x}, t) = \rho(0, 0) + \nabla\rho\cdot (\mathbf{x} - t\mathbf{u}) $$

Why the minus sign? Because the density at position $\mathbf{x}$, time $t$ is carried forward from the density at position $\mathbf{x} - t\mathbf{u}$, time $0$.

In some sense, it may be messing with your intuition because we're used to derivatives as "final minus initial" but in this case the derivative is actually "in minus out", ie "upstream minus downstream".