Don't understand material derivative and and advective derivative

In summary: One is the change in the variable itself, and the other is the change in something that affects the first variable. In this case, the change in the variable is the fluid particle's motion (\textbf{x}), and the change in the something that affects the first variable is the fluid's pressure (\textbf{P}). So, the total/material derivative is the sum of two terms: one for the change in the variable itself, and one for the change in the something that affects the first variable.
  • #1
cks
165
0
Langrangian description: one essentially follows the history of individual fluid particles
(I understand this, it's like tracking a particle and find its position x=x(c,t) where c is the initial position at time t=0. ) So, an equation that gives the position of a particle in terms of its initial position and time t can be said the be described in Langrangian coordinate)

Eulerian description: one concentrates on what happens at a spatial point x.
(I also understand this, my teacher said it's like setting a fixed volume, and describe what happens inside this volume) (For example, maybe, the temperature at a point x, the pressure at a point x)

I can understand what are the meanings of the two explanatinos in the parentheses. but, I don't really understand how the Eulerian description in the following equation!

Here is the material derivative of following a fluid element

DF/Dt = delF/delt + v . grad (F)

where F is the physical property of the system.

The book says that DF/Dt is the material derivative, and delF/delt is the advective derivative(which I think is Eulerian description) , I don't understand why the books say so? It's not so intuitive to me.
 
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  • #2
I believe it may help you understand the material time derivative and spatial time derivative.

The material time derivative of the spatial field is in the following by use of the chain rule.

[tex]
\frac{Df\left(\textbf{x},t\right)}{Dt}
[/tex]
[tex]
=\frac{Df\left(\textbf{x}\left(\textbf{X},t\right),t\right)}{Dt}
[/tex]
[tex]
=\left.\frac{\partial f\left(\textbf{x}\left(\textbf{X},t\right),t\right)}{\partial t}}\right|_{\textbf{x}}
+\left.\frac{\partial f\left(\textbf{x}\left(\textbf{X},t\right),t\right)}{\partial \textbf{x}}}\right|_{t}
\cdot\left.\frac{\partial \textbf{x}\left(\textbf{X},t\right)}{\partial t}}\right|_{\textbf{X}=\textbf{x}^{-1}\left(\textbf{x},t\right)}
[/tex]

where

[tex]
\textbf{X}
[/tex]
:initial water particle position

[tex]
\textbf{x}
[/tex]
:water particle position at time t

[tex]
\textbf{x}=\textbf{x}\left(\textbf{X},t\right)
[/tex]
:water particle motion i.e.[tex]\textbf{X}=\textbf{x}\left(\textbf{X},0\right)[/tex]
And the variables followed by the upright bar mean they're fixed when the partial differentiations are conducted.
 
  • #3
I think this would do better in Physics rather than mathematics.
 
  • #4
cks said:
Langrangian description: one essentially follows the history of individual fluid particles
(I understand this, it's like tracking a particle and find its position x=x(c,t) where c is the initial position at time t=0. ) So, an equation that gives the position of a particle in terms of its initial position and time t can be said the be described in Langrangian coordinate)

Eulerian description: one concentrates on what happens at a spatial point x.
(I also understand this, my teacher said it's like setting a fixed volume, and describe what happens inside this volume) (For example, maybe, the temperature at a point x, the pressure at a point x)

I can understand what are the meanings of the two explanatinos in the parentheses. but, I don't really understand how the Eulerian description in the following equation!

Here is the material derivative of following a fluid element

DF/Dt = delF/delt + v . grad (F)

where F is the physical property of the system.

The book says that DF/Dt is the material derivative, and delF/delt is the advective derivative(which I think is Eulerian description) , I don't understand why the books say so? It's not so intuitive to me.

The "material derivative" is called "material", since it measures the acceleration of a MATERIAL (i.e, mass) particle.
Remember that Newton's second law of motion concerns the relation of forces and acceleration of mass particles,; an abstract concept like a "velocity field" is NOT a material particle, and hence, the relations between a velocity field and forces acting upon particles within that field is rather subtle.

As for "advective derivative", I confess I haven't heard that termn, but it is probably correct, since the other term is called the "convective derivative".

The "advective derivative", or "local derivative" as I like to call it, measures the rate of change of the velocity field AT A FIXED SPATIAL POINT.
Thus, it does NOT, over time measure the acceleration of a single particle, rather, it measures the relative velocity difference between different mass particles that happen to stray into that point at different times (relative, that is, to the time interval between their habitation there).
 
  • #5
HallsofIvy said:
I think this would do better in Physics rather than mathematics.

Agreed. Moved to general physics.
 
  • #6
cks said:
Langrangian description: one essentially follows the history of individual fluid particles

<snip>
Eulerian description: one concentrates on what happens at a spatial point x.
<snip>
I can understand what are the meanings of the two explanatinos in the parentheses. but, I don't really understand how the Eulerian description in the following equation!

Here is the material derivative of following a fluid element

DF/Dt = delF/delt + v . grad (F)

where F is the physical property of the system.

The book says that DF/Dt is the material derivative, and delF/delt is the advective derivative(which I think is Eulerian description) , I don't understand why the books say so? It's not so intuitive to me.

There's a few concepts here. First, the difference between the Eulerian and Lagrangian points of view. Second, the meaning of the material derivative, advected derivative, etc.

The second point: The total/material derivative D/Dt = [itex]\frac{\partial}{\partial t} + v\bullet\nabla[/itex]. Physically, this means the amount of change in a variable comes from two possible sources- a temporal change and a spatial change. For example, D(the weather)/Dt = [itex]\frac{\partial (the weather)}{\partial t} + v\bullet\nabla (the weather)[/itex]. This means the weather can change in two ways: either I can sit still and the weather changes ([itex]\frac{\partial (the weather)}{\partial t}[/itex]), or I can get on an airplane and fly someplace with different weather ([itex]v\bullet\nabla (the weather)[/itex]).

There's more complex ways to define a total derivative as well- upper and lower convected derivatives. Those appear in Maxwell constitutive realtionships (Oldroyd models) and involve rotations as well.

The first point: There are two equivalent ways of picturing continuum mechanics, one in which a coordinate system is identified with and moves/deforms with a chosen region, or one where the coordinate system is static and volumes/points move through the coordinates. The two are related via the total derivative, because the Eulerian coordinates are allowed to both move and deform (stretch/shear).

Does that help?
 
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1. What is the difference between material derivative and advective derivative?

The material derivative is a mathematical concept in fluid mechanics that describes the change of a physical quantity in a moving fluid parcel over time. It takes into account both the local change of the quantity and the change due to the movement of the parcel itself. The advective derivative, on the other hand, only considers the change of the quantity due to the movement of the parcel and ignores the local change. In simple terms, the material derivative is the total change while the advective derivative is only the change due to advection.

2. How are material derivative and advective derivative related?

The material derivative can be decomposed into the advective derivative and the local derivative, which represents the change due to processes like diffusion or production. This relationship is known as the Reynolds transport theorem and is a fundamental concept in fluid mechanics.

3. What are some applications of material derivative and advective derivative?

The material derivative and advective derivative are commonly used in the study of fluid dynamics, particularly in the analysis of fluid motion and flow. They are also important in atmospheric sciences, oceanography, and other fields that involve the movement of fluids.

4. How are material derivative and advective derivative calculated?

The material derivative is calculated using the Eulerian approach, where the derivative is taken at a fixed point in space. The advective derivative, on the other hand, is calculated using the Lagrangian approach, where the derivative is taken along a fluid particle's path. In both cases, the derivative is calculated using the chain rule of calculus.

5. Can you provide an example of how material derivative and advective derivative are used in real-world situations?

One example of the use of material derivative and advective derivative is in weather forecasting. The material derivative allows meteorologists to track and predict the movement of air parcels, which is crucial in understanding and predicting weather patterns. The advective derivative is also used to study ocean currents, which can impact marine life and affect shipping and navigation.

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