I am simulating the evolution of a liquid film through the solution of a 4th order nonlinear partial differential equations.
Of late, I began experimenting with DFT of the result that I have.
My initial film profile looks like this:
And it's DFT looks like this:
A close-up of the DFT reveals that I have a DC value and there are 2 wiggles in X and 2 wiggles in the Y direction and that these are the major frequencies:
However, plotting this as a line plot shows:
What is the spike at the corner? I guess it is the matrix plot from before but why the spike?
Now, at a later stage, my film rupture and looks such as this:
And the DFT and the line plots look like:
So does this DFT show that "other" frequencies are now involved? And What is with the second spike in the right corner of my line plot?
independent of the symmetry in your data you will have symmetry in DFT domain. Yes it means your data has mostly low frequencies but once again. You can plot it in many different grids of 2D DFT and can catch some different frequencies in $1D$. Meanwhile your $2D$ plot doest look like so nice. There should be another way to plot it in a better way. Just create a random matrix using the command randn $(500,500)$ and compare its DFT with your data. I think your data is smooth and doesnt have various frequencies as it seems also periodic as well.