To take a screenshot of a Linux desktop over SSH; firstly you must set the DISPLAY environment variable.
homer@deusexmachina ~ $ export DISPLAY=:0
Then use scrot to capture a screenshot of the desktop to a file.
homer@deusexmachina ~ $ scrot :0 my.jpeg
Since I am using my Windows Server 2012 laptop to connect to my Linux machine over a proxy, I installed the WinSCP application and this allows me to upload and download to my files over an SFTP connection. This provides a simple two-pane display of the local machine and remote directories.
Download this application here: http://winscp.net/eng/index.php. If you have sessions saved in Putty, these can be imported into WinSCP.
Here is how to retrieve the file using sftp.
Administrator@WIN-EM8GK0ROU41 ~ $ scp -P 443 email@example.com:/home/homer/my.jpeg /home/Administrator/ LMDE MATE Editionhomer@192.168.1.67's password: my.jpeg
This is an easy way to take a screenshot of the Linux desktop and copy it to your local machine, either Windows or Linux.
And this is the screenshot that I was able to retrieve from my Linux machine to a Windows laptop. Purely using SSH.