If SDL2 application should support rotation it is necessary to add the following line to AndroidManifest.xml activity:
The XML will look like this:
The rotation of the application now works without problem:
Thanks to José Luis Pereira for the hint how to solve the issue.
The source code of the sample SDL2 application is stored at GitHub.