You should use the "Clone stamp" tool for this, (Shortcut key: L).
In order to use the clone stamp, you must first choose an area to copy from by clicking an area of the image while pressing the Ctrl key. You may choose a new source area at any time by doing this again.
If you want something more precise, install Gimp and use the Healing tool.