Yes you can download the image and reinstall - wipes all the data every time you change OS of course and, as always, mucking around like this has a very small chance of bricking the device.
You can chroot ubuntu instead but from all reports it runs so slow it'is practically useless - running it (or KDE) natively seems the only to get it working properly.
EDIT:
vid of KDE plasma running on it