There is a GMT package available for Kubuntu (I think it’s in the universe respository). It’s 3.4.4 but it will do for home. I installed 4.1.1 on my work SuSE machine just using the install_gmt form and pretty generic params. This is avalable through the official GMT homepage. Just go to the download section.