The genetic and cultural connection between Scotland and The South is well established. Here is a rather comprehensive article on the subject that was prompted by the creation of a Southern Memorial tartan.
My own opinion is that the Scottish – Southern connection has been overblown by some folks. It definitely exists, but the influence is rather minor.
NOTE – This web site, “Temple of Democracy” is a rabidly anti-Southern organization.