It's not that. Many of these thing have no native predators on the north American continent,and easily out compete local organisms.

When it comes to things like soil bacteria and root fungus, it is even more pronounced. You can loose thousands of acres of monoculture tree to pathogens that they have evolutionary exposure to and we're not previously present in the area.