Might a serial founder effect during the peopling of Eurasia result in low genetic diversity and the fact that diversity increases the closer you get to Africa?

Might a serial founder effect during the peopling of Eurasia result in low genetic diversity and the fact that diversity increases the closer you get to Africa? Is there a way to distinguish low diversity due to a serial founder effect and a bottleneck cause by a natural catastrophe?