There is a lot of information here, but we are talking about lighter skin, which was after the LGM.
Feel free to replace:
As Siberia was only populated
With
As Siberia was only **re-**populated
But note that while I also tried to avoid low coverage claims, Motala 1 suggests there was no bottle neck during the LGM. The oldest known pioneer settlements of central and northern Scandinavia 11,500 BP, and as I mentioned before the eye color probably originated way before then but we don’t know. The diversity of the limited coverage we have on some individuals from Motala, where we do have light skin demonstrated simply counters the bottleneck claim if one wants to choose to accept small percentages of small percentages of DNA.
Ust’-Ishim has amazing high coverage, an despite him not being considered a European ancestor I have 800.5 cM > 1 cM with the largest of 4.9 cM. Which sounds exciting until you realize that the DNA they have for him is very comprehensive compared to even newer samples and my autosomal test probably chose some markers to look at based on his DNA.
The reality is that humans are extremely closely related, so outside of tracking novel combinations from inbreeding populations we can’t make
Novel SNPs are challenging due to low coverage to make absolute claims, and part of the reason these connections seem to change options is that, due to the lack of evidence researchers have to make assumptions or may be subject to biases.
You will notice if you search for “coverage” in this above cited paper and look at the text you will see that they are using ~5million base pairs with differing coverage and this is about 17% of the total genome.
Unfortunately the speculative nature of this isn’t captured in pop-science stories. Trying to describe functions of selection and drift it would require an entire set of volumes to cover all bits of data and so I do have to simplify, especially as today speculative claims are the best we have and are considered more concrete than they would be under normal scientific rigor.
What we don’t have is evidence of Paleolithic samples with light skin in Europe yet, and we think it wasn’t common or a majority until probably the iron age. The challenges and grow when someone wants to claim it was a selected for trait because the archeological evidence doesn’t really support that with any firm stance so one has to layer on top of challenging DNA data.
The reality is that selection, drift and migrations don’t happen in a vacuum in the actual world, so it is also almost certainly a mix of all three. Science is trying to find patterns in fuzzy lines with limited data and this always results in changing and conflicting theories.
The story that is arising is far more movements and that lactase persistence did arrive well after the rise of farming, and that cheese was used and would have provided Vitamin D for adults even if there was a slight advantage for adults being able to directly drink milk.
While not perfect blubber and eggs (char) would have been more useful in Sweden in post-glacial times for Vitamin D. Remember Stockholm is at almost 60 degrees and it would have been cold and they would have been wearing clothes. Without evidence of light skinned individuals to the south at the same time period the theory has issues because the populations most in need of it, more southern farmers, didn’t show a large portion of the population having the trait until later.
Obviously I am putting more faith in the math models but that is due to the limited archeological and genetic evidence. For light skin this tends to indicate that genetic drift is a better fit for the primary driver for fixation.