> This is a detailed study performed by experts. Do you believe they would overlook such obvious explanation?

Yes, they could have possibly overlooked things that appear to be obvious in retrospect. Happens all the time because it may or not have been the focus of the paper, or the time constraints may have not permitted this level of research. This is why we usually have multiple papers, each building on each other over time, on the same data sets/topics.