Regardless of what people are seeing, and whether they are military pilots, civilian pilots, or general bystanders, there is a potential threat. That threat grows as our uncertainties grow. Although based on a noisy, crowd sourced dataset, our results can provide a context for how sighting reports of unidentified objects vary in space, the factors linked to these, and may offer a step towards understanding these threats.

This problem is relevant on many fronts, including anthropological and sociological (i.e., understanding the human/social experience). The stigma given to this area of research, if it is explored scientifically, should be over. We make no hypotheses about what people are seeing, only that they will see more when and where they have opportunity to. The question remains, however, as to what these sighting reports are of. Further examination of regions where the model performs poorly, temporal trends, and reported details of each reported sighting may help further elucidate this.