I moved from by the Richmond airport to Spotsylvania County in 2017 thinking I would see a lot more snow. Since then have seen a lot of these types of southern sliders. It gets frustrating.
Just south of Fredericksburg here. We sometimes miss these but usually are in a good spot. Just far south enough to get the moisture and just far north enough to get all snow.