"It's little more than a strip asphalt, and gets very little traffic."

That does not change the fact that drones are an aviation hazard and that there are rules about their uses in the vicinity of airports of any kind.  I don't know what they are.  Do you you?

And as we were just reminded, there is some private property in the area, and you can't enter private air space without permission.