The geography here is such that we are in a basin.
The NWS website does have coverage maps that show the signal strength at various locations, the signal strength is weak in every direction. I do not have the link but I am sure someone could post it.
Adding a roof top antenna is the solution, the problem is very very few people choose to do so.