I'm from Pennsylvania. Culling all the deer would be like culling all the rats or pigeons in New York. It's not a possibility.
And it's not just deer. Many other mammal species can also catch and transmit SARS-CoV-2.
Or we could vaccinate the deer and let the natural selection act over the Qmamon crew, of course. Even the big birds are vaccinated (and Colbert is a genius).