Deer will yard up in large areas of heavy cover during a severe winter. Will they go 50 miles?, I doubt it. Will they go 5 miles? probably. But they will be back in their summer and fall quarters next spring. My hunting area is largely devoid of deer in the winter, but they are always back in spring.