You came away with some very nice keepers....did you rent a lens for the trip?
I think low contrast and low light situations definitely affect autofocus capability. Any atmospheric disturbance does too such as heat waves. Mist and fog really make it tough to get razor sharp images.
PS I went out at sunset tonight and found some Killdeer....have to process them and then I will post.