In the first Thor movie we see Odin on Sleipnir. Loki, Thor, Lady Sif and the warriors three riding horses. He even went so far as to ask the cashier at the pet store for a horse (comic relief). But after that in the 2nd and 3rd movies we only see spaceships. Why is that?