Will aerobic gains I make in one sport cross over to another?

Yes, in time. Many people ask this question because they feel that their MAF training pace is too slow. Most people see improvement of speed at MAF HR first occurring in cycling, for example, and not running. But over time, running pace quickens too. Training the aerobic system helps improve performance in all human activity—even in thinking.