Standard Farm
Best beginner choice
Best for
crops, animals, sprinklers, buildings, and learning the game without layout pressure
Drawback
No special gimmick, so it can feel plain later.
Standard Farm is the map I recommend for most first saves. It gives you space before you know what you want. That matters more than a small themed bonus, because beginners change plans constantly.