This link jumps into books that give children a chance to explore spatial reasoning. Over and under, going that direction or going the other direction, mapping, perspective. There are plenty of ways to get young children to think dynamically about the mathematical world around them. And when using picture books to support math and spatial thinking, teachers and parents can entice children with creative storytelling.
Common Core Alignment