I think other similar research has mostly determined that it’s about alertness more than geography. You happen to be particularly alert when walking.

That being said, teachers used to tell me it was important to take tests in the same seat you sat in to learn the material. Even switching something as simple as your vantage point would change access to the memories. It’s all pretty complicated stuff!