When we write an article about a specific topic, we want to exemplify what we try to explain. In this case, we add a picture in that article.
When mentioning this picture, which one is true?
- Explanation, as illustrated in figure 1.
- Explanation, as illustrated by figure 1.
The first sentence seems to me more appropriate, but I am not sure.