The question that the scientist can answer with his experiment is:
**D. Does increased activity lead to a higher volume of carbon dioxide produced?**
This is because the experiment specifically examines the effects of different levels of physical activity (running, walking, and resting) on the volume of gases produced, including carbon dioxide, over a set period of time. Options A, B, and C do not align directly with the experiment's focus on measuring gases produced during varying activities.