Scientists make observations and develop their explanations using inference, imagination and creativity. Often they use models to help other scientists understand their theories. The phosphorus cycle diagram is an example of an explanatory model. Diagrams demonstrate the creativity required by scientists to use their observations to develop models and to communicate their explanations to others