Charles's theory is based on observations he has made about the relationship between rain (and presumably increased humidity) and the difficulty in starting his car and lawnmower. This approach of drawing a general conclusion from specific observations is characteristic of the inductive method.
Therefore, the correct answer is:
D. The inductive method.