The statement that provides the best explanation of the principles of the Green Revolution is:
"It was a scientific approach to increasing agricultural yields by using mechanization, fertilizers, and irrigation."
This statement accurately reflects the key elements of the Green Revolution, which focused on using advanced agricultural techniques and technologies to boost food production, especially in developing countries.