Sand and colleagues used a numerical simulator of Earth's atmosphere and ocean to compare the effects on climate of artificially large increases in the emission of carbon dioxide and black carbon. They find that, although the increases were designed to exert similar perturbations in Earth's energy budget (the net flow of incoming and outgoing energy), changes in the planet's surface temperature and rainfall are considerably weaker in the simulation with elevated concentrations of black carbon.