What will be the ecological consequences of rapid climatic change? What rate of exploitation of deep sea fish stocks is sustainable? Can we predict the dynamics of epidemic diseases such as AIDS? Where should we direct our conservation efforts in the face of the accelerating rate of loss of biodiversity? A fundamental issue in our attempts to answer these and other questions, is whether we can make ecological predictions at a scale appropriate to the pressing environmental problems that need to be addressed.