Monitoring surface temperatures does not give us an accurate enough representation of human-induced global warming. As long as we lack a clear understanding of the relationship between our cumulative greenhouse-gas emissions and the temperature of the earth, it will remain difficult to assess the potential for damage related to climate change caused by humans – or develop the right strategies to minimize it.