Crop yield is routinely derived from meteorological variables, most prominently temperature. The primary source of water for plant growth (soil moisture) is, however, neglected. This study investigates the predictability of maize yield by using either soil moisture or meteorological variables in Germany. Soil moisture effects dominate those of temperature and are time dependent. For example, comparatively wet conditions in August reduce crop yield, while dry conditions in May increase yield.