Abstract: The yields of cotton have been lower and lower year after year, and not stable in Anhui Province. The cause resulting in this discrepancy has closely relation to the difference in climate condition, except for the artificial factors of the planting system, growth condition. From agro-meteorological angles, the effect of the climate condition in the growing of cotton is analyzed, and the forecast models of cotton yield are created in Anhui Province.