Based on the cotton biology in connection with conventional observations of a number of varieties and more than one site, a model including temperature and varieties is established for the growth periods. Evidence shows that the model can better indicate the effect of temperature on the development of different varieties of the crop, providing useful scientific basis for farmers in their field management.