Objectives of this study were to develop a CROPGRO model to estimate soybean yield cultivars in Southern Borgou and the cotton zone of the Centre in Benin and evaluate the influence of climate change on soybean yield in Southern Borgou and the cotton zone of the Centre under fertilizer application.