The dataset contains experimental data on cereal-legume intercropping from four sites in West Africa (two sites in Senegal, Mali and Burkina Faso) for crop modelling calibration and use. The dataset contains observed data on sorghum, millet, and cowpea in sole crop and intercrops, soil properties and observed soil water content, management data and weather data. Microsoft Excel, 2021