To address tree–soil–crop interactions in the Sahel, we examined the growth-limiting factors (water, light and mineral nutrients) of Sorghum bicolor growing under trees in agroforestry parklands of Burkina Faso. Growth and yields of sorghum were measured after (1) pruning crowns of Vitellaria paradoxa and Parkia biglobosa trees, and (2) applying mineral fertilizers (nitrogen and/or phosphorus) and supplemental irrigation during normal wet cropping seasons in 2007 and 2008. Irrigation treatments led to non-significant 29% and 23% gains in grain and dry matter yields (from control values of 455 and 1,140 kg ha− 1), respectively. The fertilizer showed variable but in general significant increases in grain and straw yields and more consistently in the height of sorghum plants. The crown pruning increased the values of these variables much more strongly, by 520% and 348%(from control, no …