Our friends at CIAT are putting together a lot of geo-referenced data on farming systems around the world. Check out in particular what they call the Generation Atlas. Below is a screen shot of a detail of the map of the distribution of aluminium toxicity in Africa.
Somebody somewhere is probably working on mashing this up with the germplasm data from SINGER or even the crop wild relatives data from GBIF, a la FIGS.