Analysis of variance showed that environment was the most important source of variation for K, S, Ca, Fe, Mn and Zn, explaining between 44 and 78% of the total variation and G ?? E explained between 20 and 40% of the total variation in all the minerals, except for S and Zn where its effect accounted for less than 16%.