Two experiments were carried out with two objectives. First, to establ
ish the phenetic relationships among the maize (Zea mays L.) landraces
from Galicia (Northwestern Spain) maintained at the Mision Biologica
de Galicia. Second, to assess the resemblance between a collection of
Spanish populations (including the landraces from Galicia) and a set o
f US Corn Belt varieties. For the first objective 73 varieties from Ga
licia, along with 9 hybrid checks, were grown in 9 x 9 simple lattices
at two locations for two years. For the second objective 131 populati
ons from the US Corn Belt and Spain, along with 9 hybrid checks, were
grown for three years in unreplicated experiments. Cluster analyses we
re carried out with the first principal components that accounted for
a significant amount of the total variation. Four groups were found am
ong the landraces from Galicia. The populations from Spain and America
were classified as belonging to nine main groups. The replicated expe
riment was more accurate than the unreplicated one. However, it is con
cluded that an unreplicated test grown in several environments is accu
rate enough to detect the main groups, although some inaccuracies shou
ld be expected.