An understanding of the causes of genotype x environment (GE) interaction c
an help identify traits that contribute to better cultivar performance and
environments that facilitate cultivar evaluation. Through subjecting enviro
nment-centered yield of a multi-environment trial data to singular value de
composition, the portion of yield variation that is relevant to cultivar ev
aluation is partitioned into noncrossover and crossover GE interaction, qua
ntified by the first two principal components (PC), respectively. Each PC i
s a set of genotypic scores multiplied by a set of environmental scores. By
relating the PC scores to genotypic and environmental covariates, GE inter
action represented by each PC can be interpreted in terms of trait X factor
interactions. This strategy was employed in analysis of the 1992 to 1998 O
ntario winter wheat (Triticum aestivum L,) performance trial data, Results
indicated that plant height and maturity were the major genotypic causes of
GE interaction, whereas cold temperature in the winter and hot temperature
in the summer were the major environmental causes of GE interaction. Posit
ive interactions were found between earlier maturity vs, warmer winters or
hotter summers, and between shorter plant height vs, warmer winters or cool
er summers. In addition, better resistance to septoria lear blotch (caused
by Septoria secalis Frill, & Delacr,) was frequently associated with overal
l performance. The results of this study should help in determining breedin
g objectives and Tor selecting test sites or environments Tor winter wheat
breeding in Ontario.