Linking root length and surface area to yield: variety-specific root plasticity in winter wheat across contrasting European environments

Abstract

Understanding the relationship of root traits and crop performance under varying environmental conditions facilitates the exploitation of root characteristics in breeding and variety testing to maintain crop yields under climate change. Therefore, we (i) evaluated differences in root length and surface area between 10 winter wheat varieties grown at 11 sites in Europe covering a large pedoclimatic gradient, (ii) quantified differences in root response to soil, climate, and management conditions between varieties and (iii) evaluated variety-specific relationships of grain yield and root length and surface area under diverse environmental conditions.At each site, we sampled the roots to 1 m soil depth after harvest and determined various root traits by scanning and image analysis. The impacts of soil, climate, and management on roots and yield of the 10 varieties were analysed by means of multivariate mixed models.Root length averaged 1.4 m root pc-1, 5007 m root m-2 soil, and 5300 m root m-2 soil and root surface area 0.039 m2 root pc-1, 40 m2 root m-2 soil, and 43 m2 root m-2 soil in 0.00-0.15 m, 0.15-0.50 m, 0.50-1.00 m soil depth, respectively. The variation in both traits was 10 times higher between sites than varieties, the latter ranging by a factor of 2 within sites. Irrespective of variety, temperature was a major driver of subsoil root traits, suggesting that warmer climates promoted root growth in deeper soil layers. Other soil and climate variables affected root length and/or root surface area of individual varieties, highlighting different degrees of root plasticity. The varieties displayed distinctly different relationships between yield and root traits under varying pedoclimatic conditions, highlighting genetic differences in yield response to environmentally driven root plasticity.These findings suggest that breeding efforts should target flexible root-yield relationships in the subsoil to maintain crop performance under climate change.