Impact Factor 4.106 | CiteScore 4.47
More on impact ›

Original Research ARTICLE Provisionally accepted The full-text will be published soon. Notify me

Front. Plant Sci. | doi: 10.3389/fpls.2019.01295

Temporal dynamics and the contribution of plant organs in a phenotypically diverse population of high-yielding winter wheat: Evaluating concepts for disentangling yield formation and nitrogen use efficiency

  • 1Technical University of Munich, Germany
  • 2Weihenstephan Science Center for Food, Land Use and Environment, Technical University of Munich, Germany

Enhancing crop nitrogen use efficiency (NUE) is a key requirement for both economic and ecological reasons. Consequently, the genotypic potential for NUE in winter wheat (Triticum aestivum L.) requires further exploitation. Emerging plant phenomic techniques may provide knowledge about traits contributing to grain N uptake (GNup) and grain yield (GY). However, the understanding of beneficial strategies concerning the temporal dynamics of NUE and grain yield formation and the role of plant organs is still scarce especially under high-yielding European conditions – particularly to discriminate interesting lines in the breeding process. Thus, screening for potentially useful NUE traits in terms of variation, stability and contribution to target traits will be an essential prerequisite for the development of efficient phenotyping strategies. Therefore, forty-six NUE and yield formation traits were assessed in a population of 75 breeding lines over three years from 2015 to 2017 in southern Germany, including dry matter (DM), N concentration and N uptake at anthesis and maturity, both at the aboveground-plant and plant organ levels. Significant genotype and genotype*environment effects were observed for all traits. While GY was more related to post-anthesis assimilation, also DM translocation contributed substantially to GY by 31-44%. At maturity, total aboveground DM as opposed to harvest index predominantly determined GY. NUE for GY was better described by N uptake efficiency than by N utilization efficiency. GNup was greatly influenced by variation in GY, but not in grain N concentration, and by total N uptake and not the N harvest index. Post-anthesis N uptake highly depended on the year and was low in comparison to N translocation. However, post-anthesis N uptake was always correlated with GNup, suggesting the need to also consider stay-green strategies under temperate growing conditions. While anthesis traits were only moderately descriptive, GY will be enhanced by increasing total biomass and the N uptake efficiency. Similarly, targeting total N uptake, particularly at post-anthesis, seems to be a rewarding strategy to boost GNup. Thus, high-throughput phenotyping should be targeted rather towards detecting traits related to DM and Nup acquisition than to the internal allocation and rather to post-anthesis than to anthesis traits.

Keywords: Yield physiology, Breeding traits, early phenotyping, Nitrogen translocation, Phenomics, phenotyping strategy, Nitrogen allocation and partitioning, selection, Yield prediction

Received: 06 May 2019; Accepted: 18 Sep 2019.

Copyright: © 2019 Prey, Hu and Schmidhalter. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Prof. Urs Schmidhalter, Technical University of Munich, Munich, Germany, schmidhalter@wzw.tum.de