A meta-analysis of crop response patterns to nitrogen limitation for improved model representation

PLoS One. 2019 Oct 17;14(10):e0223508. doi: 10.1371/journal.pone.0223508. eCollection 2019.

Abstract

The representation of carbon-nitrogen (N) interactions in global models of the natural or managed land surface remains an important knowledge gap. To improve global process-based models we require a better understanding of how N limitation affects photosynthesis and plant growth. Here we present the findings of a meta-analysis to quantitatively assess the impact of N limitation on source (photosynthate production) versus sink (photosynthate use) activity, based on 77 highly controlled experimental N availability studies on 11 crop species. Using meta-regressions, we find that it can be insufficient to represent N limitation in models merely as inhibiting carbon assimilation, because in crops complete N limitation more strongly influences leaf area expansion (-50%) than photosynthesis (-34%), while leaf starch is accumulating (+83%). Our analysis thus offers support for the hypothesis of sink limitation of photosynthesis and encourages the exploration of more sink-driven crop modelling approaches. We also show that leaf N concentration changes with N availability and that the allocation of N to Rubisco is reduced more strongly compared to other photosynthetic proteins at low N availability. Furthermore, our results suggest that different crop species show generally similar response patterns to N limitation, with the exception of leguminous crops, which respond differently. Our meta-analysis offers lessons for the improved depiction of N limitation in global terrestrial ecosystem models, as well as highlights knowledge gaps that need to be filled by future experimental studies on crop N limitation response.

Publication types

  • Meta-Analysis
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Carbon / metabolism
  • Carbon Dioxide / metabolism
  • Crops, Agricultural / physiology*
  • Models, Biological*
  • Nitrogen / metabolism*
  • Photosynthesis
  • Plant Development*
  • Plant Leaves / metabolism
  • Rhizosphere

Substances

  • Carbon Dioxide
  • Carbon
  • Nitrogen

Associated data

  • figshare/10.6084/m9.figshare.9916649.v1

Grants and funding

This work was supported through financial support from the MACMIT project (01LN1317A) funded through the German Federal Ministry of Education and Research (BMBF). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.