Modeling Maize Canopy Morphology in Response to Increased Plant Density

Liang He; Weiwei Sun; Xiang Chen; Liqi Han; Jincai Li; Yuanshan Ma; Youhong Song

doi:10.3389/fpls.2020.533514

Modeling Maize Canopy Morphology in Response to Increased Plant Density

Front Plant Sci. 2021 Jan 15:11:533514. doi: 10.3389/fpls.2020.533514. eCollection 2020.

Authors

Liang He¹, Weiwei Sun¹, Xiang Chen¹, Liqi Han², Jincai Li¹, Yuanshan Ma¹, Youhong Song^{1

2}

Affiliations

¹ School of Agronomy, Anhui Agricultural University, Hefei, China.
² The Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Brisbane, QLD, Australia.

Abstract

Increased plant density markedly affects canopy morphophysiological activities and crop productivity. This study aims to model maize canopy final morphology under increased interplant competition by revising a functional-structural plant model, i.e., ADEL-Maize. A 2-year field experiment was conducted at Mengcheng, Anhui Province, China, in 2016 and 2018. A randomized complete block design of five plant densities (PDs), i.e., 4.5, 6, 7.5, 9, and 15 plants m^-2, with three replications was applied using a hybrid, i.e., Zhengdan 958. Canopy morphology at different PDs was measured with destructive samplings when maize canopy was fully expanded. The relationship of changes of organ morphology in relation to increased plant density was analyzed based on 2016 data. The ADEL-Maize was first calibrated for the hybrid at 4.5 plants m^-2 and then revised by introducing relationships identified from 2016 data, followed by independent validation with 2018 field data. A heatmap visualization was shown to clearly illustrate the effects of increased plant density on final morphology of laminae, sheaths, and internodes. The logarithmic + linear equations were found to fit changes for the organ size versus increased plant density for phytomers excluding ear position or linear equations for the phytomer at ear position based on 2016 field data. The revision was then further tested independently by having achieved satisfactory agreements between the simulations and observations in canopy size under different PDs with 2018 field data. In conclusion, this study has characterized the relationship between canopy morphology and increased interplant competition for use in the ADEL-Maize and realized the simulations of final size of laminae, sheaths, and internodes, as affected by increased plant density, laying a foundation to test an ideotype for maize withstanding high interplant competition.

Keywords: Zea mays; canopy photosynthesis; crop ideotype; functional-structural plant modeling; interplant competition.