Literature DB >> 30219923

A generic individual-based model can predict yield, nitrogen content, and species abundance in experimental grassland communities.

Lucas Faverjon1, Abraham Escobar-Gutiérrez1, Isabelle Litrico1, Bernadette Julier1, Gaëtan Louarn1.   

Abstract

Functional-structural plant models are increasingly being used to analyse relationships between plant functioning and the topological and spatial organisation of their modular structure. In this study, the performance of an individual-based model accounting for the the architecture and population dynamics of forage legumes in multi-species grasslands was assessed. Morphogenetic shoot and root parameters were calibrated for seven widely used species. Other model parameters concerning C and N metabolism were obtained from the literature. The model was evaluated using a series of independent experiments combining the seven species in binary mixtures that were subject to regular defoliation. For all the species, the model could accurately simulate phytomer demography, leaf area dynamics, and root growth under conditions of weak competition. In addition, the plastic changes induced by competition for light and N in terms of plant development, leaf area, N uptake, and total plant biomass were correctly predicted. The different species displayed contrasting sensitivities to defoliation, and the model was able to predict the superior ability of creeping species to sustain regular defoliation. As a result of competition and management, the balance between species changed over time and was strongly dependent on the pair of species used. The model proved able to capture these differences in community dynamics. Overall, the results demonstrate that integrating the individual components of population dynamics in a process-based model can provide good predictive capacity regarding mixtures of cultivated species.
© The Author(s) 2018. Published by Oxford University Press on behalf of the Society for Experimental Biology. All rights reserved. For permissions, please email: journals.permissions@oup.com.

Entities:  

Keywords:  Architecture; competition; grasslands; individual-based model; legume; nitrogen fixation; population dynamics; species abundance

Year:  2019        PMID: 30219923     DOI: 10.1093/jxb/ery323

Source DB:  PubMed          Journal:  J Exp Bot        ISSN: 0022-0957            Impact factor:   6.992


  3 in total

Review 1.  Two decades of functional-structural plant modelling: now addressing fundamental questions in systems biology and predictive ecology.

Authors:  Gaëtan Louarn; Youhong Song
Journal:  Ann Bot       Date:  2020-09-14       Impact factor: 4.357

Review 2.  An overview of agent-based models in plant biology and ecology.

Authors:  Bo Zhang; Donald L DeAngelis
Journal:  Ann Bot       Date:  2020-09-14       Impact factor: 4.357

3.  Towards intercrop ideotypes: non-random trait assembly can promote overyielding and stability of species proportion in simulated legume-based mixtures.

Authors:  Gaëtan Louarn; Romain Barillot; Didier Combes; Abraham Escobar-Gutiérrez
Journal:  Ann Bot       Date:  2020-09-14       Impact factor: 4.357

  3 in total

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