ArticleAnnals of botany2020
Towards intercrop ideotypes: non-random trait assembly can promote overyielding and stability of species proportion in simulated legume-based mixtures.
Article in Annals of botany, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Legume breeding for intercropping is indispensable for species expected to face high competition.Frontiers in plant science · 2026Review
- Nutritional and physiological limitations shape the radiation-use efficiency response to legume proportion in CAoB PLANTS · 2025Article
- Impact of intraspecific genetic variation on interspecific competition: a theoretical case study of forage binary mixtures.Frontiers in plant science · 2024Article
- A Comprehensive Approach to Evaluate Durum Wheat-Faba Bean Mixed Crop Performance.Frontiers in plant science · 2022Article
- Linking quantitative genetics with community-level performance: Are there operational models for plant breeding?Frontiers in plant science · 2022Review
- Finding the right mix: a framework for selecting seeding rates for cover crop mixtures.Ecological applications : a publication of the Ecological Society of America · 2022Article
- Breeding Beyond Monoculture: Putting the "Intercrop" Into Crops.Frontiers in plant science · 2021Review
- Functional-Structural Plant Modeling Highlights How Diversity in Leaf Dimensions and Tillering Capability Could Promote the Efficiency of Wheat Cultivar Mixtures.Frontiers in plant science · 2021Article
- Functional-Structural Plant Models Mission in Advancing Crop Science: Opportunities and Prospects.Frontiers in plant science · 2021Review
- An overview of agent-based models in plant biology and ecology.Annals of botany · 2020Review
- Two decades of functional-structural plant modelling: now addressing fundamental questions in systems biology and predictive ecology.Annals of botany · 2020Review
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4 authors.
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Abstract
BACKGROUNDS AND
aimsA major challenge when supporting the development of intercropping systems remains the design of efficient species mixtures. The ecological processes that sustain overyielding of legume-based mixtures compared to pure crops are well known, but their links to plant traits remain to be unravelled. A common assumption is that enhancing trait divergence among species for resource acquisition when assembling plant mixtures should increase species complementarity and improve community performance.
methodsThe Virtual Grassland model was used to assess how divergence in trait values between species on four physiological functions (namely light and mineral N acquisition, temporal development, and C-N use efficiency) affected overyielding and mixture stability in legume-based binary mixtures. A first step allowed us to identify the model parameters that were most important to interspecies competition. A second step involved testing the impact of convergent and divergent parameter (or trait) values between species on virtual mixture performance.
resultsMaximal overyielding was achieved in cases where trait values were divergent for the physiological functions controlling N acquisition and temporal development but convergent for light interception. It was also found that trait divergence should not affect competitive abilities of legume and non-legumes at random. Indeed, random trait combinations frequently led to reduced mixture yields when compared to a perfectly convergent neutral model. Combinations with the highest overyielding also tended to be associated with mixture instability and decreasing legume biomass proportion. Achieving both high overyielding and mixture stability was only found to be possible under low or moderate N levels, using combinations of traits adapted to each environment.
conclusionsNo simple assembly rule based on trait divergence could be confirmed. Plant models able to infer plant-plant interactions can be helpful for the identification of major interaction traits and the definition of ideotypes adapted to a targeted intercropping system.
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