ArticleJournal of experimental botany2019
Genetic and environmental dissection of biomass accumulation in multi-genotype maize canopies.
Article in Journal of experimental botany, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Optimized planting density and organic fertilizer substitution improve maize yield by enhancing dry matter translocation and grain-filling characteristics.Frontiers in plant science · 2026Article
- Breeding in winter wheat (Frontiers in plant science · 2025Article
- Robotized indoor phenotyping allows genomic prediction of adaptive traits in the field.Nature communications · 2023Article
- Explaining pre-emptive acclimation by linking information to plant phenotype.Journal of experimental botany · 2022Review
- Physiological adaptive traits are a potential allele reservoir for maize genetic progress under challenging conditions.Nature communications · 2022Article
- Advanced high-throughput plant phenotyping techniques for genome-wide association studies: A review.Journal of advanced research · 2022Review
- Evolutionary and ecological perspectives on the wheat phenotype.Proceedings. Biological sciences · 2021Article
- Symmetric response to competition in binary mixtures of cultivars associates with genetic gain in wheat yield.Evolutionary applications · 2021Article
- Crop adaptation to climate change as a consequence of long-term breeding.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2021Review
- Root phenotyping: important and minimum information required for root modeling in crop plants.Breeding science · 2021Article
- Footprints of Selection Derived From Temporal Heterozygosity Patterns in a Barley Nested Association Mapping Population.Frontiers in plant science · 2021Article
- Quantification of light interception within image-based 3-D reconstruction of sole and intercropped canopies over the entire growth season.Annals of botany · 2020Article
- Two decades of functional-structural plant modelling: now addressing fundamental questions in systems biology and predictive ecology.Annals of botany · 2020Review
- MVS-Pheno: A Portable and Low-Cost Phenotyping Platform for Maize Shoots Using Multiview Stereo 3D Reconstruction.Plant phenomics (Washington, D.C.) · 2020Article
- Review: New sensors and data-driven approaches-A path to next generation phenomics.Plant science : an international journal of experimental plant biology · 2019Review
- Effective Phenotyping Applications Require Matching Trait and Platform and More Attention to Theory.Frontiers in plant science · 2019Article
- Crop Phenomics: Current Status and Perspectives.Frontiers in plant science · 2019Review
- Heliaphen, an Outdoor High-Throughput Phenotyping Platform for Genetic Studies and Crop Modeling.Frontiers in plant science · 2018Article
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Multi-genotype canopies are frequent in phenotyping experiments and are of increasing interest in agriculture. Radiation interception efficiency (RIE) and radiation use efficiency (RUE) have low heritabilities in such canopies. We propose a revised Monteith equation that identifies environmental and genetic components of RIE and RUE. An environmental term, a component of RIE, characterizes the effect of the presence or absence of neighbours on light interception. The ability of a given plant to compete with its neighbours is then identified, which accounts for the genetic variability of RIE of plants having similar leaf areas. This method was used in three experiments in a phenotyping platform with 765 plants of 255 maize hybrids. As expected, the heritability of the environmental term was near zero, whereas that of the competitiveness term increased with phenological stage, resulting in the identification of quantitative trait loci. In the same way, RUE was dissected as an effect of intercepted light and a genetic term. This approach was used for predicting the behaviour of individual genotypes in virtual multi-genotype canopies. A large effect of competitiveness was observed in multi-genotype but not in single-genotype canopies, resulting in a bias for genotype comparisons in breeding fields.
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