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Importance of the description of light interception in crop growth models
Canopy light interception determines the amount of energy captured by a crop, and is thus critical to modeling crop growth and yield, and may substantially contribute to the prediction uncertainty of crop growth models (CGMs). We thus analyzed the canopy light interception models of the 26 wheat (Tr...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8253170/ https://www.ncbi.nlm.nih.gov/pubmed/33710303 http://dx.doi.org/10.1093/plphys/kiab113 |
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author | Liu, Shouyang Baret, Frédéric Abichou, Mariem Manceau, Loïc Andrieu, Bruno Weiss, Marie Martre, Pierre |
author_facet | Liu, Shouyang Baret, Frédéric Abichou, Mariem Manceau, Loïc Andrieu, Bruno Weiss, Marie Martre, Pierre |
author_sort | Liu, Shouyang |
collection | PubMed |
description | Canopy light interception determines the amount of energy captured by a crop, and is thus critical to modeling crop growth and yield, and may substantially contribute to the prediction uncertainty of crop growth models (CGMs). We thus analyzed the canopy light interception models of the 26 wheat (Triticum aestivum) CGMs used by the Agricultural Model Intercomparison and Improvement Project (AgMIP). Twenty-one CGMs assume that the light extinction coefficient (K) is constant, varying from 0.37 to 0.80 depending on the model. The other models take into account the illumination conditions and assume either that all green surfaces in the canopy have the same inclination angle ([Formula: see text]) or that [Formula: see text] distribution follows a spherical distribution. These assumptions have not yet been evaluated due to a lack of experimental data. Therefore, we conducted a field experiment with five cultivars with contrasting leaf stature sown at normal and double row spacing, and analyzed [Formula: see text] distribution in the canopies from three-dimensional canopy reconstructions. In all the canopies, [Formula: see text] distribution was well represented by an ellipsoidal distribution. We thus carried out an intercomparison between the light interception models of the AgMIP–Wheat CGMs ensemble and a physically based K model with ellipsoidal leaf angle distribution and canopy clumping ([Formula: see text]). Results showed that the [Formula: see text] model outperformed current approaches under most illumination conditions and that the uncertainty in simulated wheat growth and final grain yield due to light models could be as high as 45%. Therefore, our results call for an overhaul of light interception models in CGMs. |
format | Online Article Text |
id | pubmed-8253170 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-82531702021-07-06 Importance of the description of light interception in crop growth models Liu, Shouyang Baret, Frédéric Abichou, Mariem Manceau, Loïc Andrieu, Bruno Weiss, Marie Martre, Pierre Plant Physiol Research Articles Canopy light interception determines the amount of energy captured by a crop, and is thus critical to modeling crop growth and yield, and may substantially contribute to the prediction uncertainty of crop growth models (CGMs). We thus analyzed the canopy light interception models of the 26 wheat (Triticum aestivum) CGMs used by the Agricultural Model Intercomparison and Improvement Project (AgMIP). Twenty-one CGMs assume that the light extinction coefficient (K) is constant, varying from 0.37 to 0.80 depending on the model. The other models take into account the illumination conditions and assume either that all green surfaces in the canopy have the same inclination angle ([Formula: see text]) or that [Formula: see text] distribution follows a spherical distribution. These assumptions have not yet been evaluated due to a lack of experimental data. Therefore, we conducted a field experiment with five cultivars with contrasting leaf stature sown at normal and double row spacing, and analyzed [Formula: see text] distribution in the canopies from three-dimensional canopy reconstructions. In all the canopies, [Formula: see text] distribution was well represented by an ellipsoidal distribution. We thus carried out an intercomparison between the light interception models of the AgMIP–Wheat CGMs ensemble and a physically based K model with ellipsoidal leaf angle distribution and canopy clumping ([Formula: see text]). Results showed that the [Formula: see text] model outperformed current approaches under most illumination conditions and that the uncertainty in simulated wheat growth and final grain yield due to light models could be as high as 45%. Therefore, our results call for an overhaul of light interception models in CGMs. Oxford University Press 2021-03-12 /pmc/articles/PMC8253170/ /pubmed/33710303 http://dx.doi.org/10.1093/plphys/kiab113 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of American Society of Plant Biologists. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Liu, Shouyang Baret, Frédéric Abichou, Mariem Manceau, Loïc Andrieu, Bruno Weiss, Marie Martre, Pierre Importance of the description of light interception in crop growth models |
title | Importance of the description of light interception in crop growth models |
title_full | Importance of the description of light interception in crop growth models |
title_fullStr | Importance of the description of light interception in crop growth models |
title_full_unstemmed | Importance of the description of light interception in crop growth models |
title_short | Importance of the description of light interception in crop growth models |
title_sort | importance of the description of light interception in crop growth models |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8253170/ https://www.ncbi.nlm.nih.gov/pubmed/33710303 http://dx.doi.org/10.1093/plphys/kiab113 |
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