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Importance of the description of light interception in crop growth models

Authors :
Liu, Shouyang
Baret, Frédéric
Abichou, Mariem
Manceau, Loïc
Andrieu, Bruno
Weiss, Marie
Martre, Pierre
Environnement Méditerranéen et Modélisation des Agro-Hydrosystèmes (EMMAH)
Avignon Université (AU)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)
Écophysiologie des Plantes sous Stress environnementaux (LEPSE)
Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro)
Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)
Nanjing Agricultural University
Ecologie fonctionnelle et écotoxicologie des agroécosystèmes (ECOSYS)
AgroParisTech-Université Paris-Saclay-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)
ANR-11-INBS-0012,PHENOME,Centre français de phénomique végétale(2011)
European Project: 727247,H2020,H2020-SFS-2016-2,SolACE(2017)
Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Institut Agro - Montpellier SupAgro
Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)
Nanjing Agricultural University (NAU)
Source :
Plant Physiology, Plant Physiology, American Society of Plant Biologists, 2021, 186 (2), pp.977-997. ⟨10.1093/plphys/kiab113⟩, Plant Physiology, 2021, 186 (2), pp.977-997. ⟨10.1093/plphys/kiab113⟩, Plant Physiol
Publication Year :
2021
Publisher :
HAL CCSD, 2021.

Abstract

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.

Details

Language :
English
ISSN :
00320889 and 15322548
Database :
OpenAIRE
Journal :
Plant Physiology, Plant Physiology, American Society of Plant Biologists, 2021, 186 (2), pp.977-997. ⟨10.1093/plphys/kiab113⟩, Plant Physiology, 2021, 186 (2), pp.977-997. ⟨10.1093/plphys/kiab113⟩, Plant Physiol
Accession number :
edsair.pmid.dedup....bdb8e58f1e4ecfb71f9fab336faa7406