Toward a functional-structural model of oil palm: evaluation of genetic differences between progenies for architecture and radiation interception efficiency
Climate change is very likely to impact on oi l palm productivity and raise new questions on how to tackle these changes. The development of new strategies to find more sustainable and productive systems is a major challenge to cope with ceaseless increasing demands of palm oil. Agronomic practices or the selection of genetic material better adapted to future climate could be an option to maintain the high productivity of oil palm. The evaluation of plant and system performances related to climate change is nevertheless difficult to implement, particularly with perennial plants. Functional-structural plant mode ls (FSPM) have been developed to explore the relationships between plant structure, plant functioning and environmental conditions. FSPM are thus practical tools to set up virtual experiments and test hypotheses concerning processes that could otherwise take years in actual field conditions. The main assumption underlying this project is the possibility to enhance potential crop production optimizing plant architecture in relation to radiation us e efficiency. In this way, the present study proposes the basis of an oil palm FSPM, focusing on modelling oil palm architecture and light interception. A modelling approach has thus been developed to reconstruct oil palm architecture from simple field measurements while integrating the genetic variability observed on 5 progenies with contrasting genetic origins. The AMAPstudio software (Griffon & de Coligny, 2014) was used to generate 3D mock- ups and estimate light interception efficiency on virtual plants for each progeny. Model evaluation was performed using terrestrial laser scan (TLS) and hemispherical photographs (HPs) to compare the quality of 3D reconstruction respectively at the individual and stand scale. Significant differences in leaf geometry (petiole length, density of leaflets and rachis curvature) and leaflets morphology (gradients of leaflets length and width) were detected between and within progenies, and were accurately simulated by the modelling approach. The comparison of plant area obtained from TLS and virtual TLS highlight the capacity of the model to generate realistic 3D mock-ups. The architectural variabilities observed at plot scale were satisfactory simulated, as the gap fractions estimated from HP were compliant to the gap fractions estimated from virtual HPs. Finally, simulations revealed distinct light interception efficiency for the different progenies, from plant to stand scale. (Texte intégral)
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Subjects: | F30 - Génétique et amélioration des plantes, F50 - Anatomie et morphologie des plantes, F62 - Physiologie végétale - Croissance et développement, P40 - Météorologie et climatologie, U10 - Informatique, mathématiques et statistiques, |
Online Access: | http://agritrop.cirad.fr/580231/ http://agritrop.cirad.fr/580231/1/PosterICOPE.pdf |
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F30 - Génétique et amélioration des plantes F50 - Anatomie et morphologie des plantes F62 - Physiologie végétale - Croissance et développement P40 - Météorologie et climatologie U10 - Informatique, mathématiques et statistiques F30 - Génétique et amélioration des plantes F50 - Anatomie et morphologie des plantes F62 - Physiologie végétale - Croissance et développement P40 - Météorologie et climatologie U10 - Informatique, mathématiques et statistiques |
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F30 - Génétique et amélioration des plantes F50 - Anatomie et morphologie des plantes F62 - Physiologie végétale - Croissance et développement P40 - Météorologie et climatologie U10 - Informatique, mathématiques et statistiques F30 - Génétique et amélioration des plantes F50 - Anatomie et morphologie des plantes F62 - Physiologie végétale - Croissance et développement P40 - Météorologie et climatologie U10 - Informatique, mathématiques et statistiques Perez, Raphaël Dauzat, Jean Pallas, Benoît Le Moguédec, Gilles Griffon, Sébastien Caliman, Jean-Pierre Costes, Evelyne Toward a functional-structural model of oil palm: evaluation of genetic differences between progenies for architecture and radiation interception efficiency |
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Climate change is very likely to impact on oi l palm productivity and raise new questions on how to tackle these changes. The development of new strategies to find more sustainable and productive systems is a major challenge to cope with ceaseless increasing demands of palm oil. Agronomic practices or the selection of genetic material better adapted to future climate could be an option to maintain the high productivity of oil palm. The evaluation of plant and system performances related to climate change is nevertheless difficult to implement, particularly with perennial plants. Functional-structural plant mode ls (FSPM) have been developed to explore the relationships between plant structure, plant functioning and environmental conditions. FSPM are thus practical tools to set up virtual experiments and test hypotheses concerning processes that could otherwise take years in actual field conditions. The main assumption underlying this project is the possibility to enhance potential crop production optimizing plant architecture in relation to radiation us e efficiency. In this way, the present study proposes the basis of an oil palm FSPM, focusing on modelling oil palm architecture and light interception. A modelling approach has thus been developed to reconstruct oil palm architecture from simple field measurements while integrating the genetic variability observed on 5 progenies with contrasting genetic origins. The AMAPstudio software (Griffon & de Coligny, 2014) was used to generate 3D mock- ups and estimate light interception efficiency on virtual plants for each progeny. Model evaluation was performed using terrestrial laser scan (TLS) and hemispherical photographs (HPs) to compare the quality of 3D reconstruction respectively at the individual and stand scale. Significant differences in leaf geometry (petiole length, density of leaflets and rachis curvature) and leaflets morphology (gradients of leaflets length and width) were detected between and within progenies, and were accurately simulated by the modelling approach. The comparison of plant area obtained from TLS and virtual TLS highlight the capacity of the model to generate realistic 3D mock-ups. The architectural variabilities observed at plot scale were satisfactory simulated, as the gap fractions estimated from HP were compliant to the gap fractions estimated from virtual HPs. Finally, simulations revealed distinct light interception efficiency for the different progenies, from plant to stand scale. (Texte intégral) |
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F30 - Génétique et amélioration des plantes F50 - Anatomie et morphologie des plantes F62 - Physiologie végétale - Croissance et développement P40 - Météorologie et climatologie U10 - Informatique, mathématiques et statistiques |
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Perez, Raphaël Dauzat, Jean Pallas, Benoît Le Moguédec, Gilles Griffon, Sébastien Caliman, Jean-Pierre Costes, Evelyne |
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Perez, Raphaël Dauzat, Jean Pallas, Benoît Le Moguédec, Gilles Griffon, Sébastien Caliman, Jean-Pierre Costes, Evelyne |
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Perez, Raphaël |
title |
Toward a functional-structural model of oil palm: evaluation of genetic differences between progenies for architecture and radiation interception efficiency |
title_short |
Toward a functional-structural model of oil palm: evaluation of genetic differences between progenies for architecture and radiation interception efficiency |
title_full |
Toward a functional-structural model of oil palm: evaluation of genetic differences between progenies for architecture and radiation interception efficiency |
title_fullStr |
Toward a functional-structural model of oil palm: evaluation of genetic differences between progenies for architecture and radiation interception efficiency |
title_full_unstemmed |
Toward a functional-structural model of oil palm: evaluation of genetic differences between progenies for architecture and radiation interception efficiency |
title_sort |
toward a functional-structural model of oil palm: evaluation of genetic differences between progenies for architecture and radiation interception efficiency |
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ICOPE |
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http://agritrop.cirad.fr/580231/ http://agritrop.cirad.fr/580231/1/PosterICOPE.pdf |
work_keys_str_mv |
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dig-cirad-fr-5802312022-09-22T16:00:39Z http://agritrop.cirad.fr/580231/ http://agritrop.cirad.fr/580231/ Toward a functional-structural model of oil palm: evaluation of genetic differences between progenies for architecture and radiation interception efficiency. Perez Raphaël, Dauzat Jean, Pallas Benoît, Le Moguédec Gilles, Griffon Sébastien, Caliman Jean-Pierre, Costes Evelyne. 2016. In : Sustainable palm oil and climate change: The way forward through mitigation and adaptation. WWF, CIRAD, Smart agribusiness and food. Bali : ICOPE, 1 poster International Conference on Oil Palm and Environment (ICOPE 2016). 5, Bali, Indonésie, 16 Mars 2016/18 Mars 2016.https://icope-series.com/conferences-sustainable-palm-oil-and-climate-change/ <https://icope-series.com/conferences-sustainable-palm-oil-and-climate-change/> Researchers Toward a functional-structural model of oil palm: evaluation of genetic differences between progenies for architecture and radiation interception efficiency Perez, Raphaël Dauzat, Jean Pallas, Benoît Le Moguédec, Gilles Griffon, Sébastien Caliman, Jean-Pierre Costes, Evelyne eng 2016 ICOPE Sustainable palm oil and climate change: The way forward through mitigation and adaptation F30 - Génétique et amélioration des plantes F50 - Anatomie et morphologie des plantes F62 - Physiologie végétale - Croissance et développement P40 - Météorologie et climatologie U10 - Informatique, mathématiques et statistiques Climate change is very likely to impact on oi l palm productivity and raise new questions on how to tackle these changes. The development of new strategies to find more sustainable and productive systems is a major challenge to cope with ceaseless increasing demands of palm oil. Agronomic practices or the selection of genetic material better adapted to future climate could be an option to maintain the high productivity of oil palm. The evaluation of plant and system performances related to climate change is nevertheless difficult to implement, particularly with perennial plants. Functional-structural plant mode ls (FSPM) have been developed to explore the relationships between plant structure, plant functioning and environmental conditions. FSPM are thus practical tools to set up virtual experiments and test hypotheses concerning processes that could otherwise take years in actual field conditions. The main assumption underlying this project is the possibility to enhance potential crop production optimizing plant architecture in relation to radiation us e efficiency. In this way, the present study proposes the basis of an oil palm FSPM, focusing on modelling oil palm architecture and light interception. A modelling approach has thus been developed to reconstruct oil palm architecture from simple field measurements while integrating the genetic variability observed on 5 progenies with contrasting genetic origins. The AMAPstudio software (Griffon & de Coligny, 2014) was used to generate 3D mock- ups and estimate light interception efficiency on virtual plants for each progeny. Model evaluation was performed using terrestrial laser scan (TLS) and hemispherical photographs (HPs) to compare the quality of 3D reconstruction respectively at the individual and stand scale. Significant differences in leaf geometry (petiole length, density of leaflets and rachis curvature) and leaflets morphology (gradients of leaflets length and width) were detected between and within progenies, and were accurately simulated by the modelling approach. The comparison of plant area obtained from TLS and virtual TLS highlight the capacity of the model to generate realistic 3D mock-ups. The architectural variabilities observed at plot scale were satisfactory simulated, as the gap fractions estimated from HP were compliant to the gap fractions estimated from virtual HPs. Finally, simulations revealed distinct light interception efficiency for the different progenies, from plant to stand scale. (Texte intégral) conference_item info:eu-repo/semantics/conferenceObject Conference info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/580231/1/PosterICOPE.pdf text cc_by_nc_nd info:eu-repo/semantics/restrictedAccess https://creativecommons.org/licenses/by-nc-nd/4.0/ https://icope-series.com/conferences-sustainable-palm-oil-and-climate-change/ info:eu-repo/semantics/altIdentifier/purl/https://icope-series.com/conferences-sustainable-palm-oil-and-climate-change/ |