Phenotyping the response of an apple tree hybrid population to soil water constraint under field conditions: new insights brought by high resolution imaging

The genetic variability of apple tree response to drought is scarcely known because characterization of response to water constraint is usually low-throughput, which limits the possibility to take this trait into account in breeding programmes. In this research phenotypic response of apple tree scion hybrids of a 'Starkrimson' × 'Granny Smith' adult population to soil drought was considered through the leaf temperature as a proxy for transpiration, each tree being grafted onto the same rootstock genotype. The experiment was located in an experimental orchard where trees were submitted to contrasting summer irrigation treatments. The use of airborne multispectral images (in reflective and thermal infrared spectral domains) was explored as a possible approach to evaluate the hybrids' behavior in orchard conditions. Emphasis was put on the leaf transpiration status which was approached by measuring foliage temperature in thermal infrared (TIR) and by calculation of the Water Deficit Index (WDI). Here we proposed to calculate the WDI at tree scale, to overcome limitations of TIR interpretation for non-covering vegetation by taking the crop cover fraction into account. This was performed through the calculation of the Normalized Difference Vegetation Index (NDVI). Our results highlight capacity of thermal imaging for phenotyping water stress. Spatial resolution of TIR images needs to be improved in order to refine the phenotyping data and specific image treatment is required to extract relevant leaf thermal information which can allow for effective differentiation of hybrids' behavior in response to soil water constraint. Remote sensing thus appears promising for phenotyping varietal response of apple tree to soil drought at adult stage in field conditions.

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Main Authors: Virlet, Nicolas, Lebourgeois, Valentine, Martinez, Sébastien, Labbé, Sylvain, Costes, Evelyne, Regnard, Jean-Luc
Format: conference_item biblioteca
Language:eng
Published: ISHS
Subjects:U30 - Méthodes de recherche, F30 - Génétique et amélioration des plantes, H50 - Troubles divers des plantes,
Online Access:http://agritrop.cirad.fr/568167/
http://agritrop.cirad.fr/568167/1/document_568167.pdf
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spelling dig-cirad-fr-5681672021-01-04T12:18:56Z http://agritrop.cirad.fr/568167/ http://agritrop.cirad.fr/568167/ Phenotyping the response of an apple tree hybrid population to soil water constraint under field conditions: new insights brought by high resolution imaging. Virlet Nicolas, Lebourgeois Valentine, Martinez Sébastien, Labbé Sylvain, Costes Evelyne, Regnard Jean-Luc. 2015. In : Proceedings of the Second International symposium on horticulture, Angers, France, July 01-05, 2012. Mauget Jean-Claude (ed.), Godet Stéphanie (ed.). Louvain : ISHS, 879-886. (Acta Horticulturae, 1099) ISBN 978-94-6261-096-5 International Symposium on Horticulture in Europe - SHE 2012. 2, Angers, France, 1 Juillet 2012/5 Juillet 2012.https://doi.org/10.17660/ActaHortic.2015.1099.112 <https://doi.org/10.17660/ActaHortic.2015.1099.112> Researchers Phenotyping the response of an apple tree hybrid population to soil water constraint under field conditions: new insights brought by high resolution imaging Virlet, Nicolas Lebourgeois, Valentine Martinez, Sébastien Labbé, Sylvain Costes, Evelyne Regnard, Jean-Luc eng 2015 ISHS Proceedings of the Second International symposium on horticulture, Angers, France, July 01-05, 2012 U30 - Méthodes de recherche F30 - Génétique et amélioration des plantes H50 - Troubles divers des plantes The genetic variability of apple tree response to drought is scarcely known because characterization of response to water constraint is usually low-throughput, which limits the possibility to take this trait into account in breeding programmes. In this research phenotypic response of apple tree scion hybrids of a 'Starkrimson' × 'Granny Smith' adult population to soil drought was considered through the leaf temperature as a proxy for transpiration, each tree being grafted onto the same rootstock genotype. The experiment was located in an experimental orchard where trees were submitted to contrasting summer irrigation treatments. The use of airborne multispectral images (in reflective and thermal infrared spectral domains) was explored as a possible approach to evaluate the hybrids' behavior in orchard conditions. Emphasis was put on the leaf transpiration status which was approached by measuring foliage temperature in thermal infrared (TIR) and by calculation of the Water Deficit Index (WDI). Here we proposed to calculate the WDI at tree scale, to overcome limitations of TIR interpretation for non-covering vegetation by taking the crop cover fraction into account. This was performed through the calculation of the Normalized Difference Vegetation Index (NDVI). Our results highlight capacity of thermal imaging for phenotyping water stress. Spatial resolution of TIR images needs to be improved in order to refine the phenotyping data and specific image treatment is required to extract relevant leaf thermal information which can allow for effective differentiation of hybrids' behavior in response to soil water constraint. Remote sensing thus appears promising for phenotyping varietal response of apple tree to soil drought at adult stage in field conditions. conference_item info:eu-repo/semantics/conferenceObject Conference info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/568167/1/document_568167.pdf application/pdf Cirad license info:eu-repo/semantics/openAccess https://agritrop.cirad.fr/mention_legale.html https://doi.org/10.17660/ActaHortic.2015.1099.112 10.17660/ActaHortic.2015.1099.112 https://catalogue-bibliotheques.cirad.fr/cgi-bin/koha/opac-detail.pl?biblionumber=218682 info:eu-repo/semantics/altIdentifier/doi/10.17660/ActaHortic.2015.1099.112 info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.17660/ActaHortic.2015.1099.112
institution CIRAD FR
collection DSpace
country Francia
countrycode FR
component Bibliográfico
access En linea
databasecode dig-cirad-fr
tag biblioteca
region Europa del Oeste
libraryname Biblioteca del CIRAD Francia
language eng
topic U30 - Méthodes de recherche
F30 - Génétique et amélioration des plantes
H50 - Troubles divers des plantes
U30 - Méthodes de recherche
F30 - Génétique et amélioration des plantes
H50 - Troubles divers des plantes
spellingShingle U30 - Méthodes de recherche
F30 - Génétique et amélioration des plantes
H50 - Troubles divers des plantes
U30 - Méthodes de recherche
F30 - Génétique et amélioration des plantes
H50 - Troubles divers des plantes
Virlet, Nicolas
Lebourgeois, Valentine
Martinez, Sébastien
Labbé, Sylvain
Costes, Evelyne
Regnard, Jean-Luc
Phenotyping the response of an apple tree hybrid population to soil water constraint under field conditions: new insights brought by high resolution imaging
description The genetic variability of apple tree response to drought is scarcely known because characterization of response to water constraint is usually low-throughput, which limits the possibility to take this trait into account in breeding programmes. In this research phenotypic response of apple tree scion hybrids of a 'Starkrimson' × 'Granny Smith' adult population to soil drought was considered through the leaf temperature as a proxy for transpiration, each tree being grafted onto the same rootstock genotype. The experiment was located in an experimental orchard where trees were submitted to contrasting summer irrigation treatments. The use of airborne multispectral images (in reflective and thermal infrared spectral domains) was explored as a possible approach to evaluate the hybrids' behavior in orchard conditions. Emphasis was put on the leaf transpiration status which was approached by measuring foliage temperature in thermal infrared (TIR) and by calculation of the Water Deficit Index (WDI). Here we proposed to calculate the WDI at tree scale, to overcome limitations of TIR interpretation for non-covering vegetation by taking the crop cover fraction into account. This was performed through the calculation of the Normalized Difference Vegetation Index (NDVI). Our results highlight capacity of thermal imaging for phenotyping water stress. Spatial resolution of TIR images needs to be improved in order to refine the phenotyping data and specific image treatment is required to extract relevant leaf thermal information which can allow for effective differentiation of hybrids' behavior in response to soil water constraint. Remote sensing thus appears promising for phenotyping varietal response of apple tree to soil drought at adult stage in field conditions.
format conference_item
topic_facet U30 - Méthodes de recherche
F30 - Génétique et amélioration des plantes
H50 - Troubles divers des plantes
author Virlet, Nicolas
Lebourgeois, Valentine
Martinez, Sébastien
Labbé, Sylvain
Costes, Evelyne
Regnard, Jean-Luc
author_facet Virlet, Nicolas
Lebourgeois, Valentine
Martinez, Sébastien
Labbé, Sylvain
Costes, Evelyne
Regnard, Jean-Luc
author_sort Virlet, Nicolas
title Phenotyping the response of an apple tree hybrid population to soil water constraint under field conditions: new insights brought by high resolution imaging
title_short Phenotyping the response of an apple tree hybrid population to soil water constraint under field conditions: new insights brought by high resolution imaging
title_full Phenotyping the response of an apple tree hybrid population to soil water constraint under field conditions: new insights brought by high resolution imaging
title_fullStr Phenotyping the response of an apple tree hybrid population to soil water constraint under field conditions: new insights brought by high resolution imaging
title_full_unstemmed Phenotyping the response of an apple tree hybrid population to soil water constraint under field conditions: new insights brought by high resolution imaging
title_sort phenotyping the response of an apple tree hybrid population to soil water constraint under field conditions: new insights brought by high resolution imaging
publisher ISHS
url http://agritrop.cirad.fr/568167/
http://agritrop.cirad.fr/568167/1/document_568167.pdf
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AT lebourgeoisvalentine phenotypingtheresponseofanappletreehybridpopulationtosoilwaterconstraintunderfieldconditionsnewinsightsbroughtbyhighresolutionimaging
AT martinezsebastien phenotypingtheresponseofanappletreehybridpopulationtosoilwaterconstraintunderfieldconditionsnewinsightsbroughtbyhighresolutionimaging
AT labbesylvain phenotypingtheresponseofanappletreehybridpopulationtosoilwaterconstraintunderfieldconditionsnewinsightsbroughtbyhighresolutionimaging
AT costesevelyne phenotypingtheresponseofanappletreehybridpopulationtosoilwaterconstraintunderfieldconditionsnewinsightsbroughtbyhighresolutionimaging
AT regnardjeanluc phenotypingtheresponseofanappletreehybridpopulationtosoilwaterconstraintunderfieldconditionsnewinsightsbroughtbyhighresolutionimaging
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