Cardinal temperatures variability within a tropical japonica rice diversity panel

Air temperature is one of the most critical climatic factors controlling rice growth, development, and production in current and future climatic scenarii predicting increasingly frequent situations of extreme and/or fluctuating temperatures. With its large spectrum of geographical origins and croppi...

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Main Authors: Lauriane Rouan, Alain Audebert, Delphine Luquet, Sandrine Roques, Audrey Dardou, Eric Gozé
Format: Article
Language:English
Published: Taylor & Francis Group 2018-07-01
Series:Plant Production Science
Subjects:
Online Access:http://dx.doi.org/10.1080/1343943X.2018.1467733
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spelling doaj-f1e4d354634a4d12b358047d5a7e18692020-11-24T23:57:27ZengTaylor & Francis GroupPlant Production Science1343-943X1349-10082018-07-0121325626510.1080/1343943X.2018.14677331467733Cardinal temperatures variability within a tropical japonica rice diversity panelLauriane Rouan0Alain Audebert1Delphine Luquet2Sandrine Roques3Audrey Dardou4Eric Gozé5CIRAD, UMR AGAPAGAP, Univ Montpellier, CIRAD, INRA, Montpellier SupAgroCIRAD, UMR AGAPCIRAD, UMR AGAPCIRAD, UMR AGAPAIDA, Univ Montpellier, CIRADAir temperature is one of the most critical climatic factors controlling rice growth, development, and production in current and future climatic scenarii predicting increasingly frequent situations of extreme and/or fluctuating temperatures. With its large spectrum of geographical origins and cropping areas, one can credit tropical japonica rice subspecies of a probable genetic diversity of its response to air temperature, which is of major interest for the breeding of better adapted rice varieties. A panel of 195 rice accessions (175 japonica plus 20 reference cultivars) was studied in controlled environment to estimate cardinal (base, optimum, and maximum) temperatures based on the monitoring of the elongation rate (LERmax) of the sixth leaf on the main stem in response to six fixed thermal treatments ranging from 16 to 35 °C. A dedicated statistical framework was elaborated for estimating LERmax, cardinal temperature and related uncertainties. Developed statistical framework enhanced the precision of cardinal temperatures estimated compared to previously reported methods, especially for base temperature. Maximum temperature was trickier to estimate and will require further studies. A significant genotypic variability for base and optimal temperature was pointed out, suggesting tropical japonica subspecies represents a relevant genetic pool to breed for rice genotypes adapted to various thermal situations. These results also suggested that using genotype-dependent cardinal temperature values should enhance the way crop growth models account for genotype × environment interactions hence their predictive value in current and future climatic conditions.http://dx.doi.org/10.1080/1343943X.2018.1467733 Oryza sativa base temperaturecrop modelleaf growthhierarchical modelingerror propagation
collection DOAJ
language English
format Article
sources DOAJ
author Lauriane Rouan
Alain Audebert
Delphine Luquet
Sandrine Roques
Audrey Dardou
Eric Gozé
spellingShingle Lauriane Rouan
Alain Audebert
Delphine Luquet
Sandrine Roques
Audrey Dardou
Eric Gozé
Cardinal temperatures variability within a tropical japonica rice diversity panel
Plant Production Science
Oryza sativa
base temperature
crop model
leaf growth
hierarchical modeling
error propagation
author_facet Lauriane Rouan
Alain Audebert
Delphine Luquet
Sandrine Roques
Audrey Dardou
Eric Gozé
author_sort Lauriane Rouan
title Cardinal temperatures variability within a tropical japonica rice diversity panel
title_short Cardinal temperatures variability within a tropical japonica rice diversity panel
title_full Cardinal temperatures variability within a tropical japonica rice diversity panel
title_fullStr Cardinal temperatures variability within a tropical japonica rice diversity panel
title_full_unstemmed Cardinal temperatures variability within a tropical japonica rice diversity panel
title_sort cardinal temperatures variability within a tropical japonica rice diversity panel
publisher Taylor & Francis Group
series Plant Production Science
issn 1343-943X
1349-1008
publishDate 2018-07-01
description Air temperature is one of the most critical climatic factors controlling rice growth, development, and production in current and future climatic scenarii predicting increasingly frequent situations of extreme and/or fluctuating temperatures. With its large spectrum of geographical origins and cropping areas, one can credit tropical japonica rice subspecies of a probable genetic diversity of its response to air temperature, which is of major interest for the breeding of better adapted rice varieties. A panel of 195 rice accessions (175 japonica plus 20 reference cultivars) was studied in controlled environment to estimate cardinal (base, optimum, and maximum) temperatures based on the monitoring of the elongation rate (LERmax) of the sixth leaf on the main stem in response to six fixed thermal treatments ranging from 16 to 35 °C. A dedicated statistical framework was elaborated for estimating LERmax, cardinal temperature and related uncertainties. Developed statistical framework enhanced the precision of cardinal temperatures estimated compared to previously reported methods, especially for base temperature. Maximum temperature was trickier to estimate and will require further studies. A significant genotypic variability for base and optimal temperature was pointed out, suggesting tropical japonica subspecies represents a relevant genetic pool to breed for rice genotypes adapted to various thermal situations. These results also suggested that using genotype-dependent cardinal temperature values should enhance the way crop growth models account for genotype × environment interactions hence their predictive value in current and future climatic conditions.
topic Oryza sativa
base temperature
crop model
leaf growth
hierarchical modeling
error propagation
url http://dx.doi.org/10.1080/1343943X.2018.1467733
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