A. L. Adiredjo, O. Navaud, T. Lamaze, and P. Grieu, Leaf carbon isotope discrimination as an accurate indicator of water-use efficiency in sunflower genotypes subjected to five stable soil water contents, Journal of Agronomy and Crop Science, vol.200, issue.6, pp.416-424, 2014.
URL : https://hal.archives-ouvertes.fr/hal-02882184

A. L. Adiredjo, O. Navaud, S. Muños, N. B. Langlade, T. Lamaze et al., Genetic control of water use efficiency and leaf carbon isotope discrimination in sunflower (Helianthus annuus L.) subjected to two drought scenarios, PLoS One, vol.9, issue.7, 2014.
URL : https://hal.archives-ouvertes.fr/hal-02640496

M. Åkesson, S. Bensch, D. Hasselquist, M. Tarka, B. Hansson et al., Estimating heritabilities and genetic correlations: Comparing the "animal model" with parent-offspring regression using data from a natural population, PloS One, vol.3, issue.3, 2008.

C. Allinne, P. Maury, A. Sarrafi, and P. Grieu, Genetic control of physiological traits associated to low temperature growth in sunflower under early sowing conditions, Plant Science, vol.177, issue.4, pp.349-359, 2009.
URL : https://hal.archives-ouvertes.fr/hal-02663649

J. O. Alza and J. M. Fernández-martínez, Genetic analysis of yield and related traits in sunflower (Helianthus annuus L.) in dryland and irrigated environments, Euphytica, vol.95, issue.2, pp.243-251, 1997.

A. O. Anyia, J. .. Slaski, J. M. Nyachiro, D. J. Archambault, and P. Juskiw, Relationship of carbon isotope discrimination to water use efficiency and productivity of barley under field and greenhouse conditions, Journal of Agronomy and Crop Science, vol.193, pp.313-323, 2007.

M. M. Barbour, C. R. Warren, G. D. Farquhar, G. Forrester, and H. Brown, Variability in mesophyll conductance between barley genotypes, and effects on transpiration efficiency and carbon isotope discrimination, Plant, Cell and Environment, vol.33, issue.7, pp.1176-1185, 2010.

A. Blum, Genetic and physiological relationships in plant breeding for drought resistance, Agricultural Water Management, vol.7, issue.1-3, pp.90083-90088, 1983.

O. Brendel, D. Le-thiec, C. Scotti-saintagne, C. Bod?-n?-s, A. Kremer et al., Quantitative trait loci controlling water use efficiency and related traits in Quercus robur L, Trees Genetics & Genomes, vol.4, issue.2, pp.263-278, 2008.
URL : https://hal.archives-ouvertes.fr/hal-01032066

E. Brugnoli, K. T. Hubick, S. Von-caemmerer, S. C. Wong, and G. D. Farquhar, Correlation between the carbon isotope discrimination in leaf starch and sugars of C(3) plants and the ratio of intercellular and atmospheric partial pressures of carbon dioxide, Plant Physiology, vol.88, issue.4, pp.1418-1442, 1988.

M. L. Carelli, J. I. Fahl, P. C. Trivelin, and R. B. Queiroz-voltan, Carbon isotope discrimination and gas exchange in Coffea species grown under different irradiance regimes, Revista Brasileira de Fisiologia Vegetal, vol.11, issue.2, pp.63-68, 1999.

M. Centritto, M. Lauteri, M. C. Monteverdi, and R. Serraj, Leaf gas exchange, carbon isotope discrimination, and grain yield in contrasting rice genotypes subjected to water deficits during the reproductive stage, Journal of Experimental Botany, vol.60, issue.8, pp.2325-2339, 2009.

L. A. Cernusak, D. J. Arthur, J. S. Pate, and G. D. Farquhar, Water relations link carbon and oxygen isotope discrimination to phloem sap sugar concentration in Eucalyptus globulus, Plant Physiology, vol.131, issue.4, pp.1544-1554, 2003.

J. Chen, S. X. Chang, and A. O. Anyia, Gene discovery in cereals through quantitative trait loci and expression analysis in water-use efficiency measured by carbon isotope discrimination, Plant, Cell and Environment, vol.34, issue.12, pp.2009-2023, 2011.

J. Chen, S. X. Chang, and A. O. Anyia, Quantitative trait loci for water-use efficiency in barley (Hordeum vulgare L.) measured by carbon isotope discrimination under rain-fed conditions on the Canadian Prairies, Theoretical and Applied Genetics, vol.125, issue.1, pp.71-90, 2012.

X. Chen, Y. Zhang, Y. Zu, L. Yang, Q. Lu et al., Antioxidant effects of rosemary extracts on sunflower oil compared with synthetic antioxidants, International Journal of Food Science and Technology, vol.49, issue.2, pp.385-391, 2014.

J. P. Comstock, Hydraulic and chemical signalling in the control of stomatal conductance and transpiration, Journal of Experimental Botany, vol.53, issue.367, pp.195-200, 2002.

A. G. Condon, R. A. Richards, G. J. Rebetzke, and G. D. Farquhar, Improving intrinsic water-use efficiency and crop yield, Crop Science, vol.42, issue.1, pp.122-131, 2002.

A. G. Condon, R. A. Richards, G. J. Rebetzke, and G. D. Farquhar, Breeding for high wateruse efficiency, Journal of Experimental Botany, vol.55, issue.407, pp.2447-2460, 2004.

M. De-miguel, D. Sánchez-gómez, M. T. Cervera, and I. Aranda, Functional and genetic characterization of gas exchange and intrinsic water use efficiency in a full-sib family of Pinus pinaster Ait. in response to drought, Tree Physiology, vol.32, issue.1, pp.94-103, 2012.

J. S. Ebdon and K. L. Kopp, Relationships between water use efficiency, carbon isotope discrimination, and turf performance in genotypes of Kentucky bluegrass during drought, Crop Science, vol.44, issue.5, pp.1754-1762, 2004.

B. Ehdaie and J. G. Waines, Genetic analysis of carbon isotope discrimination and agronomic characters in a bread wheat cross, Theoretical and Applied Genetics, vol.88, issue.8, pp.1023-1031, 1994.

S. R. Evett and J. A. Tolk, Introduction: Can water use efficiency be modeled well enough to impact crop management?, Agronomy Journal, vol.101, issue.3, pp.423-425, 2009.

G. D. Farquhar, J. R. Ehleringer, and K. T. Hubick, Carbon isotope discrimination and photosynthesis, Annual Review of Plant Physiology and Plant Molecular Biology, vol.40, issue.1, pp.503-537, 1989.

Z. Flagella, T. Rotunno, E. Tarantino, R. Di-caterina, and A. Caro, Changes in seed yield and oil fatty acid composition of high oleic sunflower (Helianthus annuus L.) hybrids in relation to the sowing date and the water regime, European Journal of Agronomy, vol.17, issue.3, pp.12-18, 2002.

A. B. Frank and J. D. Berdahl, Gas exchange and water relations in diploid and tetraploid Russian wildrye, Crop Science, vol.41, issue.1, pp.87-92, 2001.

S. C. González-martínez, D. Huber, E. Ersoz, J. M. Davis, and D. B. Neale, Association genetics in Pinus taeda L. II. Carbon isotope discrimination, Heredity, vol.101, issue.1, pp.19-26, 2008.

F. D. Gunstone, Sunflower seed and oil, Lipid Technology, vol.25, issue.1, p.24, 2013.

P. Jackson, M. Robertson, M. Cooper, and G. Hammer, The role of physiological understanding in plant breeding; From a breeding perspective, Field Crops Research, vol.49, issue.1, pp.11-37, 1996.

M. T. Johnson, A. A. Agrawal, J. L. Maron, and J. P. Salminen, Heritability, covariation and natural selection on 24 traits of common evening primrose (Oenothera biennis) from a field experiment, Journal of Evolutionary Biology, vol.22, issue.6, pp.1296-1307, 2009.

M. B. Jones, Photosynthesis and production in a changing environment, pp.47-64, 1993.

M. J. Kearsey and H. S. Pooni, The genetical analysis of quantitative traits, 1998.

S. P. Kiani, P. Grieu, P. Maury, T. Hewezi, L. Gentzbittel et al., Genetic variability for physiological traits under drought conditions and differential expression of water stressassociated genes in sunflower, Helianthus annuus L.). Theoretical and Applied Genetics, vol.114, issue.2, pp.193-207, 2007.
URL : https://hal.archives-ouvertes.fr/hal-02656893

S. P. Kiani, P. Maury, L. Nouri, N. Ykhlef, P. Grieu et al., QTL analysis of yieldrelated traits in sunflower under different water treatments, Plant Breeding, vol.128, issue.4, pp.363-373, 2009.
URL : https://hal.archives-ouvertes.fr/hal-02660299

S. Kumar and B. Singh, Effect of water stress on carbon isotope discrimination and Rubisco activity in bread and durum wheat genotypes, Physiology and Molecular Biology of Plants, vol.15, issue.3, pp.281-287, 2009.

C. J. Lambrides, S. C. Chapman, and R. Shorter, Genetic variation for carbon isotope discrimination in sunflower: Association with transpiration efficiency and evidence for cytoplasmic inheritance, Crop Science, vol.44, issue.5, pp.1642-1653, 2004.

E. Marguerit, O. Brendel, E. Lebon, C. Van-leeuwen, and N. Ollat, Rootstock control of scion transpiration and its acclimation to water deficit are controlled by different genes, New Phytologist, vol.194, issue.2, pp.416-445, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01267814

C. D. Messina, D. Podlich, Z. Dong, M. Samples, and M. Cooper, Yield-trait performance landscapes: From theory to application in breeding maize for drought tolerance, Journal of Experimental Botany, vol.62, issue.3, pp.855-868, 2011.

M. A. Mian, D. A. Ashley, and H. R. Boerma, An additional QTL for water use efficiency in soybean, Crop Science, vol.38, issue.2, pp.390-393, 1998.

H. A. Pinheiro, F. M. Damatta, A. R. Chaves, M. E. Loureiro, and C. Ducatti, Drought tolerance is associated with rooting depth and stomatal control of water use in clones of Coffea canephora, Annals of Botany, vol.96, issue.1, pp.101-108, 2005.

A. Rajabi, E. S. Ober, and H. Griffiths, Genotypic variation for water use efficiency, carbon isotope discrimination, and potential surrogate measures in sugar beet, Field Crops Research, vol.112, issue.2-3, pp.172-181, 2009.

S. Rauf, Breeding sunflower (Helianthus annuus L.) for drought tolerance*, Communications in Biometry and Crop Science, vol.3, issue.31, pp.29-44, 2008.

G. J. Rebetzke, A. G. Condon, G. D. Farquhar, R. Appels, and R. A. Richards, Quantitative trait loci for carbon isotope discrimination are repeatable across environments and wheat mapping populations, Theoretical and Applied Genetics, vol.118, issue.1, pp.123-137, 2008.

G. J. Rebetzke, A. G. Condon, R. A. Richards, and G. D. Farquhar, Selection for reduced carbon isotope discrimination increases aerial biomass and grain yield of rainfed bread wheat, Crop Science, vol.42, issue.3, pp.739-745, 2002.

D. Rengel, S. Arribat, P. Maury, M. L. Martin-magniette, T. Hourlier et al., A gene-phenotype network based on genetic variability for drought responses reveals key physiological processes in controlled and natural environments, PLoS One, vol.7, issue.10, 2012.
URL : https://hal.archives-ouvertes.fr/hal-02644423

R. A. Richards, G. J. Rebetzke, A. G. Condon, and A. F. Van-herwaarden, Crop physiology & metabolism -breeding opportunities for increasing the efficiency of water use and crop yield in temperate cereals, Crop Science, vol.42, issue.1, pp.111-121, 2002.

R. A. Richards, G. J. Rebetzke, M. Watt, A. G. Condon, W. Spielmeyer et al., Breeding for improved water productivity in temperate cereals: Phenotyping, quantitative trait loci, markers and the selection environment, Functional Plant Biology, vol.37, issue.2, pp.85-97, 2010.

R. Serraj, Improving crop water use efficiency using carbon isotope discrimination, p.37062782, 2006.

R. K. Singh and B. D. Chaudhary, Biometrical methods in quantitative genetic analysis, 1977.

S. K. Singh and K. R. Reddy, Regulation of photosynthesis, fluorescence, stomatal conductance and water-use efficiency of cowpea (Vigna unguiculata, Walp.) under drought, vol.105, pp.40-50, 2011.

P. Sternberg, Physiological and morphological basis for differences in growth, water use and drought resistance among Cercis L. Taxa (Doctoral dissertation), 2012.

W. N. Stiller, J. J. Read, G. A. Constable, and P. E. Reid, Selection for water use efficiency traits in a cotton breeding program: Cultivar differences, Crop Science, vol.45, issue.3, pp.1107-1113, 2005.

F. Tardieu and T. Simonneau, Variability among species of stomatal control under fluctuating soil water status and evaporative demand: Modelling isohydric and anisohydric behaviours, Journal of Experimental Botany, vol.49, issue.Special, pp.419-432, 1998.
URL : https://hal.archives-ouvertes.fr/hal-02839176

F. Tardieu and R. Tuberosa, Dissection and modelling of abiotic stress tolerance in plants, Current Opinion in Plant Biology, vol.13, issue.2, pp.206-212, 2010.
URL : https://hal.archives-ouvertes.fr/hal-02663693

D. This, J. Comstock, B. Courtois, Y. Xu, N. Ahmadi et al., Genetic analysis of water use efficiency in rice (Oryza sativa L.) at the leaf level, Rice, vol.3, issue.1, pp.72-86, 2010.

J. M. Virgona and G. D. Farquhar, Genotypic variation in relative growth rate and carbon isotope discrimination in sunflower is related to photosynthetic capacity, Australian Journal of Plant Physiology, vol.23, issue.2, pp.227-236, 1996.

C. A. White, Increasing the water use efficiency (WUE) of tomato (S. lycopersicum) via manipulation of the abscisic acid (ABA) biosynthesis pathway (PhD thesis). Retrieved from Nottingham eTheses, 2011.

B. Zhao, M. Kondo, M. Maeda, Y. Ozaki, and J. Zhang, Water-use efficiency and carbon isotope discrimination in two cultivars of upland rice during different developmental stages under three water regimes, Plant and Soil, vol.261, issue.1-2, pp.61-75, 2004.

L. Zhu, S. H. Li, Z. S. Liang, X. Xu, and Y. Li, Relationship between carbon isotope discrimination, mineral content and gas exchange parameters in vegetative organs of wheat grown under three different water regimes, Journal of Agronomy and Crop Science, vol.196, issue.3, pp.175-184, 2010.