Open Access
Review
Issue
OCL
Volume 23, Number 2, March-April 2016
Article Number D206
Number of page(s) 12
Section Dossier: Sunflower: some examples of current research / Tournesol : exemples de travaux de recherche
DOI https://doi.org/10.1051/ocl/2016004
Published online 19 February 2016
  • Agreste. 2015. La statistique, l’évaluation et la prospective agricole [WWW Document], Available at: agreste.agriculture.gouv.fr/ (accessed 10.2015). [Google Scholar]
  • Aguirrezabal LAN, Lavaud Y, Dosio GA, Izquierdo NG, Andrade FH, Gonzalez LM. 2003. Intercepted solar radiation during seed filling determines sunflower weight per seed and oil concentration. Crop Sci 43: 152–161. [CrossRef] [Google Scholar]
  • Aguirrezabal LAN, Martre P, Pereyra-Irujo G, Echarte MM, Izquierdo N. 2015. Improving grain quality: ecophysiological and modeling tools to develop management and breeding strategies. In: Sadras VO, Calderini D. (eds.), Crop Physiology: Applications for genetic improvement and agronomy. Elsevier, pp. 423–465. [Google Scholar]
  • Alkio M, Grimm E. 2003. Vascular connections between the receptacle and empty achenes in sunflower (Helianthus annuus L). J. Exp. Bot. 54: 345–348. [CrossRef] [PubMed] [Google Scholar]
  • Alahdadi I, Oraki H, Parhizkar Khajani F. 2011. Effect of water stress on yield and yield components of sunflower hybrids. Afr. J. Biotechnol. 10: 6504–6509. [Google Scholar]
  • Anastasi U, Santonoceto C, Giuffre AM, Sortino O, Gresta F, Abbate V. 2010. Yield performance and grain lipid composition of standard and oleic sunflower as affected by water supply. Field Crops Res. 119: 145–153. [CrossRef] [Google Scholar]
  • Andrianasolo FN. 2014. Modélisation statistique et dynamique de la composition de la graine de tournesol (Helianthus annuus L.) sous l’influence des facteurs agronomiques et environnementaux, Ph.D. thesis, INP Toulouse. [Google Scholar]
  • Andrianasolo FN, Champolivier L, Maury P, Debaeke P. 2012. Plant density contribution to seed oil content: the responses of contrasting sunflower genotypes grown in multi-environmental network. In: Proc. 18th Int. Sunf. Conf., Mar del Plata, Argentina, pp. 724–729. [Google Scholar]
  • Andrianasolo FN, Casadebaig P, Maza E, Champolivier L, Maury P, Debaeke P. 2014. Prediction of sunflower grain oil concentration as a function of variety, crop management and environment using statistical models. Eur. J. Agron. 54: 84–96. [CrossRef] [Google Scholar]
  • Angeloni P, Echarte MM, Aguirrezabal LAN. 2012. Temperature during grain filling affects grain weight and oil concentration in sunflower hybrid both directly and through the reduction of radiation interception. In: Proc. 18th Int. Sunf. Conf., Mar del Plata, Argentina, pp. 354–359. [Google Scholar]
  • Balalic I, Zoric M, Brankovic G, Terzic S, Crnobarac J. 2012. Interpretation of hybrid × sowing date interaction for oil content and oil yield in sunflower. Field Crops Res. 137: 70–77. [CrossRef] [Google Scholar]
  • Bauchot A, Merrien A. 1988. Teneur en protéines des graines de tournesol et état protéique foliaire: revue bibliographique. Inf. Tech. CETIOM 102: 18–28. [Google Scholar]
  • Berger M, Ayerdi-Gotor A, Sarrafi A, Maury P, Daydé J, Calmon A. 2010. Compréhension du determinisme de la qualité des huiles du tournesol face aux nouvelles attentes OCL 17: 171–184. [CrossRef] [EDP Sciences] [Google Scholar]
  • Blanchet R, Piquemal M, Cavalié G, Hernandez M, Quinones H. 1988. Influence de contraintes hydriques sur la répartition des assimilats entre les organes du tournesol. In: Proc. 12th Int. Sunf. Conf., Novi-Sad, Yugoslavia, pp. 124–129. [Google Scholar]
  • Boote KJ, Jones JW, Batchelor WD, Nafziger ED, Myers O. 2003. Genetic coefficients in the CROPGRO-Soybean model. Agron. J. 95: 32–51. [CrossRef] [Google Scholar]
  • Bordat A, Debaeke P, Dechamp-Guillaume G, Mestries E, Seassau C, Vincourt P. 2011. Phoma et dessèchement précoce du tournesol. Coll Les Points Techniques du CETIOM, 86 p. [Google Scholar]
  • Borredon ME, Berger M, Dauguet S, et al. 2011. Débouchés actuels et futures du tournesol produit en France – Critères de qualité. Innov. Agron. 14: 19–38. [Google Scholar]
  • Brisson N, Gary C, Justes E, et al. 2003. An overview of the crop model STICS. Eur. J. Agron. 18: 309–332. [CrossRef] [Google Scholar]
  • Cancalon P. 1971. Chemical composition of sunflower seed hulls. J. Am. Oil Chem. Soc. 48: 639–631. [CrossRef] [Google Scholar]
  • Canvin DT. 1965. The effect of temperature on the oil content and fatty acid composition of the oil from several oil seed crops. Can. J. Bot. 43: 63–69. [CrossRef] [Google Scholar]
  • Casadebaig P. 2008. Analyse et modélisation de l’interaction génotype-environnement-conduite de culture: application au tournesol (Helianthus annuus L), Ph.D. thesis, INP Toulouse. [Google Scholar]
  • Casadebaig P, Guilioni L, Lecoeur J, Christophe A, Champolivier L, Debaeke P. 2011. SUNFLO, a model to simulate genotype-specific performance of the sunflower crop in contrasting environments. Agric. For. Met. 151: 163–178. [CrossRef] [Google Scholar]
  • Cechin I, Rossi SC, Oliveira VC, Fumis TF. 2006. Photosynthetic responses and proline content of mature and young leaves of sunflower plants under water deficit. Photosynthetica 44: 143–146. [CrossRef] [Google Scholar]
  • Champolivier L, Merrien A. 1996. Évolution de la teneur en huile et de sa composition en acides gras chez deux variétés de tournesol (oléique ou non) sous l’effet de températures différentes pendant la maturation des graines. OCL 3: 140–144. [Google Scholar]
  • Champolivier L, Kichey S, Reau R, Le Bail M. 2004. An analysis of the economical effects of crop management modifications in order to improve the sunflower oilseed content at the scale of a primary elevator supplying area. In: Proc. 16th Int. Sunf. Conf., Fargo, ND, USA, pp. 207–212. [Google Scholar]
  • Champolivier L, Debaeke P, Thibierge J, et al. 2011. Construire des stratégies de production adaptées aux débouchés à l’échelle du bassin de collecte. Innov. Agron. 14: 39–57. [Google Scholar]
  • Champolivier L, Debaeke P, Merrien A. 2011. Pourquoi irriguer le tournesol, une culture réputée tolérante à la sécheresse ? Innov. Agron. 14: 151–164. [Google Scholar]
  • Chapman SC, Hammer GL, Meinke H. 1993. A sunflower simulation model: I. Model development. Agron. J. 85: 725–735. [CrossRef] [Google Scholar]
  • Chervet B, Vear F. 1989. Evolution des caractéristiques de la graine et du capitule chez le tournesol au cours de la maturation. Agronomie 9: 305–313. [CrossRef] [EDP Sciences] [Google Scholar]
  • Chimenti CA, Hall AJ, Lopez MS. 2001. Embryo-growth rate and duration in sunflower as affected by temperature. Field Crops Res. 69: 81–88. [CrossRef] [Google Scholar]
  • Connor DJ, Fereres E, 1999. A dynamic model of crop growth and partitioning of biomass. Field Crops Res. 63, 139–157. [CrossRef] [Google Scholar]
  • Connor DJ, Hall AJ. 1997. Sunflower physiology. In Schneiter AA (ed.), Sunflower Technology and Production, Agronomy Monograph 35, ASA-CSSA-SSSA. Madison, WI, USA, pp. 113–182. [Google Scholar]
  • De la Vega AJ, Hall AJ. 2002. Effects of planting date, genotype and their interaction on sunflower yield. II. Components of oil yield. Crop Sci. 42: 1202–1210. [CrossRef] [Google Scholar]
  • De la Vega AJ, Cantore MA, Sposaro MM, Trapani N, Lopez Pereira M, Hall AJ. 2011. Canopy stay-green and yield in non-stressed sunflower. Field Crops Res. 121: 175–185. [CrossRef] [Google Scholar]
  • Debaeke P, Casadebaig P, Haquin B, Mestries E, Palleau JP, Salvi F. 2010. Simulation de la réponse variétale du tournesol à l’environnement à l’aide du modèle SUNFLO. OCL 17: 143–151. [CrossRef] [EDP Sciences] [Google Scholar]
  • Debaeke P, Mestries E, Desanlis M, Seassau C. 2014. Effects of crop management on the incidence and severity of fungal diseases in sunflower In: Arribas JE (ed.), Sunflowers: Growth and Development, Environmental Influences and Pests/Diseases. Nova Science Pubs, New York, USA, pp. 201–226. [Google Scholar]
  • Denis L, Vear F. 1996. Variation of hullability and other seed characteristics among sunflower lines and hybrids. Euphytica 87: 177–187. [CrossRef] [Google Scholar]
  • Diaz Franco A, Ortegon Morales A. 1997. Influence of sunflower stem canker (Diaporthe helianthi) on seed quality and yield during seed development. Helia 20: 57–62. [Google Scholar]
  • Diepenbrock W, Long M, Feil B. 2001. Yield and quality of sunflower as affected by row orientation, row spacing and plant density. Bodenkultur 52: 29–36. [Google Scholar]
  • Dosio GAA, Aguirrezabal LAN, Andrade FH, Pereyra VR. 2000. Solar radiation intercepted during seed filling and oil production in two sunflower hybrids. Crop Sci. 40: 1637–1644. [CrossRef] [Google Scholar]
  • Ebrahimi A, Maury P, Berger M, et al. 2008. QTL mapping of seed-quality traits in sunflower recombinant inbred lines under different water regimes. Genome 51: 599–615. [CrossRef] [PubMed] [Google Scholar]
  • Echarte MM, Pereyra-Irujo PI, Covi M, Izquierdo NG, Aguirrezabal LAN. 2010. Producing better sunflower oils in a changing environment, in: Advances in Fats and Oil Research, Transworld Research Network Mabel Cristina Tomás, Argentina, pp. 1–23 [Google Scholar]
  • FAO. 2014. Food and Agriculture Organization of the United Nations, [WWW Document], Available at: http://www.fao.org/ (accessed 08/2014). [Google Scholar]
  • Fick GN. 1975. Heritability of oil content in sunflowers. Crop Sci. 15: 77–78. [CrossRef] [Google Scholar]
  • Fick GN. 1978. Sunflower breeding and genetics. In: JF Carter (ed.), Sunflower Science and Technology. Agronomy Monograph 19, ASA-CSSA-SSSA. Madison, WI, USA, pp. 279–337. [Google Scholar]
  • Flagella Z, Rotunno T, Tarantino E, Di Caterina R,De Caro A. 2002. 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. Eur. J. Agron. 17: 221–230. [CrossRef] [Google Scholar]
  • Gabrielle B, Denoroy P, Gosse G, Justes E, Andersen MN. 1998. Development and evaluation of a CERES-type model for winter oilseed rape. Field Crops Res. 57: 95–111. [CrossRef] [Google Scholar]
  • Geleta S, Baltensperger DD, Binford GD, Miller JF. 1997. Sunflower response to nitrogen and phosphorus in wheat-fallow cropping systems. J. Prod. Agric. 10: 466–472. [CrossRef] [Google Scholar]
  • Goffner D, Cazalis R, du Sert CP, Calmes J, Cavalié G. 1988. 14C photoassimilate partitioning in developing sunflower seeds. J. Exp. Bot. 39: 1411–1420. [CrossRef] [Google Scholar]
  • Goksoy AT, Turan ZM, Acikgoz E. 1998. Effect of planting date and plant population on seed and oil yields and plant characteristics in sunflower (Helianthus annuus L). Helia 21 (28): 107–115. [Google Scholar]
  • Gubbels GH, Dedio W. 1986. Effect of plant density and soil fertility on oilseed sunflower genotypes. Can. J. Plant Sci. 66: 521–527. [CrossRef] [Google Scholar]
  • Gulya TJ, Vick BA, Nelson BD. 1989. Sclerotinia Head Rot of sunflower In North-Dakota – 1986 incidence, effect on yield and oil components, and sources of resistance. Plant Dis. 73: 504–507. [CrossRef] [Google Scholar]
  • Gulya TJ, Rashid KY, Masirevic SM. 1997. Sunflower diseases In: Schneiter AA (ed.), Sunflower Technology and Production, ASA-CSSA-SSSA. Madison, WI, USA, pp. 263–379. [Google Scholar]
  • Hall AJ. 2004. Advances in the physiology of the sunflower crop: a ten-year progress report. In: Proc.16th Int. Sunf. Conf., Fargo, North Dakota, USA, pp. 29–41. [Google Scholar]
  • Hall AJ, Connor DJ, Whitfield DM. 1989. Contribution of pre-anthesis assimilates to grain-filling in irrigated and water-stressed sunflower crops. I. Estimates using labelled carbon. Field Crops Res. 20: 95–112. [CrossRef] [Google Scholar]
  • Hall AJ, Whitfield DM, Connor DJ. 1990. Contribution of pre-anthesis assimilates to grain-filling in irrigated and water-stressed sunflower crops. II. Estimates from a carbon budget. Field Crops Res. 24: 273–294. [CrossRef] [Google Scholar]
  • Harris HC, McWilliams JR, Mason WK. 1978. Influence of temperature on oil content and composition of sunflower seed. Aust. J. Agric. Res. 29: 1203–1212. [CrossRef] [Google Scholar]
  • Hoes A. 1972. Losses due to Verticillium wilt in sunflower. Phytopathol. 62: 764. [CrossRef] [Google Scholar]
  • Hsiao TC. 1973. Plant responses to water stress. Ann. Rev. Plant Physiol. 24: 519–570. [CrossRef] [Google Scholar]
  • Izquierdo NG, Dosio GAA, Cantarero M, Lujan J, Aguirrezabal LAN. 2008. Weight per grain, oil concentration, and solar radiation intercepted during grain filling in black hull and striped hull sunflower hybrids. Crop Sci. 48: 688–699. [CrossRef] [Google Scholar]
  • Jeuffroy MH, Valantin-Morison M, Champolivier L, Reau R. 2006. Azote, rendement et qualité des graines: mise au point et utilisation du modèle Azodyn-colza pour améliorer les performances du colza vis-à-vis de l’azote. OCL 13: 388–392. [CrossRef] [EDP Sciences] [Google Scholar]
  • Jouffret P, Labalette F, Thibierge J. 2011. Atouts et besoins en innovations du tournesol pour une agriculture durable. Innov. Agron. 14: 1–17. [Google Scholar]
  • Knowles PF. 1978. Morphology and anatomy. In: Carter JF. (ed.), Sunflower Science and Technology. Agronomy Monograph 19, ASA-CSSA-SSSA. Madison. WI, USA, pp. 55–87. [Google Scholar]
  • Li W, Zhou Z, Meng Y, Xu N, Fok M. 2009. Modeling boll maturation period, seed growth, protein, and oil content of cotton (Gossypium hirsutum L.) in China. Field Crops Res. 112: 131–140. [CrossRef] [Google Scholar]
  • Lindström LI, Pellegrini CN, Aguirrezabal LAN, Hernández LF. 2006. Growth and development of sunflower fruits under shade during pre and early post-anthesis period. Field Crops Res. 96: 151–159. [CrossRef] [Google Scholar]
  • Lindström LI, Pellegrini CN, Hernandez LF. 2007. Histological development of the sunflower fruit pericarp as affected by pre-and early post-anthesis canopy shading. Field Crops Res. 103: 229–238. [CrossRef] [Google Scholar]
  • Lopez Pereira M, Trapani N, Sadras VO. 2000. Genetic improvement of sunflower in Argentina between 1930 and 1995: Part III. Dry matter partitioning and grain composition. Field Crops Res. 67: 215–221. [CrossRef] [Google Scholar]
  • Lopez Pereira M, Berney A, Hall AJ, Trapani N. 2008. Contribution of pre-anthesis photoassimilates to grain yield: Its relationship with yield in Argentine sunflower cultivars released between 1930 and 1995. Field Crops Res. 105: 88–96. [CrossRef] [Google Scholar]
  • Mantese AI, Medan D, Hall AJ. 2006. Achene structure, development and lipid accumulation in sunflower cultivars differing in oil content at maturity. Ann. Bot. 97: 999–1010. [CrossRef] [PubMed] [Google Scholar]
  • Maury P, Mojayad F, Berger M, Planchon C. 1996. Photosynthesis response to drought acclimation in two sunflower genotypes. Physiol. Plant 98: 57– 66. [CrossRef] [Google Scholar]
  • Maury P, Langlade N, Grieu P, et al. 2011. Ecophysiologie et génétique de la tolérance à la sécheresse chez le tournesol. Innov. Agron. 14: 123–138. [Google Scholar]
  • Merrien A. 1992. Physiologie du tournesol. CETIOM, Paris, 65 p. [Google Scholar]
  • Merrien A, Krouti M, Diaz J. 2010. Usage du proche infrarouge pour la détermination de la qualité des graines oléagineuses. OCL 17: 71–74. [CrossRef] [EDP Sciences] [Google Scholar]
  • Monteith JL, Moss CJ. 1977. Climate and the efficiency of crop production in Britain. Philos. Trans. Royal Soc. Lond. B Biol. Sci. 281: 277–294. [CrossRef] [Google Scholar]
  • Nagao A, Yamazaki M. 1984. Effect of temperature during maturation on fatty acid composition of sunflower seed. Agric. Biol. Chem. 48: 553–555. [CrossRef] [Google Scholar]
  • Ozer H, Polat T, Ozturk E. 2004. Response of irrigated sunflower (Helianthus annuus L.) hybrids to nitrogen fertilization: growth, yield and yield components. Plant Soil Environ. 50: 205–211. [CrossRef] [Google Scholar]
  • Pan J, Zhu Y, Jiang D, Dai T, Li Y, Cao W. 2006. Modeling plant nitrogen uptake and grain nitrogen accumulation in wheat. Field Crops Res. 97: 322–336. [CrossRef] [Google Scholar]
  • Pereyra-Irujo GA, Aguirrezábal LAN. 2007. Sunflower yield and oil quality interactions and variability: Analysis through a simple simulation model. Agric. For. Met. 143: 252–265. [CrossRef] [Google Scholar]
  • Petcu E, Babeanu N, Popa O, Partal E, Pricop SM. 2010. Effect of planting date, plant population and genotype on oil content and fatty acid composition in sunflower. Roman. Agric. Res. 27: 53–57. [Google Scholar]
  • Picq G, Abramovsky, P. 1989. Indicateurs et conditions de croissance associés à la teneur et au rendement en huile et en protéines des akènes de tournesol (Helianthus annuus). Inf. Tech. CETIOM 108: 18–29. [Google Scholar]
  • Pilorgé E. 2010. Nouveau contexte environnemental et réglementaire: quel impact pour la culture du tournesol ? OCL 17: 136–138. [CrossRef] [EDP Sciences] [Google Scholar]
  • Piva G, Bouniols A, Mondies G. 2000. Effect of cultural conditions on yield, oil content and fatty acid composition of sunflower kernel. In: Proc. 15th Int. Sunf. Conf., Toulouse, France, pp. 61–66. [Google Scholar]
  • Prolea, 2009. La filière française des huiles et protéines végétales [WWW Document], Available at: http://www.proleacom/ (accessed 10/2015). [Google Scholar]
  • Prolea, 2012. De la production à la consommation. Statistiques des Oléagineux et Protéagineux. Prolea Documentation, Paris, 48 p. [Google Scholar]
  • Quere L. 2004. Des facteurs clés limitants pour le tournesol identifiés en 2003. Oléoscope 79: 31–32. [Google Scholar]
  • Rizzardi MA, da Silva PRF, da Rocha AB. 1992. Dry matter and oil partitioning in sunflower achenes as a function of cultivar and plant density. In Proc. 13th Int. Sunf. Conf., Pisa, Italy, pp. 7–11. [Google Scholar]
  • Roche J. 2005. Composition de la graine de tournesol (Helianthus annuus L.) sous l’effet conjugué des contraintes agri-environnementales et des potentiels varietaux, Ph.D. thesis, INP Toulouse. [Google Scholar]
  • Roche J, Bouniols A, Mouloungui Z, Barranco T, Cerny M. 2006. Management of environmental crop conditions to produce useful sunflower oil components. Eur. J. Lipid Sci. Technol. 108: 287–297. [CrossRef] [Google Scholar]
  • Rondanini D, Savin R, Hall AJ. 2003. Dynamics of fruit growth and oil quality of sunflower (Helianthus annuus L.) exposed to brief intervals of high temperature during grain filling. Field Crops Res. 83: 79–90. [CrossRef] [Google Scholar]
  • Sadras VO, Connor DJ, Whitfield DM. 1993. Yield, yield components and source-sink relationships in water-stressed sunflower. Field Crops Res. 31: 27–39. [CrossRef] [Google Scholar]
  • Santonoceto C, Anastasi U, Riggi E, Abbate V. 2003. Accumulation dynamics of dry matter, oil and major fatty acids in sunflower seeds in relation to genotype and water regime. Ital. J. Agron. 7: 3–14. [Google Scholar]
  • Schneiter AA, Miller JF, 1981. Description of sunflower growth stages. Crop Sci. 21: 901–903. [CrossRef] [Google Scholar]
  • Sezen SM, Yazr A, Kapur B, Tekin S. 2011. Comparison of drip and sprinkler irrigation strategies on sunflower seed and oil yield and quality under Mediterranean climatic conditions. Agric. Water Manag. 98: 1153–1161. [CrossRef] [Google Scholar]
  • Shabana R. 1974. Genetic variability of sunflower varieties and inbred lines, in: Proc. 6th Int. Sunf. Conf., Bucharest, Romania, pp. 263–269. [Google Scholar]
  • Steer BT, Coaldrake PD, Pearson CJ, Canty CP. 1986. Effects of nitrogen supply and population density on plant development and yield components of irrigated sunflower (Helianthus annuus L.). Field Crops Res. 13: 99–115. [CrossRef] [Google Scholar]
  • Tang S, León A, Bridges WC, Knapp SJ. 2006. Quantitative trait loci for genetically correlated seed traits are tightly linked to branching and pericarp pigment loci in sunflower. Crop. Sci. 46: 721–734. [CrossRef] [Google Scholar]
  • Tardieu F, Parent B, Caldeira CF, Welcker C. 2014. Genetic and physiological controls of growth under water deficit. Plant Physiol. 164: 1628–1635. [CrossRef] [PubMed] [Google Scholar]
  • Thompson JA, Heenan DP. 1994. Effect of sowing time on growth, yield, and oil characteristics of irrigated sunflower in southern new-south-wales. Aust. J. Exp. Agric. 34: 255–258. [CrossRef] [Google Scholar]
  • Tuck G, Glendininga MJ, Smith P, Housec JI, Wattenbach M. 2006. The potential distribution of bioenergy crops in Europe under present and future climate. Biomass Bioenergy 30: 183–197. [CrossRef] [Google Scholar]
  • Unger PW. 1980. Planting date effects on growth, yield, and oil of irrigated sunflower. Agron. J. 72: 914–916. [CrossRef] [Google Scholar]
  • Unger PW, Thompson TE. 1982. Planting date effects on sunflower head and seed development Agron. J. 74: 389–395. [CrossRef] [Google Scholar]
  • Vear F, Bony H, Joubert G, Tourvieille de Labrouhe DT, Pauchet I, Pinochet X. 2003. 30 years of sunflower breeding in France. OCL 10: 66–73. [CrossRef] [EDP Sciences] [Google Scholar]
  • Villalobos FJ, Hall AJ, Ritchie JT, Orgaz F. 1996. OILCROP-SUN: A development, growth, and yield model of the sunflower crop. Agron. J. 88: 403–415. [CrossRef] [Google Scholar]
  • Zheljazkov VD, Vick BA, Baldwin BS, Buehring N, Astatkie T, Johnson B. 2009. Oil content and saturated fatty acids in sunflower as a function of planting date, nitrogen rate, and hybrid. Agron. J. 101: 1003–1011. [CrossRef] [Google Scholar]
  • Zimmer DE, Zimmermann DC. 1972. Influence of some diseases on achene and oil quality of sunflower. Crop Sci. 12: 859–861. [CrossRef] [Google Scholar]

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