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Performance of several models for predicting budburst date of grapevine (Vitis vinifera L.)

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Abstract

The budburst stage is a key phenological stage for grapevine (Vitis vinifera L.), with large site and cultivar variability. The objective of the present work was to provide a reliable agro-meteorological model for simulating grapevine budburst occurrence all over France. The study was conducted using data from ten cultivars of grapevine (Cabernet Sauvignon, Chasselas, Chardonnay, Grenache, Merlot, Pinot Noir, Riesling, Sauvignon, Syrah, Ugni Blanc) and five locations (Bordeaux, Colmar, Angers, Montpellier, Epernay). First, we tested two commonly used models that do not take into account dormancy: growing degree days with a base temperature of 10°C (GDD10), and Riou’s model (RIOU). The errors of predictions of these models ranged between 9 and 21 days. Second, a new model (BRIN) was studied relying on well-known formalisms for orchard trees and taking into account the dormancy period. The BRIN model showed better performance in predicting budburst date than previous grapevine models. Analysis of the components of BRIN formalisms (calculation of dormancy, use of hourly temperatures, base temperature) explained the better performances obtained with the BRIN model. Base temperature was the main driver, while dormancy period was not significant in simulating budburst date. For each cultivar, we provide the parameter estimates that showed the best performance for both the BRIN model and the GDD model with a base temperature of 5°C.

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References

  • Alleweldt G (1963) Einfluss von klimafaktorem die zahl der inflorescenzen bei Reben. Wein-Wiss 18(2):61–70

    Google Scholar 

  • Baggiolini M (1952) Les stades repères dans le développement annuel de la vigne et leur utilisation pratique. Rev Romande Agric Vitic Arbor 8:4–6

    Google Scholar 

  • Bernstein Z (1984) L’amélioration de la régulation de débourrement dans les régions à hiver doux. Bull OIV 57:478–488

    Google Scholar 

  • Bidabe B (1965a) Contrôle de l’époque de floraison du pommier par une nouvelle conception de l’action de températures. C R Acad Agric Fr 49:934–945

  • Bidabe B (1965b) L’action des températures sur l’évolution des bourgeons de l’entrée en dormance à la floraison. 96 Congrès Pomologique, pp 51–56

  • Bindi M, Miglietta F, Gozzini B, Orlandini S, Seghi L (1997a) A simple model for simulation of growth and development in grapevine (Vitis vinifera L.). I. Model description. Vitis 36(2):67–71

    Google Scholar 

  • Bindi M, Miglietta F, Gozzini B, Orlandini S, Seghi L (1997b) A simple model for simulation of growth and development in grapevine (Vitis vinifera L.). II. Model validation. Vitis 36(2):73–76

    Google Scholar 

  • Bonhomme R (2000) Bases and limits to using “degree-day” units. Eur J Agron 13:1–10, doi:10.1016/S1161-0301(00)00058-7

    Google Scholar 

  • Brisson N, Gary C, Justes E, Roche R, Mary B, Ripoche D, Zimmer D, Sierra J, Bertuzzi P, Burger P, Bussière F, Cabidoche YM, Cellier P, Debaeke P, Gaudillère JP, Maraux F, Seguin B, Sinoquet H (2003) An overview of the crop model STICS. Eur J Agron 18:309–332, doi:10.1016/S1161-0301(02)00110-7

    Google Scholar 

  • Carbonneau A, Riou C, Guyon D, Riom J, Schneider C (1992) Agrométéorologie de la vigne en France. EUR-OP, Luxembourg, p 168

    Google Scholar 

  • Cesaraccio C, Spano D, Snyder RL, Duce P (2004) Chilling and forcing model to predict bud-burst of crop and forest species. Agric For Meteorol 126:1–13, doi:10.1016/j.agrformet.2004.03.010

  • Champagnol F (1984) Eléments de physiologie de la vigne et viticulture générale. Champagnol, Saint-Gely-du-Fesc, France

    Google Scholar 

  • Chuine I (2000) A unified model for budburst of trees. J Theor Biol 207:337–347, doi:10.1006/jtbi.2000.2178

    Google Scholar 

  • Chuine I, Kramer K, Hänninen H (2003) Plant development models. In: Schwartz MD (ed) Phenology: an integrative environmental science. Kluwer, Milwaukee, pp 217–235

    Google Scholar 

  • Chuine I, Seguin B (2008) The history and current status of the French Phenology Networks. In: Nekovar J, Koch E, Kubin E, Nejedlik P, Sparks T, Wielgolaski FE (eds) The history and current status of plant phenology in Europe. COST Office, Vammalan Kirjapaino Oy, pp 76–79

    Google Scholar 

  • Coombe BG (1995) Adoption of a system for identifying grapevine growth stages. Aust J Grape Wine Res 1:104–110, doi:10.1111/j.1755-0238.1995.tb00086.x

  • Crepinsek Z, Kajfez-Bogataj L, Bergant K (2006) Modelling of weather variability effect on fitophenology. Ecol Model 194:256–265, doi:10.1016/j.ecolmodel.2005.10.020

    Google Scholar 

  • De Melo-Abreu JP, Barranco D, Cordeiro AM, Tous J, Rogado BM, Villalobos FJ (2004) Modelling olive flowering date using chilling for dormancy release and thermal time. Agric For Meteorol 125:117–127, doi:10.1016/j.agrformet.2004.02.009

    Google Scholar 

  • Eichhorn KW, Lorenz DH (1977) Phönologische entwicklungsstadien der rebe. Nachrichtenbl Dtsch Pflanzenschutzdienst Braunschweig 29:119–120

    Google Scholar 

  • Galet P (1976) Précis de Viticulture. Dehan, Montpellier, France

    Google Scholar 

  • García de Cortázar-Atauri I, Brisson N, Seguin B, Gaudillere JP, Baculat B (2005) Simulation of budbreak date for vine. The BRIN model. Some applications in climate change study. In: Proceedings of XIV International GESCO Viticulture Congress, Geisenheim, Germany, 23–27 August, 2005, pp 485–490

  • García de Cortázar-Atauri I (2006) Adaptation du modèle STICS à la vigne (Vitis vinifera L.). Utilisation dans le cadre d’une étude du changement climatique à l’échelle de la France. PhD thesis of Ecole Supérieur Nationale d’Agronomie de Montpellier. Available at: [http://www.inra.fr/ea/sources/index.php?page=detail_these&id=200]

  • Gilreath PR, Buchanan DW (1981) Rest prediction model for low-chilling Sungold nectarine. J Am Soc Hortic Sci 106(4):426–429

    Google Scholar 

  • Gutierrez AP, Williams DW, Kido H (1985) A model of grape growth and development: the matematical structure and biological considerations. Crop Sci 25:721–728

    Article  Google Scholar 

  • Hänninen H, Slaney M, Linder S (2007) Dormancy release of Norway spruce under climatic warming: testing ecophysiological models of bud burst with a whole-tree chamber experiment. Tree Physiol 27(2):291–300 2007

    PubMed  Google Scholar 

  • Jones GV (2003) Winegrape phenology. In: Schwartz MD (ed) Phenology: an integrative environmental science. Kluwer, Milwaukee, pp 523–540

    Google Scholar 

  • Jones GV, Duchene E, Tomasi D, Yuste J, Braslavksa O, Schultz H, Martinez C, Boso S, Langellier F, Perruchot C, Guimberteau G (2005) Changes in European winegrape phenology and relationships with climate. In: Proceedings of XIV International GESCO Viticulture Congress, Geisenheim, Germany, 23–27 August, 2005, pp 55–62

  • Lang GA, Early JD, Martin GC, Darnell RL (1987) Endo-, para-, and ecodormancy: physiological terminology and classification for dormancy research. HortScience 22(3):371–377

    Google Scholar 

  • Liennard ME (2002) Contribution à l’étude de la prévision de la précocité de floraison et du déterminisme climatique des nécroses florales de l’Abricotier, Prunus armeniaca L., dans le contexte des changements climatiques. Institut National d’Horticulture, Angers

  • Manly BFJ (1991) Randomization, bootstrap and Monte Carlo methods in biology. Chapman and Hall, London

    Google Scholar 

  • McIntyre GN, Lider LA, Ferrari NL (1982) The chronological classification of grapevine phenology. Am J Enol Vitic 33(2):80–85

    Google Scholar 

  • Moncur MW, Rattigan K, Mackenzie DH, McIntyre GN (1989) Base temperatures for budbreak and leaf appearance of grapevines. Am J Enol Vitic 40(1):21–26

    Google Scholar 

  • Nigond J (1967) Recherches sur la dormance de la vigne. Ann Amelior Veget 9:I:107–152 II:197–232; III:273–338

    Google Scholar 

  • Oliveira M (1998) Calculation of budbreak and flowering base temperatures for Vitis vinifera cv. Touriga Francesa in the Douro Region of Portugal. Am J Enol Vitic 49(1):74–78

    Google Scholar 

  • Pouget R (1963) Recherches physiologiques sur le repos végétatif de la vigne (Vitis vinifera L.): la dormance des bourgeons et le mécanisme de sa disparition. PhD Thesis Bordeaux University & Ann Amelior Plantes 13 Special Issue

  • Pouget R (1968) Nouvelle conception du seuil de croissance chez la vigne. Vitis 7:201–205

    Google Scholar 

  • Pouget R (1972) Considérations générales sur le rythme végétatif et la dormance des bourgeons de la vigne. Vitis 11:198–217

    Google Scholar 

  • Pouget R (1988) Le débourrement des bourgeons de la vigne: méthode de prévision et principes d’établissement d’une échelle de précocité de débourrement. Conn Vigne-Vin 22(2):105–123

    Google Scholar 

  • Rea R, Eccel E (2006) Phenological models for blooming of apple in a mountainous region. Int J Biometeorol 51:1–16, doi:10.1007/s00484-006-0043-x

    Google Scholar 

  • Richardson EA, Seeley SD, Walker DR (1974) A model for estimating the completation of rest for Redhaven and Elberta peach trees. HortScience 9(4):331–332

    Google Scholar 

  • Richardson EA, Seeley SD, Walker RD, Anderson J, Ashcroft G (1975) Pheno-climatography of spring peach bud development. HortScience 10:236–237

    Google Scholar 

  • Riou C (1994) The effect of climate on grape ripening: application to the zoning of sugar content in the european community. CECA-CEE-CECA, Luxembourg

    Google Scholar 

  • Sarvas R (1974) Investigations on the annual cycle of development of forest trees. II. Autumn dormancy and winter dormancy. Commun Inst For Fenn 84:1–101

    Google Scholar 

  • Schultz HR (2000) Climate change and viticulture: a European perspective on climatology, carbon dioxide and UV-B effects. Aust J Grape Wine Res 6:2–12, doi:10.1111/j.1755-0238.2000.tb00156.x

  • Sellers WD (1965) Physical climatology. University of Chicago Press, Chicago, IL

    Google Scholar 

  • Shaultout AD, Unrath CR (1983) Rest completion prediction model for Starkrimson Delicious apples. J Am Soc Hortic Sci 108(6):957–961

    Google Scholar 

  • Wallach D, Goffinet B (1987) Mean squared error of prediction in models for studying ecological and agronomics systems. Biometrics 43:561–573

    Article  Google Scholar 

  • Wallach D (2006) Evaluating crop models. In: Wallach D, Makowski D, Jones JW (eds) Working with dynamic crop models. Evaluating, analyzing, parameterizing and using them. Elsevier, Amsterdam, pp 6–37

    Google Scholar 

  • Webb LB, Whetton PH, Barlow EWR (2007) Modelled impact of future climate change on the phenology of winegrapes in Australia. Aust J Grape Wine Res 13:165–175, doi:10.1111/j.1755-0238.2007.tb00247.x

    Google Scholar 

  • Wermelinger B, Baumgärtner J, Gutierrez AP (1991) A demographic model of assimilation and allocation of carbon and nitrogen in grapevines. Ecol Model 53:1–26

    Article  CAS  Google Scholar 

  • Williams DW, Williams LE, Barnett WW, Kelley KM, Mckenry MV (1985a) Validation of a model for the growth and development of the Thompson seedless grapevine. I. Vegetative growth and fruit yield. Am J Enol Vitic 36:275–282

    Google Scholar 

  • Williams DW, Andris HL, Beede RH, Luvisi DA, Norton MVK, Williams LE (1985b) Validation of a model for the growth and development of the Thompsom Seedless grapevine. II. Phenology. Am J Enol Vitic 36:283–289

    Google Scholar 

  • Winkler AJ, Cook JA, Kliewer WM, Lider LA (1962) General viticulture. University of California Press, Berkele

    Google Scholar 

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Correspondence to Iñaki García de Cortázar-Atauri.

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García de Cortázar-Atauri, I., Brisson, N. & Gaudillere, J.P. Performance of several models for predicting budburst date of grapevine (Vitis vinifera L.). Int J Biometeorol 53, 317–326 (2009). https://doi.org/10.1007/s00484-009-0217-4

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