Modelling olive trees and grapevines in a changing climate

Environmental Modelling and Software

Volumn 72, Issue , 2015, Pages 387-401

  Moriondo, Marco ^a   Ferrise, Roberto ^b   Trombi, Giacomo ^b   Brilli, Lorenzo ^b   Dibari, Camilla ^b   Bindi, Marco ^b  

^a CNR   (Italy)

^b UNIVERSITY OF FLORENCE   (Italy)

Author keywords

Climate change; Crop yield; Simulation models; Tree crops

Indexed keywords

AGRICULTURE; CARBON DIOXIDE; CLIMATE MODELS; COMPOSTING; COMPUTER SIMULATION; CROPS; FORESTRY;

CLIMATE CHANGE IMPACT ASSESSMENTS; CROP YIELD; ELEVATED TEMPERATURE; FUTURE CLIMATE SCENARIOS; PROCESS-BASED MODELS; STATISTICAL APPROACH; STATISTICAL RELATIONSHIP; TREE CROPS;

CLIMATE CHANGE;

CARBON DIOXIDE; CLIMATE CHANGE; CLIMATE CONDITIONS; CROP IMPROVEMENT; CROP YIELD; DECIDUOUS TREE; ENVIRONMENTAL MODELING; SIMULATION; TEMPERATURE EFFECT; VINE;

VITIS;

EID: 84981357550     PISSN: 13648152     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.envsoft.2014.12.016     Document Type: Article

References (118)

1. Abdel-Razik, M., A model of the productivity of olive trees under optional water and nutrient supply in desert conditions. Ecol. Model. 45:3 (1989), 179–204 http://dx.doi.org/10.1016/0304-3800(89)90081-1.
2. Allen, R.G., Pereira, L.S., Raes, D., Smith, M., Crop Evapotranspiration - Guidelines for Computing Crop Water Requirements. FAO Irrigation and Drainage Paper 56, 1998, FAO, Rome, Italy http://www.fao.org/docrep/X0490E/x0490e00.htm.
3. Amir, J., Sinclair, T.R., A model of water limitation on spring wheat growth and yield. Field Crop Res. 28:1–2 (1991), 59–69 http://dx.doi.org/10.1016/0378-4290(91)90074-6.
4. Asseng, S., Ewert, F., Rosenzweig, C., Jones, J.W., Hatfield, J.L., Ruane, A.C., Boote, K.J., Thorburn, P.J., Rotter, R.P., Cammarano, D., Brisson, N., Basso, B., Martre, P., Aggarwal, P.K., Angulo, C., Bertuzzi, P., Biernath, C., Challinor, A.J., Doltra, J., Gayler, S., Goldberg, R., Grant, R., Heng, L., Hooker, J., Hunt, L.A., Ingwersen, J., Izaurralde, R.C., Kersebaum, K.C., Muller, C., Naresh Kumar, S., Nendel, C., O'Leary, G., Olesen, J.E., Osborne, T.M., Palosuo, T., Priesack, E., Ripoche, D., Semenov, M.A., Shcherbak, I., Steduto, P., Stockle, C., Stratonovitch, P., Streck, T., Supit, I., Tao, F., Travasso, M., Waha, K., Wallach, D., White, J.W., Williams, J.R., Wolf, J., Uncertainty in simulating wheat yields under climate change. Nat. Clim. Change 3 (2013), 827–832, 10.1038/Nclimate1916.
5. Avolio, E., Orlandi, F., Bellecci, C., Fornaciari, M., Federico, S., Assessment of the impact of climate change on the olive flowering in Calabria (southern Italy). Theor. Appl. Climatol. 107:3–4 (2012), 531–540, 10.1007/S00704-011-0500-2.
6. Barnuud, N.N., Zerihun, A., Gibberd, M., Bates, B., Berry composition and climate: responses and empirical models. Int. J. Biometeorol. 58 (2013), 1207–1223, 10.1007/S00484-013-0715-2.
7. Ben-Asher, J., Van Dam, J., Feddes, R.A., Jhorar, R.K., Irrigation of grapevines with saline water: II. Mathematical simulation of vine growth and yield. Agric. Water Manag. 83:1 (2006), 22–29, 10.1016/j.agwat.2005.11.006.
8. Bindi, M., Fibbi, L., Gozzini, B., Orlandini, S., Miglietta, F., Modelling the impact of future climate scenarios on yield and yield variability on grapevine. Clim. Res. 7 (1996), 213–224.
9. Bindi, M., Fibbi, L., Miglietta, F., Free Air CO2 Enrichment (FACE) of grapevine (Vitis vinifera L.): II. Growth and quality of grape and wine in response to elevated CO2 concentrations. Eur. J. Agron. 14:2 (2001), 145–155 http://dx.doi.org/10.1016/S1161-0301(00)00093-9.
10. Bindi, M., Miglietta, F., Gozzini, B., Orlandini, S., Seghi, L., A simple model for simulation of growth and development in grapevine (Vitis vinifera L.). II. Model validation. Vitis-Geilweilerhof 36 (1997), 73–76.
11. Bongi, P.A., Olive. Handbook of Environmental Physiology of Fruit Crops: Temperate Crops, 1994, 165–187.
12. Bota, J., Stasyk, O., Flexas, J., Medrano, H., Effect of water stress on partitioning of 14C-labelled photosynthates in Vitis vinifera. Funct. Plant Biol. 31:7 (2004), 697–708 http://dx.doi.org/10.1071/FP03262.
13. Boussadia, O., Steppe, K., Zgallai, H., Ben El Hadj, S., Braham, M., Lemeur, R., Van Labeke, M.C., Effects of nitrogen deficiency on leaf photosynthesis, carbohydrate status and biomass production in two olive cultivars ‘Meski'and ‘Koroneiki’. Sci. Hortic-Amsterdam 123:3 (2010), 336–342 http://dx.doi.org/10.1016/j.scienta.2009.09.023.
14. Brisson, N., Launay, M., Mary, B., Beaudoin, N., Conceptual Basis, Formalizations and Parameterization of the STICS Crop Model. Quae, Versailles, 2009.
15. Brisson, N., Gary, C., Justes, E., Roche, R., Mary, B., Ripoche, D., Zimmer, D., Sierra, J., Bertuzzi, P., Burger, P., Bussiere, F., Cabidoche, Y.M., Cellier, P., Debaeke, P., Gaudillere, J.P., Henault, C., Maraux, F., Seguin, B., Sinoquet, H., An overview of the crop model STICS. Eur. J. Agron. 18 (2003), 309–332 http://dx.doi.org/10.1016/S1161-0301(02)00110-7.
16. Buttrose, M.S., Vegetative growth of grapevine varieties under controlled temperature and light-intensity. Vitis 8 (1969), 280–285.
17. Caffarra, A., Eccel, E., Increasing the robustness of phenological models for Vitis vinifera cv. Chardonnay. Int. J. Biometeorol. 54:3 (2010), 255–267, 10.1007/s00484-009-0277-5.
18. Candolfi-Vasconcelos, M.C., Koblet, W., Howell, G.S., Zweifel, W., Influence of defoliation, rootstock, training system, and leaf position on gas exchange of Pinot noir grapevines. Am. J. Enol. Vitic. 45:2 (1994), 173–180.
19. Celano, G., Dichio, B., Montanaro, G., Nuzzo, V., Palese, A.M., Xiloyannis, C., Distribution of dry matter and amount of mineral elements in irrigated and non-irrigated olive trees. Acta Hortic. 474 (1997), 381–384.
20. Celette, F., Ripoche, A., Gary, C., WaLIS—A simple model to simulate water partitioning in a crop association: the example of an intercropped vineyard. Agric. Water Manag. 97:11 (2010), 1749–1759 http://dx.doi.org/10.1016/j.agwat.2010.06.008.
21. Cesaraccio, C., Spano, D., Snyder, R.L., Duce, P., Chilling and forcing model to predict bud-burst of crop and forest species. Agric. For. Meteorol. 126:1 (2004), 1–13 http://dx.doi.org/10.1016/j.agrformet.2004.03.002.
22. Chanishvili, S.S., Badridze, G.S., Barblishvili, T.F., Dolidze, M.D., Defoliation, photosynthetic rates, and assimilate transport in grapevine plants. Russ. J. Plant Physiol. 52:4 (2005), 448–453 doi: 1021-4437/05/5204.
23. Challinor, A.J., Slingo, J.M., Wheeler, T.R., Craufurd, P.Q., Grimes, D.I.F., Towards a combined seasonal weather and crop productivity forecasting system: determination of the spatial correlation scale. J. Appl. Meteorol. 42 (2003), 175–192.
24. Chuine, I., A unified model for budburst of trees. J. Theor. Biol. 207:3 (2000), 337–347 http://dx.doi.org/10.1006/jtbi.2000.2178.
25. Cola, G., Mariani, L., Salinari, F., Civardi, S., Bernizzoni, F., Gatti, M., Poni, S., Description and testing of a weather-based model for predictingphenology, canopy development and source–sink balance in Vitis vinifera L. cv. Barbera. Agric. For. Meteorol. 184 (2014), 117–136 http://dx.doi.org/10.1016/j.agrformet.2013.09.008.
26. Connor, D.J., Towards optimal designs for hedgerow olive orchards. Aust. J. Agric. Res. 57 (2006), 1067–1072, 10.1071/AR05448.
27. Dai, Z.W., Vivin, P., Barrieu, F., Ollat, N., Delrot, S., Physiological and modeling approaches to understand water and carbon fluxes during grape berry growth and quality development: a review. Aust. J. Grape Wine Res. 16 (2010), 70–85, 10.1111/j.1755-0238.2009.00071.x.
28. Dai, Z.W., Vivin, P., Robert, T., Milin, S., Li, S.H., Génard, M., Model-based analysis of sugar accumulation in response to source–sink ratio and water supply in grape (Vitis vinifera) berries. Funct. Plant Biol. 36:6 (2009), 527–540 http://dx.doi.org/10.1071/FP08284.
29. De Melo-Abreu, J.P., Barranco, D., Cordeiro, A.M., Tous, J., Rogado, B.M., Villalobos, F.J., Modeling olive flowering date using chilling for dormancy release and thermal time. Agric. For. Meteorol. 125:1–2 (2004), 117–127 http://dx.doi.org/10.1016/j.agrformet.2004.02.009.
30. Duchêne, E., Huard, F., Dumas, V., Schneider, C., Merdinoglu, D., The challenge of adapting grapevine varieties to climate change. Clim. Res., 41(3), 2010, 193.
31. Eitzinger, J., Thaler, S., Schmid, E., Strauss, F., Ferrise, R., Moriondo, M., Bindi, M., Palosuo, T., Rötter, R., Kersebaum, K.C., Olesen, J.E., Patil, R.H., Saylan, L., Çaldag, B., Çaylak, O., Sensitivities of crop models to extreme weather conditions during flowering period demonstrated for maize and winter wheat in Austria. J. Agric. Sci. 1:1 (2013), 1–23 http://journals.cambridge.org/abstract_S0021859612000779.
32. Farquhar, G.D., von Caemmerer, S., Berry, J.A., A biochemical model of photosynthetic CO2 assimilation in leaves of C3 species. Planta 149:1 (1980), 78–90, 10.1007/BF00386231.
33. Ferrise, R., Moriondo, M., Trombi, G., Miglietta, F., Bindi, M., Climate change impacts on typical Mediterranean crops and evaluation of adaptation strategies to cope with. Navarra, A., Tubiana, L., (eds.) Regional Assessment of Climate Change in the Mediterranean, 2013, Springer, Dordrecht, The Netherlands.
34. Ferrise, R., Trombi, G., Moriondo, M., Bindi, M., Climate change and grapevines: a simulation study for the Mediterranean Basin. J. Wine Econ., 2015, 1–17, 10.1017/jwe.2014.30 (in press).
35. Fraga, H., Malheiro, A.C., Moutinho-Pereira, J., Santos, J.A., An overview of climate change impacts on European viticulture. Food Energy Secur. 1:2 (2012), 94–110.
36. Galán, C., García-Mozo, H., Vázquez, L., Ruiz, L., Díaz De La Guardia, C., Domínguez-Vilches, E., Modeling olive crop yield in Andalusia, Spain. Agron. J. 100:1 (2008), 98–104, 10.2134/agrojnl2006.0345.
37. Galán, C., Vázquez, L., Garcıa-Mozo, H., Domınguez, E., Forecasting olive (Olea Europaea) crop yield based on pollen emission. Field Crop Res. 86:1 (2004), 43–51 http://dx.doi.org/10.1016/S0378-4290(03)00170-9.
38. García de Cortázar-Atauri, I., 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:, 2006 http://www.inra.fr/ea/sources/index.php?page=detail_these&id=200.
39. Garcia de Cortazar-Atauri, I., Chuine, I., Donatelli, M., Parker, A.K., van Leeuwen, C., A curvilinear process-based phenological model to study impacts of climate change on grapevine (Vitis vinifera L.). Proceedings of Agro 2010: the 11th ESA Congress, Montpellier, France (Agropolis International Editions: Montpellier), 2010, 907–908.
40. Garcia de Cortazar-Atauri, I.G., Brisson, N., Ollat, N., Jacquet, O., Payan, J.C., Asynchronous dynamics of grapevine (Vitis vinifera) maturation: experimental study for a modeling approach. J. Int. Sci. de la Vigne du Vin 43:2 (2009), 83–97.
41. Godwin, D., White, B., Sommer, K., Walker, R., Goodwin, I., Clingeleffer, P., VineLOGIC – a model of grapevine growth, development and water use. Dundon, C., Hamilton, R., Johnstone, R., Partridge, S., (eds.) Managing Water, 2002, Australian Society of Viticulture and Oenology Inc., Adelaide, 46–50.
42. Grechi, I., Vivin, P.H., Hilbert, G., Milin, S., Robert, T., Gaudillère, J.P., Effect of light and nitrogen supply on internal C: N balance and control of root-to-shoot biomass allocation in grapevine. Environ. Exp. Bot. 59:2 (2007), 139–149 http://dx.doi.org/10.1016/j.envexpbot.2005.11.002.
43. Gutierrez, A.P., Ponti, L., Cossu, Q.A., Effects of climate warming on Olive and olive fly (Bactrocera oleae (Gmelin)) in California and Italy. Clim. Change 95:1–2 (2009), 195–217.
44. Gutierrez, A.P., Williams, D.W., Kido, H., A model of grape growth and development: the mathematical structure and biological considerations. Crop Sci. 25 (1985), 721–728.
45. Jones, G.V., Davis, R.E., Climate influences on Grapevine phenology, grape composition, and wine production and quality for bordeaux, France. Am. J. Enol. Vitic. 51:3 (2000), 249–261.
46. Jones, G.V., White, M.A., Cooper, O.R., Storchmann, K., Climate change and global wine quality. Clim. Change 73:3 (2005), 319–343, 10.1007/s10584-005-4704-2.
47. Keller, M., Koblet, W., Dry matter and leaf area partitioning, bud fertility and second season growth of Vitis vinifera L.: responses to nitrogen supply and limiting irradiance. Vitis 34:2 (1995), 77–83.
48. Kimball, B.A., Kobayashi, K., Bindi, M., Responses of agricultural crops to free-air CO2 enrichment. Adv. Agron. 77 (2002), 293–368 http://handle.nal.usda.gov/10113/50534.
49. Landau, S., Mitchell, R.A.C., Barnett, V., Colls, J.J., Craigon, J., Payne, R.W., A parsimonious, multiple-regression model of wheat yield response to environment. Agric. For. Meteorol. 101:2–3 (2000), 151–166 http://dx.doi.org/10.1016/S0168-1923(99)00166-5.
50. Laniak, G.F., Olchin, G., Goodall, J., Voinov, A., Hill, M., Glynn, P., Whelan, G., Geller, G., Quinn, N., Blind, M., Peckham, S., Reaney, S., Gaber, N., Kennedy, R., Hughes, A., Integrated environmental modeling: a vision and roadmap for the future. Environ. Model. Softw. 39 (2013), 3–23.
51. Lebon, E., Dumas, V., Pieri, P., Schultz, H.R., Modelling the seasonal dynamics of the soil water balance of vineyards. Funct. Plant Biol. 30 (2003), 699–710, 10.1071/FP02222.
52. Lebon, E., Pellegrino, A., Louarn, G., Lecoeur, J., Branch development controls leaf area dynamics in Grapevine (Vitis vinifera) growing in drying soil. Ann. Bot. 98:1 (2006), 175–185, 10.1093/aob/mcl085.
53. Lebon, E., Pellegrino, A., Tardieu, F., Lecoeur, J., Shoot development in grapevine (Vitis vinifera) is affected by the modular branching pattern of the stem and intra- and inter-shoot trophic competition. Ann. Bot. 93 (2004), 263–274, 10.1093/aob/mch038.
54. Liu, H.F., Wu, B.H., Fan, P.G., Xu, H.Y., Li, S.H., Inheritance of sugars and acids in berries of grape (Vitis vinifera L.). Euphytica 153 (2007), 99–107, 10.1007/s10681-006-9246-9.
55. Lobell, D.B., Field, C.B., Cahill, K.N., Bonfils, C., Impacts of future climate change on California perennial crop yields: model projections with climate and crop uncertainties. Agric. For. Meteorol. 141:2–4 (2006), 208–218 http://dx.doi.org/10.1016/j.agrformet.2006.10.006.
56. Lobell, D.B., Field, C.B., Global scale climate–crop yield relationships and the impacts of recent warming. Environ. Res. Lett. 2:1 (2007), 14–21, 10.1088/1748-9326/2/1/014002.
57. Louarn, G., Lecoeur, J., Lebon, E., A three-dimensional statistical reconstruction model of Grapevine (Vitis vinifera) simulating canopy structure variability within and between Cultivar/Training system pairs. Ann. Bot. 101:8 (2008), 1167–1184, 10.1093/aob/mcm170.
58. Loumou, A., Giourga, C., Olive groves: “The life and identity of the Mediterranean”. Agric. Hum. Values 20:1 (2003), 87–95, 10.1023/A%3A1022444005336.
59. Lovelli, S., Perniola, M., Di Tommaso, T., Ventrella, D., Moriondo, M., Amato, M., Effects of rising atmospheric CO2 on crop evapotranspiration in a Mediterranean area. Agric. Water Manag. 97:9 (2010), 1287–1292 http://dx.doi.org/10.1016/j.agwat.2010.03.005.
60. Luo, Y., Jackson, R.B., Field, C.B., Mooney, H.A., Elevated CO2 increases belowground respiration in California grasslands. Oecologia 108:1 (1996), 130–137, 10.1007/BF00333224.
61. Maselli, F., Chiesi, M., Brilli, L., Moriondo, M., Simulation of olive fruit yield in Tuscany through the integration of remote sensing and ground data. Ecol. Model. 244 (2012), 1–12 http://dx.doi.org/10.1016/j.ecolmodel.2012.06.028.
62. Matese, A., Crisci, A., Di Gennaro, S.F., Primicerio, J., Tomasi, D., Marcuzzo, P., Guidoni, S., Spatial variability of meteorological conditions at different scales in viticulture. Agric. For. Meteorol. 189–190 (2014), 159–167 http://dx.doi.org/10.1016/j.agrformet.2014.01.020.
63. 2 improve salt tolerance in olive trees?. J. Plant Physiol. 165:6 (2008), 631–640, 10.1016/j.jplph.2007.01.015.
64. Menzel, A., Sparks, T.H., Estrella, N., Koch, E., Aasa, A., Ahas, R., Alm-Kübler, K., Bissolli, P., Braslavská, O., Briede, A., Chmielewski, F.M., Crepinsek, Z., Curnel, Y., Dahl, A., Defila, C., Donnelly, A., Filella, Y., Jatczak, K., Måge, F., Mestre, A., Nordli, O., Peñuelas, J., Pirinen, P., Remišová, V., Scheifinger, H., Striz, M., Susnik, A., Van Vliet, A.J.H., Wielgolaski, F.E., Zach, S., Zust, A., European phenological response to climate change matches the warming pattern. Glob. Change Biol. 12 (2006), 1969–1976, 10.1111/j.1365-2486.2006.01193.x.
65. Moriondo, M., Orlandini, S., De Nuntiss, P., Mandrioli, P., Effect of agrometeorological parameters on the phenology of pollen emission and production of olive trees (Olea europea L.). Aerobiologia 17:3 (2001), 225–232, 10.1023/A:1011893411266.
66. Moriondo, M., Giannakopoulos, C., Bindi, M., Climate change impact assessment: the role of climate extremes in crop yield simulation. Clim. Change 104:3–4 (2011), 679–701, 10.1007/s10584-010-9871-0.
67. Moriondo, M., Bindi, M., Fagarazzi, C., Ferrise, R., Trombi, G., Framework for high-resolution climate change impact assessment on grapevines at a regional scale. Reg. Environ. Change 11:3 (2011), 553–567, 10.1007/s10113-010-0171-z.
68. Moriondo, M., Jones, G.V., Bois, B., Dibari, C., Ferrise, R., Trombi, G., Bindi, M., Projected shifts of wine regions in response to climate change. Clim. Change 119:3–4 (2013), 825–839, 10.1007/s10584-013-0739-y.
69. Moriondo, M., Trombi, G., Ferrise, R., Brandani, G., Dibari, C., Amman, C.M., Mariotti-Lippi, M., Bindi, M., Olive trees as bio-indicators of climate evolution in the Mediterranean Basin. Glob. Ecol. Biogeogr. 22 (2013), 818–833, 10.1111/geb.12061.
70. Moutinho-Pereira, J., Correia, C., Falco, V., Effects of elevated CO2 on grapevines grown under Mediterranean field conditions–impact on grape and wine composition. Aust. J. Grape Wine Res. 6 (2006), 2–12 http://www.oiv2007.hu/documents/viticulture/156_oiv2007_falco.pdf.
71. Mullins, M.G., Bouquet, A., Williams, L.E., Biology of the Grapevine. 1992, Cambridge University Press Available at: http://books.google.it/books?hl=enandlr=andid=wnNvmRjfxgQCandoi=fndandpg=PR9anddq=Biology+of+the+grapevine+mullins+1992andots=L_l02Fdtctandsig=iXymrntBhkMM9xiT0sA88D1QfOU (accessed 29.10.13).
72. Nemani, R.R., White, M.A., Cayan, R.D., Jones, G.V., Running, S.W., Coughlan, J.C., Peterson, D.L., Asymmetric warming over coastal California and its impact on the premium wine industry. Clim. Res. 19:1 (2001), 25–34.
73. Nendel, C., Kersebaum, K., A simple model approach to simulate nitrogen dynamics in vineyard soils. Ecol. Model. 177:1–2 (2004), 1–15 http://dx.doi.org/10.1016/j.ecolmodel.2004.01.014.
74. Nieto, O.M., Castro, J., Fernández, E., Smith, P., Simulation of soil organic carbon stocks in a Mediterranean olive grove under different soil-management systems using the RothC model. Soil Use Manage. 26:2 (2010), 118–125, 10.1111/j.1475-2743.2010.00265.x.
75. Norby, R.J., Hanson, P.J., ONeill, E.G., Tschaplinski, T.J., Weltzin, J.F., Hansen, R.A., Cheng, W.X., Wullschleger, S.D., Gunderson, C.A., Edwards, N.T., Johnson, D.W., Net primary productivity of a CO2-enriched deciduous forest and the implications for carbon storage. Ecol. Appl. 12:5 (2002), 1261–1266, 10.2307/3099969.
76. Orlandi, F., Avolio, E., Bonofiglio, T., Federico, S., Romano, B., Fornaciari, M., Potential shifts in olive flowering according to climate variations in southern Italy. Meteorol. Appl. 20 (2013), 497–503, 10.1002/met.1318.
77. Orlandini, S., Dalla Marta, A., Mattii, G.B., Analysis and agrometeorological modeling of grapevine responses to different trellising system. Vitis 47:2 (2008), 89–96.
78. Oyarzun, R.A., Stöckle, C.O., Whiting, M.D., A simple approach to modeling radiation interception by fruit-tree orchards. Agric. For. Meteorol. 142:1 (2007), 12–24 http://dx.doi.org/10.1016/j.agrformet.2006.10.004.
79. Pallas, B., Loi, C., Christophe, A., Cournède, P.H., Lecoeur, J., Comparison of three approaches to model grapevine organogenesis in conditions of fluctuating temperature, solar radiation and soil water content. Ann. Bot. 107:5 (2011), 729–745, 10.1093/aob/mcq173.
80. Palosuo, T., Kersebaum, K.C., Angulo, C., Hlavinka, P., Moriondo, M., Olesen, J.E., Patil, R.H., Ruget, F., Rumbaur, C., Takáč, J., Trnka, M., Bindi, M., Caldag, B., Ewert, F., Ferrise, R., Mirshel, W., Saylan, L., Siska, B., Rötter, R., et al. Simulation of winter wheat yield and its variability in different climates of Europe: a comparison of eight crop growth models. Eur. J. Agron. 35:3 (2011), 103–114 http://dx.doi.org/10.1016/j.eja.2011.05.001.
81. 2 exchange rate in two grapevine growth systems. Aust. J. Grape Wine Res. 9:1 (2003), 2–11, 10.1111/j.1755-0238.2003.tb00226.x.
82. 2 balance model in Vitis vinifera L. J. Am. Soc. Hortic. Sci. 131:2 (2006), 273–283.
83. Ponti, L., Gutierrez, A.P., Ruti, P.M., Dell'Aquila, A., Fine-scale ecological and economic assessment of climate change on olive in the Mediterranean Basin reveals winners and losers. Proc. Natl. Acad. Sci. U.S.A. 111:15 (2014), 5598–5603.
84. Quiroga, S., Iglesias, A., A comparison of the climate risks of cereal, citrus, grapevine and olive production in Spain. Agric. Syst. 101:1 (2009), 91–100 http://dx.doi.org/10.1016/j.agsy.2009.03.006.
85. Rodríguez-Lovelle, B., Gaudillère, J.P., Carbon and nitrogen partitioning in either fruiting or non-fruiting grapevines: effects of nitrogen limitation before and after veraison. Aust. J. Grape Wine Res. 8:2 (2002), 86–94, 10.1111/j.1755-0238.2002.tb00216.x.
86. Rötter, R.P., Palosuo, T., Kersebaum, K.C., Angulo, C., Bindi, M., Ewert, F., Ferrise, R., Hlavinka, P., Moriondo, M., Nendel, C., Olesen, J.E., Patil, R.H., Ruget, F., Takáč, J., Trnka, M., Simulation of spring barley yield in different climatic zones of Northern and Central Europe: a comparison of nine crop models. Field Crop Res. 133 (2012), 23–36 http://dx.doi.org/10.1016/j.fcr.2012.03.016.
87. Sadras, V.O., Soar, C.J., Shiraz vines maintain yields in response to a 2–4°C increase in maximum temperature using an open-top heating system at key phenostages. Eur. J. Agron. 31 (2009), 250–258.
88. Sage, R.F., Kubien, D.S., The temperature response of C3 and C4 photosynthesis. Plant Cell Environ. 30 (2007), 1086–1106, 10.1111/j.1365-3040.2007.01682.x.
89. Salazar-Parra, C., Aguirreolea, J., Sánchez-Díaz, M., Irigoyen, J.J., Morales, F., Climate change (elevated CO2, elevated temperature and moderate drought) triggers the antioxidant enzymes' response of grapevine cv. Tempranillo, avoiding oxidative damage. Physiol. Plant. 144:2 (2012), 99–110, 10.1111/j.1399-3054.2011.01524.x (Epub 10.11.11.).
90. Salazar-Parra, C., Aguirreolea, J., Sánchez-Díaz, M., Irigoyen, J.J., Morales, F., Photosynthetic response of Tempranillo grapevine to climate change scenarios. Ann. Appl. Biol. 161:3 (2012), 277–292, 10.1111/j.1744-7348.2012.00572.x.
91. Santos, J.A., Malheiro, A.C., Karremann, M.K., Pinto, J.G., Statistical modeling of grapevine yield in the Port Wine region under present and future climate conditions. Int. J. Biometeorol. 55:2 (2011), 119–131, 10.1007/s00484-010-0318-0 Epub 2010 May 12.
92. Schlenker, W., Roberts, M.J., Nonlinear temperature effects indicate severe damages to US crop yields under climate change. Proc. Natl. Acad. Sci. U.S.A. 106:37 (2009), 15594–15598, 10.1073/pnas.0906865106.
93. Schultz, H.R., Stoll, M., Some critical issues in environmental physiology of grapevines: future challenges and current limitations. Aust. J. Grape Wine Res. 16:s1 (2010), 4–24, 10.1111/j.1755-0238.2009.00074.x.
94. Schultz, H.R., Climate change and viticulture: a European perspective on climatology, carbon dioxide and UV-B effects. Aust. J. Grape Wine Res. 6:1 (2000), 2–12.
95. Shuttleworth, J.W., Wallace, J.S., Evaporation of sparse crops-an energy combination theory. Quart. J. R. Meteor. Soc. 3 (1985), 839–885.
96. Sinclair, T.R., Muchow, R.C., Radiation use efficiency. Adv. Agron. 65 (1999), 215–265.
97. Sinclair, T.R., Seligman, N.A.G., Crop modeling: from infancy to maturity. Agron. J. 88:5 (1996), 698–704.
98. Sofo, A., Manfreda, S., Dichio, B., Fiorentino, M., Xiloyannis, C., The olive tree: a paradigm for drought tolerance in Mediterranean climates. Hydrol. Earth Syst. Sci. 12:1 (2008), 293–301, 10.5194/hessd-4-2811-2007.
99. Stöckle, C.O., Donatelli, M., Nelson, R., Cropsyst, a cropping systems simulation model. Eur. J. Agron. 18:3 (2003), 289–307 http://dx.doi.org/10.1016/S1161-0301(02)00109-0.
100. Tanasijevic, L., Todorovic, M., Pereira, L.S., Pizzigalli, C., Lionello, P., Impacts of climate change on olive crop evapotranspiration and irrigation requirements in the Mediterranean region. Agric. Water Manag. 144 (2014), 54–68.
101. 2 concentration in the field. Photosynthetica 39:3 (2001), 403–410.
102. Tubiello, F.N., Ewert, F., Simulating the effects of elevated CO2 on crops: approaches and applications for climate change. Eur. J. Agron. 18:1–2 (2002), 57–74 http://dx.doi.org/10.1016/S1161-0301(02)00097-7.
103. Tubiello, F.N., Donatelli, M., Rosenzweig, C., Stockle, C.O., Effects of climate change and elevated CO2 on cropping systems: model predictions at two Italian locations. Eur. J. Agron. 13:2 (2000), 179–189 http://dx.doi.org/10.1016/S1161-0301(00)00073-3.
104. Valdés-Gómez, H., Celette, F., García De Cortá-Zar-Atauri, I., Jara-Rojas, F., Gary, C., Modelling soil water content and grapevine growth and development with the STICS crop soil model under two different water management strategies. J. Int. Sci. de la Vigne du Vin 43:1 (2009), 13–28.
105. Veroustraete, F., Sabbe, H., Rasse, D.P., Bertels, L., Carbon mass fluxes of forests in Belgium determined with low resolution optical sensors. Int. J. Remote Sens. 25:4 (2004), 769–792, 10.1080/0143116031000115238.
106. Villalobos, F.J., Testi, L., hidalgo, J., Pastor, M., Orgaz, F., Modeling potential growth and yield of olive (Olea europaea L.) canopies. Eur. J. Agron. 24:4 (2006), 296–303 http://dx.doi.org/10.1016/j.eja.2005.10.008.
107. Villalobos, F.J., Testi, L., Orgaz, F., García-Tejera, O., Lopez-Bernal, A., González-Dugo, M.V., Ballester-Lurbe, C., Castel, J.R., Alarcón-Cabañero, J.J., Nicolás-Nicolás, E., Girona, J., Marsal, J., Fereres, E., Modeling canopy conductance and transpiration of fruit trees in Mediterranean areas: a simplified approach. Agric. For. Meteorol. 171–172 (2013), 93–103 http://dx.doi.org/10.1016/j.agrformet.2012.11.010.
108. Viola, F., Noto, L.V., Cannarozzo, M., Lal Loggia, G., Porporato, A., Olive yield as a function of soil moisture dynamics. Ecohydrology 5:1 (2012), 99–107, 10.1002/eco.208.
109. Vossen, P., Olive oil: history, production, and characteristics of the world's classic oils. HortScience 42:5 (2007), 1093–1100.
110. Webb, L.B., Whetton, P.H., Barlow, E.W.R., Modelled impact of future climate change on the phenology of winegrapes in Australia. Aust. J. Grape Wine Res. 13:3 (2007), 165–175, 10.1111/j.1755-0238.2007.tb00247.x.
111. Wermelinger, B., Baumgartner, J., Application of a demographic crop growth model: an explorative study on the influence of nitrogen on grapevine performance. Acta Hort. 276 (1990), 113–121.
112. Wermelinger, B., Baumgartner, J., Gutierrez, A., A demographic model of assimilation and allocation of carbon and nitrogen in grapevines. Ecol. Model. 53 (1991), 1–26, 10.1016/0304-3800(91)90138-q.
113. White, J.W., Hoogenboom, G., Kimball, B.A., Wall, G.W., Methodologies for simulating impacts of climate change on crop production. Field Crops Res. 124 (2011), 357–368.
114. Williams, L.E., Ayars, J.E., Grapevine water use and the crop coefficient are linear functions of the shaded area measured beneath the canopy. Agric. For. Meteorol. 132:3–4 (2005), 201–211 http://dx.doi.org/10.1016/j.agrformet.2005.07.010.
115. Williams, D.W., Williams, L.E., Barnett, W.W., Kelley, K.M., McKenry, M.V., 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 (1985), 275–282.
116. Zerihun, A., Treeby, M.T., Biomass distribution and nitrate assimilation in response to N supply for Vitis vinifera L. cv. Cabernet Sauvignon on five Vitis rootstock genotypes. Aust. J. Grape Wine Res. 8:3 (2002), 157–162, 10.1111/j.1755-0238.2002.tb00251.x.
117. Zhang, X., Walker, R.R., Godwin, D., White, B., Using VineLOGIC to predict grapevine phenology, yield and salinity impacts in irrigated vineyards: a case study. Walker, R., (eds.) VineLOGIC Education Package, 2002, CRCV and CSIRO Plant Industry, Merbein, Australia.
118. Zhu, X., Moriondo, M., van Ierland, E.C., Trombi, G., Bindi, M., A model-based assessment of adaptation options for Chianti wine production in Tuscany (Italy) under climate change. Reg. Environ. Change, 2014, 1–12, 10.1007/s10113-014-0622-z (in press).