Abstract
Accurate prediction of crop coefficient (K c) is necessary for proper irrigation management. We explored CropSyst for determining irrigation requirements of apple trees and for accuracy of K c prediction. Values of K c were compared to those obtained, over 2002–2010, from lysimeter-grown trees. Over these years, trees had different ratios of height (H) to width (W). CropSyst predicted irrigation requirements using tree light interception and water uptake sub-model components. Parameters of the model were adjusted using data obtained from the lysimeter in 2010. Tree light interception sub-model was verified by 2007 data. After parameterization, good agreement was found between simulated and measured K c over different seasons. The porosity coefficient of the canopy was related to changes in tree’s H/W ratio and leaf overlapping. Accordingly, different porosity values could be estimated for each year. When yearly changes in canopy porosity was considered, CropSyst improved K c prediction and generated relevant information for managing irrigation under changing canopy shape for apple trees.
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References
Allen RG, Pereira LS (2009) Estimating crop coefficients from fraction of ground cover and height. Irrig Sci 28:17–34
Allen RG, Pereira LS, Raes D, Smith M (1998) Crop Evapotranspiration: Guidelines for computing crop water requirements. Irrigation and drainage. Paper No. 56. FAO, Rome
Auzmendi I, Mata M, del Campo J, Lopez G, Girona J, Marsal J (2011) Intercepted radiation by apple canopy can be used as a basis for irrigation scheduling. Agric Water Manage 98:886–892
Ayars JE, Johnson RS, Phene CJ, Trout TJ, Clark DA, Mead RM (2003) Water use by drip-irrigated late-season peaches. Irrig Sci 22:187–194
Casadesus J, Mata M, Marsal J, Girona J (2011) Automated irrigation of apple trees based on measurements of light interception by the canopy. Biosystems Eng 108:220–226
Franks PJ, Farquhar GD (1999) A relationship between humidity response, growth form and photosynthetic operating point in C3 plants. Plant Cell Envir 22:1337–1349
Girona J, del Campo J, Mata M, Lopez G, Marsal J (2011) A comparative study of apple and pear tree water consumption measured with two weighing lysimeters. Irrig Sci 29:55–63
Goodwin I, Whitfield DM, Connor DJ (2006) Effects of tree size on water use of peach (Prunus persica L. Bastch). Irrig Sci 24:59–68
Green S, Clothier B (1999) The root zone dynamics of water uptake by a mature apple tree. Plant Soil 260:61–77
Jara J, Stöckle CO (1999) Simulation of corn water uptake using models with different levels of process detail. Agron J 91:256–265
Lakso AN, Johnson RS (1990) A simplified dry matter production model for apple using automatic programming simulation software. Acta Hortic 276:141–147
Marsal J, Girona J (1997) Effects of water stress cycles on turgor maintenance processes in pear leaves (Pyrus communis). Tree Physiol 17:327–333
Marsal J, Stöckle CO (2011) Use of CropSyst as a decision support system for scheduling regulated deficit irrigation in a pear orchard. Irrig Sci. doi:10.1007/s00271-011-0273-5
Mpelasoka BS, Behboudian MH, Green SR (2001) Water use, yield and fruit quality of lysimeter-grown apple trees: responses to deficit irrigation and to crop load. Irrig Sci 20:107–113
Olivo N, Girona J, Marsal J (2009) Seasonal sensitivity of stem water potential to vapour pressure deficit in grapevine. Irrig Sci 27:175–182
Oyarzun RA, Stöckle CO, Whiting MD (2007) A simple approach to modeling radiation interception by fruit-tree orchards. Agric For Meteorol 142:12–24
Saxton KE, Rawls WJ, Romberger JS, Papendick RI (1986) Estimating generalized soil water characteristics from texture. Soil Sci Soc Amer J 50:1031–1036
Stöckle CO, Donatelli M, Nelson R (2003) CropSyst, a cropping systems simulation model. Eur J Agron 18:289–307
Acknowledgments
This study was funded by Spain’s Ministry for Science and Education (MCyT) under the INIA program (RTA2009-0026-C02-01), and CONSOLIDER-INGENIO 2010 (CSD2006-00067). The authors thank Mr. Iñigo Auzmendi for his contribution to the field work. Special thanks go to Prof. M.H. Behboudian, from Massey University in New Zealand, for the revision of the manuscript.
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Communicated by E. Fereres.
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Marsal, J., Girona, J., Casadesus, J. et al. Crop coefficient (K c) for apple: comparison between measurements by a weighing lysimeter and prediction by CropSyst. Irrig Sci 31, 455–463 (2013). https://doi.org/10.1007/s00271-012-0323-7
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DOI: https://doi.org/10.1007/s00271-012-0323-7