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Simulation of Year-round Plant Growth and Nutrient Uptake in Rosa hybrida over Flowering Cycles

  • Kim, Wan-Soon (Department of Environmental Horticulture, University of Seoul) ;
  • Lieth, J. Heinrich (Department of Plant Sciences, University of California)
  • Received : 2012.04.17
  • Accepted : 2012.04.27
  • Published : 2012.06.30

Abstract

Cut flower roses grown hydroponically in greenhouses produce flowers year-round in flushes, indicating changes in the plant biomass during each flowering cycle. Due to the cyclical nature of productivity, it is difficult to optimize the supply of nutrient to the plants in hydroponic system. To address this challenge, this study was conducted to develop an integration model using three sub-models (shoot growth, root growth, and nutrient uptake), evaluate the developed models with experimental data, and predict the year-round changes in plant growth and nutrient uptake in rose plants. Parameters for the models were estimated using non-linear regression by fitting data collected from experiments. The nutrient uptake rate of six macro-nutrients ($NO_3$-N, $NH_4$-N, P, K, Ca, and Mg), and the root growth rate relying on the shoot growth from self-rooted one-year old 'Kardinal' roses were collected. As results of simulation, the maximum nutrient uptake potential ($mM{\cdot}m^{-2}{\cdot}d^{-1}$) was predicted for macro-nutrients of 17.07 in $NO_3$-N, 12.67 in K, 12.22 in $NH_4$-N, 4.39 in Ca, 3.12 in P, and 1.57 in Mg. Simulations using the developed models were well matched with real plant responses in plant growth and nutrient uptake in short-term (one flowering cycle) and long-term (year-round).

Keywords

Acknowledgement

Supported by : University of Seoul

References

  1. Barber, S.A. 1995. Soil nutrient bioavailability: A mechanistic approach. 2nd ed. Wiley, New York.
  2. Bougoul, S., R. Brunand, and A. Jaffrin. 2000. Nitrate absorption-concentration of Rosa hybrida cv. Sweet Promise grown in soilless culture. Agronomie 20:165-174. https://doi.org/10.1051/agro:2000117
  3. Buck-Sorlin, G., P.H.B. De Visser, M. Henke, V. Sarlikioti, G.W.A.M. van der Heijden, L.F.M. Marcelis, and J. Vos. 2011. Towards a functional-structural plant model of cut-rose: Simulation of light environment, light absorption, photosynthesis and interference with the plant structure. Ann. Bot. 108:1121-1134. https://doi.org/10.1093/aob/mcr190
  4. Cabrera, R.I., R.Y. Evans, and J.L. Paul. 1995. Cyclic nitrogen uptake by greenhouse roses. Scientia Hort. 63:57-66. https://doi.org/10.1016/0304-4238(95)00789-V
  5. Claasen, N. and S.A. Barber. 1974. A method for characterizing the relation between nutrient concentration and flux into roots of intact plant. Plant Physiol. 54:564-568. https://doi.org/10.1104/pp.54.4.564
  6. Fitter, A.H. and R.K.M. Hay. 1987. Environmental physiology of plant. 2nd ed. Academic Press Inc., London.
  7. Gao, M., G.W.M. van der Hekjden, J. Vos, B.A. Eveleens, and L.F.M. Marcelis. 2012. Estimation of leaf area for large scale phenotyping and modeling of rose genotype. Scientia Hort. 138:227-234. https://doi.org/10.1016/j.scienta.2012.02.014
  8. Gijzen, H. 1992. Simulation of photosynthesis and dry matter production of greenhouse crops. Simulation report CABO-TT no. 28, Wageningen, The Netherlands.
  9. Goudriaan, J. and H.H. van Laar. 1994. Modeling potential crop growth processes: Textbook with exercises. Current issues in production ecology 2. Kluwer Academic Publishers, Dordrecht, The Netherlands.
  10. Heuvelink, E., J.H. Lee, R.P.M. Buiskool, and L. Ortega. 2002. Light on cut chrysanthemum: Measurement and simulation of crop growth and yield. Acta Hort. 580:197-202.
  11. Hoagland, D.R. and D.L. Arnon. 1950. The water-culture method for growing plants without soil. University of California at Berkley, Circ. 347 (revised), p. 32.
  12. Kim, W.S. and J.S. Lee. 2002. Evaluation of photosynthate accumulation and distribution and radiation use efficiency in roses in relation to irradiance and night temperature. Acta Hort. 593:129-136.
  13. Kim, W.S. and J.S. Lee. 2008. Growth and light use efficiency under different light intensities of cut rose 'Rote Rose' as affected by night temperature. Hort. Environ. Biotechnol. 49:226-231.
  14. Lambers, H.F., S. Chapin, III, and T.L. Pons. 1998. Plant physiological ecology. Springer-Verlag, New York.
  15. Lorenzo, H., M.C. Cid, J.M. Siverio, and M. Caballero. 2000. Influence of additional ammonium supply on some nutritional aspects in hydroponic rose plants. J. Agricultural Sci. 134:421-425. https://doi.org/10.1017/S0021859699007728
  16. Marcelis, L.F.M., E. Heuvelink, and J. Goudriaan. 1998. Modelling biomass production and yield of horticultural crops: A review. Scientia Hort. 74:83-111. https://doi.org/10.1016/S0304-4238(98)00083-1
  17. Marcelis, L.F.M., E. Brajeul, A. Elings, A, Garate, and E. Heuvelink. 2005. Modelling nutrient uptake of sweet pepper. Acta. Hort. 691:285-292.
  18. Mattson, N.S., J.H. Lieth, and W.S. Kim. 2008. Temporal dynamics of nutrient and carbohydrate distribution during crop cycles of Rosa spp. 'Kardinal' in response to light availability. Scientia Hort. 118:246-254. https://doi.org/10.1016/j.scienta.2008.06.009
  19. Mashonjowa, E., F. Ronsse, T. Mhzha, J.R. Milford, R. Lemeur, and J.G. Piesters. 2010. The effects of whitening and dust accumulation on the microclimate and canopy behavior of rose plant (Rosa hybrida) in a greenhouse in Zimbabwe. Solar Energy 84:1-23. https://doi.org/10.1016/j.solener.2009.10.021
  20. Monteith, J.L. 1994. Validity of the correlation between intercepted radiation and biomass. Agricultural Forest Meteorolgy 68:213-220. https://doi.org/10.1016/0168-1923(94)90037-X
  21. Raviv, M. and J.H. Lieth. 2008. Soilless culture: Theory and practice. Elsevier, London.
  22. Silberbush, M. and J.H. Lieth. 2004. Nitrate and potassium uptake by greenhouse roses (Rosa hybrida) along successive flower-cut cycles: A model and its calibration. Scientia Hort. 101:127-141. https://doi.org/10.1016/j.scienta.2003.10.009
  23. Shin, H.K., J.H. Lieth, S.H. Kim, and N. Zieslin. 2001. Effects of temperature on leaf area and flower size in rose. Acta Hort. 547: 185-191.
  24. Tennant, D. 1975. A test of a modified line intersect method of estimating root length. J. Ecol. 63:995-1001. https://doi.org/10.2307/2258617
  25. Thornley, J.H.M and I.R. Johnson. 1990. Plant and crop modelling: a mathematical approach to plant and crop physiology. Oxford University Press, New York, USA.
  26. Zeislin, N. and Y. Moe. 1990. Light on roses: A review. Scientia Hort. 43:1-4. https://doi.org/10.1016/0304-4238(90)90031-9

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