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Virtual Apple Tree Pruning in Horticultural Education

  • Conference paper
Learning by Playing. Game-based Education System Design and Development (Edutainment 2009)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 5670))

Abstract

A computer model of branching responses of apple trees (Malus domestica) with different levels of pruning schemes is presented. The model simulates the number and distributions of the axillary production along one-year-old parent branches using the Hidden Semi-Markov Chain (HSMC). Results show that (a) simulation system efficiently provides the required information at the desired level of accuracy, and (b) the branch growth model is extremely well calibrated against real apple trees and (c) the system can simulate many interesting growth situations with direct feedback from the different levels of pruning schemes presenting the parent branches’ characteristics, such as, location of flower, fruit setting, and so on. The method used in this paper aims at providing a quantitative tool for orchard management in horticultural education, particularly with regard to pruning practices.

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References

  1. Miller, S.A., Broom, F.D., Thorp, T.G., Barnett, A.M.: Effects of Leader Pruning on Vine Architecture, Productivity and Fruit Quality in Kiwifruit (Actinidia deliciosa cv.Hayward). Sci. Hortic. 91, 189–199 (2001)

    Article  Google Scholar 

  2. Yin, X., Kropff, M.J., Aggarwal, P.K.: Optimal Preflowering Phenology of Irrigated Rice for High Yield Potential in Three Asian Environments, a Simulation Study. Field Crops Research 51(1/2), 19–27 (1997)

    Article  Google Scholar 

  3. Prusinkiewicz, P., Remphrey, W.R., Davidson, C.G., Hammel, M.S.: Modelling the Architecture of Expanding Fraxinus pennsylvanica Shoots Using L-systems. Can. J. Bot. 72, 701–714 (1994)

    Article  Google Scholar 

  4. Balandier, P., Lacointe, A., Roux, X.L., Sinoquet, H., Cruiziat, P., Le Dizès, S.: A Structural-Functional Model Simulating Single Walnut Tree Growth in Response to Climate and Pruning. Ann. Forest Sci. 57, 571–585 (2000)

    Article  Google Scholar 

  5. Costes, E., Guédon, Y.: Modelling Branching Patterns on 1-year-old Trunks of Six Apple Axillary Flowering Sequences. Ann. Bot. 212, 481–520 (2002)

    Google Scholar 

  6. Smith, G.S., Gravett, I.M., Edwards, C.M., Curtis, J.P., Buwalda, J.G.: Spatial Analysis of the Canopy of Kiwifruit Vines as It Relates to the Physical Chemical and Postharvest Attributes of the Fruit. Ann. Bot. 73, 99–111 (1994)

    Article  Google Scholar 

  7. Seleznyova, A.N., Greek, D.H.: Effects of Temperature and Leaf Position on Leaf Area Expansion of Kiwifruit (Actinidia deliciosa) Shoots, Development of a Modelling Framework. Ann. Bot. 88, 605–615 (2001)

    Article  Google Scholar 

  8. Costes, E., de Reffye, P., Lichou, J., Guedon, Y., Audubert, A., Jay, M.: Stochastic Modelling of Apricot Growth Units and Branching. Acta Hortic. 313, 89–98 (1992)

    Article  Google Scholar 

  9. du Plooy, P., Sadie, A., Jacob, G., Cook, N.C.: Branching Habit of 2-year-old Pear Branches Classified on the Basis of Length and Position of 1-year-old Laterals. Sci. Hortic. 95, 193–201 (2002)

    Article  Google Scholar 

  10. Costes, E., de Reffye, P., Lichou, J., Guedon, Y., Audubert, A., Jay, M.: Development of Young Pear Tree Architecture and Occurrence of First Flowering, a Varietal Comparison. Hortic. Sci. Biotechnol. 79, 67–74 (2004)

    Google Scholar 

  11. Bassi, D., Dima, A., Scorza, R.: Tree Structure and Pruning Response of Six Peach Growth Forms. J. Amer. Soc. Hort. Sci. 119, 378–382 (1994)

    Google Scholar 

  12. Weibel, A.R.S., Dejong, T.M.: Comparative Vegetative Growth Responses of Two Peach Cultivars Grown on Size-controlling versus Standard Rootstocks. J. Amer. Soc. Hort. Sci. 128, 463–471 (2003)

    Google Scholar 

  13. Godin, C., Guédon, Y., Costes, E.: Exploration of a Plant Architecture Database with the AMAPmod Software Illustrated on an Apple Tree Hybrid Family. Agronomie. 19, 163–184 (1999)

    Article  Google Scholar 

  14. Guédon, Y.: Computational Methods for Discrete Hidden Semi-Markov Chains. Appl. Stoch. Model. Bus. Ind. 15, 195–224 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  15. Mauget, J.C., Frizot, N., Guinard, J.: Effect of Time and Position of Summer Pruning on the Release from Inhibition of the Axillary Buds of Walnut Sprouts. International Walnut Meeting (1993)

    Google Scholar 

  16. Xia, N., Hu, B.G.: Evaluation of Importance of Pruning on Branching Structures in Nectarine Tree Using the Model of Hidden Semi-Markov Chain. In: The 3rd International Symposium on Intelligent Information Technology in Agriculture (2005)

    Google Scholar 

  17. Atkins, T.A., O’Hagan, T.A., Rogers, W.J., Pearson, M.W.E., Cameron, A.: Virtual Reality in Horticulture Education, Pruning Simulated Fruit Trees in a Virtual Environment. Acta Horti. 416, 243–246 (1996)

    Article  Google Scholar 

  18. Xia, N.: Modeling Fruit Setting Patterns of the Peach Shoot. In: 2008 International Conference on Cyberworlds. IEEE Computer Society, Los Alamitos (2008)

    Google Scholar 

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© 2009 Springer-Verlag Berlin Heidelberg

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Xia, N., Li, AS., Huang, DF. (2009). Virtual Apple Tree Pruning in Horticultural Education. In: Chang, M., Kuo, R., Kinshuk, Chen, GD., Hirose, M. (eds) Learning by Playing. Game-based Education System Design and Development. Edutainment 2009. Lecture Notes in Computer Science, vol 5670. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-03364-3_4

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  • DOI: https://doi.org/10.1007/978-3-642-03364-3_4

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-03363-6

  • Online ISBN: 978-3-642-03364-3

  • eBook Packages: Computer ScienceComputer Science (R0)

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