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A Data Conversion Approach Between GAMA and DIGIPLANT Simulating Rice Plant Growth Under Brown Planthopper Infestation

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Computational Data and Social Networks (CSoNet 2020)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 12575))

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Abstract

Rice plays an important role in the lives of the people of Vietnam and the world. It is not only a major food source but also contributes greatly to the export activities. Brown planthopper (BPH) is one of the harmful objects in the production of rice to make rice weakened, poorly developed. Besides, BPH is a disease brokerage yellow dwarf and twisted leaves. In this study, we propose a data model to convert between GAMA and DIGIPLANT to simulate the development of rice under the destructive BPH. The model is trained with the images of rice plants when they were attacked by BPH on the DIGIPLANT software. The scope of this work is to study BPH transmit yellow dwarf disease on rice. This study combines the methods of modelling and agent-based modeling to develop an approach for simulating the growth and propagation of BPH under the impact of various environmental on GAMA. Agriculturists have provided the level of influence the height of the rice yellow dwarf disease infection based on the output of modelling the growth and propagation of BPH. The proposed method can change the rate the parameters of DIGIPLANT to display images of the rice according to the level of influence.

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References

  1. Ministry of Agriculture and Rural Development (2006). Handbook on prevention and control of brown plant hopper that transmits yellow dwarf and twisted leaves dwarf diseases, National Agricultural Extension Center

    Google Scholar 

  2. Cuong, P.H.: The rice BPH pest, Master Thesis in Information Systems, Can Tho University (2009)

    Google Scholar 

  3. Nguyen, N.D.: Curriculum on Rice. Mekong Delta Development Research Institute, Can Tho University, Department of Crop Resources (2008)

    Google Scholar 

  4. Hien, N.C., Nguyen, P.T.A.: System and simulation professor, Science and Technology Publishing House, Hanoi (2006)

    Google Scholar 

  5. Van Kim, P.: Some important diseases in rice in the Mekong Delta. Can Tho University, Ministry of Plant Protection (2006)

    Google Scholar 

  6. Nguyen, N.T.: Geographical Information System, VNU University of Science, Hanoi National University

    Google Scholar 

  7. Tung, V.T.: Building a simulation model of aphid spread on rice fields, Master Thesis of information systems, Can Tho University (2010)

    Google Scholar 

  8. Cournede, P.H.: Digiplant. INRIA, Paris, France (2004)

    Google Scholar 

  9. Team Digiplant (2006). Modeling plants growth and plants architecture, INRIA

    Google Scholar 

  10. Platform GAMA. http://code.google.com/p/gama-platform/

  11. Yang, S.J., Bao, Y.X., Chen, C., Lu, M.H., Liu, W.C., Hong, S.J.: Analysis of atmospheric circulation situation and source areas for brown planthopper immigration to Korea: a case study. Ecosphere J. (2020). https://doi.org/10.1002/ecs2.3079

  12. Liu, J., et al.: Different adaptability of the brown planthopper, Nilaparvata lugens (Stål), to gradual and abrupt increases in atmospheric CO2. J. Pest Sci. 93(3), 979–991 (2020). https://doi.org/10.1007/s10340-020-01221-x

    Article  Google Scholar 

  13. Hereward, J., Cai, X., Matias, A., Walter, G., Xu, C., Wang, Y.: Migration dynamics of an important rice pest: the brown planthopper (Nilaparvata lugens) across Asia - insights from population genomics. Evol. Appl. (2020).https://doi.org/10.1111/eva.13047

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Correspondence to Hiep Xuan Huynh .

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Huynh, H.X., Huynh, M.B., Tran, H.T., Nguyen, H.T. (2020). A Data Conversion Approach Between GAMA and DIGIPLANT Simulating Rice Plant Growth Under Brown Planthopper Infestation. In: Chellappan, S., Choo, KK.R., Phan, N. (eds) Computational Data and Social Networks. CSoNet 2020. Lecture Notes in Computer Science(), vol 12575. Springer, Cham. https://doi.org/10.1007/978-3-030-66046-8_8

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  • DOI: https://doi.org/10.1007/978-3-030-66046-8_8

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-66045-1

  • Online ISBN: 978-3-030-66046-8

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