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Leveling-index based variable rate seeding technique for paddy

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Abstract

Poor land leveling of paddy fields leads to irrigation problems which affect crop establishment and ultimately yield. One way to manage this is to vary the seeding rate according to the level profile of the land in order to get a more uniform crop establishment. In this work, a variable rate seeding technique for paddy production is presented. The method determined the variable rate seeding strategy based on the land leveling index of the plot. The leveling index is a measure of the unevenness of a land surface. The determination of land leveling index was carried out during the final land tilling stage. This minimized time and labor usage because the leveling index measurement could be done simultaneously while the land was being prepared. The system produced an accuracy of ± 20 mm vertically and ± 10 mm horizontally. The data collected from the system was processed to determine the leveling index of the field. Leveling index 5 was used as a reference to generate a variable rate seeding treatment map. Conditional rules were created to split the map into three categories (“High”, “Low” and “Even”) to facilitate practical use of the variable rate map. An analysis of variance was done to compare between the variable rate seeding strategy and the conventional blanket seeding strategy. The results showed that there was no significant difference in plant population between the “High”, “Low “and “Even” areas when the variable rate seeding strategy was employed. This means that the proposed approach was able to ensure a more uniform crop establishment across the paddy field.

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References

  • Agarwal, M. C., & Goel, A. C. (1981). Effect of field levelling quality on irrigation efficiency and crop yield. Agricultural Water Management,4(4), 457–464. https://doi.org/10.1016/0378-3774(81)90033-0.

    Article  Google Scholar 

  • Bongiovanni, R., & Lowenberg-Deboer, J. (2000). Economics of variable rate lime in Indiana. Precision Agriculture,2(1), 55–70. https://doi.org/10.1023/A:1009936600784.

    Article  Google Scholar 

  • Chan, C. W. (2013). Precision agriculture: The way forward in mechanised agriculture. Serdang, Malaysia: Malaysian Agricultural Research and Development Institute (MARDI).

    Google Scholar 

  • Chan, C. W., Schueller, J. K., Miller, W. W., Whitney, J. D., Wheaton, T. A., & Cornell, J. A. (2002). Error sources on yield-based fertilizer variable rate application maps. Precision Agriculture,3(1), 81–94. https://doi.org/10.1023/A:1013378321265.

    Article  Google Scholar 

  • Fleming, K. L., Westfall, D. G., Wiens, D. W., & Brodahl, M. C. (2000). Evaluating farmer defined management zone maps for variable rate fertilizer application. Precision Agriculture,2(2), 201–215. https://doi.org/10.1023/A:1011481832064.

    Article  Google Scholar 

  • Havlin, J. L., & Heiniger, R. W. (2009). A variable-rate decision support tool. Precision Agriculture,10(4), 356–369. https://doi.org/10.1007/s11119-009-9121-5.

    Article  Google Scholar 

  • Man, A., Ismail, A., Daud, A. H., Abd Hamid, A., Abd Razak, A., Amzah, B., et al. (2008). Teknologi penanaman padi lestari (Sustainable paddy planting technology). Kuala Lumpur, Malaysia: Malaysian Agricultural Research and Development Institute (MARDI).

    Google Scholar 

  • MoA. (2011). Dasar agromakanan negara 2011–2020 (National agrofood policy 2011–2020). Putrajaya, Malaysia: Ministry of Agriculture and Agro-Based Industry Malaysia.

    Google Scholar 

  • MoA. (2016). Agrofood statistics 2016. Putrajaya, Malaysia: Ministry of Agriculture and Agro-Based Industry Malaysia.

    Google Scholar 

  • Prakash, M., Sunilkumar, B., Sathiya Narayanan, G., Gokulakrishnan, J., & Anandan, R. (2016). Seed germination and seedling growth of rice varieties as affected by flooding stress. Indian Journal of Agricultural Research,50(3), 268–272. https://doi.org/10.18805/ijare.v50i3.10748.

    Article  Google Scholar 

  • QGIS Development Team. (2019). QGIS geographic information system. Open Source Geospatial Foundation Project. http://qgis.osgeo.org.

  • Sawyer, J. E. (1994). Concepts of variable rate technology with considerations for fertilizer application. Journal of Production Agriculture,7(2), 195–201. https://doi.org/10.2134/jpa1994.0195.

    Article  Google Scholar 

  • Shiratsuchi, H., Morita, S., & Takanashi, J. (2001). Differences in the rate of seedling emergence among rice cultivars under low soil-moisture conditions. Plant Production Science,4(2), 94–102. https://doi.org/10.1626/pps.4.94.

    Article  Google Scholar 

  • Yaligar, R., Balakrishnan, P., Satishkumar, U., Kanannavar, P. S., Halepyati, A. S., Jat, M. L., et al. (2017). Land levelling and its temporal variability under different levelling, cultivation practices and irrigation methods for paddy. International Journal of Current Microbiology and Applied Sciences,6(9), 3784–3789. https://doi.org/10.20546/ijcmas.2017.609.467.

    Article  Google Scholar 

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Acknowledgements

This project was supported by the Malaysian Agricultural Research and Development Institute (MARDI) (Grant No. 21003004010001) under the 11th Malaysian Plan development fund. The authors would like to thank all personnel that were involved in this project.

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Correspondence to B. Abu Bakar.

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Abu Bakar, B., Ahmad, M.T., Ghazali, M.S.S. et al. Leveling-index based variable rate seeding technique for paddy. Precision Agric 21, 729–736 (2020). https://doi.org/10.1007/s11119-019-09692-4

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