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Evaluation of Plant Available Nutrient Levels Using EC Monitored by Sensor in Pepper and Broccoli Soil

고추와 브로콜리 토양의 센서 전기전도도 값과 유효태 양분 함량의 관계 평가

  • Su Kyeong Sin (Department of Agricultural Chemistry, Chungbuk National University) ;
  • Jeong Yeon Kim (Department of Agricultural Chemistry, Chungbuk National University) ;
  • Jin Hee Park (Department of Environmental and Biological Chemistry, Chungbuk National University)
  • 신수경 (충북대학교 농화학과) ;
  • 김정연 (충북대학교 농화학과) ;
  • 박진희 (충북대학교 환경생명화학과)
  • Received : 2023.10.13
  • Accepted : 2023.10.18
  • Published : 2023.10.31

Abstract

For appropriate nutrient management and enhanced plant growth, soil sensors which reflect soil nutrient levels are required. Because there is no available sensor for nutrient monitoring, electrical conductivity (EC) sensor can be used to evaluate soil nutrient levels. Soil nutrient management using EC sensors would be possible by understanding the relationship between sensor EC values and soil temperature, moisture, and nutrient content. However, the relationship between soil sensor EC values and plant available nutrients was not investigated. Therefore, the objectives of the study were to evaluate effect of different amount of urea on soil EC monitored by sensors during pepper and broccoli cultivation and to predict the plant available nutrient contents in soil. During the cultivation period, soil was collected periodically for analyzing pH and EC, and the available nutrient contents. The sensor EC value increased as the moisture content increased, and low fertilizer treated soil showed the lowest EC value. Principal component analysis was performed to determine the relationship between sensor EC and available nutrients in soil. Sensor EC showed a strong positive correlation with nitrate nitrogen and available Ca. In addition, sum of available nutrients such as Ca, Mg, K, P, S and N was positively related to the sensor EC values. Therefore, EC sensors in open field can be used to predict plant available nutrient levels for proper management of the soil.

적절한 양분 관리와 식물 생육 증진을 위해 토양의 양분 수준을 반영하는 토양 센서가 요구된다. 토양의 양분을 모니터링할 수 있는 센서가 없으므로 전기전도도(EC) 센서를 토양의 양분 수준을 평가 하는데 사용할 수 있다. 센서 EC 값과 토양 온도, 수분 함량과 양분 함량과의 관계를 파악하면 EC 센서를 활용한 토양 양분 관리가 가능할 것이다. 그러나 센서 EC 값과 식물이 이용할 수 있는 양분의 관계는 구명되지 않았다. 따라서 본 연구의 목적은 고추와 브로콜리의 생육 기간동안 요소 비료 처리가 토양 센서 EC 값에 미치는 영향을 평가하고 토양에 존재하는 식물 유효태 양분 함량을 예측하는 것이다. 재배기간동안 주기적으로 토양을 채취하여 pH, EC를 측정하고 유효태 양분 함량을 분석하였다. 센서 EC 값은 수분 함량이 높아질수록 증가하였고 비료부족 처리구의 EC 값이 가장 낮게 나타났다. 센서 EC와 실제 토양 양분 함량과의 상관관계를 파악하기 위해 주성분 분석을 실시하였다. 센서 EC는 질산태질소와 유효태 칼슘과 강한 양의 상관관계를 보였다. 또한, 칼슘, 마그네슘, 칼륨, 인, 황, 질소와 같은 유효태 양분을 합한 값은 센서 EC 값과 관련이 있었다. 따라서 노지에서 EC 센서를 이용하여 양분 함량을 예측함으로써 적절한 양분 관리를 할 수 있을 것이다.

Keywords

Acknowledgement

본 논문은 농촌진흥청 연구사업(세부과제번호: PJ015050012021)의 지원에 의해 이루어진 것임.

References

  1. Boyer J.S. 1982, Plant productivity and environment. Science 218:443-448. doi:10.1126/science.218.4571.443 
  2. Doane T.A., and W.R. Horwath 2003, Spectrophotometric determination of nitrate with a single reagent. Anal Lett 36:2713-2722. doi:10.1081/AL-120024647 
  3. Fitter A.H., and R.K. Hay 2012, Environmental physiology of plants. Academic Press. 
  4. Gee G.W., and J.W. Bauder 1979, Particle size analysis by hydrometer: a simplified method for routine textural analysis and a sensitivity test of measurement parameters. Soil Sci Soc Am J 43:1004-1007. doi:10.2136/sssaj1979.03615995004300050038x 
  5. Gholizadeh A., M.S.M. Amin, A.R. Anuar, and W. Aimrun 2011, Apparent electrical conductivity in correspondence to soil chemical properties and plant nutrients in soil. Commun Soil Sci Plant Anal 42:1447-1461. doi:10.1080/00103624.2011.577862 
  6. Heiniger R.W., R.G. McBride, and D.E. Clay 2003, Using soil electrical conductivity to improve nutrient management. Agron J 95:508-519. doi:10.2134/agronj2003.5080 
  7. Kim H.N., and J.H. Park 2021, Research trends using soil sensors for precise nutrient and water management in soil for smart farm. Korean J Soil Sci Fertilizer 54:366-382. doi:10.7745/KJSSF.2021.54.3.366 
  8. Korean Soil Information System 2023, Prescription of standard doses of fertilizer by crop. Available via http://soil.rda.go.kr/soil/sibi/cropSibiPrescript.jsp Accessed 1 October 2023 
  9. Liu X.J.A., K.J. van Groenigen, P. Dijkstra, and B.A. Hungate 2017, Increased plant uptake of native soil nitrogen following fertilizer addition-not a priming effect?. Appl Soil Ecol 114:105-110. doi:10.1016/j.apsoil.2017.03.011 
  10. Mirzakhaninafchi H., I.M. Mishra, and A.M. Nafchi 2017, Study on soil nitrogen and electrical conductivity relationship for site-specific nitrogen application. In 2017 ASABE Annual International Meeting (p. 1). Am Soc Agric Biol Eng. doi:10.13031/aim.201700892 
  11. Novamsky I., R. van Eck, C.H. van Schouwenburg, and I. Walinga 1974, Total nitrogen determination in plant material by means of the indophenol-blue method. Neth J Agr Sci 22:3-5. doi:10.18174/njas.v22i1.17230 
  12. Othaman N.N., M.N. Isa, R.C. Ismail, M.I. Ahmad, and C.K. Hui 2020 Factors that affect soil electrical conductivity (EC) based system for smart farming application. In AIP Conference Proceedings (Vol. 2203, No. 1). AIP Publishing. doi:10.1063/1.5142147 
  13. Park J.H., and J. Sung 2021, Comparison of various EC sensors for monitoring soil temperature, water content, and EC, and Its relation to ion contents in agricultural soils. J Soil Groundw Environ 26:157-164. 
  14. Peralta N.R., J.L. Costa, M. Balzarini, and H. Angelini 2013, Delineation of management zones with measurements of soil apparent electrical conductivity in the southeastern pampas. Can J Soil Sci 93:205-218. doi:10.4141/cjss2012-022 
  15. Schollenberger C.J., and R.H. Simon 1945, Determination of exchange capacity and exchangeable bases in soil-ammonium acetate method. Soil Sci 59:13-24. doi:10.1097/00010694-194501000-00004 
  16. Subbarao G.V., O. Ito, K.L. Sahrawat, W.L. Berry, K. Nakahara, T. Ishikawa, T. Watanabe, K. Suenaga, M. Rondon, and I.M. Rao 2006, Scope and strategies for regulation of nitrification in agricultural systems-challenges and opportunities. Crit Rev Plant Sci 25:303-335. doi:10.1080/07352680600794232 
  17. Vyavahare G., Y. Lee, Y.J. Seok, H. Kim, J. Sung, and J.H. Park 2023, Monitoring of soil nutrient levels by an EC sensor during spring onion (Allium fistulosum) cultivation under different fertilizer treatment. Agronomy 13:1-12. doi:10.21203/rs.3.rs-2661677/v1 
  18. Walkley A., and I.A. Black 1934, An examination of the Degtjareff method for determining soil organic matter, and a proposed modification of the chromic acid titration method. Soil Sci 37:29-38. doi:10.1097/00010694-193401000-00003 
  19. Walter A., R. Finger, R. Huber, and N. Buchmann 2017, Smart farming is key to developing sustainable agriculture. Proc Natl Acad Sci 114:6148-6150. doi:10.1073/pnas.1707462114
  20. Zhang N., M. Wang, and N. Wang 2002, Precision agriculture-a worldwide overview. Comput Electron Agric 36: 113-132. doi:10.1016/S0168-1699(02)00096-0