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하수처리수의 농업용수 재이용에 따른 논벼 수확량 모의

Effects of Reclaimed Wastewater Irrigation on Paddy Rice Yields and Fertilizer Reduction using the DSSAT Model

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참고문헌

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주제분류농학

초록

The objectives of this study were to assess the rice yields and evaluate fertilizer reduction effect of reclaimed wastewater irrigation in paddy fields using the Decision Support System for Agrotechnology Transfer (DSSAT) v4.5 model. The experimental plots were designed, which was located near the Suwon wastewater treatment plant in Gyeonggi-do, Korea. The rice yield, irrigation amount, irrigation water quality and soil data were monitored and collected between 2006 and 2009. The DSSAT model was calibrated and validated with observed data. The methods that were used to evaluate this model were the root mean square error (RMSE), normalized root mean square error (nRMSE), and index of agreement (d). The values of RMSE, nRMSE, and d ranged from 145 to 789 kg ha-1, 3.0 to 13.3 %, and 0.90 to 0.95 for the calibration period, respectively and represented from 91 to 538 kg ha-1, 2.0 to 10.4 %,0.94 to 0.98 for the validation period, respectively. Overall, this model showed good agreement with observed data of rice yields irrigated with reclaimed wastewater. The fertilizer reduction effect in paddy field of reclaimed wastewater irrigation was assessed about 60 % in 2008 and 40 % in 2009.

Abstract

The objectives of this study were to assess the rice yields and evaluate fertilizer reduction effect of reclaimed wastewater irrigation in paddy fields using the Decision Support System for Agrotechnology Transfer (DSSAT) v4.5 model. The experimental plots were designed, which was located near the Suwon wastewater treatment plant in Gyeonggi-do, Korea. The rice yield, irrigation amount, irrigation water quality and soil data were monitored and collected between 2006 and 2009. The DSSAT model was calibrated and validated with observed data. The methods that were used to evaluate this model were the root mean square error (RMSE), normalized root mean square error (nRMSE), and index of agreement (d). The values of RMSE, nRMSE, and d ranged from 145 to 789 kg ha-1, 3.0 to 13.3 %, and 0.90 to 0.95 for the calibration period, respectively and represented from 91 to 538 kg ha-1, 2.0 to 10.4 %,0.94 to 0.98 for the validation period, respectively. Overall, this model showed good agreement with observed data of rice yields irrigated with reclaimed wastewater. The fertilizer reduction effect in paddy field of reclaimed wastewater irrigation was assessed about 60 % in 2008 and 40 % in 2009.

참고문헌 (25)

  1. Chae, Young Am, "Basic Biostatics" (1991), Hyangmoonsa
  2. Cho, Kyung Sook, "Regional Crop Evaluation and Yield Forecast of Paddy Rice Based on Daily Weather Observation", Korean Journal of Agricultural and Forest Meteorology, 1(1), pp.12~19 (1999)
  3. 조재영, "하수종말처리장 방류수를 논 관개용수로 처리시 벼 생육및 토양환경 영향 조사 -라이시미터 재배실험-", 농촌계획, 12(2), pp.49~56 (2006), 한국농촌계획학회
  4. Jamieson, P.D, "A test of the computer simulation model ARCHEAT1 on wheat crops grown in New Zealand", Field Crops Research, 27, pp.337~350 (1991)
  5. Jang T. I., "Environmental effects of reclaimed wastewater irrigation on paddy fields", 박사, pp.2009
  6. Jones, J. W, "The DSSAT cropping system model", European Journal of Agronomy, 18, pp.235~265 (2003)
  7. Jung K. W, "Effects of Reclaimed Wastewater Irrigation on Paddy Rice Growth and Yield", 석사, pp.2011
  8. 김영호, "공간정보와 생육모의에 의한 남한 벼 품종의 북한 서부지대 적응성 예측", 한국농림기상학회지, 4(4), pp.224~236 (2002), 한국농림기상학회
  9. Liu, H. L, "Simulating water content, crop yield and nitrate-N loss under free and controlled tile drainage with subsurface irrigation using the DSSAT model", Agricultural Water Management, 98, pp.1105~1111 (2011)
  10. Loague, Keith, "Statistical and graphical methods for evaluating solue transport models: Overview and application", Journal of Contaminant Hydrology, 7, pp.51~73 (1991)
  11. Marin, F. R, "Parameterization and Evaluation of Predictions of DSSAT", CANEGRO for Brazilian Sugarcane, 2011, pp.103(2), 304~315
  12. Ministry of Environment (MOE), "Official analytical methods for water pollution", ~ (2000)
  13. Ministry of Environment (MOE), "A Guide to Wastewater Reuse" (2007)
  14. National Academy of Agricultural Science(NAAS), "Soil and plant analytical methods", ~ (2000)
  15. Research report (paddy rice), "National Institute of Crop Science (NICS)", ~ (1970)
  16. Park S. W., "Application of wastewater reuse system for agriculture (code#4-5-2)" (2007), Seoul National University
  17. Park S. W., "Application of integrated technologies for wastewater reclamation and reuse system for agriculture (code#4-5-3)" (2011), Seoul National University
  18. Park, S. W, "The present condition and outlook on agricultural reuse of reclaimed wastewater in Korea", A regular general meeting of Korea National Committee on Irrigation and Drainage, 105~132 (2011)
  19. Shim, Kyu-Moon, "Assessing Impacts of Global Warming on Rice Growth and Production in Korea", Climate Change Research, 1(2), pp.121~131 (2010)
  20. Sinclair, T. R, "Crop modeling: from infancy to maturity", Agronomy Journal, 88, pp.698~704 (1996)
  21. Singh, U, "A User's Guide to CERES-Rice", International Fertilizer Development Center, ~ (1992)
  22. SUN, F, "Study on Adaptation Measures of Potato Production by Using DSSAT Crop Model", Chinese Journal of Agrometeorology, 29(2), pp.127~133 (2009)
  23. Willmott, Cort J, "Statistics for the Evaluation and Comparison of Models", Journal of Geophsical Research, 90(C5), pp.8995~9005 (1985)
  24. Yoon, C. G, "Mass balance analysis in Korean paddy rice culture", Paddy and Water Environ, 1(2), pp.99~106 (2003)

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