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Effects of Meteorological Elements in the Production of Food Crops: Focused on Regression Analysis using Panel Data

기상요소가 식량작물 생산량에 미치는 영향: 패널자료를 활용한 회귀분석

  • Lee, Joong-Woo (Department of Management, IIMR, Inje University) ;
  • Jang, Young Jae (Department of Management, IIMR, Inje University) ;
  • Ko, Kwang-Kun (Department of Management, IIMR, Inje University) ;
  • Park, Jong-Kil (Department of Environmental Engineering, Atmospheric Environment Information Research Center, Inje University)
  • 이중우 (인제대학교 경영학부, 산업경영연구원) ;
  • 장영재 (인제대학교 경영학부, 산업경영연구원) ;
  • 고광근 (인제대학교 경영학부, 산업경영연구원) ;
  • 박종길 (인제대학교 환경공학과, 대기환경정보연구센터)
  • Received : 2013.03.11
  • Accepted : 2013.05.09
  • Published : 2013.09.30

Abstract

Recent climate change has led to fluctuations in agricultural production, and as a result national food supply has become an important strategic factor in economic policy. As such, in this study, panel data was collected to analyze the effects of seven meteorological elements and using the Lagrange multipliers method, the fixed-effects model for the production of five types of food crop and the seven meteorological elements were analyzed. Results showed that the key factors effecting increases in production of rice grains were average temperature, average relative humidity and average ground surface temperature, while wheat and barley were found to have positive correlations with average temperature and average humidity. The implications of this study are as follow. First, it was confirmed that the meteorological elements have profound effects on the production of food crops. Second, when compared to existing studies, the study was not limited to one food crop but encompassed all five types, and went beyond other studies that were limited to temperature and rainfall to include various meterological elements.

Keywords

References

  1. Jeong, J. H., Kim, K. B., 2012, Analyzing the Economic Relevance of Climate Variables in the Agriculture of Gangwon-do, Journal of the Economic Geographical Society of Korea, 15(2), 192-205. https://doi.org/10.23841/egsk.2012.15.2.192
  2. Kim, S. Y., Lee, S. H., 2011, The Impact of Climate Changes on Highland Agriculture Region in Taeback Mountainous, Journal of Climate Research, 6(2), 100-109.
  3. Kwon, O. S., Kim, C. G., 2008, Climate change and rice productivity: Non-parametric and semi-parametric analysis, Korean Journal of Agricultural Economics, 49(4), 45-64.
  4. Kwon, O. S., Roh, J. S., Suh Y., 2012, An Input-Output and CGE Analysis of the Economic Impacts of Agricultural Production Losses due to Abnormal Weather in Korea, Korean Journal of Agricultural Economics, 53(2), 1-31.
  5. Lee, K. K., Ko, K. K., Lee, J. W., 2012, Correlation Analysis between Meteorological Factors and Crop Products, Journal of the Environment Sciences, 21(4), 461-470. https://doi.org/10.5322/JES.2012.21.4.461
  6. Lee, S. H., Kim, S. Y., 2008, The Impact of Climate Changes on Highland Agriculture Region in Taeback Mountainous, 6(2), 100-109.
  7. Lee, S. H., Heo, I, H., Lee, K. M., Kim, S. Y., Lee, Y. S., Kwon, W. T., 2008, Impacts of Climate Change on Phenology and Growth of Crops: In the Case of Naju, Journal of the Korean Geographical Society, 46(1), 20-35.
  8. Park, J. K., Jang, E. S., Choi, H. J., 2005, An analysis of meteorological disasters occurred in the Korean peninsula, J. of the Environmental Sciences, 14(6), 613-619. https://doi.org/10.5322/JES.2005.14.6.613
  9. Park, J. K., Jung, W. S., Choi, H. J., 2008, An analysis of the Korean peninsula damage vulnerabilities for a natural disaster mitigation : focus on public facilities damages, J. of the Environmental Sciences, 17(4), 413-422. https://doi.org/10.5322/JES.2008.17.4.413
  10. Roh, J. S., Kwon, O. S., Cho. S. H., 2012, Causality Between Climate Variables and Rice Yields, Korean Journal of Agricultural Economics, 53(1), 21-39.
  11. Rosenzweig, C., Iglsias, A.(ed.), 1994, Implications of Climate Change for International Agriculture: Crop Modeling Study, United States Environmental Protection Agency.

Cited by

  1. Prediction of Regional Drought considering Aspect and Elevation in Jeju Island under Future Climate Change vol.23, pp.4, 2014, https://doi.org/10.5322/JESI.2014.4.649
  2. Study on Effects of Meteorological Elements in the Grain Production of Korea vol.24, pp.3, 2015, https://doi.org/10.5322/JESI.2015.24.3.281