DOI QR코드

DOI QR Code

Analysis of Spatiotemporal Changes in Groundwater Recharge and Baseflow using SWAT and BFlow Models

SWAT 모형과 BFlow를 이용한 지하수 함양, 기저유출의 시공간적 변화 분석

  • Lee, Ji Min (Department of Regional Infrastructures Engineering, Kangwon National University) ;
  • Park, Youn Shik (Department of Regional Infrastructures Engineering, Kangwon National University) ;
  • Jung, Younghun (Environmental Research Center, Kangwon National University) ;
  • Cho, Jaepil (APEC climate center) ;
  • Yang, Jae Eui (Department of Biological Environment, Kangwon National University) ;
  • Lee, Gwanjae (Department of Regional Infrastructures Engineering, Kangwon National University) ;
  • Kim, Ki-Sung (Department of Regional Infrastructures Engineering, Kangwon National University) ;
  • Lim, Kyoung Jae (Department of Regional Infrastructures Engineering, Kangwon National University)
  • 이지민 (국립강원대학교 지역건설공학과) ;
  • 박윤식 (국립강원대학교 지역건설공학과) ;
  • 정영훈 (국립강원대학교 환경연구소) ;
  • 조재필 (APEC 기후센터) ;
  • 양재의 (국립강원대학교 바이오자원환경학과) ;
  • 이관재 (국립강원대학교 지역건설공학과) ;
  • 김기성 (국립강원대학교 지역건설공학과) ;
  • 임경재 (국립강원대학교 지역건설공학과)
  • Received : 2014.08.19
  • Accepted : 2014.09.25
  • Published : 2014.09.30

Abstract

Occurrence frequency of flood and drought tends to increase in last a few decades, leading to social and economic damage since the abnormality of climate changes is one of the causes for hydrologic facilities by exceedance its designed tolerance. Soil and Water Assessment Tool (SWAT) model was used in the study to estimate temporal variance of groundwater recharge and baseflow. It was limited to consider recession curve coefficients in SWAT model calibration process, thus the recession curve coefficient was estimated by the Baseflow Filter Program (BFLOW) before SWAT model calibration. Precipitation data were estimated for 2014 to 2100 using three models which are GFDL-ESM2G, IPSL-CM5A-LR, and MIROC-ESM with Representative Concentration Pathways (RCP) scenario. SWAT model was calibrated for the Soyang watershed with NSE of 0.83, and $R^2$ of 0.89. The percentage to precipitation of groundwater recharge and baseflow were 27.6% and 17.1% respectively in 2009. Streamflow, groundwater recharge, and baseflow were estimated to be increased with the estimated precipitation data. GFDL-ESM2g model provided the most large precipitation data in the 2025s, and IPSL-CM5A-LR provided the most large precipitation data in the 2055s and 2085s. Overall, groundwater recharge and baseflow displayed similar trend to the estimated precipitation data.

Keywords

References

  1. Abbaspour, K. C. (2008). SWAT-CUP2: SWAT Calibration and Uncertainty Programs - A User Manual, Department of Systems Analysis, Integrated Assessment and Modelling (SIAM), Eawag, Swiss Federal Institute of Aquatic Science and Technology, Duebendorf, Switzerland.
  2. Abbaspour, K. C., Yang, J., Maximov, I., Siber, R., Bogner, K., Mieleitner, J., Zobrist, J., and Srinivasan, R. (2007). Modelling Hydrology and Water Quality in the Pre-Alpine/ Alpine thur Watershed Using SWAT, Journal of Hydrology, 333, pp. 413-430. https://doi.org/10.1016/j.jhydrol.2006.09.014
  3. Anderson, M. G. and Burt, T. P. (1980). Interpretation of recession flow, Journal of Hydrology, 46(1), pp. 89-101. https://doi.org/10.1016/0022-1694(80)90037-2
  4. Ahn, S. R., Park, G. A., Jang, C. H., and Kim, S. J. (2013). Assessment of Climate Change Impact on Evapotranspiration and Soil Moisture in a Mixed Forest Catchment Using Spatially Calibrated SWAT Model, Journal of Korea Water Resources Association, 46(6), pp. 569-583. [Korean Literature] https://doi.org/10.3741/JKWRA.2013.46.6.569
  5. Arnold, J. G. and Allen, P. M. (1999). Automated Methods for Estimating Baseflow and Groundwater Recharge from Streamflow Records, Journal of American Water Resource Association, 35(2), pp. 411-424. https://doi.org/10.1111/j.1752-1688.1999.tb03599.x
  6. Arnold, J. G., Allen, P. M., Muttiah, R., and Bernhardt, G. (1995). Automated Base Flow Separation and Recession Analysis Techniques, Journal of Ground Water, 33(6), pp. 1010-1018. https://doi.org/10.1111/j.1745-6584.1995.tb00046.x
  7. Arnold, J. G., Muttiah, R. S., Srinivasan, R., and Allen, P. M. (2000). Regional Estimation of Base Flow and Groundwater Recharge in the Upper Mississippi River Basin, Journal of Hydrology, 227, pp. 21-40. https://doi.org/10.1016/S0022-1694(99)00139-0
  8. Arnold, J. G., Srinivasan, R., Muttiah, R. S., and Williams, J. R. (1998). Large area Hydrologic Modeling and Assessment Part I : Model Development, Journal of American Water Resource Association, 34(1), pp. 73-89. https://doi.org/10.1111/j.1752-1688.1998.tb05961.x
  9. Asia Pacific Economic Cooperation Climate Center (APEC). (2013). APEC Research Report, APEC Climate Center, pp. 1-85.
  10. Beasley, D. B., Huggins, L. F., and Monke, E. J. (1980). ANSWERS: a Model for Watershed Planning, American Society of Agricultural and Biological Engineers, 23, pp. 938-944. https://doi.org/10.13031/2013.34692
  11. Bicknell, B. R., Imhoff, J. C., Kittle, J. L., Jobes, T. H., and Donigian, A. S. (2001). Hydrologic Simulation Program - FORTRAN (HSPF), User's Manual for Version 12.0, U.S. EPA, Athens, GA, 30605.
  12. Chapman, T. G. and Maxwell, A. I. (1996). Baseflow Separation - Comparison of Numerical Methods with Tracer Experiments, Institute Engineers Australia National Conference, 96(5), pp. 539-545.
  13. Intergovernmental Panel on Climate Change (IPCC). (2013). Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, http://www.ipcc.ch/report/ar5/wg1/.
  14. Ji, U., Kim, T. G., Lee, E, J., Ryoo, K. S., Hwang, M. H., and Jang, E. K. (2014). Analysis of Sediment Discharge by Long-Term Runoff in Nakdong River Watershed Using SWAT Model, Journal of Environmental Science International, 23(4), pp. 723-735. [Korean Literature] https://doi.org/10.5322/JESI.2014.4.723
  15. Joh, H. K., Park, J. Y., Jang, C. H., and Kim S. J. (2012). Comparing Prediction Uncertainty Analysis Techniques of SWAT Simulated Streamflow Applied to Chungju Dam Watershed, Journal of Korea Water Resource Association, 45(9), pp. 861-874. [Korean Literature] https://doi.org/10.3741/JKWRA.2012.45.9.861
  16. Jung, Y. H., Lim, K. J., and Kim, H. S. (2014). Estimation of Baseflow Considering Recession Characteristics of Hydrograph, Journal of Wetlands Research, 16(2), pp. 161-171. [Korean Literature] https://doi.org/10.17663/JWR.2014.16.2.161
  17. Kim, N. W., Lee, J. W., Chung, I. M., and Lee, M. H. (2013). Combined Effects of Ground Water Abstraction and Irrigation Reservoir on Streamflow, Journal of Korea Water Resources Association, 46(7), pp. 719-733. [Korean Literature] https://doi.org/10.3741/JKWRA.2013.46.7.719
  18. Kim, N. W., Moon, C. I., and Seung, W. Y. (2005). Method of Estimating Groundwater Recharge with Spatial-Temporal Variability, Journal of Korea Water Resource Association, 38(7), pp. 517-526. [Korean Literature] https://doi.org/10.3741/JKWRA.2005.38.7.517
  19. Kim, N. W., Moon, C. I., Seung, W. Y., Lee, J. W., and Lee, B. J. (2006). The Estimation of Groundwater Recharge with Spatial-Temporal Variability at the Musimcheon Catchment, Journal of Korean Society of Soil and Groundwater Environment, 11(5), pp. 9-19. [Korean Literature]
  20. Lee, J. S., Kim, S. J., Kim, D. G., Kang, N. R., and Kim, H. S. (2011). Estimation of Hydraulic Coefficients in an Ungaged Basin Using SWAT Model, Journal of Korea Wetlands Society, 13(2), pp. 319-327. [Korean Literature]
  21. Lee, S. H. and Lee, J. M. (2007). A Modification of SWMM for a Groundwater Pumping Simulation, Journal of Korean Society on Water Environment, 23(5), pp. 628-635. [Korean Literature]
  22. Lim, H. J., Kwon, H. J., Bae, D. H., and Kim, S. J. (2006). Analysis of Hydrological Impact Using Climate Change Scenarios and the CA-Markov Technique on Soyang Gang-Dam Watershed, Journal of Korea Water Resource Association, 39(5), pp. 453-466. [Korean Literature] https://doi.org/10.3741/JKWRA.2006.39.5.453
  23. Lim, K. J., Engel, B. A., Tang, Z., Choi, J., Kim, K., Muthukrishnan, S., and Tripathy, D. (2005). Automated Web GIS Based Hydrograph Analysis Tool, WHAT1, Journal of the American Water Resources Association, 41(6), pp. 1407-1416. https://doi.org/10.1111/j.1752-1688.2005.tb03808.x
  24. Lim, K. J., Park, Y. S., Kim, J. G., Shin, Y. C., Kim, N. W., Kim, S. J., Jeon, J. H., and Engel, Bernard, A. (2010). Development of Genetic Algorithm-Based Optimization Module in WHAT System for Hydrograph Analysis and Model Application, Computers Geosciences, 36, pp. 936-944. https://doi.org/10.1016/j.cageo.2010.01.004
  25. Park, J. A., Kim, S. B., Kim, M. S., Kwon, K. H., and Choi, N. C. (2010). Development of Automatic Event Detection Algorithm for Groundwater Level Rise, Journal of Korean Society on Water Environment, 26(6), pp. 954-962. [Korean Literature]
  26. Park, N. S., Koh, B. R., and Lim, Y. D. (2013). Impacts of Fresh and Saline Groundwater Development in Sungsan Watershed, Jeju Island, Journal of Water Resources Association, 46(7), pp. 783-794. [Korean Literature] https://doi.org/10.3741/JKWRA.2013.46.7.783
  27. Rutledge, A. (1998). Computer Programs for Describing the Recession of Ground-Water Discharge and for Estimating Mean Ground-Water Recharge and Discharge from Streamflow Records: Update, US Geological Survey Water-Resources Investigations Report, pp. 98-4148.
  28. Ruy, J. C., Choi, J. W., Kang, H. W., Kum, D. H., Shin, D. S., Lee, K. H., Jeong, G. C., and Lim, K. J. (2012). Evaluation of Groundwater Recharge rate for Land Uses at Mandae Stream Watershed Using SWAT HRU Mapping Module, Journal of Korean Society on Water Environment, 28(5), pp. 743-753. [Korean Literature]
  29. Saleh, A., Arnold, J., Gassman, P. W. A., Hauck, L., Rosenthal, W., Williams, J., and McFarland, A. (2000). Application of SWAT for the Upper North Bosque River Watershed, American Society of Agricultural and Biological Engineers, 43, pp. 1077-1087. https://doi.org/10.13031/2013.3000
  30. United States Army Corps of Engineers (USACE). (2005). Hydrologic Engineering Corps Hydrologic Modeling System (HEC-HMS) Version 3.0.0. Build 1147, http://www.hec.usace.army.mil.
  31. Yang, J. S. and Chi, D. K. (2011). Correlation Analysis Between Groundwater Level and Baseflow in the Geum River Watershed, Calculated Using the WHAT System, Journal of Engineering Geology, 21(2), pp. 107-116. https://doi.org/10.9720/kseg.2011.21.2.107

Cited by

  1. Assessment of Baseflow Estimates Considering Recession Characteristics in SWAT vol.10, pp.4, 2018, https://doi.org/10.3390/w10040371