2014~2015 연속가뭄을 고려한 SWAT 수질 매개변수 보정
Calibration of Water Quality Parameters in SWAT Considering Continuous Drought Periods 2014~2015
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초록
This study is to calibrate the SWAT (Soil and Water Assessment Tool) water quality of SS (Suspended Solid), T-P (Total Phosphorus), and T-N (Total Nitrogen) by focusing on 2014~2015 drought periods and identify the important parameters. For Gongdo watershed (366.5 km 2 ), the SWAT was calibrated for 2 cases of 2002~2006 normal year focusing calibration and 2014~2015 drought focusing calibration respectively. The parameters of N_UPDIS (Nitrogen uptake distribution parameter) and CMN (Rate factor for humus mineralization of active organic nutrients) played important roles for T-N calibration during drought periods. The SWAT SS, T-N, and T-P average R 2 (Coefficient of determination) results by focusing on 2014~2015 drought periods calibration showed 0.71, 0.65 and 0.62 while 2002~2006 normal year focusing calibration showed 0.63, 0.58 and 0.50 respectively. Also SWAT SS, T-N, and T-P model efficiency NSE (Nash-Sutcliffe efficiency) results by focusing on drought period (2014~2015) calibrated showed 0.76, 0.77, 0.87 respectively. Even though the SS, T-P parameters were unchanged during the calibration, the SS and T-P results were improved by the hydrological parameters (SCS-CN, SOL_K, SLSOIL) during the drought periods. The SWAT water quality calibration needs to be considered for the movement of SS and nutrients transport especially focusing on the drought characteristics.
Abstract
This study is to calibrate the SWAT (Soil and Water Assessment Tool) water quality of SS (Suspended Solid), T-P (Total Phosphorus), and T-N (Total Nitrogen) by focusing on 2014~2015 drought periods and identify the important parameters. For Gongdo watershed (366.5 km 2 ), the SWAT was calibrated for 2 cases of 2002~2006 normal year focusing calibration and 2014~2015 drought focusing calibration respectively. The parameters of N_UPDIS (Nitrogen uptake distribution parameter) and CMN (Rate factor for humus mineralization of active organic nutrients) played important roles for T-N calibration during drought periods. The SWAT SS, T-N, and T-P average R 2 (Coefficient of determination) results by focusing on 2014~2015 drought periods calibration showed 0.71, 0.65 and 0.62 while 2002~2006 normal year focusing calibration showed 0.63, 0.58 and 0.50 respectively. Also SWAT SS, T-N, and T-P model efficiency NSE (Nash-Sutcliffe efficiency) results by focusing on drought period (2014~2015) calibrated showed 0.76, 0.77, 0.87 respectively. Even though the SS, T-P parameters were unchanged during the calibration, the SS and T-P results were improved by the hydrological parameters (SCS-CN, SOL_K, SLSOIL) during the drought periods. The SWAT water quality calibration needs to be considered for the movement of SS and nutrients transport especially focusing on the drought characteristics.
참고문헌 (27)
- Ahn, S. R., "Evaluation of future turbidity water and eutrophication in Chungju lake by climate change using CE-QUAL-W2", Korea Water Resources Association Conference, 47(2), pp.145~159 (2014)
- Arnold, J. G., "Large area hydrologic modeling and assessment part I: model development", Journal of American Water Resources Association (JAWRA), 34(1), pp.73~89 (1998)[DOI]
- Brown, L.C., "The enhanced water quality models QUAL2E and QUAL2E-UNCAS documentation and user manual" (1987), USEPA
- Burt, T. P., "Long-term monitoring of river water nitreate: how much data do we need?", Journal of Environmental Monitoring, 12, pp.71~79 (2009)
- Choi, D. G., "An analysis of the effect of climate change on Byeongseong stream's hydrologic and water quality responses using CGCM's future climate information", Korea Water Resources Association Conference, 42(11), pp.921~931 (2009)
- Dijkstra, F. A., "Climate change alters stoichiometry of phosphorus and nitrogen in a semiarid grassl", New Phytologist, 196, pp.807~815 (2012)[DOI]
- Dijkstra, F. A., "Plant and microbial uptake of nitrogen and phosphorus affected by drought using <TEX>$^{15}N$<", TEX> and <TEX>$^{32}P$<, Soil Biology & Biochemistry, pp.2015, 82[DOI]
- Fiere, N., "Effects of drying-rewetting frequency on soil carbon and nitrogen transformations", Soil Biology & Biochemistry, 34, pp.777~787 (2002)[DOI]
- Giese, M., "Nitrogen availability in a grassed semi-arid grassland is dominated by seasonal rainfall", Plant Soil, 340, pp.157~167 (2011)[DOI]
- Hass, M. B., "Detection of dominant nitrate processes in ecohydrological modeling with temporal parameter sensitivity analysis", Ecological Modeling, 314, pp.62~72 (2015)[DOI]
- He, M., "Drought effect on plant nitrogen and phosphorus: a meta-analysis", New Phytologist, 204, pp.924~931 (2014)[DOI]
- 장재호, "이상기후변화가 낙동강 유역의 수문·수질요소에 미치는 영향", 한국수자원학회 논문집, 45(11), pp.1081~1091 (2012), 한국수자원학회
- 강구, "거대억새 단지 조성에 따른 토양 특성 변화", 한국농공학회논문집, 55(6), pp.69~75 (2013), 한국농공학회
- 김다래, "장기 가뭄기간의 유출량을 고려한 SWAT 보정 매개변수 추정 연구", 한국농공학회논문집, 59(2), pp.19~27 (2017), 한국농공학회
- 이용준, "SWAT 모형을 이용한 미래 기후변화 및 토지이용 변화에 따른 안성천 유역 수문 - 수질 변화 분석 (I)", 대한토목학회 논문집B, 28(6), pp.653~663 (2008), 대한토목학회
- Luo, Y., "Assessment of climate change impacts on hydrology and water quality with watershed modeling approach", Science of the Total Environment, 450-451, pp.72~82 (2013)[DOI]
- Merwade, V., "Featured series introdection: SWAT applications for emerging hydrologic and water quality challenges", Journal of the American Water Resources Association, 53(1), pp.67~68 (2017)[DOI]
- Nash, J. E., "Riverflow forecasting throught conceptual models, PartI-A discussion of principles", Journal of Hydrology, 10(3), pp.282~290 (1970)[DOI]
- Soil and Water Assessment Tool (SWAT), "Neitsch, S. L.", Texas Water Resources Institute, ~ (2011)
- 박종윤, "SWAT모형에서 공간 입력자료의 다양한 해상도에 따른 수문-수질 모의결과의 비교분석", 한국수자원학회 논문집, 41(11), pp.1079~1094 (2008), 한국수자원학회
- Rocha, J., "Assessing the impacts of sustainable agricultural practices for water quality improvements in the Vouga catchment (Portugal) using the SWAT model", Science of the Total Environment, 536, pp.48~58 (2015)[DOI]
- Singh, G., "Development and evaluation of targeted marginal land mapping approach in SWAT model for simulating water quality impacts of selected second generation biofeedstock", Environmental Modeling & Software, 81, pp.26~39 (2016)[DOI]
- Williams, J. R., "Computer models of watershed hydrology", pp.909~1000 (1995), Water Resources Publication
- Wischmeier, W. H., "Predicting rainfall erosion losses: a guide to conservation planning" (1978)
- Wu, Y., "Investigating the effects of point source and nonpoint source pollution on the water quality of the East River (Dongjiang) in South China", Ecological Indicators, 32, pp.294~304 (2013)[DOI]
- Zhou, X. V., "Environmental and economic analysis of using SWAT to simulate the effects of switchgrass production on water quality in an impaired watershed", Agricultural Water Management, 160, pp.1~13 (2015)[DOI]
