Browse > Article
http://dx.doi.org/10.15681/KSWE.2017.33.1.78

Development and Application of the Grid-Distributed Model for Contribution Rate Analysis on Non-point Source Pollution According to Landuse  

Ahn, Jung-Min (Nakdong River Environment Research Center, National Institute of Environmental Research)
Jung, Kang-Young (Nakdong River Environment Research Center, National Institute of Environmental Research)
Kim, Shin (Nakdong River Environment Research Center, National Institute of Environmental Research)
Lee, Hae-Jin (Nakdong River Environment Research Center, National Institute of Environmental Research)
Shin, Suk-Ho (Nakdong River Environment Research Center, National Institute of Environmental Research)
Yang, Duk-Seok (Nakdong River Environment Research Center, National Institute of Environmental Research)
Shin, Dongseok (Nakdong River Environment Research Center, National Institute of Environmental Research)
Na, Seung-Min (Nakdong River Environment Research Center, National Institute of Environmental Research)
Publication Information
Journal of Korean Society on Water Environment / v.33, no.1, 2017 , pp. 78-89 More about this Journal
Abstract
Water quality monitoring network data is being affected continuously due to non-point source pollution arising from agricultural land located on the Gwangsancheon outlet in the Nakdong River basin. In this study, we have performed analysis of water quality monitoring system, water quality pattern using SOM and water quality in the Gwangsancheon for sub-basin located at Gisan-myeon in the Nakdong River basin. We have developed and applied the model to estimate the runoff and non-point source loading. As a result of SOM pattern, the effect of non-point source pollution was the largest in the paddy fields and fields. As a result of the developed model, we found contribution rate and reduction rate for non-point source loading according to change of landuse because the reduction effect of nonpoint pollutants was 20.9% of SS, 9.9% of TN, 21.2% of TP and 8.9% of TOC depending on the landuse change.
Keywords
EMC; Gwangsancheon; Non-point source loading; Runoff;
Citations & Related Records
Times Cited By KSCI : 5  (Citation Analysis)
연도 인용수 순위
1 Bertrand-Krajewski, J., Chebbo, G., and Saget, A. (1998). Distribution of Pollutant Mass vs Volume in Stormwater Discharges and the First Flush Phenomenon, Water Research, 32(8), 2341-2356.   DOI
2 Chiew, F. H. S. and McMahon, T. A. (1999). Modeling Runoff and Diffuse Pollution Loads in Urban Areas, Water Science and Technology, 39(12), 241-248.   DOI
3 Choi, J. Y., Lee, S. Y., and Kim, L. H. (2009). Wash-off Characteristics of NPS Pollutants from Forest Landuse, Journal of Korean Society of Hazard Mitigation, 9(4), 129-134. [Korean Literature]
4 Choi, J., Lee, H., Shin, D. S., and Cheon, S. (2009). Evaluation of Estimated Storm Runoff and Non-point Pollutant Discharge from Upper Watershed of Daecheong Reservoir during Rainy Season, Journal of Korean Society on Water Environment, 25(6), 984-993. [Korean Literature]
5 Chung, S. Y., Park, J. H., Hur, Y. T., and Jung, K. S. (2010). Application of MPI Technique for Distributed Rainfall- Runoff Model, Journal of Korea Water Resources Association, 43(8), 747-755. [Korean Literature]   DOI
6 Deletic, A. B. and Mahsimivic, C. T. (1998). Evaluation of Water Quality Factors in Storm Runoff from Paved Areas, Journal of Environmental Engineering, 124(9), 869-879.   DOI
7 Garcia, H. L. and Gonzalez, I. M. (2003). Self-organizing Map and Clustering for Wastewater Treatment Monitoring, Engineering Applications of Artificial Intelligence, 17, 215-225.
8 Geum River Environment Research Center. (2014). Study on Long-term Runoff Monitoring and Reduction Techniques for Major Nonpoint Source Pollution, Geum River Environment Research Center. [Korean Literature]
9 Han River Environment Research Center. (2014). Study on Long-term Runoff Monitoring and Reduction Techniques for major Nonpoint Source Pollutio, Han River Environment Research Center. [Korean Literature]
10 Jang, C., Kum, D., Ha, J., Kim, K., Kang, D. H., Kim, K., Shin, D. S., and Lim, K. J. (2013). Evaluation of Runoff and Pollutant Loads using L-THIA 2012 Runoff and Pollutant Auto-calibration Module and Ranking of Pollutant Loads Potential, Journal of Korean Society on Water Environment. 29(2), 184-195. [Korean Literature]
11 Joint Ministries. (2012). The Second Nonpoint Source Pollution Management Comprehensive Measures ('12-'20), Joint Ministries.
12 Kim, J., Park, Y., Jeon, J., Engel, B. A., Ahn, J., Park, Y. K., Kim, K., Choi, J., and Lim, K. J. (2007). Evaluation of L-THIA WWW Direct Runoff Estimation with AMC Adjustment, Journal of Korean Society on Water Environment, 23(4), 474-481. [Korean Literature]
13 Korea Meteorological Administration. (2016). KMA hompage, www.kma.go.kr (accessed Jun. 2016).
14 Kim, S. and Song, M. (2004). The Analytical Derivation of the Fractal Advection-Diffusion Equation for Modeling Solute Transport in Rivers, Journal of Korea Water Resources Association, 37(11), 889-896. [Korean Literature]   DOI
15 Kim, S. J., Song, Y. H., and Lee, J. H. (2016). A Study on Management Strategy of Non Point Source Pollutants in Stream Basin, Journal of Korean Society of Hazard Mitigation, 16(2), 515-522. [Korean Literature]   DOI
16 Korea Copyright Commission. (2016). Program to Estimate Runoff and Non-point Source Pollution, Registration Number : C-2016-017455. [Korean Literature]
17 Kwon, H. G., Na, S. M., Shin, D. S., and Im, T. H. (2016). A Study on the Calculation Ratio of Nonpoint Sources in the Gumho Basin, Journal of Korean Society of Hazard Mitigation, 16(4), 303-311. [Korean Literature]   DOI
18 Lee J. S. (2007). Hydrology, Goomibook. [Korean Literature]
19 Lee, M. H. and Yoo, D. H. (2011). Development and Application of Diffusion Wave-based Distributed Runoff Model, Journal of Korea Water Resources Association, 44(7), 553-563. [Korean Literature]   DOI
20 Ministry of Environment (MOE). (2016). Water Environment Information System, water.nier.go.kr (accessed Jun. 2016).
21 Ministry of Environment (MOE). (2006a). Nonpoint Source Management Handbook Ministry of Environment. [Korean Literature]
22 Ministry of Environment (MOE). (2006b). Water Quality Management Master Plan: 4 Majors River Water Quality Conservation Master Plan('06-'15). GPVP1200710956, Ministry of Environment. [Korean Literature]
23 Nakdong River Environment Research Center. (2014). Study on Long-term Runoff Monitoring and Reduction Techniques for Major Nonpoint Source Pollution, Nakdong River Environment Research Center. [Korean Literature]
24 Ministry of Environment (MOE). (2012). The Second Nonpoint Source Pollution Management Comprehensive Measures (scheme), Ministry of Environment. [Korean Literature]
25 Ministry of Land, Infrastructure, and Transport (2012). Flood Estimation Method, Ministry of Land, Infrastructure, and Transport. [Korean Literature]
26 Moon, J. H., Lee, I. K., Kim, J. T., and Chang, S. W. (2014). Assessment of Efficiency for Constructed Wetlands to Reduced Non-point Source Pollution, Journal of Korean Society of Hazard Mitigation, 14(1), 333-339. [Korean Literature]   DOI
27 Korea Water Resources Corporation. (2016). Water Information Center, www.kwater.or.kr (accessed Jun. 2016).
28 Park, H., Park, C., Song, M. Baek, K. and Shin, S. (2001). Evaluation of Water Quality Characteristic Using Factor Analysis in the Nakdong River, Journal of Korean Society on Water Environment, 17(6), 693-701. [Korean Literature]
29 Ra, D. G. and Kim, K. S. (1996). Effects of Nonpoint Source Pollutants on Water Quality, Journal of Industral Technology Institute, 10(10), 139-149. [Korean Literature]
30 Ryu. J. (2016). Development and Evaluation of Arc-GIS-based Watershed-scle Long-term Hydrologic Impact Assessment (L-THIA) ACN-WQ system, Kangwon Univ. Doctor's Thesis, Kangwon University, Kangwon, Korea. [Korean Literature]
31 Sartor, J. D., Boyd, G. B., and Agardy, F. J. (1974). Water Pollution Aspects of Street Surface Contaminants, Journal of Water Pollution Control Federation, 46(3), 458-467.
32 Youngsan River Environment Research Center (2014). Study on Long-term Runoff Monitoring and Reduction Techniques for Major Nonpoint Source Pollution, Youngsan River Environment Research Center [Korean Literature]
33 Shin, C. M., Choi, J. Y., and Park, C. H. (2004). Characteristics of Non-Point Pollution Discharge with Land Use in Urban Area, Journal of Korean Society of Environmental Engineers, 26(7), 729-735. [Korean Literature]
34 SOM Toolbox Team (2000). SOM Toolbox for Matlab 5, Helsinki University http://www.cis.hut.fi/projects/somtoolbox (accessed Jun. 2016).
35 Ministry of Land, Infrastructure, and Transport (2016) Water Resources management information System, http://www.wamis.go.kr/ (accessed Jun. 2016).
36 Park, J. H. and Hur, Y. T. (2010). Application of Flood Discharge for Gumgang Watershed Using GIS-based K-DRUM, Journal of Korean Society for GeoSpatial Information Science, 18(1), 11-20. [Korean Literature]