Fig. 1. Layout of study watershed and sampling points.
Fig. 2. Load estimation method according to sampling by (a) 1hr interval, (b) 2hr interval, (c) 3hr interval.
Fig. 3. Rainfall amounts and load estimations by different sampling frequency.
Fig. 4. Total load(sum of 13 events) difference(%) of 1hr sampling interval vs. 2hr, 3hr, 4hr and 6hr interval sampling.
Table 1. Landuse of Pungyeongjeongcheon watershed.
Table 2. Observed rainfall, runoff amounts and BOD, T-P concentrations of the rainfall event.
Table 3. Median and standard deviation of runoff, BOD and T-P concentrations of different landuse watersheds.
Table 4. Significance analysis of the difference between the load of 1 hour interval and the load of 2,3,4,6 hour sampling intervals.
Table 5. Median and standard deviation of load estimation difference among 1hour vs 2hour, 3hr, 4hr, 6hr sampling interval of storm runoff events.
References
- Ahn, T. W., Kim, T. H., Oh. J. M., (2012). Analysis of first Flushing Effects and EMCs of Non-point Pollutants from Impervious Area during Rainfall. Korean J Limnol, 45(4), PP.459-473, doi:10.11614/KSL.2012.45.4.459
- Beman, J. M., Arrigo, K. R., and Matson, P. A. (2005). Agricultural runoff fuels large phytoplankton blooms in vulnerable areas of the ocean, Nature, 434, pp. 211-214, doi:10.1038/nature03370
- Bowes, M. J., Smith, J. T., and Neal, C. (2009). The value of high resolution nutrient monitoring: a case study of the River Frome, Dorset, UK. J. of Hydrology 378, pp.82-96, doi.org/10.1016/j.jhydrol.2009.09.015
- Choi, J. H., N, E.H (2017). Determination of the number of storm events monitoring considering urban stormwater runoff characteristics, J. of Wetlands Research. pp.515-522, doi:10.17663/JWR.2017.19.4.515
- Defew L. H., L. May, and K. V. Heal. (2013). Uncertainties in estimated phosphorus loads as a function of different sampling frequencies and common calculation methods, J. of Marine and Freshwater Research. pp.373-386. doi: 10.1071/MF12097
- Han, K. H., Kim, J, H., (2005). Effect of Sampling Frequency During Storm Period on Estimation of Pollutant Load from Paddy Field. J. Korean of Environmental Agriculture Vol. 24, No. 1, pp.17-23. DOI: 10.5338/KJEA.2005.24.1.017
- Halliday, S. J., Wade, A. J., Skeffington, R. A., Neal, C., Reynolds, B., Rowland, P., Neal, M., and Norris, D. (2012). An analysis of long term trends, seasonality and short-term dynamics in water quality data from Plynlimon, Wales, Sci. Total Environ., 434, pp. 186-200. doi:10.1016/j.scitotenv.2011.10.052
- Jang, I. H., Lee, H. J., Kim, H. K., Park, J. H., Kim, J. H., Rhew, D. H. (2010). Improvement of Water Quality and Streamflow Monitoring to Quantify Point and Nonpoint Source Pollutant Loads. J. of Korean Society on Water Quality, 26(3), pp. 860-870.
- Jeon, J. C., Jung, J. H., Kim, Y. S., Kim, L. H., (2018). A Review of Research Trend Related to NPS and Suggestion for Research. J. of Wetlands Research, Vol. 20, No. 1, February 2018, pp.80-93 Doi : 10.17663/JWR.2018.20.1.080. Direction in the Future
- Jordan, P., Melland, A. R., Mellander, P.-E., Shortle, G., and Wall, D. (2012). The seasonality of phosphorus transfers from land to water: implications for trophic impacts and policy evaluation. The Science of the Total Environment 434, pp.101-109. doi:10.1016/j.scitotenv.2011.12.070
- Kal, B. S., Park, J. B., Kwon. H, K., Im, T. H., Lee, J. H. (2017). A study on the Management of Non-point Source Using Peak Water Quality Concentration. J. of Wetlands Research Vol. 19, No. 3, August 2017, pp. 287-295, doi : 10.17663/JWR.2017.19.3.287
- Kim, J. S., S. Y., and Kim, K. S. (1999). Characteristics of concentration and load of nitrogen and phosphorus in paddy field areas, J. of Korean Society of Agricultural Engineering. 41(4), pp. 47-56.
- King, K. W., and Harmel, R. D. (2003). Considerations in selecting a water quality sampling strategy. Transactions of the American Society of Agricultural Engineers 46, pp. 63-73.
- Kirchner, J.W., Feng, X. H., and Neal, C. (2000). Fractal stream chemistry and its implications for contaminant transport in catchments, Nature, 403, pp. 524-527, doi:10.1038/35000537
- Kirchner, J. W., Feng, X. H., Neal, C., and Robson, A. J. (2004). The fine structure of water-quality dynamics: the (highfrequency) wave of the future, Hydrol. Process., 18, pp.1353-1359. doi:10.1002/hyp.5537
- Ministry of Environment (MOE). (2017). Monitoring of demonstration facilities of nonpoint source pollution monitoring network and optimization of network.
- National Institute of Environmental Research (NIER). (2007), Evaluation of Non-Point Sources Pollution - Stormwater Monitoring, 11-1480523-000219-01, National Institute of Environmental Research (NIER).
- Thompson, J., Cassidy, R., Doody, D. G., Flynn, R. (2014). Assessing suspended sediment dynamics in relation to ecological thresholds and sampling strategies in two Irish headwater catchment. Science of the Total Environment, 468-469(15), pp. 345-357. doi:10.1016/j.scitotenv.2013.08.069
- USEPA (1993). NPDES Storm Water Sampling Guidance Manual.800B93001. Office of Water, Washington DC, USA.