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Analysis on the Area of Deltaic Barrier Island and Suspended Sediments Concentration in Nakdong River Using Satellite Images

위성영상을 활용한 낙동강 삼각주 연안사주의 면적 및 부유퇴적물 농도 변화 분석

  • Eom, Jinah (Korea Ocean Satellite Center, Korea Institute of Ocean Science & Technology) ;
  • Lee, Changwook (Division of Science Education, Kangwon National University)
  • 엄진아 (한국해양과학기술원 해양위성센터) ;
  • 이창욱 (강원대학교 과학교육학부)
  • Received : 2017.03.23
  • Accepted : 2017.04.21
  • Published : 2017.04.30

Abstract

The estuary in Nakdong River has changes by the construction of harbors, land reclamation and artificial waterway changes. These resultslead to changes of extinction and creation of deltaic barrier island. The deltaic barrier island changes in the Nakdong River estuary affect the function of the barrier islands and cause environmental changes. Therefore, it is important to monitor the changes in the area of the Nakdong estuary. In this study, long-term changes of the area and suspended sediment of deltaic barrier island in the Nakdong River estuary were analyzed using Landsat TM/ETM+ images. As a result, end point rate (EPR) values of shoreline in Jinwoodo and Sinjado are about 5m/yr and about 50 m/yr, respectively. The EPR values of north-south and east-west direction in Doyodeung are 20 m/yr and -20 ~ 10 m/yr. The suspended sediment concentration (SSC) has a maximum value of $25g/m^3$ in the vicinity of Jinwoodo and Sinjado, while it has a maximum concentration of $40g/m^3$ in the vicinity of Shinjido and Doyodeung. In other words, the area and the SSC change are small in Jinwoodo, and the area change and the SSC variation are large in Sinjado and Doyodeung. As a result of analysis of correlation between area change and SSC variation using all data, the Pearson coefficient value (r) is 0.36 and it is 0.32 in winter data. In other words, it is considered that the SSC variation affectsthe deltatic barrier island area change. However, verification using advanced altimetry data is necessary in the future. These studies can be used for coastal monitoring and environmental monitoring.

낙동강 하구역은 인공 구조물인 하구둑, 항구의 건설 및 일부 지역의 매립과 인위적인 수로 변경 등에 의해 기존의 사주가 소멸되거나, 새로운 사주가 생성되는 등의 면적 변화를 초래하고 있다. 낙동강 유역의 사주 변화는 연안사주의 기능에 영향을 줄 수 있고, 환경 변화를 초래하고 있다. 따라서 낙동강 하구의 면적 변화를 관측하는 것은 중요한 연구로 자리 잡고 있다. 이 연구에서는 Landsat TM/ETM+ 영상을 기반으로 낙동강 하구의 연안사주의 면적 및 부유퇴적물에 대하여 장기적인 변화를 분석하였다. 그 결과, 연간 해안선 변화율은 진우도는 약 5 m/yr 이하, 신자도는 약 50 m/yr이며, 도요등은 북-남 방향은 20 m/yr, 동-서 방향은 -20 ~ 10 m/yr 이다. 부유퇴적물 농도는 진우도와 신자도 부근에서 최대 $25g/m^3$ 값을 가지는 반면에, 신자도와 도요등 부근에서는 최대 $40g/m^3$ 농도를 가진다. 그 결과 진우도는 면적 변화 및 부유퇴적물 농도 변화량이 적으며 신자도와 도요등은 면적 변화량과 부유퇴적물 농도 변화량은 크다. 모든 자료를 활용하여 연안 사주 면적 변화와 부유퇴적물 농도 간의 상관관계를 분석한 결과, 피어슨 계수 값이 0.36을 가지며, 겨울 자료의 경우 0.32의 값을 가진다. 즉, 부유퇴적물 변화량이 연안 사주 면적 변화에 영향을 미치는 것으로 사료된다. 하지만 추후에는 정밀 고도 측량자료 등을 활용한 검증이 필요하다. 이러한 연구는 연안 관리 및 환경 변화에 의한 연안 모니터링 연구에 활용 될 수 있다.

Keywords

References

  1. Carter, R.W.G., 1988. Coastal environments, Academic Press, London, U.K.
  2. Choi, J.K., Y.J. Park, B.R. Lee, J. Eom, J.E. Moon, and J.H. Ryu, 2014. Application of the Geostationary Ocean Color Imager (GOCI) to mapping the temporal dynamics of coastal water turbidity, Remote Sensing of Environment, 146, 24-35. https://doi.org/10.1016/j.rse.2013.05.032
  3. Choo, H.S., 2002, The variations of oceanic conditions and the distributions of eggs and larvae of Anchovy in the Southern Sea of Korea in summer, Korean Journal of Fisheries and Aquatic Sciences, 35(1): 77-85 (in Korean with English abstract). https://doi.org/10.5657/kfas.2002.35.1.077
  4. Cohen, J., 1988. Statistical Power Analysis for the Behavioral Sciences, 2nd ed. Hillsdale, NJ, Erlbaum.
  5. Eom, J., J.K. Choi, J.S. Won, J.H. Ryu, D. Doxaran, K. Ruddick, and S. Lee, 2016. Spatiotemporal variation in suspended sediment concentrations and related factors of coastal waters based on multispatial satellite data in Gyeonggi Bay, Korea. Journal of Coastal Research (Pre-prints).
  6. Frazier, P.S. and K.J. Page, 2000. Water body detection and delineation with Landsat TM data, Photogrammetric Engineering and Remote Sensing, 66: 1461-1467.
  7. Jang, D.H., K.H. Chi, and H.Y. Lee, 2002. Classification of tidal flat deposits in the Cheonsu-bay using Landsat TM data and surface sediment analysis. Journal of Environmental Impact Assessment, 11(4): 247-258 (in Korean with English abstract).
  8. Jeong, S.H., B.-K. Khim, B.-O. Kim. amd S.-R. Lee, 2013. Shoreline change rates of the barrier islands in Nakdong River Estuary using aerial photography and SPOT-5 image, Ocean and Polar Research, 35(1): 1-14 (in Korean with English abstract). https://doi.org/10.4217/OPR.2013.35.1.001
  9. Kim, B.O. B.-K. Khim and S.-Y. Lee, 2005. Development of mosaic aerial photographs for shoreline change study in Nakdong estuary, Ocean and Polar Research, 27(4): 497-507 (in Korean with English abstract). https://doi.org/10.4217/OPR.2005.27.4.497
  10. Kim, B.O. B.-K. Khim and S.-Y. Lee, 2007. Rate of shoreline changes for barrier islands in Nakdong estuary, Korean Society of Coastal and Ocean Engineers, 19(4): 361-374 (in Korean with English abstract).
  11. Kim, S.H., 2005, The morphological changes of deltaic barrier islands in the Nakdong river estuary after the construction of river barrage. Journal of korean Geographic Society, Vol. 40, No. 4, pp. 416-427 (in Korean with English abstract).
  12. Kim, S.-Y. and J.-S. Ha, 2001. Sedimentary facies and environmental changes of the Nakdong River Estuary and adjacent coastal area. Journal of the Korean Fisheries Society, 34(3): 268-278 (in Korean with English abstract).
  13. Kim, W.H. and H.H. Lee, 1980. Sediment Transport and Deposition in the Nagdong Estuary, Korea, Journal of the Geological Society of Korea, 16(3): 180-188 (in Korean with English abstract).
  14. Lee, S., M. Yang, and C. Lee, 2016. Time series analysis of area of deltaic barrier island in Nakdong River using Landsat satellite image, Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography, 34(5): 457-469 (in Korean with English abstract). https://doi.org/10.7848/ksgpc.2016.34.5.457
  15. Lee, Y.D., 1993. A study on the characteristics of submarine geology in Pusan Bay: sedimentation processes in the Nakdong River estuary, Korea, Journal of Korean Earth Science Society, 14(1): 67-74 (in Korean with English abstract).
  16. Na, Y.H., J.H. Ryu, Y.K. Lee, S.W. Choi and J.S. Won, 2003. Estimation of geomorphologic change in Saemangum tidal flat by remote sensing, Proc. of Korean Spatial Information Society Conference, KSIS, Korea, pp. 274-279. (in Korean with English abstract).
  17. Oh, C.Y., S.Y. Park, C.U. Choi, and J.S. Woo, 2010. Change Detection at the Nakdong Estuary Delta Using Satellite Image and GIS, The Korean Society For Geospatial Information Science, 18(1): 21-29 (in Korean with English abstract).
  18. Park, J., B.-K. Khim, H.J. Lee, and S.R. Lee, 2014. Recent morphological changes off the shoreface of Jinwoodo and Sinjado in the Nakdong River Estuary: 2007-2012, Ocean and Polar Research, 36(2): 87-101 (in Korean with English abstract). https://doi.org/10.4217/OPR.2014.36.2.087
  19. Ryu, J.Y., J.K. Choi, Y.H. Na, and Won, J.S., 2003. Characteristics of Landsat ETM+ image for Gomso bay tidal flat sediments, Korean Journal of Remote Sensing, 19(2): 117-133 (in Korean with English abstract). https://doi.org/10.7780/kjrs.2003.19.2.117
  20. Ryu, S.H., K.H. Kim, and I.C. Lee, 2011. Prediction of Suspended Solid Budget in Nakdong River Estuary. Journal of the Korean Society of Marine Environment and Safety, 17(3): 185-189 (in Korean with English abstract). https://doi.org/10.7837/kosomes.2011.17.3.185
  21. Stigler, S.M., 1989. Francis Galton's Account of the Invention of Correlation, Statistical Science, 4(2): 73-79. https://doi.org/10.1214/ss/1177012580
  22. Thieler, E., E.A. Himmelstoss, J.L. Zichichi, and A. Ergul, 2009. The digital shoreline anlysis syster (DSAS) version 4.0-an ArcGIS extension for calculating shoreline change, USGS, Massachusetts, U.S. Gelogical Survey open-file report 2008, p.1278.
  23. Xu, Z., D.J. Kim and S.H. Kim, 2013. Research of topography changes by artificial structures and scattering mechanism in Yoobu-Do inter-tidal flat using remote sensing data, Korean Journal of Remote Sensing, 29(1): 57-68 (in Korean with English abstract). https://doi.org/10.7780/kjrs.2013.29.1.6
  24. Yi, G.C., H.S, Yoon, S.H. Kim, C.H. Nam, and J.A. Ok, 1999. A Study of the Development of Wetland Database for the Nakdong River Estuary using GIS and RS. Journal of the Korean Association of Geographic Information Studies, 2(3): 1-15 (in Korean with English abstract).

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