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Analysis of long-term water level change of Dongrae hot spring using time series methods

시계열 방법을 이용한 동래온천 수위의 장기적인 변화 분석

  • Jeon, Hang-Tak (Department of Geological Sciences, Pusan National University) ;
  • Hamm, Se-Yeong (Department of Geological Sciences, Pusan National University) ;
  • Cheong, Jae-Yeol (Korea Radioactive Waste Agency (KORAD) R&D Center) ;
  • Lee, Cheol-Woo (Korea Institute of Geoscience and Mineral Resources) ;
  • Lee, Jong-Tae (Korea Central Hot Spring Institute) ;
  • Lim, Woo-Ri (Department of Geological Sciences, Pusan National University)
  • 전항탁 (부산대학교 지구환경시스템학부) ;
  • 함세영 (부산대학교 지구환경시스템학부) ;
  • 정재열 (한국원자력환경공단 기술연구소) ;
  • 이철우 (한국지질자원연구원) ;
  • 이종태 ((주)한국중앙온천연구소) ;
  • 임우리 (부산대학교 지구환경시스템학부)
  • Received : 2018.08.01
  • Accepted : 2018.08.22
  • Published : 2018.10.31

Abstract

Dongrae hot spring belongs to the residual magma type and has a long history of bathing since the Silla dynasty in Korea. Due to long development of hot spring water, it is expected that the amount of hot spring water in Dongrae hot spring has been changed. In this study, long-trem water level data of Dongrae hot spring were examined for recognizing the change of the hot spring. By the fluctuation analysis of the hot spring water level from January 1992 to July 2018, the maximum and minimum annual drawdowns of no. 27 well were 137.70 and 71.60 meters, respectively, with an average drawdown of 103.39 m. On the other hand, the maximum and minimum annual drawdowns of no. 29 well were 137.80 and 71.70 meters, with an average drawdown of 103.49 m. Besides, drawdown rate became bigger in recent years. As a result of analyzing autocorrelation of the two wells, the correlation coefficient ranged from 0.919 to 0.991, showing seasonal groundwater level fluctuation. The cross correlation analysis between water level and precipitation as well as water level and hot spring discharge resulted in the correlation coefficients of -0.280 ~ 0.256 and 0.428 ~ 0.553, respectively. Therefore, using Dongnae hot-spring water level data from 1992 to 2018, the Mann-Kendall test and Sen's test showed that the continuous decline of water level was mainly caused by the pumping of the hot spring water among various reasons.

잔류마그마형 온천에 속하는 동래온천은 신라시대부터 목욕용으로 이용되어온 긴 역사를 가지는 온천이다. 긴 시간 동안 온천수 개발로 인하여 동래온천의 온천수 부존량 변화가 예상되고 있다. 본 연구에서는 동래온천의 수위 변동 자료를 분석하여 온천수위의 장기적 변화 특성을 규명하였다. 1992년 1월부터 2018년 7월까지 동래온천의 두 개의 관정에서 온천수위 변동을 분석한 결과, No. 27관정에서 연 평균 지표 하 수위는 최소 71.60 m, 최대 137.70 m, 평균은 103.39 m, No. 29관정에서 최소 71.70 m, 최대 137.80 m, 평균 103.49 m로서 동절기에 온천수위가 하강하고 하절기에 상승하는 변동 특성을 보이며, 최근으로 올수록 온천수위 하강율이 커지는 경향성을 보인다. 각 관정들의 자기 상관분석 결과, 상관계수는 0.919 ~ 0.991로서 계절적인 지하수위 변동이 지속되는 것으로 나타났다. 또한, 온천수위와 강수량 및 동래온천 이용량의 교차상관 분석 결과, 강수량과의 상관계수는 -0.280 ~ 0.256, 이용량과의 상관계수는 0.428 ~ 0.553으로서 온천수 이용량에 의해서 온천수위의 변동이 더 크게 영향을 받는 것으로 나타났다. 따라서, 1992년부터 2018년까지 동래온천 수위 자료를 이용하여 Mann-Kendall 검정과 Sen의 검정으로 경향성을 분석한 결과, 온천수위의 지속적인 하강은 여러 원인 중 온천수 이용량이 가장 주요한 원인으로 판단된다.

Keywords

Acknowledgement

Supported by : 한국연구재단

References

  1. Cheong, J.-Y., Hamm, S.-Y., Yu, I.-R., Whang, H.-S. and Kim, S.-H., 2015, Analysis of groundwater discharge into the Geumjeong tunnel and baseflow using groundwater modeling and long-term monitoring. Journal of Environmental Science International, 24(12), 1691-1703 (in Korean with English abstract). https://doi.org/10.5322/JESI.2015.24.12.1691
  2. Choi, H.M. and Lee, J.Y., 2009, Parametric and non-parametric trend analyses for water levels of groundwater monitoring wells in Jeju Island. Journal of soil and Soil and Groundwater Environment, 14, 41-50 (in Korean with English abstract).
  3. Chon, H.T., Moon, H.S., Kim, K.H. and Jung, M.C., 1998, Environmental Geology. Seoul National University Press, 529 p.
  4. Gilbert, R.O., 1987, Statistical Methods for Environmental Pollution Monitoring. Van Nostrand Reinhold Co., NY, 320 p.
  5. Google Earth, 2009 (August 10, 2009).
  6. Google Earth, 2017 (October 7, 2017).
  7. Ha, K.C., Ko, K.-S., Koh, D.-C., Yum, B.W. and Lee, K.K., 2006, Time series analysis of the responses of the groundwater levels at multi depth wells according to the river stage fluctuations. Economic and Environmental Geology, 39, 269-284 (in Korean with English abstract).
  8. Hamed, H.K. and Rao, R.A., 1998, A modified Mann-Kendall trend test for autocorrelated data. Jounal of Hydrology, 24, 182-196.
  9. Hamm, S.-Y., Jeon, H.T., Cheong, J.-Y., Kim, H.J., Lee, J.T. and Lee, C.W., 2009, Geological and physico-chemical characteristics of hot springs in Korea. The Korean Academy of Hot Spring, 1st Spring Symposium, 63-98.
  10. Han, S.J., Hamm, S.-Y., Sung, I.H., Lee, B.D., Cho, B.W. and Cho, M.H., 1999, Geochemical characteristics of geothermal water and groundwater in the Dongrae hot-spring area, The Journal of Engineering Geology, 9, 207-225 (in Korean with English abstract).
  11. Im, J.,Y., Lee, D.Y., Kim, Y.G., Choi, Y.S., Yeom, B.W. and Lee, J.M., 1992, Report on survey of hot spring Storage in Dongrae, Busan city. Korea institute of Geoscience and Mineral Resources, 234 p.
  12. Jeong, C.H., Koh, Y.K., Shin, S.H., Nagao, K. and Kim, K.H., 2009, Hydrochemistry and noble gas origin of hot spring waters of Icheon and Pocheon area in Korea. The Journal of Engineering Geology, 19, 529-541 (in Korean with English abstract).
  13. Jeong, J.G. and Lee, C.W., 2007, An analysis of the relationships between quantity and drawdown at the Onyang hot spring area. The Journal of Engineering Geology, 17, 177-185 (in Korean with English abstract).
  14. Kendall, M.G., 1975, Rank Correlation Methods, 4th edition, Charles Griffin, London.
  15. Kim, G.B., Cha, E.J., Jeong, H.G. and Shin, K.H., 2013, Comparison of time series of alluvial groundwater levels before and after barrage construction on the lower Nakdong river. The Journal of Engineering Geology, 23, 105-115 (in Korean with English abstract). https://doi.org/10.9720/kseg.2013.2.105
  16. Kim, G.Y., Koh, Y.K., Kim, C.S., Bae, D.S. and Park, M.E., 2000, Geochemical studies of geothermal waters in Yusung geothermal area. Journal of the Korean Society of Groundwater Environment, 7, 32-46 (in Korean with English abstract).
  17. Kim, K.H. and Choi, H.J., 1998, A geochemical study on the thermal water and groundwater in the hot spring area, South Korea. Journal of the Korean Earth Science Society, 19, 22-34 (in Korean with English abstract).
  18. Kim, K.H., 2007, Hot spring of Korea. Ewha Womans University Press, 238 p.
  19. Koh, Y.K., Yun, S.T. and Ahn, J.S., 1994, Environmental isotope and hydrochemical studies of geothermal waters in Korea: Yusung geothermal area. Journal of the Korean Institute of Mineral and Energy Resources Engineers, 31, 388-399 (in Korean with English abstract).
  20. Koh, Y.K., Yun, S.T., Kim, C.S., Bae, D.S. and Park, S.S., 2001, Geochemical evolution and deep environment of the geothermal waters in the Bugok area: Reconsideration on the origin of sulfate-type geothermal water. Economic and Environmental Geology, 34, 329-343 (in Korean with English abstract).
  21. Larocque, M., Mangin, A., Razack, M. and Banton, O., 1998, Contribution of correlation and spectral analysis to the regional study of a large karst aquifer (Charente, France). Journal of Hydrology, 205, 217-231. https://doi.org/10.1016/S0022-1694(97)00155-8
  22. Lee, C.-M., Hamm, S.-Y., Lee, C., Choi, S.-J. and Chung, S.-Y., 2014, Characteristics of South Korea's geothermal water in relation to its geological and geochemical feature. Journal of Soil and Groundwater Environment, 19(2), 25-37.
  23. Lee, S.G., Kim, T.K., Lee, J.S., Lee, T.J. and Song, Y.H., 2007, Geochemical significance of $^{87}Sr/^{86}Sr$ ratio in Dongrae hot spring water: Application of identification of hot spring water in granitic aquifer. Autumn Geological Science Association Conference, 111.
  24. Lee, J.-Y., Lee, K.-K., 2000, Use of hydrologic time series data for identification of recharge mechanism in a fractured bedrock aquifer system. Journal of Hydrology, 229, 190-201. https://doi.org/10.1016/S0022-1694(00)00158-X
  25. Mann, H.B., 1945, Non-parametric tests against trend, Econometrica 13, 163-171.
  26. Oh, J.S., Kim, B.S., Kim, H.S. and Seoh, B.H., 2004, Trend detection of serially correlated hydrologic series. Journal of Korean Wetlands Society, 6, 35-43 (in Korean with English abstract)
  27. Oh, J.S., Kim, H.S. and Seoh, B.H., 2006, Trend and shift analysis for hydrologic and climate series. Journal of the Korean Society of Civil Engineers, 26, 355-362 (in Korean with English abstract).
  28. Sen, P.K., 1968, Estimates of the regression coefficient based on Kendall's tau. Journal of the American Statistical Association, 63, 1379-1389. https://doi.org/10.1080/01621459.1968.10480934
  29. Son, C.M., Lee, S.M., Kim, Y.K., Kim, S.W. and Kim, H.S., 1978, Explanatory Text of the Geological Map of DongRae and Weolnae Sheets (1:50,000). Korea Research institute of Geoscience and Mineral Resources, 27 p.
  30. Song, S.H., Choi, K.J. and Kim, J.S., 2013, Evaluation of regional characteristics using time series data of groundwater level in Jeju Island. Journal of Environmental Sciences, 22, 609-623. https://doi.org/10.5322/JESI.2013.22.5.609
  31. Sung, K.Y., Park, M.E., Koh, Y.K. and Kim, C.S., 2001, Evolution and origin of the geothermal waters in the Busan area, Korea: I. Cooling and dilution by groundwater mixing after heated seawater-rock interaction. Economic and Environmental Geology, 34, 447-460 (in Korean with English abstract).
  32. Tamanyu, S., 1985, Geothermal Heat in Korea. Geological News, 366, 50-57.
  33. Yue, S., Pilon, P., Phinney, B. and Cavadias, G., 2002, The influence of autocorrelation on the ability to detect trend in hydrological series. Hydrological Processes, 16, 1807-1829. https://doi.org/10.1002/hyp.1095
  34. Yue, S. and Wang, C., 2002, The applicability of pre-whitening to elimenate the influence of serial correlation on the Mann-Kendall test. Water Resources Research, 38, 4-1-7.
  35. Yum, B.W. and Kim, Y.J., 1999, Thermal water level change and geochemistry in the Suanbo area, Korea. Journal of the Korean Society of Groundwater Environment, 6, 55-65 (in Korean with English abstract).
  36. Yun, S.T., Koh, Y.K., Kim, C.S. and So, C.S., 1998, Geochemistry of geothermal waters in Korea: Environmental isotope and hydrochemical characteristics, I. Bugok area. Economic and Environmental Geology, 31, 185-199 (in Korean with English abstract).

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