Research Article
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Hibrit Trend Analiz Yöntemleri Kullanılarak Doğu Akdeniz Havzasındaki Hidrolojik Kuraklıkların İncelenmesi

Year 2025, Volume: 14 Issue: 2, 73 - 81, 27.06.2025
https://doi.org/10.46810/tdfd.1639048

Abstract

Bu çalışma, Şen eğim tahmincisi (SSE) ve Şen'in Yenilikçi Trend Analizi (ITA) yöntemleriyle geliştirilen Mann-Kendall (MK) yöntemini kullanarak, Doğu Akdeniz Havzası'ndaki (DAH) nehir sistemleri üzerindeki iklim değişikliğinin etkisini araştırmaktadır. Araştırma, özellikle akış eğilimlerindeki hidrolojik değişikliklere odaklanmakta ve bunların iklim değişikliği ve antropojenik faaliyetler bağlamındaki etkilerini incelemektedir. Metodoloji, farklı gözlem istasyonlarından gelen akış verileri de dahil olmak üzere hidro-meteorolojik serilerin ayrıntılı bir analizini içermektedir. Araştırma, MK testinin seri bağımsızlık gereksinimini karşılayan gelişmiş metodolojileri uygulayarak eğilim tespitinin sağlamlığını artırmaktadır. Çalışma alanı, DAH'daki 10 alt havzayı kapsamakta olup özellikle Göksu Nehri ve kollarını içermektedir. Sonuçlar, birkaç istasyonda yıllık akış değerlerinde önemli düşüşler olduğunu ortaya koyarak, iklim ve çevresel değişikliklerin havzanın hidrolojisi üzerindeki önemli etkisini göstermektedir. Bu bulgular, akış desenlerindeki mekansal ve zamansal değişkenliğin ayrıntılı bir analizini sunan ITA grafikleri kullanılarak değerlendirilmiştir. Bu araştırma, iklim değişkenliğine karşı hidrolojik tepkilerin daha iyi anlaşılmasına katkıda bulunarak, önemli çevresel değişiklikler geçiren bölgelerdeki su kaynakları yönetimi ve politikaları için önemli bilgiler sağlamaktadır.

References

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  • Sigalla OZ, Valimba P, Selemani JR, Kashaigili JJ, Tumbo M. Analysis of spatial and temporal trend of hydro-climatic parameters in the Kilombero River Catchment, Tanzania. Sci Reports 2023 131 2023;13:1–17. https://doi.org/10.1038/s41598-023-35105-8.
  • Wu H, Soh LK, Samal A, Chen XH. Trend analysis of streamflow drought events in Nebraska. Water Resour Manag 2008;22:145–64. https://doi.org/10.1007/S11269-006-9148-6.
  • Yue S, Pilon P, Phinney B, Cavadias G. The influence of autocorrelation on the ability to detect trend in hydrological series. Hydrol Process 2002. https://doi.org/10.1002/hyp.1095.
  • Theil H. A rank-invariant method of linear and polynomial regression analysis, Part I. Proc R Netherlands Acad Sci 1950.
  • Sen PK. Estimates of the Regression Coefficient Based on Kendall’s Tau. J Am Stat Assoc 1968;63:1379–89. https://doi.org/10.1080/01621459.1968.10480934.
  • Alashan S. Combination of modified Mann-Kendall method and Şen innovative trend analysis. Eng Reports 2020;2:e12131. https://doi.org/10.1002/ENG2.12131.
  • Bayazit M, Önöz B. To prewhiten or not to prewhiten in trend analysis? Hydrol Sci J 2007;52:611–24. https://doi.org/10.1623/HYSJ.52.4.611.
  • Şen Z. Hydrological trend analysis with innovative and over-whitening procedures. Hydrol Sci J 2017;62:294–305. https://doi.org/10.1080/02626667.2016.1222533.
  • İkincioğulları, E., Gül, E., Toprak A. Comparison of Flow Trends of The Eastern Mediterranean Basin with Mann Kendall and Innovative Trend Analysis Methods. 2. Int. Conf. Adv. Innov. Eng., Elazığ: Fırat University; 2023.
  • Khemiri K, Jebari S, Berndtsson R, Maalel K. Is Climate or Direct Human Influence Responsible for Discharge Decrease in the Tunisian Merguellil Basin? Water 2021, Vol 13, Page 2748 2021;13:2748. https://doi.org/10.3390/W13192748.
  • Gumus V, Avsaroglu Y, Simsek O. Streamflow trends in the Tigris river basin using Mann−Kendall and innovative trend analysis methods. J Earth Syst Sci 2022;131:1–17. https://doi.org/10.1007/S12040-021-01770-4.
  • Yuce, M. I., Aytek, A., Esit, M., Deger, I. H., Yasa, I., Simsek, A., & Ugur F. Investigation of the meteorological and hydrological drought characteristics in yeşilirmak basin, Türkiye. Theor Appl Climatol 2025;156:1–16. https://doi.org/https://doi.org/10.1007/s00704-025-05437-8.
  • Esit M. Investigation of innovative trend approaches (ITA with significance test and IPTA) comparing to the classical trend method of monthly and annual hydrometeorological variables: a case study of Ankara region, Turkey. J Water Clim Chang 2023;14:305–29. https://doi.org/https://doi.org/10.2166/wcc.2022.356.
  • Şan M. Combined innovative trend analysis methods for seasonal trend testing. J Hydrol 2025;649. https://doi.org/https://doi.org/10.1016/j.jhydrol.2024.132418.
  • Buyukyildiz M. Evaluation of annual total precipitation in the transboundary Euphrates–Tigris River Basin of Türkiye using innovative graphical and statistical trend approaches. Appl Water Sci 2023;13:1–15. https://doi.org/10.1007/S13201-022-01845-7.
  • Yurekli K. Identification of possible risks to hydrological design under non-stationary climate conditions. Nat Hazards 2023;116:517–36. https://doi.org/10.1007/S11069-022-05686-0.
  • Terzioğlu ZÖ, Kankal M, Yüksek Ö, Nemli MÖ, Akçay F. Analysis of The Precipitation Intensity Values of Various Durations In Trabzon Province of Turkey By Şen’s Innovative Trend Method. Sigma J Eng Nat Sci 2019;37:241–50.
  • Ougahi JH, Cutler MEJ, Cook SJ. Assessment of climate change effects on vegetation and river hydrology in a semi-arid river basin. PLoS One 2022;17:e0271991. https://doi.org/10.1371/JOURNAL.PONE.0271991.
  • Emiru NC, Recha JW, Thompson JR, Belay A, Aynekulu E, Manyevere A, et al. Impact of Climate Change on the Hydrology of the Upper Awash River Basin, Ethiopia. Hydrol 2022, Vol 9, Page 3 2021;9:3. https://doi.org/10.3390/HYDROLOGY9010003.
  • Zakwan M, Ahmad Z. Trend analysis of hydrological parameters of Ganga River. Arab J Geosci 2021;14:1–15. https://doi.org/10.1007/S12517-021-06453-4.
  • Saplıoğlu, K., Kilit, M., & Yavuz BK. Trend Analysis of Streams in The Western Mediterranean Basin of Turkey. Fresenius Environ Bull 2014;23:313–27.
  • Lelieveld J, Hadjinicolaou P, Kostopoulou E, Chenoweth J, El Maayar M, Giannakopoulos C, et al. Climate change and impacts in the Eastern Mediterranean and the Middle East. Clim Change 2012;114:667–87. https://doi.org/10.1007/S10584-012-0418-4/.
  • Tsesmelis DE, Leveidioti I, Karavitis CA, Kalogeropoulos K, Vasilakou CG, Tsatsaris A, et al. Spatiotemporal Application of the Standardized Precipitation Index (SPI) in the Eastern Mediterranean. Clim 2023, Vol 11, Page 95 2023;11:95. https://doi.org/10.3390/CLI11050095.
  • Kostopoulou E, Jones PD. Assessment of climate extremes in the Eastern Mediterranean. Meteorol Atmos Phys 2005;89:69–85. https://doi.org/10.1007/S00703-005-0122-2/METRICS.
  • Kesgin E, Genar Yaldiz S, Güçlü YS. Spatiotemporal variability and trends of droughts in the Mediterranean coastal region of Türkiye. Artic Int J Climatol 2024. https://doi.org/10.1002/joc.8370.
  • Kuglitsch FG, Toreti A, Xoplaki E, Della-Marta PM, Zerefos CS, Trke M, et al. Heat wave changes in the eastern Mediterranean since 1960. Geophys Res Lett 2010;37:4802. https://doi.org/10.1029/2009GL041841.
  • Von Storch H. Misuses of statistical analysis in climate research. Analysis of climate variability: applications of statistical techniques. HV Storch, A Navarra (Eds), 11-26 1995.
  • Hamed KH, Ramachandra Rao A. A modified Mann-Kendall trend test for autocorrelated data. J Hydrol 1998;204:182–96. https://doi.org/10.1016/S0022-1694(97)00125-X.
  • Chowdhury RK, Beecham S. Australian rainfall trends and their relation to the southern oscillation index. Hydrol Process 2010;24:504–14. https://doi.org/10.1002/HYP.7504.
  • Douglas EM, Vogel RM, Kroll CN. Trends in floods and low flows in the United States: impact of spatial correlation. J Hydrol 2000;240:90–105. https://doi.org/10.1016/S0022-1694(00)00336-X.
  • Yue S, Pilon P, Phinney B. Canadian streamflow trend detection: Impacts of serial and cross-correlation. Hydrol Sci J 2003;48:51–63. https://doi.org/10.1623/HYSJ.48.1.51.43478.
  • Şen Z. Innovative Trend Analysis Methodology. J Hydrol Eng 2012;17:1042–6. https://doi.org/10.1061/(ASCE)HE.1943-5584.0000556.
  • Oğuz K, AKIN S. Doğu Akdeniz Havzasında Sıcaklık, Yağış ve Aerosol Değişiminin İncelenmesi. Mühendislik Bilim ve Tasarım Derg 2019;7:244–53. https://doi.org/10.21923/JESD.464737.
  • Berhail S, Tourki M, Merrouche I, Bendekiche H. Geo-statistical assessment of meteorological drought in the context of climate change: case of the Macta basin (Northwest of Algeria). Model Earth Syst Environ 2022;8:81–101. https://doi.org/10.1007/S40808-020-01055-7.
  • Dabanli I, Şişman E, Güçlü YS, Birpınar ME, Şen Z. Climate change impacts on sea surface temperature (SST) trend around Turkey seashores. Acta Geophys 2021;69:295–305. https://doi.org/10.1007/S11600-021-00544-2.
  • Elouissi A, Benzater B, Dabanli I, Habi M, Harizia A, Hamimed A. Drought investigation and trend assessment in Macta watershed (Algeria) by SPI and ITA methodology. Arab J Geosci 2021;14:1–13. https://doi.org/10.1007/S12517-021-07670-7/.
  • Deger, I. H., Esıt, M., & Yuce MI. Univariate and bivariate hydrological drought frequency analysis by copula functions. Water Resour Manag 2023;37:4881–907. https://doi.org/https://doi.org/10.1007/s11269-023-03586-x.

Investigation of Hydrological Droughts in the Eastern Mediterranean Basin Using Hybrid Trend Analysis Methods

Year 2025, Volume: 14 Issue: 2, 73 - 81, 27.06.2025
https://doi.org/10.46810/tdfd.1639048

Abstract

This study investigates the impact of climate change on river systems within the Eastern Mediterranean Basin (EMB), utilizing the Mann-Kendall (MK) test, enhanced by Sen’s slope estimator (SSE) and Şen’s Innovative Trend Analysis (ITA) methods. The research focuses on hydrological changes,, particularly in streamflow trends, and examines their implications in the context of climate change and anthropogenic activities. The methodology involves a detailed analysis of hydro-meteorological series, including streamflow data from different observation stations. The research enhances the robustness of trend detection by applying advanced methodologies such as trend-preserving pre-whitening, which satisfies the serial independence requirement of the MK test. The study area comprises 10 sub-basins in the EMB, with a particular attention to the Göksu River and its tributaries. The results reveal significant declines in the annual streamflow values at several stations, demonstrating the considerable influence of climate and environmental changes on the basin's hydrology. These findings are further evaluated using ITA graphs, which offer a detailed analysis of the spatial and temporal variability in streamflow patterns. This research contributes to a better understanding of hydrological responses to climatic variability, providing vital information for water resource management and policies in regions undergoing significant environmental changes.

References

  • Mouris K, Schwindt S, Pesci MH, Wieprecht S, Haun S. An interdisciplinary model chain quantifies the footprint of global change on reservoir sedimentation. Sci Reports 2023 131 2023;13:1–16. https://doi.org/10.1038/s41598-023-47501-1.
  • Sigalla OZ, Valimba P, Selemani JR, Kashaigili JJ, Tumbo M. Analysis of spatial and temporal trend of hydro-climatic parameters in the Kilombero River Catchment, Tanzania. Sci Reports 2023 131 2023;13:1–17. https://doi.org/10.1038/s41598-023-35105-8.
  • Wu H, Soh LK, Samal A, Chen XH. Trend analysis of streamflow drought events in Nebraska. Water Resour Manag 2008;22:145–64. https://doi.org/10.1007/S11269-006-9148-6.
  • Yue S, Pilon P, Phinney B, Cavadias G. The influence of autocorrelation on the ability to detect trend in hydrological series. Hydrol Process 2002. https://doi.org/10.1002/hyp.1095.
  • Theil H. A rank-invariant method of linear and polynomial regression analysis, Part I. Proc R Netherlands Acad Sci 1950.
  • Sen PK. Estimates of the Regression Coefficient Based on Kendall’s Tau. J Am Stat Assoc 1968;63:1379–89. https://doi.org/10.1080/01621459.1968.10480934.
  • Alashan S. Combination of modified Mann-Kendall method and Şen innovative trend analysis. Eng Reports 2020;2:e12131. https://doi.org/10.1002/ENG2.12131.
  • Bayazit M, Önöz B. To prewhiten or not to prewhiten in trend analysis? Hydrol Sci J 2007;52:611–24. https://doi.org/10.1623/HYSJ.52.4.611.
  • Şen Z. Hydrological trend analysis with innovative and over-whitening procedures. Hydrol Sci J 2017;62:294–305. https://doi.org/10.1080/02626667.2016.1222533.
  • İkincioğulları, E., Gül, E., Toprak A. Comparison of Flow Trends of The Eastern Mediterranean Basin with Mann Kendall and Innovative Trend Analysis Methods. 2. Int. Conf. Adv. Innov. Eng., Elazığ: Fırat University; 2023.
  • Khemiri K, Jebari S, Berndtsson R, Maalel K. Is Climate or Direct Human Influence Responsible for Discharge Decrease in the Tunisian Merguellil Basin? Water 2021, Vol 13, Page 2748 2021;13:2748. https://doi.org/10.3390/W13192748.
  • Gumus V, Avsaroglu Y, Simsek O. Streamflow trends in the Tigris river basin using Mann−Kendall and innovative trend analysis methods. J Earth Syst Sci 2022;131:1–17. https://doi.org/10.1007/S12040-021-01770-4.
  • Yuce, M. I., Aytek, A., Esit, M., Deger, I. H., Yasa, I., Simsek, A., & Ugur F. Investigation of the meteorological and hydrological drought characteristics in yeşilirmak basin, Türkiye. Theor Appl Climatol 2025;156:1–16. https://doi.org/https://doi.org/10.1007/s00704-025-05437-8.
  • Esit M. Investigation of innovative trend approaches (ITA with significance test and IPTA) comparing to the classical trend method of monthly and annual hydrometeorological variables: a case study of Ankara region, Turkey. J Water Clim Chang 2023;14:305–29. https://doi.org/https://doi.org/10.2166/wcc.2022.356.
  • Şan M. Combined innovative trend analysis methods for seasonal trend testing. J Hydrol 2025;649. https://doi.org/https://doi.org/10.1016/j.jhydrol.2024.132418.
  • Buyukyildiz M. Evaluation of annual total precipitation in the transboundary Euphrates–Tigris River Basin of Türkiye using innovative graphical and statistical trend approaches. Appl Water Sci 2023;13:1–15. https://doi.org/10.1007/S13201-022-01845-7.
  • Yurekli K. Identification of possible risks to hydrological design under non-stationary climate conditions. Nat Hazards 2023;116:517–36. https://doi.org/10.1007/S11069-022-05686-0.
  • Terzioğlu ZÖ, Kankal M, Yüksek Ö, Nemli MÖ, Akçay F. Analysis of The Precipitation Intensity Values of Various Durations In Trabzon Province of Turkey By Şen’s Innovative Trend Method. Sigma J Eng Nat Sci 2019;37:241–50.
  • Ougahi JH, Cutler MEJ, Cook SJ. Assessment of climate change effects on vegetation and river hydrology in a semi-arid river basin. PLoS One 2022;17:e0271991. https://doi.org/10.1371/JOURNAL.PONE.0271991.
  • Emiru NC, Recha JW, Thompson JR, Belay A, Aynekulu E, Manyevere A, et al. Impact of Climate Change on the Hydrology of the Upper Awash River Basin, Ethiopia. Hydrol 2022, Vol 9, Page 3 2021;9:3. https://doi.org/10.3390/HYDROLOGY9010003.
  • Zakwan M, Ahmad Z. Trend analysis of hydrological parameters of Ganga River. Arab J Geosci 2021;14:1–15. https://doi.org/10.1007/S12517-021-06453-4.
  • Saplıoğlu, K., Kilit, M., & Yavuz BK. Trend Analysis of Streams in The Western Mediterranean Basin of Turkey. Fresenius Environ Bull 2014;23:313–27.
  • Lelieveld J, Hadjinicolaou P, Kostopoulou E, Chenoweth J, El Maayar M, Giannakopoulos C, et al. Climate change and impacts in the Eastern Mediterranean and the Middle East. Clim Change 2012;114:667–87. https://doi.org/10.1007/S10584-012-0418-4/.
  • Tsesmelis DE, Leveidioti I, Karavitis CA, Kalogeropoulos K, Vasilakou CG, Tsatsaris A, et al. Spatiotemporal Application of the Standardized Precipitation Index (SPI) in the Eastern Mediterranean. Clim 2023, Vol 11, Page 95 2023;11:95. https://doi.org/10.3390/CLI11050095.
  • Kostopoulou E, Jones PD. Assessment of climate extremes in the Eastern Mediterranean. Meteorol Atmos Phys 2005;89:69–85. https://doi.org/10.1007/S00703-005-0122-2/METRICS.
  • Kesgin E, Genar Yaldiz S, Güçlü YS. Spatiotemporal variability and trends of droughts in the Mediterranean coastal region of Türkiye. Artic Int J Climatol 2024. https://doi.org/10.1002/joc.8370.
  • Kuglitsch FG, Toreti A, Xoplaki E, Della-Marta PM, Zerefos CS, Trke M, et al. Heat wave changes in the eastern Mediterranean since 1960. Geophys Res Lett 2010;37:4802. https://doi.org/10.1029/2009GL041841.
  • Von Storch H. Misuses of statistical analysis in climate research. Analysis of climate variability: applications of statistical techniques. HV Storch, A Navarra (Eds), 11-26 1995.
  • Hamed KH, Ramachandra Rao A. A modified Mann-Kendall trend test for autocorrelated data. J Hydrol 1998;204:182–96. https://doi.org/10.1016/S0022-1694(97)00125-X.
  • Chowdhury RK, Beecham S. Australian rainfall trends and their relation to the southern oscillation index. Hydrol Process 2010;24:504–14. https://doi.org/10.1002/HYP.7504.
  • Douglas EM, Vogel RM, Kroll CN. Trends in floods and low flows in the United States: impact of spatial correlation. J Hydrol 2000;240:90–105. https://doi.org/10.1016/S0022-1694(00)00336-X.
  • Yue S, Pilon P, Phinney B. Canadian streamflow trend detection: Impacts of serial and cross-correlation. Hydrol Sci J 2003;48:51–63. https://doi.org/10.1623/HYSJ.48.1.51.43478.
  • Şen Z. Innovative Trend Analysis Methodology. J Hydrol Eng 2012;17:1042–6. https://doi.org/10.1061/(ASCE)HE.1943-5584.0000556.
  • Oğuz K, AKIN S. Doğu Akdeniz Havzasında Sıcaklık, Yağış ve Aerosol Değişiminin İncelenmesi. Mühendislik Bilim ve Tasarım Derg 2019;7:244–53. https://doi.org/10.21923/JESD.464737.
  • Berhail S, Tourki M, Merrouche I, Bendekiche H. Geo-statistical assessment of meteorological drought in the context of climate change: case of the Macta basin (Northwest of Algeria). Model Earth Syst Environ 2022;8:81–101. https://doi.org/10.1007/S40808-020-01055-7.
  • Dabanli I, Şişman E, Güçlü YS, Birpınar ME, Şen Z. Climate change impacts on sea surface temperature (SST) trend around Turkey seashores. Acta Geophys 2021;69:295–305. https://doi.org/10.1007/S11600-021-00544-2.
  • Elouissi A, Benzater B, Dabanli I, Habi M, Harizia A, Hamimed A. Drought investigation and trend assessment in Macta watershed (Algeria) by SPI and ITA methodology. Arab J Geosci 2021;14:1–13. https://doi.org/10.1007/S12517-021-07670-7/.
  • Deger, I. H., Esıt, M., & Yuce MI. Univariate and bivariate hydrological drought frequency analysis by copula functions. Water Resour Manag 2023;37:4881–907. https://doi.org/https://doi.org/10.1007/s11269-023-03586-x.
There are 38 citations in total.

Details

Primary Language English
Subjects Hydrodynamics and Hydraulic Engineering
Journal Section Research Article
Authors

Sadık Alashan 0000-0003-1769-4590

Enes Gül 0000-0001-9364-9738

Ahmet Toprak 0000-0001-6790-1856

Erdinç İkincioğulları 0000-0003-2518-980X

Submission Date February 13, 2025
Acceptance Date April 15, 2025
Publication Date June 27, 2025
Published in Issue Year 2025 Volume: 14 Issue: 2

Cite

APA Alashan, S., Gül, E., Toprak, A., İkincioğulları, E. (2025). Investigation of Hydrological Droughts in the Eastern Mediterranean Basin Using Hybrid Trend Analysis Methods. Türk Doğa Ve Fen Dergisi, 14(2), 73-81. https://doi.org/10.46810/tdfd.1639048
AMA Alashan S, Gül E, Toprak A, İkincioğulları E. Investigation of Hydrological Droughts in the Eastern Mediterranean Basin Using Hybrid Trend Analysis Methods. TJNS. June 2025;14(2):73-81. doi:10.46810/tdfd.1639048
Chicago Alashan, Sadık, Enes Gül, Ahmet Toprak, and Erdinç İkincioğulları. “Investigation of Hydrological Droughts in the Eastern Mediterranean Basin Using Hybrid Trend Analysis Methods”. Türk Doğa Ve Fen Dergisi 14, no. 2 (June 2025): 73-81. https://doi.org/10.46810/tdfd.1639048.
EndNote Alashan S, Gül E, Toprak A, İkincioğulları E (June 1, 2025) Investigation of Hydrological Droughts in the Eastern Mediterranean Basin Using Hybrid Trend Analysis Methods. Türk Doğa ve Fen Dergisi 14 2 73–81.
IEEE S. Alashan, E. Gül, A. Toprak, and E. İkincioğulları, “Investigation of Hydrological Droughts in the Eastern Mediterranean Basin Using Hybrid Trend Analysis Methods”, TJNS, vol. 14, no. 2, pp. 73–81, 2025, doi: 10.46810/tdfd.1639048.
ISNAD Alashan, Sadık et al. “Investigation of Hydrological Droughts in the Eastern Mediterranean Basin Using Hybrid Trend Analysis Methods”. Türk Doğa ve Fen Dergisi 14/2 (June2025), 73-81. https://doi.org/10.46810/tdfd.1639048.
JAMA Alashan S, Gül E, Toprak A, İkincioğulları E. Investigation of Hydrological Droughts in the Eastern Mediterranean Basin Using Hybrid Trend Analysis Methods. TJNS. 2025;14:73–81.
MLA Alashan, Sadık et al. “Investigation of Hydrological Droughts in the Eastern Mediterranean Basin Using Hybrid Trend Analysis Methods”. Türk Doğa Ve Fen Dergisi, vol. 14, no. 2, 2025, pp. 73-81, doi:10.46810/tdfd.1639048.
Vancouver Alashan S, Gül E, Toprak A, İkincioğulları E. Investigation of Hydrological Droughts in the Eastern Mediterranean Basin Using Hybrid Trend Analysis Methods. TJNS. 2025;14(2):73-81.

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