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Does Sea Level Change in The Strait of Istanbul, Türkiye?

Yıl 2023, Cilt: 10 Sayı: 4, 56 - 63, 26.12.2023
https://doi.org/10.30897/ijegeo.1395466

Öz

Bosphorus is a narrow water passage connecting the Marmara Sea and the Black Sea through a sea level balance current flow. In this study, change points in mean and in variance and trend analysis are performed to reveal whether sea level is changing or not. Moreover, the simple linear regression is calculated to explain the relationships among sea level data in the three stations located in the Black Sea, the Marmara Sea and Bosphorus. The Turkish National Sea Level Monitoring System (TUDES) measures sea water level at each 15-minute periods in three stations in order to minimize the effect of turbulence. The sea level in the coastal area of Istanbul city is most populous region with its highly economic importance. The most important reason for this is the serious decrease in the amount of water discharged into the Black Sea due to dams and excessive water usage. The three sea level stations have no change points on the average of the whole data. The change points in variance are depicted especially in gap data years and especially around year 2018. While the difference in the sea level of the Istanbul and Sile stations contain seasonality, the difference between the other stations has a sinusoidal component. While this study lights on understanding the sea level characteristics of the Bosphorus, it also emphasizes the importance of accuracy, completeness and long-term measurement data requirement.

Etik Beyan

None

Destekleyen Kurum

None

Proje Numarası

None

Teşekkür

The authors are grateful to Turkish National Sea Level Monitoring System (TUDES) in providing the data for scientific studies. This paper would not have been possible without the data sets.

Kaynakça

  • Alpar, B., Dogan, E., Yuce, H., Altiok, H. (2000). Sea level changes along the Turkish coasts of the Black Sea, the Aegean Sea and the Eastern Mediterranean. Mediterranean Marine Science, 1(1), 141–156. https://doi.org/10.12681/mms.285
  • Alpar B, Yüce Y (1998) Sea–level variations and their interactions between the Black Sea and the Aegean Sea. Estuar Coast Shelf, 46:609–619
  • Ahern, M., Kovats, R. S., Wilkinson, P., Few, R., Matthies, F. (2005). Global health impacts of floods: Epidemiologic evidence. Epidemiologic Reviews, 27, 36-46. https://doi.org/10.1093/epirev/mxi004.
  • Artüz, L. (2007). Sea of Marmara from a Scientific Perspective (in Turkish: Bilimsel Açıdan Marmara Denizi). Türkiye Barolar Birliği Yayınları.
  • Becker, A., Hippe, A., Mclean, E. (2017). Cost and Materials Required to Retrofit US Seaports in Response to Sea Level Rise: A Thought Exercise for Climate Response. Journal of Marine Science and Engineering, 5(3), 44. https://doi.org/10.3390/jmse5030044.
  • Beşiktepe, Ş., T., T., Sur, H. I. do., Özsoy, E., Latif, M. A., Oǧuz, T., Ünlüata, Ü. (1994). The circulation and hydrography of the Sea of Marmara. Progress in Oceanography 34 (4), 285-334. https://doi.org/10.1016/0079-6611(94)90018-3.
  • Brown, S., Jenkins, K., Goodwin, P., Lincke, D., Vafeidis, A. T., Tol, R. S. J., Jenkins, R., Warren, R., Nicholls, R. J., Jevrejeva, S., Arcilla, A. S., Haigh, I. D. (2021). Global costs of protecting against sea-level rise at 1.5 to 4.0 C. Climatic Change, 167(4), 1-21. https://doi.org/10.1007/s10584-021-03130-z.
  • Chen, J., Gupta, A. K. (2000) Parametric statistical change point analysis, Springer.
  • Gazioǧlu, C.; Burak, S.; Alpar, B.; Türker D, A.; Barut C, I.F. (2010). Foreseeable Impacts of Sea Level Rise on the Southern Coast of the Marmara Sea (Turkey). Water Policy 12, 932–943.
  • Hirsch, R. M., Slack, J. R., Smith, R. A. (1982). Techniques of Trend Analysis for Monthly Water Quality Data. Water Resources Research 18(1), 107-121. https://doi.org/10.1029/WR018i001p00107.
  • IPCC: Intergovernmental Panel on Climate Change, (2007). AR4 Climate Change 2007: Synthesis Report. https://www.ipcc.ch/report/ar4/syr/.
  • IPCC, Intergovernmental Panel on Climate Change (2014). AR5 Synthesis Report: Climate Change 2014. https://www.ipcc.ch/report/ar5/syr/.
  • IPCC, Intergovernmental Panel on Climate Change (2023). AR6 Synthesis Report: Climate Change 2023. https://www.ipcc.ch/report/sixth-assessment-report-cycle/.
  • Iorio, D. Di, Yüce, H. (1999). Observations of the Mediterranean flow into the Black Sea. Journal of Geophysical Research 104 (C2), 3091-3108. https://doi.org/10.1029/1998JC900023.
  • Kahana, R., Abdon, R., Daron, J., Scannell, C., Palmer, M. (2016). Projections of mean sea level change for the Philippines. Met Office, UK.
  • Kendall, M.G. (1975). Rank Correlation Methods. 4th Edition, Charles Grifin, London.
  • Mann, H. B. (1945). Nonparametric Tests Against Trend Econometrica, 13(3), 245-259. Doi:10.2307/1907187.
  • McGranahan, G., Balk, D., Anderson, B. (2007). The rising tide: Assessing the risks of climate change and human settlements in low elevation coastal zones. Environment and Urbanization. 19(1), 17–37. https://doi.org/10.1177/0956247807076960.
  • Mutlu, S., Kuzkaya, E., Atabay, H., Topal, A. (2023). Coastal upwellings in the Sea of Marmara, International Journal of Environment and Geoinformatics (IJEGEO), 10(4): 048-057. https://doi.org/10.30897/ijegeo.1338236.
  • Nguyen, H. M., Ouillon, S., Vu, V. D. (2022). Sea Level Variation and Trend Analysis by Comparing Mann-Kendall Test and Innovative Trend Analysis in Front of the Red River Delta, Vietnam (1961–2020). Water, 14(11), 1709. https://doi.org/10.3390/w14111709.
  • Oǧuz, T., Özsoy, E., Latif, M. A., Sur, H. I., Ünlüata, Ü. (1990). Modeling of Hydraulically Controlled Exchange Flow in the Bosphorus Strait. Journal of Physical Oceanography. 20(7), 945-965.
  • Özsoy, E., Besiktepe, Latif, M. (2000). Oceanography of Turkish Straits System (in Turkish: Türk Bogazlar Sisteminin Oşinografisi). Sea of Marmara 2000 Symposium, 11–12.
  • Ozturk, M., Altas, F. (2021). The meteorological, hydrological, and tidal components of Bosphorus flow. Regional Studies in Marine Science, 48, 102060. https://doi.org/10.1016/j.rsma.2021.102060.
  • Pugh, D. (1988). Tides, Surges and Mean Sea Level‐A handbook for engineers and scientists, EOS, AGU. https://doi.org/10.1029/88EO01109.
  • Salarijazi, M., Akhond-Ali, A.M., Adib, A., Daneshkhah, A., (2012). Trend and change-point detection for the annual stream-flow series of the Karun River at the Ahvaz hydrometric station. African Journal of Agricultural Research, 7(32), 4540-4552. https://doi.org/10.5897/ajar12.650.
  • Sen, P. K. (1968). Estimates of the Regression Coefficient Based on Kendall’s Tau. Journal of the American Statistical Association, 63(324), 1379–1389. https://doi.org/10.1080/01621459.1968.10480934.
  • Sharma, S., Swayne, D. A., Obimbo, C. (2016). Trend analysis and change point techniques: a survey. Energy, Ecology and Environment, 1, 123–130. https://doi.org/10.1007/S40974-016-0011-1.
  • Simav, Ö. (2012). Investigation of the Possible Effects of Sea Level Rises on Coastal Areas (in Turkish: Deniz Seviyesi Yükselmelerinin Kiyi Alanlarina Olasi Etkilerinin Araştirilmasi; PhD thesis), Istanbul Technical University, Istanbul, Türkiye.
  • Simav, Ö., Şeker, D.Z., Tanık, A. Gazioğlu, C. (2015). Determining the endangered fields of Turkish coasts with coastal vulnerability index. Journal of Map, 153: 1- 8
  • Taşlıgil, N. (2004). The importance of the Bosphorus in terms of transport geography (in Turkish: İstanbul Boğazı’nın ulaşım coğrafyası açısından önemi). Marmara Coğrafya Dergisi, 10, 1–18.
  • Tolmazin, D. (1985). Changing coastal oceanography of the Black Sea II: Mediterranean effluent. Progress in Oceanography 15(4). https://doi.org/10.1016/0079-6611(85)90039-4.
  • Tsimplis, M. N., Josey, S. A., Rixen, M., Stanev, E. V, Josey, A. (2004). On the forcing of sea level in the Black Sea. Journal of Geophysical Research, 109, 8015. https://doi.org/10.1029/2003JC002185.
  • UNDP: United Nations Development (2008). Capacity Development: Empowering People and Institutions Annual Report 2008. http://www.undp.org/sites/g/files/zskgke326/files/publications/UNDP-in-action-2008-en.pdf.
  • UNESCO, (1997). Global Sea Level Observing System (GLOSS) Implementation Plan - 1997. https://unesdoc.unesco.org/ark:/48223/pf0000112650
  • URL-1: https://www.ipcc.ch/ Retrieved November 21, 2023.
  • URL-2: https://CRAN.R-project.org/package=trend Retrieved November 21, 2023.
  • URL-3: https://CRAN.R-project.org/package=Kendall Retrieved November 21, 2023.
  • URL-4: https://github.com/rkillick/changepoint/ Retrieved November 21, 2023.
  • Van De Lageweg, W. I., Slangen, A. B. A. (2017). Predicting dynamic coastal delta change in response to sea-level rise. Journal of Marine Science and Engineering, 5(2), 24. https://doi.org/10.3390/jmse5020024.
  • Vineis, P., Chan, Q., Khan, A. (2011). Climate change impacts on water salinity and health. Journal of Epidemiology and Global Health, 1(1), 5–10. https://doi.org/10.1016/j.jegh.2011.09.001.
  • Yüksel, Y., Öztürk, M., Şahin, C., Halat, O., Doğan, U., Tuğçe, Z.T, Karova, C. (2018). Water Level Variations in Turkish Seas (in Turkish: Türkiye denizlerinde su seviyesi değişimi). 9th Turkish Coastal Engineering Symposium, Adana Türkiye.
Yıl 2023, Cilt: 10 Sayı: 4, 56 - 63, 26.12.2023
https://doi.org/10.30897/ijegeo.1395466

Öz

Proje Numarası

None

Kaynakça

  • Alpar, B., Dogan, E., Yuce, H., Altiok, H. (2000). Sea level changes along the Turkish coasts of the Black Sea, the Aegean Sea and the Eastern Mediterranean. Mediterranean Marine Science, 1(1), 141–156. https://doi.org/10.12681/mms.285
  • Alpar B, Yüce Y (1998) Sea–level variations and their interactions between the Black Sea and the Aegean Sea. Estuar Coast Shelf, 46:609–619
  • Ahern, M., Kovats, R. S., Wilkinson, P., Few, R., Matthies, F. (2005). Global health impacts of floods: Epidemiologic evidence. Epidemiologic Reviews, 27, 36-46. https://doi.org/10.1093/epirev/mxi004.
  • Artüz, L. (2007). Sea of Marmara from a Scientific Perspective (in Turkish: Bilimsel Açıdan Marmara Denizi). Türkiye Barolar Birliği Yayınları.
  • Becker, A., Hippe, A., Mclean, E. (2017). Cost and Materials Required to Retrofit US Seaports in Response to Sea Level Rise: A Thought Exercise for Climate Response. Journal of Marine Science and Engineering, 5(3), 44. https://doi.org/10.3390/jmse5030044.
  • Beşiktepe, Ş., T., T., Sur, H. I. do., Özsoy, E., Latif, M. A., Oǧuz, T., Ünlüata, Ü. (1994). The circulation and hydrography of the Sea of Marmara. Progress in Oceanography 34 (4), 285-334. https://doi.org/10.1016/0079-6611(94)90018-3.
  • Brown, S., Jenkins, K., Goodwin, P., Lincke, D., Vafeidis, A. T., Tol, R. S. J., Jenkins, R., Warren, R., Nicholls, R. J., Jevrejeva, S., Arcilla, A. S., Haigh, I. D. (2021). Global costs of protecting against sea-level rise at 1.5 to 4.0 C. Climatic Change, 167(4), 1-21. https://doi.org/10.1007/s10584-021-03130-z.
  • Chen, J., Gupta, A. K. (2000) Parametric statistical change point analysis, Springer.
  • Gazioǧlu, C.; Burak, S.; Alpar, B.; Türker D, A.; Barut C, I.F. (2010). Foreseeable Impacts of Sea Level Rise on the Southern Coast of the Marmara Sea (Turkey). Water Policy 12, 932–943.
  • Hirsch, R. M., Slack, J. R., Smith, R. A. (1982). Techniques of Trend Analysis for Monthly Water Quality Data. Water Resources Research 18(1), 107-121. https://doi.org/10.1029/WR018i001p00107.
  • IPCC: Intergovernmental Panel on Climate Change, (2007). AR4 Climate Change 2007: Synthesis Report. https://www.ipcc.ch/report/ar4/syr/.
  • IPCC, Intergovernmental Panel on Climate Change (2014). AR5 Synthesis Report: Climate Change 2014. https://www.ipcc.ch/report/ar5/syr/.
  • IPCC, Intergovernmental Panel on Climate Change (2023). AR6 Synthesis Report: Climate Change 2023. https://www.ipcc.ch/report/sixth-assessment-report-cycle/.
  • Iorio, D. Di, Yüce, H. (1999). Observations of the Mediterranean flow into the Black Sea. Journal of Geophysical Research 104 (C2), 3091-3108. https://doi.org/10.1029/1998JC900023.
  • Kahana, R., Abdon, R., Daron, J., Scannell, C., Palmer, M. (2016). Projections of mean sea level change for the Philippines. Met Office, UK.
  • Kendall, M.G. (1975). Rank Correlation Methods. 4th Edition, Charles Grifin, London.
  • Mann, H. B. (1945). Nonparametric Tests Against Trend Econometrica, 13(3), 245-259. Doi:10.2307/1907187.
  • McGranahan, G., Balk, D., Anderson, B. (2007). The rising tide: Assessing the risks of climate change and human settlements in low elevation coastal zones. Environment and Urbanization. 19(1), 17–37. https://doi.org/10.1177/0956247807076960.
  • Mutlu, S., Kuzkaya, E., Atabay, H., Topal, A. (2023). Coastal upwellings in the Sea of Marmara, International Journal of Environment and Geoinformatics (IJEGEO), 10(4): 048-057. https://doi.org/10.30897/ijegeo.1338236.
  • Nguyen, H. M., Ouillon, S., Vu, V. D. (2022). Sea Level Variation and Trend Analysis by Comparing Mann-Kendall Test and Innovative Trend Analysis in Front of the Red River Delta, Vietnam (1961–2020). Water, 14(11), 1709. https://doi.org/10.3390/w14111709.
  • Oǧuz, T., Özsoy, E., Latif, M. A., Sur, H. I., Ünlüata, Ü. (1990). Modeling of Hydraulically Controlled Exchange Flow in the Bosphorus Strait. Journal of Physical Oceanography. 20(7), 945-965.
  • Özsoy, E., Besiktepe, Latif, M. (2000). Oceanography of Turkish Straits System (in Turkish: Türk Bogazlar Sisteminin Oşinografisi). Sea of Marmara 2000 Symposium, 11–12.
  • Ozturk, M., Altas, F. (2021). The meteorological, hydrological, and tidal components of Bosphorus flow. Regional Studies in Marine Science, 48, 102060. https://doi.org/10.1016/j.rsma.2021.102060.
  • Pugh, D. (1988). Tides, Surges and Mean Sea Level‐A handbook for engineers and scientists, EOS, AGU. https://doi.org/10.1029/88EO01109.
  • Salarijazi, M., Akhond-Ali, A.M., Adib, A., Daneshkhah, A., (2012). Trend and change-point detection for the annual stream-flow series of the Karun River at the Ahvaz hydrometric station. African Journal of Agricultural Research, 7(32), 4540-4552. https://doi.org/10.5897/ajar12.650.
  • Sen, P. K. (1968). Estimates of the Regression Coefficient Based on Kendall’s Tau. Journal of the American Statistical Association, 63(324), 1379–1389. https://doi.org/10.1080/01621459.1968.10480934.
  • Sharma, S., Swayne, D. A., Obimbo, C. (2016). Trend analysis and change point techniques: a survey. Energy, Ecology and Environment, 1, 123–130. https://doi.org/10.1007/S40974-016-0011-1.
  • Simav, Ö. (2012). Investigation of the Possible Effects of Sea Level Rises on Coastal Areas (in Turkish: Deniz Seviyesi Yükselmelerinin Kiyi Alanlarina Olasi Etkilerinin Araştirilmasi; PhD thesis), Istanbul Technical University, Istanbul, Türkiye.
  • Simav, Ö., Şeker, D.Z., Tanık, A. Gazioğlu, C. (2015). Determining the endangered fields of Turkish coasts with coastal vulnerability index. Journal of Map, 153: 1- 8
  • Taşlıgil, N. (2004). The importance of the Bosphorus in terms of transport geography (in Turkish: İstanbul Boğazı’nın ulaşım coğrafyası açısından önemi). Marmara Coğrafya Dergisi, 10, 1–18.
  • Tolmazin, D. (1985). Changing coastal oceanography of the Black Sea II: Mediterranean effluent. Progress in Oceanography 15(4). https://doi.org/10.1016/0079-6611(85)90039-4.
  • Tsimplis, M. N., Josey, S. A., Rixen, M., Stanev, E. V, Josey, A. (2004). On the forcing of sea level in the Black Sea. Journal of Geophysical Research, 109, 8015. https://doi.org/10.1029/2003JC002185.
  • UNDP: United Nations Development (2008). Capacity Development: Empowering People and Institutions Annual Report 2008. http://www.undp.org/sites/g/files/zskgke326/files/publications/UNDP-in-action-2008-en.pdf.
  • UNESCO, (1997). Global Sea Level Observing System (GLOSS) Implementation Plan - 1997. https://unesdoc.unesco.org/ark:/48223/pf0000112650
  • URL-1: https://www.ipcc.ch/ Retrieved November 21, 2023.
  • URL-2: https://CRAN.R-project.org/package=trend Retrieved November 21, 2023.
  • URL-3: https://CRAN.R-project.org/package=Kendall Retrieved November 21, 2023.
  • URL-4: https://github.com/rkillick/changepoint/ Retrieved November 21, 2023.
  • Van De Lageweg, W. I., Slangen, A. B. A. (2017). Predicting dynamic coastal delta change in response to sea-level rise. Journal of Marine Science and Engineering, 5(2), 24. https://doi.org/10.3390/jmse5020024.
  • Vineis, P., Chan, Q., Khan, A. (2011). Climate change impacts on water salinity and health. Journal of Epidemiology and Global Health, 1(1), 5–10. https://doi.org/10.1016/j.jegh.2011.09.001.
  • Yüksel, Y., Öztürk, M., Şahin, C., Halat, O., Doğan, U., Tuğçe, Z.T, Karova, C. (2018). Water Level Variations in Turkish Seas (in Turkish: Türkiye denizlerinde su seviyesi değişimi). 9th Turkish Coastal Engineering Symposium, Adana Türkiye.
Toplam 41 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Su Kaynakları ve Su Yapıları
Bölüm Research Articles
Yazarlar

Saffet Altindag 0000-0002-5819-6339

Dilek Eren Akyüz 0000-0003-4509-6897

Proje Numarası None
Erken Görünüm Tarihi 27 Kasım 2023
Yayımlanma Tarihi 26 Aralık 2023
Gönderilme Tarihi 24 Kasım 2023
Kabul Tarihi 27 Kasım 2023
Yayımlandığı Sayı Yıl 2023 Cilt: 10 Sayı: 4

Kaynak Göster

APA Altindag, S., & Akyüz, D. E. (2023). Does Sea Level Change in The Strait of Istanbul, Türkiye?. International Journal of Environment and Geoinformatics, 10(4), 56-63. https://doi.org/10.30897/ijegeo.1395466