Research Article
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Year 2022, Volume: 9 Issue: 3, 154 - 164, 08.09.2022
https://doi.org/10.30897/ijegeo.1039383

Abstract

References

  • Açar, Y., Yağan, S., Ekici, M., Ersoy, S., Akçakaya, A., Eskioğlu, O. (2013). The effect of air masses on thickness of total ozone in Ankara arrived on Turkey, III. Turkey Climate Change Conference, İstanbul, TURKEY, 3 - 5 June, 2013.
  • Ahmad, I., Tang, D., Wang, T.F., Wang, M., Wagan, W. (2015). Precipitation Trends over Time Using Mann-Kendall and Spearman’s rho Tests in Swat River Basin. Advances in Meteorology, Vol. 2015, Article ID 431860, 1-15.
  • Akçar, N., Schlüchter, C. (2005). Paleoglaciation in Anatolia: aschematic review and first results. Eiszeitalter und Gegenwart E&G Quaternary science journal, 55(1), 102–121.
  • Andersson, C., Alpfjord, H., Robertson, L., Karlsson, P. E., and Engardt, M. (2017). Reanalysis of and attribution to near-surface ozone concentrations in Sweden during 1990-2013. Atmos. Chem. Phys., 17(22), 13869-13890.
  • Bosilovich, M., Akella, S., Coy, L., Cullather, R., Draper, C., Gelaro, R., Kovach, R., Liu, Q., Molod, A., Norris, P., Wargan, K., Chao, W., Reichle, R., Takacs, L., Vikhliaev, Y., Bloom, S., Collow, A., Firth, S., Labow, G., Partyka, G., Pawson, S., Reale, O., Schubert, S.D., Suarez, M. (2015). MERRA-2: Initial Evaluation of the Climate, NASA Tech Rep Series on Global Modeling and Data Assimilation, 43 NASA/TM– 2015- 104606.
  • Bosilovich, M., Cullather, R., National Center for Atmospheric Research Staff (Eds) (2019). The Climate Data Guide: NASA's MERRA2 reanalysis. Retrieved 15 July 2020 from https://climatedataguide.ucar.edu/climate-data/nasas-merra2-reanalysis.
  • Briney, A. (2019). History and Geography of Turkey. Retrieved 18 August 2020 from https://www.thoughtco.com/geography-of-turkey-1435669.
  • Cohn, S. E. (1997). An introduction to estimation theory. J. Meteor. Soc. Japan, 75(1B), 257–288.
  • Crutzen, P.J. (1971). Ozone production rates in an oxygen-hydrogen-nitrogen oxide atmosphere. Geophysical Research Letters, 76(30), 7311-7327.
  • Davis, S.M., Hegglin, M.I., Fujiwara, M., Dragani, R., Harada, Y., Kobayashi, C., Long, C., Manney, G. L., Nash, E. R., Potter, G. L., Tegtmeier, S., Wang, T., Wargan, K., and Wright, J. S. (2017). Assessment of upper tropospheric and stratospheric water vapor and ozone in reanalyses as part of S-RIP, Atmos. Chem. Phys., 17(20), 12743–12778.
  • Demirhan Bari, D. and Topcu, H.S. (2011). Interrelationship between the variability of Northern Hemispheric total ozone, temperature and eddy heat flux. ITU Journal Serie D: Engineering, 10(3), 116-124.
  • Dobson, G.M.B., Brewer, A.W. and Cwilong, B.M., (1946). Meteorology of the lower stratosphere, Proceeding of Royal Society, 185(Ser A), 144-175.
  • Douglass, A., Fioletov, V., et al. (2010). Scientific Assessment of Ozone Depletion: 2010 ―Stratospheric Ozone and Surface. World Meteorological Organization Global Ozone Research and Monitoring Project-Report No. 52 Ultraviolet Radiation Chapter (pp. 2.1-2.2), Geneva, Switzerland.
  • Dragani, M. (2011). On the quality of the ERA-Interim ozone reanalyses: comparisons with satellite data. Q. J. Roy. Meteor. Soc., 137(658), 1312-1326.
  • Kalnay, E. (2003). Atmospheric Modeling, Data Assimilation and Predictability. Cambridge University Press, Cambridge, UK. Kendall, M.G. (1975). Rank Correlation Methods. Griffin, London, UK.
  • Kisi, O., Ay, M. (2014). Comparison of Mann–Kendall and innovative trend method for water quality parameters of the Kizilirmak River. Journal of Hydrology, 513, 362–375.
  • Koçman, A. (1993). Turkey’s climate. Ege University Faculty of Letters Press, Izmir.
  • Lemoine, R. (2004). Secondary maxima in ozone profiles. Atmos. Chem. Phys., 4(4), 1085–1096.
  • Madhu, V., Gangadharan, K. (2016). Temporal Distribution of Total Column Ozone over Cochin—A Study Based on in Situ Measurements and ECMWF Reanalysis. Open Journal of Marine Science, 6(2), 200-209.
  • Mann, H. B. (1945). Nonparametric tests against trend. Econometrica, 13(3), 245–259.
  • Mateer, C.L., Dutsch, H.U. (1964). Proposed standard evaluation technique. Uniform evaluation of Umkehr observations from the World Ozone Network: Part I., National Center for Atmospheric Research, Boulder, CO.
  • Sen, P.K. (1968). Estimates of the regression coefficient based on Kendall’s tau. Journal of the American Statistical Association, 63(324), 1379-1389.
  • Sensoy, S. (2004). The Mountains Influence On Turkey Climate, BALWOIS Conference, Ohrid, MACEDONIA, 25-29 May 2004.
  • Shangguan, M., Wang, W., Jin, S. (2019). Variability of temperature and ozone in the upper troposphere and lower stratosphere from multi-satellite observations and reanalysis data. Atmos. Chem. Phys., 19(10), 6659–6679.
  • Srıdhar, S.I., and Ravıraj, A. (2017). Statistical Trend Analysis of Rainfall in Amaravathi River Basin Using Mann-Kendall Test. Curr. World Environ., 12(1), 89-96.
  • UNEP (2011). National Report On The Existing Planned Ozone Research And Monitorıng Activities. Retrieved 28 August 2020 from https://ozone.unep.org/Meeting_Documents/research-mgrs/8orm/8ORM_report_part2_S-Z.pdf.
  • Wargan, K., Pawson, S., Olsen, M. A., Witte, J. C., Douglass, A. R., Ziemke, J. R., Strahan, S. E., and Nielsen, J. E. (2015). The global structure of upper troposphere-lower stratosphere ozone in GEOS-5: A multiyear assimilation of EOS Aura data. J. Geophys. Res.-Atmos., 120(5), 2013–2036.
  • WMO (2010). Scientific Assessment of Ozone Depletion: 2010. Global Ozone Research and Monitoring Project, Report No. 52, Geneva, SWITZERLAND.
  • Wargan, K., Labow, G., Frith, S., Pawson, S., Livesey, N., and Partyka, G. (2017). Evaluation of the Ozone Fields in NASA's MERRA-2 Reanalysis. J. Climate, 30(8), 2961-2988.

Spatial and Temporal Variation of Total Column Ozone over Turkey with MERRA-2

Year 2022, Volume: 9 Issue: 3, 154 - 164, 08.09.2022
https://doi.org/10.30897/ijegeo.1039383

Abstract

The main aim of this study is to analyse spatial and temporal variation of total column ozone as well as the trend over Turkey with MERRA-2 Reanalysis for the period 1980-2019. First of all, MERRA-2 total column ozone is compared with Brewer Spectrophotometer located in Ankara in this study. As a result, it is found that MERRA-2 total column ozone agrees quite well (R2=0.9781) with that from the Brewer Spectrophotometer. The trend analysis over Turkey indicates statistically significant decreasing trend in the 1980-1999 period, non-significant decreasing trend in the 2000-2009 period and non-significant increasing trend in the 2010-2019 period. The highest annual average total column ozone are found in Istanbul, Canakkale and Samsun cities with the values of 326.3±6.9 DU, 324.0±6.7 DU and 322.2±6.6 DU, respectively. Total column ozone are the highest in spring, followed by winter, and the lowest in summer and autumn seasons over Turkey.

References

  • Açar, Y., Yağan, S., Ekici, M., Ersoy, S., Akçakaya, A., Eskioğlu, O. (2013). The effect of air masses on thickness of total ozone in Ankara arrived on Turkey, III. Turkey Climate Change Conference, İstanbul, TURKEY, 3 - 5 June, 2013.
  • Ahmad, I., Tang, D., Wang, T.F., Wang, M., Wagan, W. (2015). Precipitation Trends over Time Using Mann-Kendall and Spearman’s rho Tests in Swat River Basin. Advances in Meteorology, Vol. 2015, Article ID 431860, 1-15.
  • Akçar, N., Schlüchter, C. (2005). Paleoglaciation in Anatolia: aschematic review and first results. Eiszeitalter und Gegenwart E&G Quaternary science journal, 55(1), 102–121.
  • Andersson, C., Alpfjord, H., Robertson, L., Karlsson, P. E., and Engardt, M. (2017). Reanalysis of and attribution to near-surface ozone concentrations in Sweden during 1990-2013. Atmos. Chem. Phys., 17(22), 13869-13890.
  • Bosilovich, M., Akella, S., Coy, L., Cullather, R., Draper, C., Gelaro, R., Kovach, R., Liu, Q., Molod, A., Norris, P., Wargan, K., Chao, W., Reichle, R., Takacs, L., Vikhliaev, Y., Bloom, S., Collow, A., Firth, S., Labow, G., Partyka, G., Pawson, S., Reale, O., Schubert, S.D., Suarez, M. (2015). MERRA-2: Initial Evaluation of the Climate, NASA Tech Rep Series on Global Modeling and Data Assimilation, 43 NASA/TM– 2015- 104606.
  • Bosilovich, M., Cullather, R., National Center for Atmospheric Research Staff (Eds) (2019). The Climate Data Guide: NASA's MERRA2 reanalysis. Retrieved 15 July 2020 from https://climatedataguide.ucar.edu/climate-data/nasas-merra2-reanalysis.
  • Briney, A. (2019). History and Geography of Turkey. Retrieved 18 August 2020 from https://www.thoughtco.com/geography-of-turkey-1435669.
  • Cohn, S. E. (1997). An introduction to estimation theory. J. Meteor. Soc. Japan, 75(1B), 257–288.
  • Crutzen, P.J. (1971). Ozone production rates in an oxygen-hydrogen-nitrogen oxide atmosphere. Geophysical Research Letters, 76(30), 7311-7327.
  • Davis, S.M., Hegglin, M.I., Fujiwara, M., Dragani, R., Harada, Y., Kobayashi, C., Long, C., Manney, G. L., Nash, E. R., Potter, G. L., Tegtmeier, S., Wang, T., Wargan, K., and Wright, J. S. (2017). Assessment of upper tropospheric and stratospheric water vapor and ozone in reanalyses as part of S-RIP, Atmos. Chem. Phys., 17(20), 12743–12778.
  • Demirhan Bari, D. and Topcu, H.S. (2011). Interrelationship between the variability of Northern Hemispheric total ozone, temperature and eddy heat flux. ITU Journal Serie D: Engineering, 10(3), 116-124.
  • Dobson, G.M.B., Brewer, A.W. and Cwilong, B.M., (1946). Meteorology of the lower stratosphere, Proceeding of Royal Society, 185(Ser A), 144-175.
  • Douglass, A., Fioletov, V., et al. (2010). Scientific Assessment of Ozone Depletion: 2010 ―Stratospheric Ozone and Surface. World Meteorological Organization Global Ozone Research and Monitoring Project-Report No. 52 Ultraviolet Radiation Chapter (pp. 2.1-2.2), Geneva, Switzerland.
  • Dragani, M. (2011). On the quality of the ERA-Interim ozone reanalyses: comparisons with satellite data. Q. J. Roy. Meteor. Soc., 137(658), 1312-1326.
  • Kalnay, E. (2003). Atmospheric Modeling, Data Assimilation and Predictability. Cambridge University Press, Cambridge, UK. Kendall, M.G. (1975). Rank Correlation Methods. Griffin, London, UK.
  • Kisi, O., Ay, M. (2014). Comparison of Mann–Kendall and innovative trend method for water quality parameters of the Kizilirmak River. Journal of Hydrology, 513, 362–375.
  • Koçman, A. (1993). Turkey’s climate. Ege University Faculty of Letters Press, Izmir.
  • Lemoine, R. (2004). Secondary maxima in ozone profiles. Atmos. Chem. Phys., 4(4), 1085–1096.
  • Madhu, V., Gangadharan, K. (2016). Temporal Distribution of Total Column Ozone over Cochin—A Study Based on in Situ Measurements and ECMWF Reanalysis. Open Journal of Marine Science, 6(2), 200-209.
  • Mann, H. B. (1945). Nonparametric tests against trend. Econometrica, 13(3), 245–259.
  • Mateer, C.L., Dutsch, H.U. (1964). Proposed standard evaluation technique. Uniform evaluation of Umkehr observations from the World Ozone Network: Part I., National Center for Atmospheric Research, Boulder, CO.
  • Sen, P.K. (1968). Estimates of the regression coefficient based on Kendall’s tau. Journal of the American Statistical Association, 63(324), 1379-1389.
  • Sensoy, S. (2004). The Mountains Influence On Turkey Climate, BALWOIS Conference, Ohrid, MACEDONIA, 25-29 May 2004.
  • Shangguan, M., Wang, W., Jin, S. (2019). Variability of temperature and ozone in the upper troposphere and lower stratosphere from multi-satellite observations and reanalysis data. Atmos. Chem. Phys., 19(10), 6659–6679.
  • Srıdhar, S.I., and Ravıraj, A. (2017). Statistical Trend Analysis of Rainfall in Amaravathi River Basin Using Mann-Kendall Test. Curr. World Environ., 12(1), 89-96.
  • UNEP (2011). National Report On The Existing Planned Ozone Research And Monitorıng Activities. Retrieved 28 August 2020 from https://ozone.unep.org/Meeting_Documents/research-mgrs/8orm/8ORM_report_part2_S-Z.pdf.
  • Wargan, K., Pawson, S., Olsen, M. A., Witte, J. C., Douglass, A. R., Ziemke, J. R., Strahan, S. E., and Nielsen, J. E. (2015). The global structure of upper troposphere-lower stratosphere ozone in GEOS-5: A multiyear assimilation of EOS Aura data. J. Geophys. Res.-Atmos., 120(5), 2013–2036.
  • WMO (2010). Scientific Assessment of Ozone Depletion: 2010. Global Ozone Research and Monitoring Project, Report No. 52, Geneva, SWITZERLAND.
  • Wargan, K., Labow, G., Frith, S., Pawson, S., Livesey, N., and Partyka, G. (2017). Evaluation of the Ozone Fields in NASA's MERRA-2 Reanalysis. J. Climate, 30(8), 2961-2988.
There are 29 citations in total.

Details

Primary Language English
Subjects Environmental Sciences, Human Geography, Photogrammetry and Remote Sensing
Journal Section Research Articles
Authors

Kahraman Oğuz 0000-0001-5305-6145

Mithat Ekici 0000-0001-9300-717X

Yılmaz Açar This is me

Publication Date September 8, 2022
Published in Issue Year 2022 Volume: 9 Issue: 3

Cite

APA Oğuz, K., Ekici, M., & Açar, Y. (2022). Spatial and Temporal Variation of Total Column Ozone over Turkey with MERRA-2. International Journal of Environment and Geoinformatics, 9(3), 154-164. https://doi.org/10.30897/ijegeo.1039383