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Determination and Mapping of Regional Change of Pb and Cr Pollution in Ankara City Center

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Abstract

As in the whole world, environmental problems have increased with the increase in residential areas in Turkey, and this situation has brought many problems, especially environmental pollution. Among the components of environmental pollution, heavy metals are the most dangerous and important in terms of human and environmental health. Especially Pb and Cr are among the most toxic and deadly heavy metals, and the concentrations of these heavy metals in the environment are constantly increasing. Soil is one of the elements most affected by the increase in pollution. Soils are both a nutrition and living environment for plants and one of the most important components of the environment. In addition, topsoil is one of the most important indicators of the level of air pollution. This study aimed to determine and map the Pb and Cr pollution in the city center of Ankara, the capital and the second-largest city of Turkey, with the help of topsoils. Within the scope of the study, Ankara city center was divided into sub-regions with different characteristics, and Pb and Cr analyzes were performed by taking topsoil samples from 50 points representing these regions. Then, the changes in Pb and Cr concentrations on a regional basis were statistically evaluated, the data were transferred to Geographic Information Systems (GIS) using ArcGIS 10.7 software, then modeled with the kriging method, one of the interpolation methods, and pollution maps were created. As a result of the study, it has been determined that the Cr concentration is generally higher in the northwest-southeast axis of the study area, decreases as one goes to the northeast and southwest, and the region with the highest Pb concentration is located in the center of the study area, that is, in the west of the town of Sincan.

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Data Availability

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

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References

  • Adiguzel, F., Cetin, M., Kaya, E., Simsek, M., Gungor, S., & Bozdogan Sert, E. (2020). Defining suitable areas for bioclimatic comfort for landscape planning and landscape management in Hatay Turkey. Theoretical and Applied Climatology, 139(3), 1493–1503.

    Article  Google Scholar 

  • Adiguzel, F., Bozdogan Sert, E., Dinc, Y., Cetin, M., Gungor, S., Yuka, P., ... & Vural, E. (2022). Determining the relationships between climatic elements and thermal comfort and tourism activities using the tourism climate index for urban planning: A case study of Izmir Province. Theoretical and Applied Climatology147(3), 1105-1120.

  • Ahmed, F., Fakhruddin, A. N. M., Imam, M. T., Khan, N., Khan, T. A., Rahman, M. M., & Abdullah, A. T. M. (2016). Spatial distribution and source identification of heavy metal pollution in roadside surface soil: A study of Dhaka Aricha highway Bangladesh. Ecological Processes, 5(1), 2.

    Article  Google Scholar 

  • Alaqouri, H. A. A., Ozer Genc, C., Aricak, B., Kuzmina, N., Menshikov, S., & Cetin, M. (2020). The Possibility of Using Scots Pine (Pinus sylvestris L.) Needles as biomonitor in the determination of heavy metal accumulation. Applied Ecology and Environmental Research, 18(2), 3713–3727.

    Article  Google Scholar 

  • Alaqouri, H. A. A., Genc, C. O., Aricak, B., Kuzmina, N., Menshikov, S., & Cetin, M. (2020a). The possibility of using Scots pine needles as biomonitor in determination of heavy metal accumulation. Environmental Science and Pollution Research International.

  • Aricak, B., Cetin, M., Erdem, R., Sevik, H., & Cometen, H. (2019). The change of some heavy metal concentrations in Scotch pine (Pinus sylvestris) depending on traffic density, organelle and washing. Applied Ecology and Environmental Research, 17(3), 6723–6734.

    Article  Google Scholar 

  • Aricak, B., Cetin, M., Erdem, R., Sevik, H., & Cometen, H. (2020). The usability of Scotch pine (Pinus sylvestris) as a biomonitor for traffic-originated heavy metal concentrations in Turkey. Polish Journal of Environmental Studies, 29(2), 1051–1057.

    Article  CAS  Google Scholar 

  • Ateya, T.A.A. (2020). The Availability of Picea pungens Engelm. installation in monitoring the change of heavy metal pollution in urban planning studies, Kastamonu University Graduate School of Natural and Applied Sciences Department of Engineering Management, MsC Thesis, 79 pages

  • Bozdogan Sert, E., Turkmen, M., & Cetin, M. (2019). Heavy metal accumulation in rosemary leaves and stems exposed to traffic-related pollution near Adana-İskenderun Highway (Hatay, Turkey). Environmental Monitoring and Assessment, 191(9), 1–12.

    Article  Google Scholar 

  • Bozdogan Sert, E., Kaya, E., Adiguzel, F., Cetin, M., Gungor, S., Zeren Cetin, I., & Dinc, Y. (2021). Effect of the surface temperature of surface materials on thermal comfort: A case study of Iskenderun (Hatay, Turkey). Theoretical and Applied Climatology, 144(1), 103–113.

    Article  Google Scholar 

  • Canturk, U., & Kulaç, Ş. (2021). The effects of climate change scenarios on Tilia ssp Turkey. Environmental Monitoring and Assessment, 193(12), 1–15.

    Article  Google Scholar 

  • Cesur, A., Zeren Cetin, I., Abo Aisha, A.E.S., Alrabiti, O.B.M., Aljama, A.M.O., Jawed, A.A., Cetin, M., Sevik, H., Ozel, H.B. (2021) The usability of Cupressus arizonica annual rings in monitoring the changes in heavy metal concentration in air. Environmental Science and Pollution Research (Environ Sci Pout Res) 2021. https://doi.org/10.1007/s11356-021-13166-4

  • Cetin, M. (2020). The changing of important factors in the landscape planning occur due to global climate change in temperature, rain and climate types: A case study of Mersin City. Turkish Journal of Agriculture-Food Science and Technology, 8(12), 2695–2701.

    Article  Google Scholar 

  • Cetin, M., & Jawed, A. A. (2021). The chancing of Mg concentrations in some plants grown in Pakistan depends on plant spcies and the growing environment. Kastamonu University Journal of Engineering and Sciences, 7(2), 167–174.

    Google Scholar 

  • Cetin, M., Zeren, I., Sevik, H., Cakir, C., & Akpinar, H. (2018). A study on the determination of the natural park’s sustainable tourism potential. Environmental Monitoring and Assessment, 190(3), 1–8.

    Article  Google Scholar 

  • Cetin, M., Onac, A. K., Sevik, H., & Sen, B. (2019a). Temporal and regional change of some air pollution parameters in Bursa. Air Quality, Atmosphere & Health, 12(3), 311–316.

    Article  CAS  Google Scholar 

  • Cetin, M., Sevik, H., Aricak, B., Ozturk, A., Genc, C. O., Aisha, A. E. S. A., Jawed, A. A., Aljama, A. M. O., & Alrabiti, O. B. M. (2019b). The investigation of the changing in conccentration of some heavy metals in seeds, leaves, and branches because of traffic density: A case study of Acer Platanoides. Kastamonu Üniversitesi Mühendislik Ve Fen Bilimleri Dergisi, 5(2), 83–92.

    Google Scholar 

  • Cetin, M., & Jawed, A. A. (2022). Variation of Ba concentrations in some plants grown in Pakistan depending on traffic density. Biomass Conversion and Biorefinery, 1–7.

  • Cetin, M., Sevik, H., Cobanoglu, O. (2020). Ca, Cu, and Li in washed and unwashed specimens of needles, bark, and branches of the blue spruce (Picea pungens) in the city of Ankara. Environmental Science and Pollution Research, 1–10.

  • Elsunousi, A. A. M., Sevik, H., Cetin, M., & Ozel, H. B. (2021). Ucun Ozel H (2021) Periodical and regional change of particulate matter and CO2 concentration in Misurata. Environmental Monitoring and Assessment, 193, 707. https://doi.org/10.1007/s10661-021-09478-0

    Article  CAS  Google Scholar 

  • Jafari, A. J., Kermani, M., Kalantary, R. R., & Arfaeinia, H. (2018). The effect of traffic on levels, distribution and chemical partitioning of harmful metals in the street dust and surface soil from urban areas of Tehran Iran. Environmental Earth Sciences, 77(2), 38.

    Article  Google Scholar 

  • Jia, X., Hu, B., Marchant, B. P., Zhou, L., Shi, Z., & Zhu, Y. (2019). A methodological framework for identifying potential sources of soil heavy metal pollution based on machine learning: A case study in the Yangtze Delta, China. Environmental Pollution, 250, 601–609.

    Article  CAS  Google Scholar 

  • Jiang, H. H., Cai, L. M., Wen, H. H., Hu, G. C., Chen, L. G., & Luo, J. (2020). An integrated approach to quantifying ecological and human health risks from different sources of soil heavy metals. Science of the Total Environment, 701, 134466.

    Article  CAS  Google Scholar 

  • Jin, Y., O’Connor, D., Ok, Y. S., Tsang, D. C., Liu, A., & Hou, D. (2019). Assessment of sources of heavy metals in soil and dust at children’s playgrounds in Beijing using GIS and multivariate statistical analysis. Environment International, 124, 320–328.

    Article  CAS  Google Scholar 

  • Jo, J., Jo, B., Kim, J., Kim, S., & Han, W. (2020). Development of an iot-based indoor air quality monitoring platform. Journal of Sensors2020.

  • Karacocuk, T., Sevik, H., Isinkaralar, K. Turkyilmaz, A., Cetin, M (2021). The change of Cr and Mn concentrations in selected plants in Samsun city center depending on traffic density. Landscape Ecol Eng. https://doi.org/10.1007/s11355-021-00483-6

  • Khalid, S., Shahid, M., Niazi, N. K., Murtaza, B., Bibi, I., & Dumat, C. (2017). A comparison of technologies for remediation of heavy metal contaminated soils. Journal of Geochemical Exploration, 182, 247–268.

    Article  CAS  Google Scholar 

  • Kilicoglu, C., Cetin, M., Aricak, B., & Sevik, H. (2020). Site selection by using the multi-criteria technique-a case study of Bafra Turkey. Environmental Monitoring and Assessment, 192(9), 1–12.

    Article  Google Scholar 

  • Kilicoglu, C., Cetin, M., Aricak, B., & Sevik, H. (2021). Integrating multicriteria decision-making analysis for a GIS-based settlement area in the district of Atakum, Samsun Turkey. Theor Appl Climatol, 143, 379–388. https://doi.org/10.1007/s00704-020-03439-2

    Article  Google Scholar 

  • Koc, İ., Nzokou, P., & Cregg, B. (2021). Biomass allocation and nutrient use efficiency in response to water stress: insight from experimental manipulation of balsam fir, concolor fir and white pine transplants. New Forests, 1–19.

  • Koc, I., & Nzokou, P. (2018). Effects of water stress and cold treatments on the germination of two conifers (Pinus nigra and Pinus brutia) species from Turkey. HortScience, 53(9), 259.

    Google Scholar 

  • Koc, I. (2021). Using Cedrus atlantica’s annual rings as a biomonitor in observing the changes of Ni and Co concentrations in the atmosphere. Environmental Science and Pollution Research, 1–7.

  • Liu, S., Pan, G., Zhang, Y., Xu, J., Ma, R., Shen, Z., & Dong, S. (2019). Risk assessment of soil heavy metals associated with land use variations in the riparian zones of a typical urban river gradient. Ecotoxicology and Environmental Safety, 181, 435–444.

    Article  CAS  Google Scholar 

  • Mao, C., Song, Y., Chen, L., Ji, J., Li, J., Yuan, X., ... & Theiss, F. (2019). Human health risks of heavy metals in paddy rice based on transfer characteristics of heavy metals from soil to rice. Catena175, 339-348.

  • Ozel, H. B., Varol, H. N., & Sevik, H. (2021a). Change of Mg concentration in several plants depending on plant species, washing status, and traffic density. World Journal of Advanced Research and Reviews, 12(01), 447–453.

    Article  CAS  Google Scholar 

  • Ozel, H. B., Abo Aisha, A. E. S., Cetin, M., Sevik, H., & Zeren Cetin, I. (2021c). The effects of increased exposure time to UV-B radiation on germination and seedling development of Anatolian black pine seeds. Environmental Monitoring and Assessment, 193, 388. https://doi.org/10.1007/s10661-021-09178-9

    Article  CAS  Google Scholar 

  • Ozel HB, Cetin M, Sevik H, Varol T, Isik B., Yaman B. (2021b) The effects of base station as an electromagnetic radiation source on flower and cone yield and germination percentage in Pinus brutia Ten. Biologia Futura (2021b). https://doi.org/10.1007/s42977-021-00085-1

  • Qiao, P., Yang, S., Lei, M., Chen, T., & Dong, N. (2019). Quantitative analysis of the factors influencing spatial distribution of soil heavy metals based on geographical detector. Science of the Total Environment, 664, 392–413.

    Article  CAS  Google Scholar 

  • Savas, D.S., Sevik, H., Isinkaralar, K. Turkyilmaz, A., Cetin, M. (2021). The potential of using Cedrus atlantica as a biomonitor in the concentrations of Cr and Mn. Environ Sci Pollut Res (2021). https://doi.org/10.1007/s11356-021-14826-1

  • Sevik, H. (2021). The variation of chrome concentration in some landscape plants due to species, organ and traffic density. Turkish Journal of Agriculture-Food Science and Technology, 9(3), 595–600.

    Article  Google Scholar 

  • Sevik, H., Cetin, M., Ozturk, A., Ozel, H. B., & Pinar, B. (2019a). Changes in Pb, Cr and Cu concentrations in some bioindicators depending on traffic density on the basis of species and organs. Applied Ecology and Environmental Research, 17(6), 12843–12857.

    Article  Google Scholar 

  • Sevik, H., Ozel, H. B., Cetin, M., Özel, H. U., & Erdem, T. (2019b). Determination of changes in heavy metal accumulation depending on plant species, plant organism, and traffic density in some landscape plants. Air Quality, Atmosphere & Health, 12(2), 189–195.

    Article  CAS  Google Scholar 

  • Sevik, H., Cetin, M., Ozel, H. B., Ozel, S., & Zeren Cetin, I. (2020a). Changes in heavy metal accumulation in some edible landscape plants depending on traffic density. Environmental Monitoring and Assessment, 192(2), 78.

    Article  CAS  Google Scholar 

  • Sevik, H., Cetin, M., Ucun Ozel, H., Ozel, H. B., Mossi, M. M. M., & Zeren Cetin, I. (2020b). Determination of Pb and Mg accumulation in some of the landscape plants in shrub forms. Environmental Science and Pollution Research, 27(2), 2423–2431.

    Article  CAS  Google Scholar 

  • Sevik, H., Cetin, M., Ozel, H. B., Akarsu, H., & Zeren Cetin, I. (2020c). Analyzing of usability of tree-rings as biomonitors for monitoring heavy metal accumulation in the atmosphere in urban area: a case study of cedar tree (Cedrus sp.). Environmental Monitoring and Assessment192(1), 1–11.

  • Shahid, M., Dumat, C., Khalid, S., Schreck, E., Xiong, T., & Niazi, N. K. (2017). Foliar heavy metal uptake, toxicity and detoxification in plants: A comparison of foliar and root metal uptake. Journal of Hazardous Materials, 325, 36–58.

    Article  CAS  Google Scholar 

  • TUIK (2020). Türkiye İstatistik Kurumu, Yıllara ve cinsiyete göre il/ilçe merkezleri ve belde/köyler nüfusu, http://www.tuik.gov.tr/PreIstatistikTablo.do?istab_id=1587

  • Turkyilmaz, A., Sevik, H., Isinkaralar, K., & Cetin, M. (2018a). Using Acer platanoides annual rings to monitor the amount of heavy metals accumulated in air. Environmental Monitoring and Assessment, 190, 578.

    Article  Google Scholar 

  • Turkyilmaz, A., Sevik, H., & Cetin, M. (2018b). The use of perennial needles as bio-monitors for recently accumulated heavy metals. Landscape and Ecological Engineering, 14(1), 115–120.

    Article  Google Scholar 

  • Turkyilmaz, A., Cetin, M., Sevik, H., Isinkaralar, K., & Saleh, E. A. A. (2020). Variation of heavy metal accumulation in certain landscaping plants due to traffic density. Environment, Development and Sustainability, 22(3), 2385–2398.

    Article  Google Scholar 

  • Ucun Ozel, H., Ozel, H. B., Cetin, M., Sevik, H., Gemici, B. T., & Varol, T. (2019). Base alteration of some heavy metal concentrations on local and seasonal in Bartin River. Environmental Monitoring and Assessment, 191(9), 594.

    Article  CAS  Google Scholar 

  • Ucun Ozel, H., Gemici, B. T., Gemici, E., Ozel, H. B., Cetin, M., & Sevik, H. (2020). Application of artificial neural networks to predict the heavy metal contamination in the Bartin River. Environmental Science and Pollution Research, 1–18.

  • Varol, T., Ozel, H. B., Ertugrul, M., Emir, T., Tunay, M., Cetin, M., & Sevik, H. (2021a). Prediction of soil-bearing capacity on forest roads by statistical approaches. Environmental Monitoring and Assessment, 193(8), 527.

    Article  CAS  Google Scholar 

  • Varol, T., Cetin, M., Ozel, H. B., Sevik, H., & Zeren Cetin, I. (2022). The effects of climate change scenarios on Carpinus betulus and Carpinus orientalis in Europe. Water, Air, & Soil Pollution, 233(2), 1–13.

    Article  Google Scholar 

  • Varol T, Canturk U, Cetin M, Ozel HB., Sevik H. (2021b) Impacts of climate change scenarios on European ash tree (Fraxinus excelsior L.) in Turkey. Forest Ecology and Management. Forest Ecology and Management 491, 119199. https://doi.org/10.1016/j.foreco.2021b.119199

  • Wang, M., Liu, R., Chen, W., Peng, C., & Markert, B. (2018). Effects of urbanization on heavy metal accumulation in surface soils, Beijing. Journal of Environmental Sciences, 64, 328–334.

    Article  CAS  Google Scholar 

  • Ye, C., Butler, O. M., Du, M., Liu, W., & Zhang, Q. (2019). Spatio-temporal dynamics, drivers and potential sources of heavy metal pollution in riparian soils along a 600 kilometre stream gradient in Central China. Science of the Total Environment, 651, 1935–1945.

    Article  CAS  Google Scholar 

  • Yildiz, D., Nzokou, P., Deligoz, A., Koc, I., Genc, M. (2014). Chemical and physiological responses of four Turkish red pine (Pinus brutia Ten.) provenances to cold temperature treatments. European journal of forest research133(5), 809–818.

  • Yucedag, C., Cetin, M., Ozel, H. B., Abo Aisha, A. E. S., Alrabiti, O. B. M., & AL JAMA, A. M. O. (2021). The impacts of altitude and seed pretreatments on seedling emergence of Syrian juniper (Juniperus drupacea (Labill.) Ant. et Kotschy). Ecological Processes10(1), 1–6.

  • Zhao, K., Zhang, L., Dong, J., Wu, J., Ye, Z., Zhao, W., ... & Fu, W. (2020). Risk assessment, spatial patterns and source apportionment of soil heavy metals in a typical Chinese hickory plantation region of southeastern China. Geoderma, 360, 114011.

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Acknowledgements

This study was produced from a doctoral study at Kastamonu University, Institute of Science Graduate Studies Research Projects (Ph.D.). Thank you to advisor and Kastamonu University Institute of Science Department of Material Science and Engineering for Ph.D. thesis.

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MC, AMOA, OBMA, FA, HS, and IZC designed the study and performed the experiments; AMOA, OBMA, FA, HS, IZC, and MC performed the experiments, analyzed the data, and wrote the manuscript.

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Correspondence to Akram Mohamed Omar Aljama.

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Cetin, M., Aljama, A.M.O., Alrabiti, O.B.M. et al. Determination and Mapping of Regional Change of Pb and Cr Pollution in Ankara City Center. Water Air Soil Pollut 233, 163 (2022). https://doi.org/10.1007/s11270-022-05638-1

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