Research Article
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Dispersion Model and Ground and Satellite-Based Observation Assisted Location Optimization for Thermal Power Plants

Year 2025, Volume: 12 Issue: 4, 353 - 367, 12.01.2026
https://doi.org/10.26650/ijegeo.1788441
https://izlik.org/JA29DJ72MC

Abstract

Coal is used as a major energy source in Türkiye, and the installed capacity of coal-fired power plants is still increasing. However, their impacts on air quality and human health depend not only on plant characteristics, but also on meteorological conditions, topography, and existing pollution levels. This study proposes a geographic information system (GIS)-based method to identify suitable locations for coal-fired power plants by combining economic, environmental, and geographical factors, in contrast to the current practices that prioritize economic factors. In addition to the one already proposed location (Çerkezköy), three alternatives (Çorlu, Marmara Ereğlisi, Havsa) were selected using GIS-based assessment criteria, ground and satellite-based observations, and a dispersion model. Annual and seasonal sulfur dioxide (SO2) distributions were obtained from the Ozone Monitoring Instrument (OMI), and ground observations indicated that air pollution in Thrace is highest in southern areas like Tekirdağ, Keşan, and Çorlu. SO2 and particulate matter (PM10) contributions and impacts of each alternative over the region were estimated via the California Puff Model (CALPUFF). SO2 and PM10 contributions at the most impacted stations were calculated for all four cases and compared to current pollution levels. Annual and daily concentrations showed that all alternative locations had less impact than the proposed site, Çerkezköy. While Çerkezköy affected around 260,500 people with daily SO2 contributions exceeding 15 μg/m3, the other alternatives impacted at most 29,000 people. Varying SO2 and PM10 contributions and the associated population exposures across the alternative locations highlighted the need for evaluation of local conditions before site location, as even nearby locations can cause noticeably different effects.

References

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  • Akyuz, E., & Kaynak, B. (2019). Use of dispersion model and satellite SO2 retrievals for environmental impact assessment of coal-fired power plants. Science of The Total Environment. https://doi.org/10.1016/j.scitotenv.2019.06.464
  • Akyuz, E., Samavati, M., & Kaynak, B. (2020). Spatial distribution of health risks associated with PM2.5 in Turkey and Iran using satellite and ground observations. ATMOSPHERIC POLLUTION RESEARCH, 11(12, SI), 2350–2360. https://doi.org/10.1016/j.apr.2020.08.011
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  • Can-Terzi, B., Ficici, M., Tecer, L. H., & Sofuoglu, S. C. (2021). Fine and coarse particulate matter, trace element content, and associated health risks considering respiratory deposition for Ergene Basin, Thrace. Science of the Total Environment, 754, 142026. https://doi.org/10.1016/j.scitotenv.2020.142026
  • Cebi, S., Ilbahar, E., & Atasoy, A. (2016). A fuzzy information axiom based method to determine the optimal location for a biomass power plant: A case study in Aegean Region of Turkey. Energy, 116, 894–907.
  • Cesari, D., Merico, E., Grasso, F. M., Dinoi, A., Conte, M., Genga, A., Siciliano, M., Petralia, E., Stracquadanio, M., & Contini, D. (2021). Analysis of the contribution to PM 10 concentrations of the largest coal-fired power plant of Italy in four different sites. Atmospheric Pollution Research, 12(8), 101135. https://doi.org/10.1016/j.apr.2021.101135
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  • Dogruparmak, S. C., Pekey, H., & Arslanbas, D. (2018). Odor dispersion modeling with CALPUFF: Case study of a waste and residue treatment incineration and utilization plant in Kocaeli, Turkey. ENVIRONMENTAL FORENSICS, 19(1), 79–86. https://doi.org/10.1080/15275922.2017.1408160
  • Elbir, T., Mangir, N., Kara, M., Simsir, S., Eren, T., & Ozdemir, S. (2010). Development of a GIS-based decision support system for urban air quality management in the city of Istanbul. ATMOSPHERIC ENVIRONMENT, 44(4), 441–454. https://doi.org/10.1016/j.atmosenv.2009.11.008
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  • Khan, N., & Koromyslova, E. (2019a). Location Optimization of a Coal Power Plant to Balance Costs against Plant’s Emission Exposure. American Journal of Operations Research. https://doi.org/10.4236/ajor.2019.91003
  • Khan, N., & Koromyslova, E. (2019b). Location Optimization of a Coal Power Plant to Balance Costs against Plant’s Emission Exposure. American Journal of Operations Research. https://doi.org/10.4236/ajor.2019.91003
  • Lelieveld, J., Barlas, C., Giannadaki, D., & Pozzer, A. (2013). Model calculated global, regional and megacity premature mortality due to air pollution. Atmospheric Chemistry and Physics, 13(14), 7023–7037. https://doi.org/10.5194/acp-13-7023-2013
  • Lelieveld, J., Evans, J. S., Fnais, M., Giannadaki, D., & Pozzer, A. (2015). The contribution of outdoor air pollution sources to premature mortality on a global scale. Nature, 525(7569), 367–371. https://doi.org/10.1038/nature15371
  • Levy, J. I., Spengler, J. D., Hlinka, D., Sullivan, D., & Moon, D. (2002). Using CALPUFF to evaluate the impacts of power plant emissions in Illinois: Model sensitivity and implications. Atmospheric Environment, 36(6), 1063–1075. https://doi.org/10.1016/S1352-2310(01)00493-9
  • MENR. (2025). 2024 Activity Report [2025 Yılı Faaliyet Raporu]. https://enerji.gov.tr/bilgi-merkezi-yayinlar-faaliyet-raporlari

Year 2025, Volume: 12 Issue: 4, 353 - 367, 12.01.2026
https://doi.org/10.26650/ijegeo.1788441
https://izlik.org/JA29DJ72MC

Abstract

Ethical Statement

Bu çalışma etik kurul izni kapsamı dışında olup, etik kurul onayı alınmasını gerektiren bir durum bulunmamaktadır.

References

  • Air Quality Assessment and Management Regulation, Pub. L. No. 26898 (2008). http://www.mevzuat.gov.tr/Metin.Aspx?MevzuatKod=7.5.12188&MevzuatIliski=0&sourceXmlSearch=hava kalitesi değ
  • Akyuz, E., & Kaynak, B. (2019). Use of dispersion model and satellite SO2 retrievals for environmental impact assessment of coal-fired power plants. Science of The Total Environment. https://doi.org/10.1016/j.scitotenv.2019.06.464
  • Akyuz, E., Samavati, M., & Kaynak, B. (2020). Spatial distribution of health risks associated with PM2.5 in Turkey and Iran using satellite and ground observations. ATMOSPHERIC POLLUTION RESEARCH, 11(12, SI), 2350–2360. https://doi.org/10.1016/j.apr.2020.08.011
  • Anton, B., & Morgan, J. R. (2014). Coal power plant emission exposure and its effect on education access. Journal of Public Health (Germany), 22(4), 313–321. https://doi.org/10.1007/s10389-014-0626-7
  • Aydin, N. Y., Kentel, E., & Duzgun, H. S. (2013). GIS-based site selection methodology for hybrid renewable energy systems: A case study from western Turkey. Energy Conversion and Management, 70, 90–106.
  • Biberacher, M., Tum, M., Günther, K. P., Gadocha, S., Zeil, P., Jilani, R., & Mansha, M. (2015). Availability assessment of bioenergy and power plant location optimization: A case study for Pakistan. Renewable and Sustainable Energy Reviews, 42, 700–711.
  • Can-Terzi, B., Ficici, M., Tecer, L. H., & Sofuoglu, S. C. (2021). Fine and coarse particulate matter, trace element content, and associated health risks considering respiratory deposition for Ergene Basin, Thrace. Science of the Total Environment, 754, 142026. https://doi.org/10.1016/j.scitotenv.2020.142026
  • Cebi, S., Ilbahar, E., & Atasoy, A. (2016). A fuzzy information axiom based method to determine the optimal location for a biomass power plant: A case study in Aegean Region of Turkey. Energy, 116, 894–907.
  • Cesari, D., Merico, E., Grasso, F. M., Dinoi, A., Conte, M., Genga, A., Siciliano, M., Petralia, E., Stracquadanio, M., & Contini, D. (2021). Analysis of the contribution to PM 10 concentrations of the largest coal-fired power plant of Italy in four different sites. Atmospheric Pollution Research, 12(8), 101135. https://doi.org/10.1016/j.apr.2021.101135
  • Deniz, C., & Kilic, A. (2010). Estimation and Assessment of Shipping Emissions in the Region of Ambarli Port, Turkey. ENVIRONMENTAL PROGRESS & SUSTAINABLE ENERGY, 29(1), 107–115.
  • Dogruparmak, S. C., Pekey, H., & Arslanbas, D. (2018). Odor dispersion modeling with CALPUFF: Case study of a waste and residue treatment incineration and utilization plant in Kocaeli, Turkey. ENVIRONMENTAL FORENSICS, 19(1), 79–86. https://doi.org/10.1080/15275922.2017.1408160
  • Elbir, T., Mangir, N., Kara, M., Simsir, S., Eren, T., & Ozdemir, S. (2010). Development of a GIS-based decision support system for urban air quality management in the city of Istanbul. ATMOSPHERIC ENVIRONMENT, 44(4), 441–454. https://doi.org/10.1016/j.atmosenv.2009.11.008
  • EN-CEV. (2014). Çan-2 CPP Environmental Impact Assessment Report. http://eced.csb.gov.tr/ced/jsp/ek1/3972
  • Energy Atlas. (2025). City-Based Energy Statistics of Türkiye. https://www.enerjiatlasi.com/sehir/ European Environment Agency. (2020). CORINE Land Cover 2018 (raster 100 m), Europe, 6-yearly (version 2020_20u1). https://doi.org/https://doi.org/10.2909/960998c1-1870-4e82-8051-6485205ebbac
  • Jensen, G. K., Gumusel, D., & Stauffer, A. (2014). The Unpaid Health Bill: How Coal Power Plants Make Us Sick. 40. www.env-health.org/unpaidhealthbill
  • JRC. (2015). GHS population grid, derived from GPW4, multitemporal (1975, 1990, 2000, 2015). http://data.europa.eu/89h/jrc-ghsl-ghs_pop_gpw4_globe_r2015a
  • Kauria, L. (2016). Developing a global location optimization model for utility-scale solar power plants. Khamsimak, P., Koonaphapdeelert, S., & Tippayawong, N. (2012). Dispersion Modeling of SO2 Emissions from a Lignite Fired Thermal Power Plant using CALPUFF. Energy and Environment Research, 2(2), 127–136. https://doi.org/10.5539/eer.v2n2p127
  • Khan, N., & Koromyslova, E. (2019a). Location Optimization of a Coal Power Plant to Balance Costs against Plant’s Emission Exposure. American Journal of Operations Research. https://doi.org/10.4236/ajor.2019.91003
  • Khan, N., & Koromyslova, E. (2019b). Location Optimization of a Coal Power Plant to Balance Costs against Plant’s Emission Exposure. American Journal of Operations Research. https://doi.org/10.4236/ajor.2019.91003
  • Lelieveld, J., Barlas, C., Giannadaki, D., & Pozzer, A. (2013). Model calculated global, regional and megacity premature mortality due to air pollution. Atmospheric Chemistry and Physics, 13(14), 7023–7037. https://doi.org/10.5194/acp-13-7023-2013
  • Lelieveld, J., Evans, J. S., Fnais, M., Giannadaki, D., & Pozzer, A. (2015). The contribution of outdoor air pollution sources to premature mortality on a global scale. Nature, 525(7569), 367–371. https://doi.org/10.1038/nature15371
  • Levy, J. I., Spengler, J. D., Hlinka, D., Sullivan, D., & Moon, D. (2002). Using CALPUFF to evaluate the impacts of power plant emissions in Illinois: Model sensitivity and implications. Atmospheric Environment, 36(6), 1063–1075. https://doi.org/10.1016/S1352-2310(01)00493-9
  • MENR. (2025). 2024 Activity Report [2025 Yılı Faaliyet Raporu]. https://enerji.gov.tr/bilgi-merkezi-yayinlar-faaliyet-raporlari
There are 23 citations in total.

Details

Primary Language English
Subjects Civil Engineering (Other)
Journal Section Research Article
Authors

Ezgi Akyuz 0000-0003-1826-1623

Baris Saridikmen This is me 0009-0008-5302-3149

Burçak Kaynak Tezel 0000-0002-5815-2125

Submission Date October 18, 2025
Acceptance Date December 16, 2025
Publication Date January 12, 2026
DOI https://doi.org/10.26650/ijegeo.1788441
IZ https://izlik.org/JA29DJ72MC
Published in Issue Year 2025 Volume: 12 Issue: 4

Cite

APA Akyuz, E., Saridikmen, B., & Kaynak Tezel, B. (2026). Dispersion Model and Ground and Satellite-Based Observation Assisted Location Optimization for Thermal Power Plants. International Journal of Environment and Geoinformatics, 12(4), 353-367. https://doi.org/10.26650/ijegeo.1788441