Satellite-Based Assessment of Air Pollution in Southern Districts of Tamil Nadu Using Sentinel-5P and Google Earth Engine: A Comparative Study

Aguilar-Gomez, S., & Rivera, N. M. (2025). Air pollution in the Global South: An overview of its sources and impacts. In Oxford Research Encyclopaedia of Economics and Finance. Oxford University Press.
Albut, S. (2024). Land use land change utilizing the QGIS MOLUSCE plugin. In Mimarlıkta İleri Araştırmalar (pp. 188–205). Akademisyen Publishing.
Ashwini, G. S., Dhanya, P., & Bhat, H. G. (2024). Google Earth Engine – Application in LULC classification. International Journal of Environment and Geoinformatics, 11(1), 45–53.
Behera, M. D., Ghosh, S., Paramanik, S., Das, A., & Sharma, M. (2022). COVID-19 slowdown induced improvement in air quality in India: Rapid assessment using Sentinel-5P TROPOMI data. Geocarto International, 37(25), 8127–8147.
Ferreira, M. C. (2025). Using Sentinel-5P satellite and vehicle flow data to map NO₂ air pollution near highways in the Metropolitan Region of Campinas, Brazil. EGU General Assembly 2025. Vienna, Austria.
Gopikrishnan, G. S., Ardra, T. S., & Jayanarayanan, K. (2025). Exposure to surface ozone and its associated health effects and economic burden in India. Global Transitions, 7(2), 112–125.
Han, H. S., Seok, J., & Park, K. Y. (2025). Air pollution and skin diseases. Annals of Dermatology, 37(2), 89–97.
Karuppasamy, M. B., Sivanandan, P., Rajendran, K., & Venkatesan, R. (2022). Multivariate urban air quality assessment of indoor and outdoor environments at Chennai Metropolis in South India. Atmosphere, 13(10), 1627.
Kawichai, S., Wissanupong, K., Thonglua, T., & Lekphet, S. (2025). The influence of meteorological conditions and seasons on surface ozone in Chonburi, Thailand. Toxics, 13(3), 226.
Keppens, A., Compernolle, S., Verhoelst, T., & Hubert, D. (2024). Five years of Sentinel-5P TROPOMI operational ozone profiling and geophysical validation using ozonesonde and lidar ground-based networks. Atmospheric Measurement Techniques, 17(13), 3969–3993.
Khalaf, E. M., Al-Haddad, F. A., & Jaber, M. M. (2024). Effects of sulfur dioxide inhalation on human health: A review. Reviews on Environmental Health, 39(2), 331–337.
Koul, P. A. (2021). Health and economic impact of air pollution in the states of India: The Global Burden of Disease Study 2019. The Lancet Planetary Health, 5(1), e25–e38.
Kurbucz, M. T., & Andree, B. P. J. (2025). Building and managing local databases from Google Earth Engine with the geeLite R package (World Bank Working Paper No. 11115). World Bank.
Lopez-Aparicio, S., Velders, G. J. M., & Schneider, P. (2025). Environmental sustainability of urban expansion: Implications for transport emissions, air pollution, and city growth. Environment International, 196(6), 109310.
Markieta, M., & Rinner, C. (2014). Using distributed map overlay and layer opacity for visual multi-criteria analysis. Geomatica, 68(2), 95–105.
Muniraja, K., Sudalaimuthu, K., Dhanalakshmi, S., & Manojkumar, N. (2023). Evaluating the effectiveness of emissions reduction measures and ambient air quality variability through ground-based and Sentinel-5P observations under the auspices of COVID pandemic lockdown in Tamil Nadu, India. International Journal of Environmental Analytical Chemistry, 103(13), 3109–3120.
Nurhisanah, S., & Hasyim, H. (2022). Environmental health risk assessment of sulfur dioxide (SO₂) at workers around combined cycle power plant (CCPP). Heliyon, 8(2), e09388.
Puttaswamy, N., Garg, V., & Yadav, A. (2022). Indoor and ambient air pollution in Chennai, India during COVID-19 lockdown: An affordable sensors study. Aerosol and Air Quality Research, 22, 210170.
Queen Annes, M. D., & Sornaganesh, V. (2019). A study on the impact of industrialisation in Thoothukudi. EPRA International Journal of Multidisciplinary Research (IJMR), 5(7), 112–120.
Rahman, M., Hasanuzzman, A. B. M., & Ali, M. M. (2025). Perceived air pollution and self-reported health status: A study on air pollution-prone urban area of Bangladesh. Frontiers in Public Health, 13, 1452–1463.
Rifat, R. H. M., & Sultan, Z. B. (2020). Impacts and mitigation approach of flue gas (SO₂) in coal-fired power plant of Bangladesh. International Journal of Engineering Research & Technology, 9(5), 112–118.
Rybalova, O., Koval, V., & Petrov, S. (2022). Risk assessment for public health from air pollution in the industrial regions of Ukraine. Environmental Science and Pollution Research, 29(45), 67891–67903.
Schneising, O., Buchwitz, M., & Burrows, J. P. (2023). Advances in retrieving XCH₄ and XCO from Sentinel-5 Precursor: Improvements in the scientific TROPOMI/WFMD algorithm. Atmospheric Measurement Techniques, 16, 669–694.
Shah, S. V., Gaikwad, S. V., & Vibhute, A. D. (2024). Air quality monitoring using Sentinel-5P TROPOMI – A case study of Pune City. SN Computer Science, 5(8), 845.
Sharma, K. R., & Nagaveena, S. (2016). Summer time variation and unexpected nocturnal peak in precursors related surface ozone concentration in air over a tropical coastal region of Southern Tamil Nadu, India. Atmospheric Environment, 142, 132–140.
Shima, M. (2025). Epidemiological studies on the health impact of air pollution in Japan: Their contribution to the improvement of ambient air quality. Environmental Health and Preventive Medicine, 30, 30.
Singh, V., Srivastava, R. K., & Bhatt, A. K. (2025). Effects of air pollution on life. In Battling Air and Water Pollution (pp. 43–60). Springer.
Soundaranayagam, J. R., Kumar, S., & Raj, A. S. (2011). An analysis of land use pattern in the industrial development city using high resolution satellite imagery. Journal of Geographical Sciences, 21, 79–88.
Szponar, J., Goliszek, S., & Wiśniewski, M. (2025). Echocardiographic and clinical patterns in patients with acute carbon monoxide poisoning without cardiovascular and other chronic diseases. Clinical Toxicology, 63(4), 1–7.
Tortorella, A., & Menculini, G. (2024). Pollution and climate changes as environmental determinants of poor mental health. In Social Determinants of Mental Health (pp. 219–235). Elsevier.
Usha, B. P., Chithambarathanu, T., & Sharma, R. K. (2018). Diurnal and seasonal variations of surface ozone with meteorological parameters at urban site, Balabackya Nagar, Tirunelveli, Tamil Nadu, India. International Journal of Recent Research, 1, 2349–7688.
Verma, A., Singh, P., & Kumar, R. (2023). Combating respiratory health issues with intelligent NO₂ level prediction from Sentinel-5P satellite. IEEE 20th India Council International Conference (INDICON).
Verma, R. L., Patel, K. S., & Mishra, R. K. (2023). Air quality trends in coastal industrial clusters of Tamil Nadu, India: A comparison with major Indian cities. Environmental Advances, 13(3), 100412.
Wang, Z., Li, J., Zhang, Y., & Chen, H. (2025). Revising the ambient air quality standards for SO₂ in China: A comprehensive analysis of air quality trends, health impacts, and global alignment. Ecotoxicology and Environmental Safety, 280, 115890.
Xia, C., Liu, C., Cai, Z., Ming, Y., & Sun, Y. (2021). First sulfur dioxide observations from the environmental trace gases monitoring instrument (EMI) onboard the GeoFen-5 satellite. Science Bulletin, 66, 969–973.
Yina, H. (2025). Research on carbon monoxide harm to human body and protective measures. Highlights in Science, Engineering and Technology, 135, 20–23.
Zahara, S. (2025). Investigating the impact of trace gases (NO₂) on air quality and human health in Dhaka City, Bangladesh. 9th International Public Health Conference. Dhaka, Bangladesh.
Zamee, A. I., Saha, R. P., Roy, T., & Imran, M. I. A. (2024). Comparative study on air pollution due to gas emission and energy consumptions of electric and internal combustion engine vehicles. In Proceedings of the Second International Conference on Advances in Civil Infrastructure and Construction Materials (pp. 345–356). Military Institute of Science and Technology.