Assessment of Long-Term Relationship of Tropospheric NO2 with Meteorological Parameters for Sustainability in Pakistan

Authors

  • Hamza Malik Smart Sensing for Climate and Development, Centre for Geographic Information System, University of the Punjab, Lahore, Pakistan
  • Sawaid Abbas Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hong Kong
  • Fatima Naeem Smart Sensing for Climate and Development, Centre for Geographic Information System, University of the Punjab, Lahore, Pakistan
  • Nawai Habib Smart Sensing for Climate and Development, Centre for Geographic Information System, University of the Punjab, Lahore, Pakistan
  • Nosheen Akhtar Institute of Geology, University of the Punjab, Lahore, Pakistan

Keywords:

Giovanni, NO2, OMI, AURA, Meteorological Parameters

Abstract

Introduction: Assessing the atmospheric changes is the main concern with increasing population density over the years within the countries moving towards industrialization to meet their in-house demands. Pakistan is placed in the world's most deteriorating air quality list of countries.

Novelty Statement: This research exclusively explores tropospheric NO2 patterns in Pakistan from 2005-2022 using OMI data, revealing seasonal variations and anthropogenic effects, providing serious understandings for air quality policy in developing regions.

Material and Methods: This study analyses the tropospheric Nitrogen Dioxide (NO2) patterns by using the observations from the Ozone Monitoring Instrument (OMI) and their possible relation with meteorological parameters (rainfall, wind speed, temperature) to assess the level of tropospheric NO2 pollution pattern at the district level in Pakistan over the time range of (2005-2022), covering mega urban centers including Lahore, Faisalabad and Peshawar.

Results and Discussion: A rising trend of 9.028 x 10^15 molecules/cm² in NO2 concentrations was found in the winter season and lower values around 1.9 x 10^15 molecules/cm² were observed in the summer season. Interestingly, a dipping concentration of these pollutants was observed in pre-monsoon months, except in Peshawar where the values dip down during the spring period. Diverse patterns have been observed between NO2 and temperature, wind speed, and rainfall over the years. In the industrial-operated cities with heavy traffic on the roads, a large dense population, agricultural fires, and fossil fuel burning define the anthropogenic emission levels in the lower layer of the atmosphere in the cities.

Conclusion: This study will allow regulators to comprehend or understand the anthropogenic emission levels in the major cities considering the origin of the emission activities.

References

E. Sánchez-Triana, S. Enriquez, J. Afzal, A. Nakawaga, and A. S. Khan, “Executive Summary,” Dir. Dev. - Environ. Sustain. Dev., pp. 1–42, Jun. 2014, doi: 10.1596/978-1-4648-0235-5_ES.

M. Ali, D. Kirikkaleli, R. Sharma, and M. Altuntaş, “The nexus between remittances, natural resources, technological innovation, economic growth, and environmental sustainability in Pakistan,” Environ. Sci. Pollut. Res., vol. 29, no. 50, pp. 75822–75840, Oct. 2022, doi: 10.1007/S11356-022-21228-4/METRICS.

C. Leue, M. Wenig, T. Wagner, O. Klimm, U. Platt, and B. Jähne, “Quantitative analysis of NO x emissions from Global Ozone Monitoring Experiment satellite image sequences,” J. Geophys. Res. Atmos., vol. 106, no. D6, pp. 5493–5505, Mar. 2001, doi: 10.1029/2000JD900572.

A. Richter and J. P. Burrows, “Tropospheric NO2 from GOME measurements,” Adv. Sp. Res., vol. 29, no. 11, pp. 1673–1683, Jun. 2002, doi: 10.1016/S0273-1177(02)00100-X.

R. V. Martin, D. J. Jacob, K. Chance, T. P. Kurosu, P. I. Palmer, and M. J. Evans, “Global inventory of nitrogen oxide emissions constrained by space-based observations of NO2 columns,” J. Geophys. Res. Atmos., vol. 108, no. D17, Sep. 2003, doi: 10.1029/2003JD003453.

K. F. Boersma et al., “Near-real time retrieval of tropospheric NO2 from OMI,” Atmos. Chem. Phys. Discuss., vol. 6, no. 6, pp. 12301–12345, Nov. 2006, Accessed: Jun. 15, 2024. [Online]. Available: https://hal.science/hal-00302325

A. Richter, J. P. Burrows, H. Nüß, C. Granier, and U. Niemeier, “Increase in tropospheric nitrogen dioxide over China observed from space,” Nat. 2005 4377055, vol. 437, no. 7055, pp. 129–132, Sep. 2005, doi: 10.1038/nature04092.

H. Mayer, “Air pollution in cities,” Atmos. Environ., vol. 33, no. 24–25, pp. 4029–4037, Oct. 1999, doi: 10.1016/S1352-2310(99)00144-2.

M. Alkon et al., “Water security implications of coal-fired power plants financed through China’s Belt and Road Initiative,” Energy Policy, vol. 132, pp. 1101–1109, Sep. 2019, doi: 10.1016/J.ENPOL.2019.06.044.

Z. Wang et al., “Acute health impacts of airborne particles estimated from satellite remote sensing,” Environ. Int., vol. 51, pp. 150–159, Jan. 2013, doi: 10.1016/J.ENVINT.2012.10.011.

I. Müller, T. Erbertseder, and H. Taubenböck, “Tropospheric NO2: Explorative analyses of spatial variability and impact factors,” Remote Sens. Environ., vol. 270, p. 112839, Mar. 2022, doi: 10.1016/J.RSE.2021.112839.

R. J. van der A et al., “Detection of the trend and seasonal variation in tropospheric NO2 over China,” J. Geophys. Res. Atmos., vol. 111, no. D12, Jun. 2006, doi: 10.1029/2005JD006594.

R. J. van der A. et al., “Trends, seasonal variability and dominant NOx source derived from a ten year record of NO2 measured from space,” J. Geophys. Res. Atmos., vol. 113, no. D4, p. 4302, Feb. 2008, doi: 10.1029/2007JD009021.

S. K. Satheesh and K. Krishna Moorthy, “Radiative effects of natural aerosols: A review,” Atmos. Environ., vol. 39, no. 11, pp. 2089–2110, Apr. 2005, doi: 10.1016/J.ATMOSENV.2004.12.029.

F. Sharif, K. Alam, and S. Afsar, “Spatio-Temporal Distribution of Aerosol and Cloud Properties over Sindh Using MODIS Satellite Data and a HYSPLIT Model,” Aerosol Air Qual. Res., vol. 15, no. 2, pp. 657–672, 2015, doi: 10.4209/AAQR.2014.09.0200.

G. Ali et al., “Spatiotemporal Trends of Aerosols over Urban Regions in Pakistan and Their Possible Links to Meteorological Parameters,” Atmos. 2020, Vol. 11, Page 306, vol. 11, no. 3, p. 306, Mar. 2020, doi: 10.3390/ATMOS11030306.

M. U. Alvi, F. Chishtie, I. Shahid, T. Mahmud, and R. Hussain, “Traffic -and Industry-Related Air Pollution Exposure Assessment in an Asian Megacity,” CLEAN – Soil, Air, Water, vol. 46, no. 1, p. 1600773, Jan. 2018, doi: 10.1002/CLEN.201600773.

W. Naeem, J. Kim, and Y. G. Lee, “Spatiotemporal Variations in the Air Pollutant NO2 in Some Regions of Pakistan, India, China, and Korea, before and after COVID-19, Based on Ozone Monitoring Instrument Data,” Atmos. 2022, Vol. 13, Page 986, vol. 13, no. 6, p. 986, Jun. 2022, doi: 10.3390/ATMOS13060986.

A. R. Douglass, R. S. Stolarski, S. E. Strahan, and P. S. Connell, “Radicals and reservoirs in the GMI chemistry and transport model: Comparison to measurements,” J. Geophys. Res. Atmos., vol. 109, no. D16, Aug. 2004, doi: 10.1029/2004JD004632.

K. L. Chan, E. Khorsandi, S. Liu, F. Baier, and P. Valks, “Estimation of Surface NO2 Concentrations over Germany from TROPOMI Satellite Observations Using a Machine Learning Method,” Remote Sens. 2021, Vol. 13, Page 969, vol. 13, no. 5, p. 969, Mar. 2021, doi: 10.3390/RS13050969.

N. Zeb, M. F. Khokhar, A. Pozzer, and S. A. Khan, “Exploring the temporal trends and seasonal behaviour of tropospheric trace gases over Pakistan by exploiting satellite observations,” Atmos. Environ., vol. 198, pp. 279–290, Feb. 2019, doi: 10.1016/J.ATMOSENV.2018.10.053.

C. Wang, T. Wang, and P. Wang, “The Spatial–Temporal Variation of Tropospheric NO2 over China during 2005 to 2018,” Atmos. 2019, Vol. 10, Page 444, vol. 10, no. 8, p. 444, Aug. 2019, doi: 10.3390/ATMOS10080444.

N. Zhao et al., “The potential co-benefits for health, economy and climate by substituting raw coal with waste cooking oil as a winter heating fuel in rural households of northern China,” Environ. Res., vol. 194, p. 110683, Mar. 2021, doi: 10.1016/J.ENVRES.2020.110683.

Y. Cui et al., “Rapid growth in nitrogen dioxide pollution over Western China, 2005-2013,” Atmos. Chem. Phys., vol. 16, no. 10, pp. 6207–6221, May 2016, doi: 10.5194/ACP-16-6207-2016.

I. Uno et al., “Systematic analysis of interannual and seasonal variations of model-simulated tropospheric NO2 in Asia and comparison with GOME-satellite data,” Atmos. Chem. Phys., vol. 7, no. 6, pp. 1671–1681, 2007, doi: 10.5194/ACP-7-1671-2007.

C. Zheng et al., “Spatial and temporal distribution of NO2 and SO2 in Inner Mongolia urban agglomeration obtained from satellite remote sensing and ground observations,” Atmos. Environ., vol. 188, pp. 50–59, Sep. 2018, doi: 10.1016/J.ATMOSENV.2018.06.029.

Z. ul-Haq, S. Tariq, M. Ali, K. Mahmood, S. A. Batool, and A. D. Rana, “A study of tropospheric NO2 variability over Pakistan using OMI data,” Atmos. Pollut. Res., vol. 5, no. 4, pp. 709–720, Oct. 2014, doi: 10.5094/APR.2014.080.

C. Miao, S. Yu, Y. Zhang, Y. Hu, X. He, and W. Chen, “Assessing outdoor air quality vertically in an urban street canyon and its response to microclimatic factors,” J. Environ. Sci., vol. 124, pp. 923–932, Feb. 2023, doi: 10.1016/J.JES.2022.02.021.

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Published

2024-06-15

How to Cite

Malik, H., Abbas, S., Naeem, F., Habib, N., & Akhtar, N. (2024). Assessment of Long-Term Relationship of Tropospheric NO2 with Meteorological Parameters for Sustainability in Pakistan. International Journal of Innovations in Science & Technology, 6(6), 240–256. Retrieved from https://journal.50sea.com/index.php/IJIST/article/view/841