Site Suitability Analysis of Smog Cutting Towers in District Lahore, Pakistan

Authors

  • Siddra Noor Department of Geography, Government College University Lahore, Lahore, Pakistan
  • Shakeel Mahmood Department of Geography, Government College University Lahore, Lahore, Pakistan
  • Warda Habib Department of Geography, Government College University Lahore, Lahore, Pakistan

Keywords:

Smog; Lahore, Smog-Cutting Towers, Health: Sustainability, Normalized Difference Moisture Index, Site Suitability.

Abstract

Introduction/Importance of Study:

Lahore, one of Pakistan’s most populous cities, is home to a diverse demographic comprising residents from various ethnic, linguistic, and cultural backgrounds. Recently, the city has been grappling with severe smog-related challenges, primarily due to vehicular emissions, industrial activities, and the burning of crop residues in neighboring agricultural regions. These factors have exacerbated numerous environmental and health issues, making the situation increasingly dire.

Novelty Statement:

Lahore’s 24 major hospitals, while indicative of a robust healthcare infrastructure, also underscore the vulnerability of a significant number of patients to the adverse effects of smog. The Normalized Difference Moisture Index (NDMI) reveals limited water availability in Lahore, which hinders natural cleansing mechanisms like rainfall that typically help remove pollutants from the atmosphere.

Material and Methods:

This research relies on secondary data sources, including Sentinel 2 imagery, to analyze urban expansion and moisture levels in the city. Traffic control data has been used to pinpoint areas with high traffic congestion, while elevated air pollution levels have been overlaid with hospital locations, marked using Google Earth data. This comprehensive approach aims to mitigate smog's impact in Lahore by identifying areas most in need of smog-cutting towers.

Results and Discussion:

The research methodology focused on key parameters such as urban expansion, traffic choke points, vulnerable populations in hospitals, and the overall moisture index, which highlights the city’s capacity to retain moisture. The analysis identified major congestion areas, including Garhi Shahu, McLeod Road, Mughalpura, and Shahdara, as significant sources of pollution. The NDMI further confirmed limited water availability, exacerbating smog retention. To address these challenges, the strategic placement of four smog-cutting towers within a 5 km range in Lower Mall Road, Thokar Niaz Baig, Mughalpura, and Model Town has been recommended. These locations, characterized by high traffic congestion, elevated air pollution levels, and significant urban development, present a targeted approach to reducing smog in Lahore.

Concluding Remarks:

The identified locations in Lahore—Lower Mall Road, Thokar Niaz Baig, Mughalpura, and Model Town—are crucial for the effective mitigation of smog. The strategic placement of at least four smog-cutting towers within these areas will significantly influence the rate of smog production, retention, and impact, given the high traffic congestion, elevated pollution levels, and substantial urban development in these regions.

References

H. Jaml Jumaah, M. Adnan Dawood, and S. Mahmood, “Estimating Chemical Concentrations of Dust PM2.5 in Iraq: A Climatic Perspective Using Polynomial Model and Remote Sensing Technology,” J. Atmos. Sci. Res., vol. 7, no. 3, pp. 44–56, 2024, doi: 10.30564/jasr.v7i3.6381.

R. Riaz and K. Hamid, “Existing Smog in Lahore, Pakistan: An Alarming Public Health Concern,” Cureus, vol. 10, no. 1, Jan. 2018, doi: 10.7759/CUREUS.2111.

S. Mahmood, A. Ali, and H. J. Jumaah, “Geo-visualizing the hotspots of smog-induced health effects in district Gujranwala, Pakistan: a community perspective,” Environ. Monit. Assess., vol. 196, no. 5, pp. 1–14, May 2024, doi: 10.1007/S10661-024-12619-W/METRICS.

H. S. Yousaf et al., “A comparative assessment of air pollutants of smog in wagah border and other sites in Lahore, Pakistan,” Brazilian J. Biol., vol. 84, pp. 1–11, 2024, doi: 10.1590/1519-6984.252471.

P. F. Wei Hu, Dandan Liu, Sihui Su, Lujie Ren, Hong Ren, Lianfang Wei, Siyao Yue, Qiaorong Xie, Zhimin Zhang, Zihan Wang, Ning Yang, Libin Wu, Junjun Deng, Yulin Qi, “Photochemical Degradation of Organic Matter in the Atmosphere,” 2021, [Online]. Available: https://onlinelibrary.wiley.com/doi/epdf/10.1002/adsu.202100027

I. M. Zikirillo, S., & Ataboyev, “Air Pollution and control engineering and technology.,” Proc. Int. Conf. Mod. Sci. Sci. Stud., vol. 2, no. 5, pp. 155–159, [Online]. Available: https://econferenceseries.com/index.php/icmsss/index

S. M. Ali Mushtaq, “Analyzing the Impact of Smog on Human Health in District Lahore, Pakistan,” Int. J. Innov. Sci. Technol., vol. 6, no. 6, pp. 565–576, 2024.

I. Naureen et al., “Potential Impact of Smog on Human Health,” Haya Saudi J. Life Sci., vol. 7, no. 3, pp. 78–84, 2022, doi: 10.36348/sjls.2022.v07i03.002.

“Analyzing the Contribution of Transportation in Formation of Smog in District Lahore, Pakistan | International Journal of Innovations in Science & Technology.” Accessed: Aug. 22, 2024. [Online]. Available: https://journal.50sea.com/index.php/IJIST/article/view/965

A. Ontawong, S. Saokaew, B. Jamroendararasame, and A. Duangjai, “Impact of long-term exposure wildfire smog on respiratory health outcomes,” Expert Rev. Respir. Med., vol. 14, no. 5, pp. 527–531, 2020, doi: 10.1080/17476348.2020.1740089.

M. Ahmad and S. Mahmood, “Exploring the Impact of Land Cover Changes on Genesis of Smog in District Lahore , Pakistan,” no. June, pp. 577–590, 2024.

X. Xu, H. Yang, and C. Li, “Theoretical Model and Actual Characteristics of Air Pollution Affecting Health Cost: A Review,” Int. J. Environ. Res. Public Health, vol. 19, no. 6, 2022, doi: 10.3390/ijerph19063532.

S. Liu et al., “Long-term exposure to ozone and cardiovascular mortality in a large Chinese cohort,” Environ. Int., vol. 165, p. 107280, Jul. 2022, doi: 10.1016/J.ENVINT.2022.107280.

A. Mehmood, M. Naeem, and Ata-Ul-Mohsin, “Seasonal Occurrence and Abundance of Mosquitoes in Pothwar Plateau,” Pak. J. Zool., vol. 54, no. 3, pp. 1163–1169, 2022, doi: 10.17582/journal.pjz/20180715070731.

H. S. Yousaf et al., “A comparative assessment of air pollutants of smog in wagah border and other sites in Lahore, Pakistan,” Braz. J. Biol., vol. 84, 2021, doi: 10.1590/1519-6984.252471.

T. Rasheed, S. Shafi, J. Ali, F. Sher, K. Rizwan, and S. Khan, “Recent advances in chemically and biologically synthesized nanostructures for colorimetric detection of heavy metal,” J. King Saud Univ. - Sci., vol. 34, no. 2, p. 101745, Feb. 2022, doi: 10.1016/J.JKSUS.2021.101745.

S. M. M. & S. Shakeel Mahmood, Rehana Ghulam, “Hotspot analysis of urban crimes in Data Ganj Bakhsh Town, Lahore, Pakistan,” 2022, [Online]. Available: https://link.springer.com/article/10.1057/s41300-022-00163-z

I. Shahid et al., “Carbon based sensors for air quality monitoring networks; middle east perspective,” Front. Chem., vol. 12, no. May, pp. 1–11, 2024, doi: 10.3389/fchem.2024.1391409.

C. J. Coleman, R. A. Yeager, Z. A. Pond, D. W. Riggs, A. Bhatnagar, and C. Arden Pope, “Mortality risk associated with greenness, air pollution, and physical activity in a representative U.S. cohort,” Sci. Total Environ., vol. 824, p. 153848, Jun. 2022, doi: 10.1016/J.SCITOTENV.2022.153848.

M. Kuntic, I. Kuntic, Omar Hahad, J. Lelieveld, T. M. A, and A. Daiber, “Impact of air pollution on cardiovascular aging”, [Online]. Available: https://www.sciencedirect.com/science/article/pii/S0047637423000830?via%3Dihub

H. Boogaard et al., “Long-term exposure to traffic-related air pollution and selected health outcomes: A systematic review and meta-analysis,” Environ. Int., vol. 164, p. 107262, Jun. 2022, doi: 10.1016/J.ENVINT.2022.107262.

D. Kim et al., “Major Bloodstream Infection-Causing Bacterial Pathogens and Their Antimicrobial Resistance in South Korea, 2017–2019: Phase I Report From Kor-GLASS,” Front. Microbiol., vol. 12, p. 799084, Jan. 2022, doi: 10.3389/FMICB.2021.799084/BIBTEX.

S. B. & A. K. G. Anjali Barwal, “Disaster Preparedness and Emergency Response for Air Pollution and Related Health Extremes,” 2022, [Online]. Available: https://link.springer.com/chapter/10.1007/978-981-16-7727-4_14

L. A. Owusu, “The impact of gated communities’ developments on the quality of life of local residents in periurban areas: a case of Accra city,” Geo-Information Sci. Earth Obs., 2021.

A. Tariq, “Modeling Spatio-temporal Assessment of Land Use Land Cover of Lahore and its impact on Land surface Temperature Using Multi-Spectral Remote Sensing Data,” May 2022, doi: 10.21203/RS.3.RS-1587266/V1.

P. L. Carmelo Alonso, R. M. Benito, and and A. M. Tarquis, “CORRELATION BETWEEN VEGETATION INDEX AND SOIL MOISTURE INDEX USING SENTINEL-2”, [Online]. Available: https://zonanosaturada.com/wp-content/uploads/2019/11/075-080_Tarquis.pdf

D. J. Weiss et al., “Global maps of travel time to healthcare facilities,” Nat. Med., vol. 26, no. 12, pp. 1835–1838, 2020, doi: 10.1038/s41591-020-1059-1.

S. Feng et al., “Quantification of the environmental impacts of highway construction using remote sensing approach,” Remote Sens., vol. 13, no. 7, pp. 1–19, 2021, doi: 10.3390/rs13071340.

Y. Cui et al., “Continued Increases of Gross Primary Production in Urban Areas during 2000–2016,” J. Remote Sens., vol. 2022, 2022, doi: 10.34133/2022/9868564.

G. Begum, J. Q. Gao, M. H. Song, W. Xue, and F. H. Yu, “Corrigendum to ‘Direct and legacy effects of genotypic diversity on population performance of Hydrocotyle vulgaris’ [Ecol. Indic. 144 (2022) 109570],” Ecol. Indic., vol. 146, p. 109667, Feb. 2023, doi: 10.1016/J.ECOLIND.2022.109667.

M. Ali, I. Siddique, and S. Abbas, “Characterizing Air Pollution and Its Association with Emission Sources in Lahore: A Guide to Adaptation Action Plans to Control Pollution and Smog,” Appl. Sci., vol. 12, no. 10, 2022, doi: 10.3390/app12105102.

S. Habib, W., & Mahmood, “Assessing Urban Resilience in Lahore, Pakistan: A Geospatial Multi-Criteria Approach,” Master’s Thesis Submitt. to Dep. Geogr. Gov. Coll. Univ. Lahore, 2023.

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Published

2024-07-12

How to Cite

Noor, S., Mahmood, S., & Habib, W. (2024). Site Suitability Analysis of Smog Cutting Towers in District Lahore, Pakistan. International Journal of Innovations in Science & Technology, 6(6), 701–713. Retrieved from https://journal.50sea.com/index.php/IJIST/article/view/997

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