Evaluating the COVID-19 Lockdown’s Effects on Land Surface Temperature, NO2, and O3 in the Erbil City, Kurdistan Region of Iraq
Abstract
Humans’ lifestyles were radically changed after the 2020 COVID-19 epidemic. To mitigate the effects of the disease, most countries have implemented lockout systems. This research aims to provide some recommendations for long-term, sustainable environmental management by analyzing how the COVID-19 lockdown affected nitrogen dioxide (NO2), Ozone (O3), the land surface temperature (LST), and the normalized difference vegetation index (NDVI). Sentinel Hub data and LANDSAT 8 satellite imagery from 2017 to 2022 were used to create land use land cover (LULC), NDVI, and LST maps. Digital thematic maps of NO2 and O3 with figures that demonstrate the correlation between NDVI-LST and LULC-LST were derived using Arc geographic information system 10.8. The spatial analysis showed that LST and LULC are noticeably correlated, in addition to an inverse proportion between NDVI and LST, as well as between NO2 and O3. The lockdown in Erbil drastically decreased NO2 emissions by 54.5% and improved O3 levels by 7.6%. While the NDVI and O3 levels have increased significantly, the LST and NO2 levels have declined considerably due to the shutdown of all industrial and transportation activities during the lockdown. Although COVID-19 caused a lot of damage, the lockdown contributed to healthier conditions of the environment.
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References
S. Guha and H. Govil. COVID-19 lockdown effect on land surface temperature and normalized difference vegetation index. Geomatics, Natural Hazards and Risk, vol. 12, no. 1, pp. 1082-1100, 2021.
H. Bherwani, M. Nair, K. Musugu, S. Gautam, A. Gupta, A. Kapley and R. Kumar. Valuation of air pollution externalities: Comparative assessment of economic damage and emission reduction under COVID-19 lockdown. Air Quality, Atmosphere and Health, vol. 13, pp. 683-694, 2020.
S. Gautam and L. Hens. COVID-19: Impact by and on the environment, health and economy. Environment, Development and Sustainability, vol. 22, no. 6, pp. 4953-4954, 2020.
H. W. Long and W. J. Feng. Research Report on Companies’ Survival and Development Strategy During A Novel Coronavirus Epidemic. UIBE Press, Beijing, 2020.
A. Sharifi and A. R. Khavarian-Garmsir. The COVID-19 pandemic: Impacts on cities and major lessons for urban planning, design, and management. Science of the Total Environment, vol. 749, p. 142391, 2020.
Q. Wang and M. Su. Drivers of decoupling economic growth from carbon emission-an empirical analysis of 192 countries using decoupling model and decomposition method. Environmental Impact Assessment Review, vol. 81, p. 106356, 2020.
C. Huang, Y. Wang, X. Li, L. Ren, J. Zhao, Y. Hu, L. Zhang, G. Fan, J. Xu, X. Gu, Z. Cheng, T. Yu, J. Xia, Y. Wei, W. Wu, X. Xie, W. Yin, H. Li, M. Liu, Y. Xiao, H. Gao, L. G, J. Xie, G. Wang, R. J, Z. Gao, Q. Jin, J. Wang and B. Cao. Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. Lancet, vol. 395, no. 10223, pp. 497-506, 2020.
X. Huang, A. Ding, J. Gao, B. Zheng, D. Zhou, X. Qi, R. Tang,J. Wang, C. Ren, W. Nie, X. Chi, Z. Xu, L. Chen, Y. Li, F. Che, N. Pang, H. Wang, D. Tong, W. Qin, W. Cheng, W. Liu, Q. Fu, B. Liu, F. Chai, S. J. Davis, Q. Zhang and K. He. Enhanced secondary pollution offset reduction of primary emissions during COVID-19 lockdown in China. National Science Review, vol. 8, no. 2, p. nwaa137, 2021.
N. Zhu, D. Zhang, W. Wang, X. Li, B. Yang, J. Song, X. Zhao, B. Huang, W. Shi, R. Lu, P. Niu, F. Zhan, X. Ma, D. Wang, W. Xu, G. Wu, G. F. Gao and W. Tan. A novel coronavirus from patients with pneumonia in China, 2019. New England Journal of Medicine, vol. 382, no. 8, pp. 727-733, 2020.
A. Wilder-Smith and D. O. Freedman. Isolation, quarantine, social distancing and community containment: Pivotal role for old-style public health measures in the novel coronavirus (2019-nCoV) outbreak. Journal of Travel Medicine, vol. 27, p. taaa020,2020.
World Health Organization. Available from: https://www.who.int [Last accessed on 2023 Mar 07].
B. M. Hashim, S. K. Al-Naseri, A. Al Maliki, Z. Sa’adi, A. Malik and Z. M. Yaseen. On the investigation of COVID-19 lockdown influence on air pollution concentration: Regional investigation over Eighteen provinces in Iraq. Environmental Science and Pollution Research, vol. 28, no. 36, pp. 50344-50362, 2021.
N. Hussein. The impact of COVID-19 pandemic on the elimination of viral hepatitis in Duhok City, Kurdistan Region of Iraq. Hepatitis Monthly, vol. 20, no. 5, p. e104643, 2020.
S. M. S. Zebari, Y. Galali, K. Younis, Z. Rizgar, N. Sidiq and B. Taha. Influence of the COVID-19 lockdown on the lifestyles and eating behavior of Cihan university students. Cihan University- Erbil Scientific Journal, vol. 6, no. 2, pp. 141-146, 2022.
N. R. Hussein. Possible factors associated with low case fatality rate of COVID-19 in Kurdistan Region, Iraq. Journal of Kermanshah University of Medical Sciences, vol. 24, no. 1, p. e103393, 2020.
M. Abdullah, K. Kolo, P. Aspoukeh, R. Hamad and J. R. Bailey. Time series modelling and simulating the lockdown scenarios of COVID-19 in Kurdistan Region of Iraq. The Journal of Infection in Developing Countries, vol. 15, no. 3, pp. 370-381, 2021.
N. R. Hussein. The role of self-responsible response versus lockdown approach in controlling COVID-19 pandemic in Kurdistan Region of Iraq. International Journal of Infection, vol. 7, no. 4, p. e107092, 2020.
Kurdistan Region Statistics Office. Available from: https://krso.gov.krd/en [Last accessed on 2023 Mar 07].
M. F. Bashir, B. Ma, B. Bilal, B. Komal, M. A. Bashir, D. Tan and M. Bashir. Correlation between climate indicators and COVID-19 pandemic in New York, USA. Science of The Total Environment, vol. 728, p. 138835, 2020.
B. Bera, S. Bhattacharjee, P. K. Shit, N. Sengupta and S. Saha. Significant impacts of COVID-19 lockdown on urban air pollution in Kolkata (India) and amelioration of environmental health. Environment, Development and Sustainability, vol. 23, no. 5, pp. 6913-6940, 2021.
I. Chakraborty and P. Maity. COVID-19 outbreak: Migration, effects on society, global environment and prevention. Science of the Total Environment, vol. 728, p. 138882, 2020.
V. Garg, S. P. Aggarwal, and P. Chauhan. Changes in turbidity along Ganga River using Sentinel-2 satellite data during lockdown associated with COVID-19. Geomatics, Natural Hazards and Risk, vol. 11, no. 1, pp. 1175-1195, 2020.
S. Gupta, G. S. Raghuwanshi and A. Chanda. Effect of weather on COVID-19 spread in the US: A prediction model for India in 2020. Science of the Total Environment, vol. 728, p. 138860, 2020.
I. Mandal and S. Pal. COVID-19 pandemic persuaded lockdown effects on environment over stone quarrying and crushing areas. Science of the Total Environment, vol. 732, p. 139281, 2020.
A. Mollalo, B. Vahedi and K. M. Rivera. GIS-based spatial modeling of COVID-19 incidence rate in the continental United States. Science of the Total Environment, vol. 728, p. 138884, 2020.
A. Ocal, V. M. Cvetković, H. Baytiyeh, F. M. S. Tedim and M. Zečević. Public reactions to the disaster COVID-19: A comparative study in Italy, Lebanon, Portugal, and Serbia. Geomatics, Natural Hazards and Risk, vol. 11, no. 1, pp. 1864-1885, 2020.
M. Sarkar, A. Das and S. Mukhopadhyay. Assessing the immediate impact of COVID-19 lockdown on the air quality of Kolkata and Howrah, West Bengal, India. Environment, Development and Sustainability, vol. 23, pp. 8613- 642, 2021.
P. Shi, Y. Dong, H. Yan, C. Zhao, X. Li, W. Liu, M. He, S. Tang and S. Xi. Impact of temperature on the dynamics of the COVID-19 outbreak in China. Science of the Total Environment, vol. 728, p. 138890, 2020.
A. P. Yunus, Y. Masago and Y. Hijioka. COVID-19 and surface water quality: Improved lake water quality during the lockdown. Science of The Total Environment, vol. 731, p. 139012, 2020.
Z. S. Venter, K. Aunan, S. Chowdhury and J. Lelieveld. COVID-19 lockdowns cause global air pollution declines. Proceedings of the National Academy of Sciences, vol. 117, no. 32, pp. 18984-18990, 2020.
C. Sun, Z. F. Wu, Z. Q. Lv, N. Yao and J. B. Wei. Quantifying different types of urban growth and the change dynamic in Guangzhou using multi-temporal remote sensing data. International Journal of Applied Earth Observation and Geoinformation, vol. 21, pp. 409-417, 2013.
D. Taleb and B. Abu-Hijleh. Urban heat Islands: Potential effect of organic and structured Urban configurations on temperature variations in Dubai, UAE. Renewable Energy, vol. 50, pp. 747-762, 2013.
H. R. Mohammed, M. M. Hamid and M. M. Albayati. Assessment of Urban environment before and during COVID-19 pandemic in holy cities using landsat data: A case study of Kerbala, Iraq. Iraqi Journal of Civil Engineering, vol. 15, no. 1, pp. 59-65, 2021.
S. Al-Mashhadani, Z. Al-Sharify, N. Kariem, H. Al-Moamer, M. T. Al-Sharify and N. Kaysi. The effect of covid-19 pandemic lockdown on air pollutants levels within the Baghdad International Airport area in Iraq. Research Square, 2022. DOI: 10.21203/rs.3.rs-2168517/v1.
G. Kaplan, Z. Y. Avdan and U. Avdan. Spaceborne nitrogen dioxide observations from the sentinel-5P TROPOMI over Turkey. Proceedings, vol. 18, no. 1, p. 4, 2019.
T. M. Chen, J. Gokhale, S. Shofer and W. G. Kuschner. Outdoor air pollution: Nitrogen dioxide, sulfur dioxide, and carbon monoxide health effects. The American Journal of the Medical Sciences, vol. 333, no. 4, pp. 249-256, 2007.
S. Muhammad, X. Long and M. Salman. COVID-19 pandemic and environmental pollution: A blessing in disguise? Science of the Total Environment, vol. 728, p. 138820, 2020.
F. Dentener, L. Emberson, S. Galmarini, G. Cappelli, A. Irimescu, D. Mihailescu, R. Van Dingenen and M. van den Berg. Lower air pollution during COVID-19 lock-down: Improving models and methods estimating ozone impacts on crops. Philosophical Transactions of the Royal Society A, vol. 378, no. 2183, p. 20200188, 2020.
R. I. Ibrahim, S. A. Mushatat and M. G. Abdelmonem. Erbil. Cities, vol. 49, pp. 14-25, 2015.
D. Tewabe and T. Fentahun. Assessing land use and land cover change detection using remote sensing in the Lake Tana Basin, Northwest Ethiopia. Cogent Environmental Science, vol. 6, no. 1, p. 1778998, 2020.
N. Sahani, S. K. Goswami and A. Saha. The impact of COVID-19 induced lockdown on the changes of air quality and land surface temperature in Kolkata city, India. Spatial Information Research,vol. 29, no. 4, pp. 519-534, 2021.
D. Choudhury, K. Das and A. Das. Assessment of land use land cover changes and its impact on variations of land surface temperature in Asansol-Durgapur development Region. The Egyptian Journal of Remote Sensing and Space Science, vol. 22, no. 2, pp. 203-218, 2019.
R. Madhurshan, P. A. S. Mushmika, K. V. U. I. Edirisooriya, W. C. A. Ishankha and D. L. P. M. Dauglas. Effects of COVID-19 Lockdown on LST, NDVI, LULC, and UHI: Dehiwala- Mount Lavinia Case Study. In: 2023 Moratuwa Engineering Research Conference (MERCon), 2023.
M. A. Sresto, M. M. Morshed, S. Siddika, H. Almohamad, M. Al-Mutiry and H. G. Abdo. Impact of COVID-19 lockdown on vegetation indices and heat island effect: A remote sensing study of Dhaka City, Bangladesh. Sustainability, vol. 14, p. 7922, 2022.
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