IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i13p7922-d851349.html
   My bibliography  Save this article

Impact of COVID-19 Lockdown on Vegetation Indices and Heat Island Effect: A Remote Sensing Study of Dhaka City, Bangladesh

Author

Listed:
  • Mizbah Ahmed Sresto

    (Department of Urban and Regional Planning, Khulna University of Engineering and Technology, Khulna 9203, Bangladesh)

  • Md. Manjur Morshed

    (Department of Urban and Regional Planning, Khulna University of Engineering and Technology, Khulna 9203, Bangladesh)

  • Sharmin Siddika

    (Department of Urban and Regional Planning, Khulna University of Engineering and Technology, Khulna 9203, Bangladesh)

  • Hussein Almohamad

    (Department of Geography, College of Arabic Language and Social Studies, Qassim University, Buraydah 51452, Saudi Arabia)

  • Motrih Al-Mutiry

    (Department of Geography, College of Arts, Princess Nourah bint Abdulrahman University, Riyadh 11671, Saudi Arabia)

  • Hazem Ghassan Abdo

    (Geography Department, Faculty of Arts and Humanities, University of Tartous, Tartous 2147, Syria
    Geography Department, Faculty of Arts and Humanities, University of Damascus, Damascus 30621, Syria
    Geography Department, Faculty of Arts and Humanities, University of Tishreen, Latakia 30621, Syria)

Abstract

It is predicted that the COVID-19 lockdown decreased environmental pollutants and, hence, urban heat island. Using the hypothesis as a guide, the objective of this research is to observe the change in vegetation pattern and heat-island effect zones in Dhaka, Bangladesh, before and after COVID-19 lockdown in relation to different forms of land use and land cover. Landsat-8 images were gathered to determine the vegetation pattern and the heat island zones. The normalized difference vegetation index (NDVI) and the modified soil-adjusted vegetation index (MSAVI12) were derived for analyzing the vegetation pattern. According to the results of the NDVI, after one month of lockdown, the health of the vegetation improved. In the context of the MSAVI12, the highest MSAVI12 coverages in March of 2019, 2020, and 2021 (0.45 to 0.70) were 22.15%, 21.8%, and 20.4%, respectively. In May 2019, 2020, and 2021, dense MSAVI12 values accounted for 23.8%, 25.5%, and 18.4%, respectively. At the beginning of lockdown, the calculated LST for March 2020 was higher than March 2019 and March 2021. However, after more than a month of lockdown, the LST reduced (in May 2020). After the lockdown in May 2020, the highest UHI values ranging from 3.80 to 5.00 covered smaller land-cover regions and reduced from 22.5% to 19.13%. After the end of the lockdown period, however, industries, markets, and transportation resumed, resulting in the expansion of heat island zones. In conclusion, strong negative correlations were observed between the LST and vegetation indices. The methodology of this research has potential for scholarly and practical implications. Secondly, urban policymakers can use the methodology of this paper for the low-cost monitoring of urban heat island zones, and thus take appropriate spatial counter measures.

Suggested Citation

  • Mizbah Ahmed Sresto & Md. Manjur Morshed & Sharmin Siddika & Hussein Almohamad & Motrih Al-Mutiry & Hazem Ghassan Abdo, 2022. "Impact of COVID-19 Lockdown on Vegetation Indices and Heat Island Effect: A Remote Sensing Study of Dhaka City, Bangladesh," Sustainability, MDPI, vol. 14(13), pages 1-23, June.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:13:p:7922-:d:851349
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/13/7922/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/13/7922/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Bassim Mohammed Hashim & Ali Al Maliki & Maitham A. Sultan & Shamsuddin Shahid & Zaher Mundher Yaseen, 2022. "Effect of land use land cover changes on land surface temperature during 1984–2020: a case study of Baghdad city using landsat image," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 112(2), pages 1223-1246, June.
    2. Mehdi Bokaie & Aliakbar Shamsipour & Padideh Khatibi & Ali Hosseini, 2019. "Seasonal monitoring of urban heat island using multi-temporal Landsat and MODIS images in Tehran," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 23(2), pages 269-285, April.
    3. Gabriele Manoli & Simone Fatichi & Markus Schläpfer & Kailiang Yu & Thomas W. Crowther & Naika Meili & Paolo Burlando & Gabriel G. Katul & Elie Bou-Zeid, 2019. "Magnitude of urban heat islands largely explained by climate and population," Nature, Nature, vol. 573(7772), pages 55-60, September.
    4. Suvamoy Pramanik & Milap Punia, 2020. "Land use/land cover change and surface urban heat island intensity: source–sink landscape-based study in Delhi, India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(8), pages 7331-7356, December.
    5. Rubaiya Binte Mostafiz & Ryozo Noguchi & Tofael Ahamed, 2021. "Agricultural Land Suitability Assessment Using Satellite Remote Sensing-Derived Soil-Vegetation Indices," Land, MDPI, vol. 10(2), pages 1-26, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xiamei Yao & Yuanyuan Chen & Qingyi Zhang & Zhongqiong Mou & Xiaojie Yao & Chun Ou, 2022. "Assessment of the Urban Expansion and Its Impact on the Eco-Environment—A Case Study of Hefei Municipal Area," Sustainability, MDPI, vol. 14(17), pages 1-19, August.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wan Ting Katty Huang & Pierre Masselot & Elie Bou-Zeid & Simone Fatichi & Athanasios Paschalis & Ting Sun & Antonio Gasparrini & Gabriele Manoli, 2023. "Economic valuation of temperature-related mortality attributed to urban heat islands in European cities," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    2. Wafaa Majeed Mutashar Al-Hameedi & Jie Chen & Cheechouyang Faichia & Biswajit Nath & Bazel Al-Shaibah & Ali Al-Aizari, 2022. "Geospatial Analysis of Land Use/Cover Change and Land Surface Temperature for Landscape Risk Pattern Change Evaluation of Baghdad City, Iraq, Using CA–Markov and ANN Models," Sustainability, MDPI, vol. 14(14), pages 1-31, July.
    3. Marcin K. Widomski & Anna Musz-Pomorska & Justyna Gołębiowska, 2023. "Hydrologic Effectiveness and Economic Efficiency of Green Architecture in Selected Urbanized Catchment," Land, MDPI, vol. 12(7), pages 1-19, June.
    4. He, J.Y. & Chan, P.W. & Li, Q.S. & Huang, Tao & Yim, Steve Hung Lam, 2024. "Assessment of urban wind energy resource in Hong Kong based on multi-instrument observations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 191(C).
    5. Eric J. Chaisson, 2022. "Energy Budgets of Evolving Nations and Their Growing Cities," Energies, MDPI, vol. 15(21), pages 1-50, November.
    6. Yuxiang Li & Jens-Christian Svenning & Weiqi Zhou & Kai Zhu & Jesse F. Abrams & Timothy M. Lenton & William J. Ripple & Zhaowu Yu & Shuqing N. Teng & Robert R. Dunn & Chi Xu, 2024. "Green spaces provide substantial but unequal urban cooling globally," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    7. Minkyung Park & Heechul Kim, 2023. "Interaction of Urban Configuration, Temperature, and De Facto Population in Seoul, Republic of Korea: Insights from Two-Stage Least-Squares Regression Using S-DoT Data," Land, MDPI, vol. 12(12), pages 1-22, November.
    8. George M. Stavrakakis & Dimitris A. Katsaprakakis & Konstantinos Braimakis, 2023. "A Computational Fluid Dynamics Modelling Approach for the Numerical Verification of the Bioclimatic Design of a Public Urban Area in Greece," Sustainability, MDPI, vol. 15(15), pages 1-27, July.
    9. Antonio Ligsay & Olivier Telle & Richard Paul, 2021. "Challenges to Mitigating the Urban Health Burden of Mosquito-Borne Diseases in the Face of Climate Change," IJERPH, MDPI, vol. 18(9), pages 1-12, May.
    10. Zhishan Ma & Susu Zhang & Sidong Zhao, 2021. "Study on the Spatial Pattern of Migration Population in Egypt and Its Flow Field Characteristics from the Perspective of “Source-Flow-Sink”," Sustainability, MDPI, vol. 13(1), pages 1-27, January.
    11. Aerzuna Abulimiti & Yongqiang Liu & Lianmei Yang & Abuduwaili Abulikemu & Yusuyunjiang Mamitimin & Shuai Yuan & Reifat Enwer & Zhiyi Li & Abidan Abuduaini & Zulipina Kadier, 2024. "Urbanization Effect on Changes in Extreme Climate Events in Urumqi, China, from 1976 to 2018," Land, MDPI, vol. 13(3), pages 1-25, February.
    12. Qiu, Lihua & He, Li & Kang, Yu & Liang, Dongzhe, 2022. "Assessment of the potential of enhanced geothermal systems in Asia under the impact of global warming," Renewable Energy, Elsevier, vol. 194(C), pages 636-646.
    13. Sabrina Katharina Beckmann & Michael Hiete & Michael Schneider & Christoph Beck, 2021. "Heat adaptation measures in private households: an application and adaptation of the protective action decision model," Palgrave Communications, Palgrave Macmillan, vol. 8(1), pages 1-12, December.
    14. Conghong Huang & Yan Tang & Yiyang Wu & Yu Tao & Muwu Xu & Nan Xu & Mingze Li & Xiaodan Liu & Henghui Xi & Weixin Ou, 2024. "Assessing Long-Term Thermal Environment Change with Landsat Time-Series Data in a Rapidly Urbanizing City in China," Land, MDPI, vol. 13(2), pages 1-15, February.
    15. Gupta, Rupesh Kumar, 2024. "Identifying Urban Hotspots and Cold Spots in Delhi Using the Biophysical Landscape Framework," Ecology, Economy and Society - the INSEE Journal, Indian Society of Ecological Economics (INSEE), vol. 7(01), July.
    16. Yang, Chen & Zhao, Shuqing, 2022. "Urban vertical profiles of three most urbanized Chinese cities and the spatial coupling with horizontal urban expansion," Land Use Policy, Elsevier, vol. 113(C).
    17. Huang, Xinjie & Song, Jiyun & Wang, Chenghao & Chan, Pak Wai, 2022. "Realistic representation of city street-level human thermal stress via a new urban climate-human coupling system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 169(C).
    18. Sepideh Barzaman & Aliakbar Shamsipour & Tobia Lakes & Abdollah Faraji, 2022. "Indicators of urban climate resilience (case study: Varamin, Iran)," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 112(1), pages 119-143, May.
    19. Taher Safarrad & Mostafa Ghadami & Andreas Dittmann, 2022. "Effects of COVID-19 Restriction Policies on Urban Heat Islands in Some European Cities: Berlin, London, Paris, Madrid, and Frankfurt," IJERPH, MDPI, vol. 19(11), pages 1-25, May.
    20. Huawei Li & Sandor Jombach & Guohang Tian & Yuanzheng Li & Handong Meng, 2022. "Characterizing Temporal Dynamics of Urban Heat Island in a Rapidly Expanding City: A 39 Years Study in Zhengzhou, China," Land, MDPI, vol. 11(10), pages 1-18, October.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:14:y:2022:i:13:p:7922-:d:851349. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.