IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i24p16357-d996226.html

Using the Sentinel-3B Satellite in Geospatial Analysis of Suspended Aerosols in the Kiev, Ukraine Region

Author

Listed:
  • Alcindo Neckel

    (ATITUS Educação, Passo Fundo 99070-220, Brazil)

  • M. Santosh

    (School of Earth Sciences and Resources, China University of Geosciences Beijing, Beijing 100083, China
    Department of Earth Science, University of Adelaide, Adelaide, SA 5005, Australia)

  • Brian William Bodah

    (ATITUS Educação, Passo Fundo 99070-220, Brazil
    Thaines and Bodah Center for Education and Development, 203 Merinda Drive, Selah, WA 98942, USA
    Yakima Valley College, Workforce Education & Applied Baccalaureate Programs, South 16th Avenue & Nob Hill Boulevard, Yakima, WA 98902, USA)

  • Laércio Stolfo Maculan

    (ATITUS Educação, Passo Fundo 99070-220, Brazil)

  • Diana Pinto

    (Department of Civil and Environmental Engineering, Universidad de la Costa, CUC, Calle 58 # 55–66, Barranquilla 080002, Colombia)

  • Cleiton Korcelski

    (ATITUS Educação, Passo Fundo 99070-220, Brazil)

  • Paloma Carollo Toscan

    (ATITUS Educação, Passo Fundo 99070-220, Brazil)

  • Laura Pasa Cambrussi

    (ATITUS Educação, Passo Fundo 99070-220, Brazil)

  • Isadora Cezar Caino

    (ATITUS Educação, Passo Fundo 99070-220, Brazil)

  • Leila Dal Moro

    (ATITUS Educação, Passo Fundo 99070-220, Brazil)

  • Dirceu Piccinato Junior

    (ATITUS Educação, Passo Fundo 99070-220, Brazil)

  • Grace Tibério Cardoso

    (ATITUS Educação, Passo Fundo 99070-220, Brazil)

  • Caliane Christie Oliveira de Almeida Silva

    (ATITUS Educação, Passo Fundo 99070-220, Brazil)

  • Giana de Vargas Mores

    (ATITUS Educação, Passo Fundo 99070-220, Brazil)

Abstract

The use of images from the Sentinel-3B SYN satellite (surface reflectance and aerosol parameters over land) is currently one of the most advanced technologies utilized to identify atmospheric aerosol concentrations on a global scale. The general aim of this study is to analyze the evolution of aerosols in the atmosphere of the Kiev region in northern Ukraine during 2019, 2020, 2021 and 2022. Due to this study’s timing, both prior to and during the current military incursion into Ukraine, this study also evaluates the consequences of the invasion of the Russian army on the territory of Ukraine, in relation to the quantitative levels of aerosols present in the atmosphere. Satellite image data were modelled in SNAP software (Sentinel Application Platform). Using the JASP software (version 0.14.1.0), clusters with variations of T550 (Aerosol Optical Thickness) were generated. The Sentinel-3B SYN satellite images were made available by the European Space Agency (ESA), with moderate spatial resolution (>300 m), calibrated and normalized to an average standard of 0.83 µg/mg, with a maximum error of 6.62% in the 30 sampled points. Satellite image data were modelled in SNAP software. Using the JASP software (version 0.14.1.0), clusters with variations of T550 (Aerosol Optical Thickness) were generated. The results show variations in the concentration of T550 in different periods, revealing that the military conflict between Russia and Ukraine directly influenced the dynamics of aerosol concentration, attributed to factors incompatible with environmental sustainability.

Suggested Citation

  • Alcindo Neckel & M. Santosh & Brian William Bodah & Laércio Stolfo Maculan & Diana Pinto & Cleiton Korcelski & Paloma Carollo Toscan & Laura Pasa Cambrussi & Isadora Cezar Caino & Leila Dal Moro & Dir, 2022. "Using the Sentinel-3B Satellite in Geospatial Analysis of Suspended Aerosols in the Kiev, Ukraine Region," Sustainability, MDPI, vol. 14(24), pages 1-14, December.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:24:p:16357-:d:996226
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/24/16357/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/14/24/16357/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Moustafa, Kassem & Hu, Zhen & Mourelatos, Zissimos P. & Baseski, Igor & Majcher, Monica, 2021. "System reliability analysis using component-level and system-level accelerated life testing," Reliability Engineering and System Safety, Elsevier, vol. 214(C).
    2. Adekoya, Oluwasegun B. & Oliyide, Johnson A. & Yaya, OlaOluwa S. & Al-Faryan, Mamdouh Abdulaziz Saleh, 2022. "Does oil connect differently with prominent assets during war? Analysis of intra-day data during the Russia-Ukraine saga," Resources Policy, Elsevier, vol. 77(C).
    3. Lo, Gaye-Del & Marcelin, Isaac & Bassène, Théophile & Sène, Babacar, 2022. "The Russo-Ukrainian war and financial markets: the role of dependence on Russian commodities," Finance Research Letters, Elsevier, vol. 50(C).
    4. Umar, Muhammad & Riaz, Yasir & Yousaf, Imran, 2022. "Impact of Russian-Ukraine war on clean energy, conventional energy, and metal markets: Evidence from event study approach," Resources Policy, Elsevier, vol. 79(C).
    5. Bougias, Alexandros & Episcopos, Athanasios & Leledakis, George N., 2022. "Valuation of European firms during the Russia–Ukraine war," Economics Letters, Elsevier, vol. 218(C).
    6. Cuixia Yan & Lucang Wang & Qing Zhang, 2021. "Study on Coupled Relationship between Urban Air Quality and Land Use in Lanzhou, China," Sustainability, MDPI, vol. 13(14), pages 1-21, July.
    7. Leila Dal Moro & Laércio Stolfo Maculan & Dieisson Pivoto & Grace Tibério Cardoso & Diana Pinto & Bashir Adelodun & Brian William Bodah & M. Santosh & Marluse Guedes Bortoluzzi & Elisiane Branco & Alc, 2022. "Geospatial Analysis with Landsat Series and Sentinel-3B OLCI Satellites to Assess Changes in Land Use and Water Quality over Time in Brazil," Sustainability, MDPI, vol. 14(15), pages 1-17, August.
    8. Jianyong Dong & Xiaohong Wang & Jinlong Li & Chenxi Hao & Linlin Jiao, 2022. "The Spatial-Temporal Differentiation of Aerosol Optical Properties and Types in the Beijing–Tianjin–Hebei Region Based on the Ecological Functional Zones," Sustainability, MDPI, vol. 14(19), pages 1-14, October.
    Full references (including those not matched with items on IDEAS)

    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. Al-Nassar, Nassar S. & Assaf, Rima & Chaibi, Anis & Makram, Beljid, 2024. "The nexus between mineral, renewable commodities, and regional stock sectors during health and military crises," Resources Policy, Elsevier, vol. 96(C).
    2. Chishti, Muhammad Zubair & Khalid, Ali Awais & Sana, Moniba, 2023. "Conflict vs sustainability of global energy, agricultural and metal markets: A lesson from Ukraine-Russia war," Resources Policy, Elsevier, vol. 84(C).
    3. Liu, Wei & Chen, Xiao & Zhang, Jihong, 2023. "The Russia-Ukraine conflict and the automotive energy transition: Empirical evidence from China," Energy, Elsevier, vol. 284(C).
    4. Adekoya, Oluwasegun B. & Asl, Mahdi Ghaemi & Oliyide, Johnson A. & Izadi, Parviz, 2023. "Multifractality and cross-correlation between the crude oil and the European and non-European stock markets during the Russia-Ukraine war," Resources Policy, Elsevier, vol. 80(C).
    5. Abakah, Emmanuel Joel Aikins & Abdullah, Mohammad & Yousaf, Imran & Kumar Tiwari, Aviral & Li, Yanshuang, 2024. "Economic sanctions sentiment and global stock markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    6. Marta Anita Karaś & Michał Boda, 2024. "Stabilność i wyniki finansowe banków w krajach Europy graniczących z konfliktem militarnym w Ukrainie," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 2, pages 64-111.
    7. Małgorzata Tarczynska-Luniewska & Iwona Bak & Uma Shankar Singh & Guru Ashish Singh, 2022. "Economic Crisis Impact Assessment and Risk Exposure Evaluation of Selected Energy Sector Companies from Bombay Stock Exchange," Energies, MDPI, vol. 15(22), pages 1-25, November.
    8. Silva, Thiago Christiano & Wilhelm, Paulo Victor Berri & Tabak, Benjamin Miranda, 2023. "Trade matters except to war neighbors: The international stock market reaction to 2022 Russia’s invasion of Ukraine," Research in International Business and Finance, Elsevier, vol. 65(C).
    9. Karamti, Chiraz & Jeribi, Ahmed, 2023. "Stock markets from COVID-19 to the Russia–Ukraine crisis: Structural breaks in interactive effects panels," The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
    10. Karkowska, Renata & Urjasz, Szczepan, 2023. "How does the Russian-Ukrainian war change connectedness and hedging opportunities? Comparison between dirty and clean energy markets versus global stock indices," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 85(C).
    11. Mariem Bouzguenda & Anis Jarboui, 2025. "Quantile connectivity between cryptocurrency, commodities, gold and BRICS index: what is the best investment strategy?," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 15(1), pages 125-161, March.
    12. Zhang, Dongyang & Wang, Cao & Wang, Yizhi, 2024. "Unveiling the critical nexus: Volatility of crude oil future prices and trade partner’s cash holding behavior in the face of the Russia–Ukraine conflict," Energy Economics, Elsevier, vol. 132(C).
    13. Aizenman, Joshua & Lindahl, Robert & Stenvall, David & Uddin, Gazi Salah, 2024. "Geopolitical shocks and commodity market dynamics: New evidence from the Russia-Ukraine conflict," European Journal of Political Economy, Elsevier, vol. 85(C).
    14. Shroff, Sumita & Agrawal, Nidhi & Paliwal, Udai Lal & Yadav, Miklesh Prasad, 2025. "How do selected asset classes react to sudden shocks? Evidence from Israel-Hamas conflict using Event Study approach," Research in International Business and Finance, Elsevier, vol. 75(C).
    15. Whelsy Boungou & Alhonita Yatié, 2024. "Uncertainty, stock and commodity prices during the Ukraine-Russia war ," Post-Print hal-04746052, HAL.
    16. Khurshid, Adnan & Chen, Yufeng & Rauf, Abdur & Khan, Khalid, 2023. "Critical metals in uncertainty: How Russia-Ukraine conflict drives their prices?," Resources Policy, Elsevier, vol. 85(PB).
    17. Pandey, Dharen Kumar & Assaf, Rima & Rai, Varun Kumar, 2023. "Did the Indian stock market sail the Russia-Ukraine storm safely?," The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
    18. Naeem, Muhammad Abubakr & Husain, Afzol & Bossman, Ahmed & Karim, Sitara, 2024. "Assessing the linkage of energy cryptocurrency with clean and dirty energy markets," Energy Economics, Elsevier, vol. 130(C).
    19. Roy, Archi & Soni, Anchal & Deb, Soudeep, 2023. "A wavelet-based methodology to compare the impact of pandemic versus Russia–Ukraine conflict on crude oil sector and its interconnectedness with other energy and non-energy markets," Energy Economics, Elsevier, vol. 124(C).
    20. Blasco, Natividad & Casas, Luis & Ferreruela, Sandra, 2024. "Does war spread the herding effect in stock markets? Evidence from emerging and developed markets during the Russia-Ukraine war," Finance Research Letters, Elsevier, vol. 63(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:24:p:16357-:d:996226. 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.