IDEAS home Printed from https://ideas.repec.org/p/hal/journl/hal-04363494.html
   My bibliography  Save this paper

SAR Satellite Imagery Reveals the Impact of the Covid-19 Crisis on Ship Frequentation in the French Mediterranean Waters

Author

Listed:
  • Ignacio Pita

    (UMR MARBEC - MARine Biodiversity Exploitation and Conservation - MARBEC - IRD - Institut de Recherche pour le Développement - IFREMER - Institut Français de Recherche pour l'Exploitation de la Mer - CNRS - Centre National de la Recherche Scientifique - UM - Université de Montpellier)

  • Raphael Seguin

    (UMR MARBEC - MARine Biodiversity Exploitation and Conservation - MARBEC - IRD - Institut de Recherche pour le Développement - IFREMER - Institut Français de Recherche pour l'Exploitation de la Mer - CNRS - Centre National de la Recherche Scientifique - UM - Université de Montpellier)

  • Yunne-Jai Shin

    (UMR MARBEC - MARine Biodiversity Exploitation and Conservation - MARBEC - IRD - Institut de Recherche pour le Développement - IFREMER - Institut Français de Recherche pour l'Exploitation de la Mer - CNRS - Centre National de la Recherche Scientifique - UM - Université de Montpellier)

  • Pauline Viguier
  • Thibault Catry

    (UMR 228 Espace-Dev, Espace pour le développement - IRD - Institut de Recherche pour le Développement - UPVD - Université de Perpignan Via Domitia - AU - Avignon Université - UR - Université de La Réunion - UNC - Université de la Nouvelle-Calédonie - UG - Université de Guyane - UA - Université des Antilles - UM - Université de Montpellier)

  • Rodolphe Devillers

    (UMR 228 Espace-Dev, Espace pour le développement - IRD - Institut de Recherche pour le Développement - UPVD - Université de Perpignan Via Domitia - AU - Avignon Université - UR - Université de La Réunion - UNC - Université de la Nouvelle-Calédonie - UG - Université de Guyane - UA - Université des Antilles - UM - Université de Montpellier)

  • David Mouillot

    (UMR MARBEC - MARine Biodiversity Exploitation and Conservation - MARBEC - IRD - Institut de Recherche pour le Développement - IFREMER - Institut Français de Recherche pour l'Exploitation de la Mer - CNRS - Centre National de la Recherche Scientifique - UM - Université de Montpellier)

Abstract

The Covid-19 pandemic is the latest example in a growing number of health, social, economic, and environmental crises humanity is facing. The multiple consequences of this pandemic crisis required strong responses from governments, including strict lockdowns. Yet, the impact of lockdowns on coastal ecosystems and maritime activities is still challenging to quantify over large spatial scales in comparison to the pre-Covid period. In this study, we used an object detection algorithm on Synthetic Aperture Radar (SAR) images acquired by the two Sentinel-1 satellites to assess the impact of the Covid-19 crisis on the presence of boats before, during and after lockdown periods in the French Mediterranean Exclusive Economic Zone. During the French most severe lockdown period (March – May 2020), we observed that ship frequentation remained at the same level from March to July 2020, instead of rising towards the summer peak like in previous years. Then, ship frequentation increased rapidly to a normal level in August 2020 when restrictions were lifted. By comparing morning and evening (7:00 am and 7:00 pm) ship frequentation during this period to pre-Covid years, we observed contrasting patterns. On the one hand, morning detections were particularly high, while on the other hand evening detections were significantly lower and less concentrated in coastal touristic waters than in previous years. Overall, we found a 9% decrease in ship frequentation between the year 2020 and the 2017-2019 period, with a maximum of 43% drop in June 2020 due to the lockdown. So, the Covid -19 crisis induced only a very short-term reduction in maritime activities but did not markedly reduce the annual ship frequentation in the French Mediterranean waters. The satellite imagery approach is an alternative method that improves our understanding of the pandemic impacts at an unprecedented spatiotemporal scale and resolution.

Suggested Citation

  • Ignacio Pita & Raphael Seguin & Yunne-Jai Shin & Pauline Viguier & Thibault Catry & Rodolphe Devillers & David Mouillot, 2022. "SAR Satellite Imagery Reveals the Impact of the Covid-19 Crisis on Ship Frequentation in the French Mediterranean Waters," Post-Print hal-04363494, HAL.
  • Handle: RePEc:hal:journl:hal-04363494
    DOI: 10.3389/fmars.2022.845419
    Note: View the original document on HAL open archive server: https://hal.science/hal-04363494v1
    as

    Download full text from publisher

    File URL: https://hal.science/hal-04363494v1/document
    Download Restriction: no

    File URL: https://libkey.io/10.3389/fmars.2022.845419?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Benjamin S. Halpern & Melanie Frazier & John Potapenko & Kenneth S. Casey & Kellee Koenig & Catherine Longo & Julia Stewart Lowndes & R. Cotton Rockwood & Elizabeth R. Selig & Kimberly A. Selkoe & Sha, 2015. "Spatial and temporal changes in cumulative human impacts on the world’s ocean," Nature Communications, Nature, vol. 6(1), pages 1-7, November.
    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. Farrah Powell & Arielle Levine & Lucia Ordonez-Gauger, 2022. "Climate adaptation in the market squid fishery: fishermen responses to past variability associated with El Niño Southern Oscillation cycles inform our understanding of adaptive capacity in the face of," Climatic Change, Springer, vol. 173(1), pages 1-21, July.
    2. Iliana Chollett & Rachel Collin & Carolina Bastidas & Aldo Cróquer & Peter M H Gayle & Eric Jordán-Dahlgren & Karen Koltes & Hazel Oxenford & Alberto Rodriguez-Ramirez & Ernesto Weil & Jahson Alemu & , 2017. "Widespread local chronic stressors in Caribbean coastal habitats," PLOS ONE, Public Library of Science, vol. 12(12), pages 1-19, December.
    3. Barros, Mónica E. & Arriagada, Ana & Arancibia, Hugo & Neira, Sergio, 2024. "Using a time-dynamic food web model to compare predation and fishing mortality in Pleuroncodes monodon (Galatheidae: Crustaceae) and other benthic and demersal resource species off central Chile," Ecological Modelling, Elsevier, vol. 487(C).
    4. Theodore P. Lianos & Anastasia Pseiridis, 2021. "Adjusting GDP for ecological deficit: the Index of Debt to the Future (IDF)," SN Business & Economics, Springer, vol. 1(3), pages 1-22, March.
    5. World Bank, 2021. "Banking on Protected Areas," World Bank Publications - Reports 35737, The World Bank Group.
    6. Juliette Jacquemont & Charles Loiseau & Luke Tornabene & Joachim Claudet, 2024. "3D ocean assessments reveal that fisheries reach deep but marine protection remains shallow," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    7. Eli D. Lazarus, 2017. "Toward a Global Classification of Coastal Anthromes," Land, MDPI, vol. 6(1), pages 1-27, February.
    8. Jernberg, Susanna & Kuosa, Harri & Boström, Christoffer & Burdon, Daryl & Haavisto, Fiia & Heiskanen, Anna-Stiina & Kiviluoto, Suvi & Kuningas, Sanna & Kunnasranta, Mervi & Uusitalo, Laura & Villnäs, , 2024. "Linking natural capital stocks with ecosystem services in the Northern Baltic Sea," Ecosystem Services, Elsevier, vol. 65(C).
    9. Jun Zhang & Junping Yan & Liang Xue & Yuanzhi Yao & Xin Shu, 2021. "Is there a regularity: the change of arable land use pattern under the influence of human activities in the Loess Plateau of China?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 7156-7175, May.
    10. Zhenyan Zhang & Qi Zhang & Bingfeng Chen & Yitian Yu & Tingzhang Wang & Nuohan Xu & Xiaoji Fan & Josep Penuelas & Zhengwei Fu & Ye Deng & Yong-Guan Zhu & Haifeng Qian, 2024. "Global biogeography of microbes driving ocean ecological status under climate change," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    11. Nagababu, Garlapati & Kachhwaha, Surendra Singh & Savsani, Vimal, 2017. "Estimation of technical and economic potential of offshore wind along the coast of India," Energy, Elsevier, vol. 138(C), pages 79-91.
    12. Coll, M. & Pennino, M. Grazia & Steenbeek, J. & Sole, J. & Bellido, J.M., 2019. "Predicting marine species distributions: Complementarity of food-web and Bayesian hierarchical modelling approaches," Ecological Modelling, Elsevier, vol. 405(C), pages 86-101.
    13. Micheli D. P. Costa & Kerrie A. Wilson & Philip J. Dyer & Roland Pitcher & José H. Muelbert & Anthony J. Richardson, 2021. "Potential future climate-induced shifts in marine fish larvae and harvested fish communities in the subtropical southwestern Atlantic Ocean," Climatic Change, Springer, vol. 165(3), pages 1-21, April.
    14. Arnaud Auber & Conor Waldock & Anthony Maire & Eric Goberville & Camille Albouy & Adam C. Algar & Matthew McLean & Anik Brind’Amour & Alison L. Green & Mark Tupper & Laurent Vigliola & Kristin Kaschne, 2022. "A functional vulnerability framework for biodiversity conservation," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    15. Elena Gissi & Stefano Menegon & Alessandro Sarretta & Federica Appiotti & Denis Maragno & Andrea Vianello & Daniel Depellegrin & Chiara Venier & Andrea Barbanti, 2017. "Addressing uncertainty in modelling cumulative impacts within maritime spatial planning in the Adriatic and Ionian region," PLOS ONE, Public Library of Science, vol. 12(7), pages 1-30, July.
    16. Shuling Hu & Bin Yu & Shen Luo & Rongrong Zhuo, 2022. "Spatial pattern of the effects of human activities on the land surface of China and their spatial relationship with the natural environment," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(8), pages 10379-10401, August.
    17. Zhenyan Zhang & Qi Zhang & Tingzhang Wang & Nuohan Xu & Tao Lu & Wenjie Hong & Josep Penuelas & Michael Gillings & Meixia Wang & Wenwen Gao & Haifeng Qian, 2022. "Assessment of global health risk of antibiotic resistance genes," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    18. Michael-Bitton, Geula & Gal, Gideon & Corrales, Xavier & Ofir, Eyal & Shechter, Mordechai & Zemah-Shamir, Shiri, 2022. "Economic aspects of fish stock accounting as a renewable marine natural capital: The Eastern Mediterranean continental shelf ecosystem as a case study," Ecological Economics, Elsevier, vol. 200(C).
    19. Thomas B. White & Leonardo R. Viana & Geneviève Campbell & Claire Elverum & Leon A. Bennun, 2021. "Using technology to improve the management of development impacts on biodiversity," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 3502-3516, December.
    20. Coralie KERSULEC & Luc DOYEN, 2022. "From fork to fish: The role of consumer preferences on the sustainability of fisheries," Bordeaux Economics Working Papers 2022-10, Bordeaux School of Economics (BSE).

    More about this item

    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:hal:journl:hal-04363494. 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: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    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.