IDEAS home Printed from https://ideas.repec.org/a/eee/ecoser/v76y2025ics2212041625000932.html

Assessing ecosystem services provision using Bayesian Belief Network in Southern Europe marine forests

Author

Listed:
  • Fernandes, Miguel
  • Seixo, João
  • Franco, João N.
  • Cunha-e-Sá, Maria A.

Abstract

Marine forests are vital ecosystems that underpin biodiversity and human well-being. Despite their ecological significance, these habitats remain underrepresented in policy frameworks and are increasingly threatened by anthropogenic pressures. Effective conservation and restoration efforts require a system-level understanding of the dynamic interactions between human activities and ecological components.

Suggested Citation

  • Fernandes, Miguel & Seixo, João & Franco, João N. & Cunha-e-Sá, Maria A., 2025. "Assessing ecosystem services provision using Bayesian Belief Network in Southern Europe marine forests," Ecosystem Services, Elsevier, vol. 76(C).
  • Handle: RePEc:eee:ecoser:v:76:y:2025:i:c:s2212041625000932
    DOI: 10.1016/j.ecoser.2025.101789
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S2212041625000932
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecoser.2025.101789?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
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Dan A. Smale & Thomas Wernberg & Eric C. J. Oliver & Mads Thomsen & Ben P. Harvey & Sandra C. Straub & Michael T. Burrows & Lisa V. Alexander & Jessica A. Benthuysen & Markus G. Donat & Ming Feng & Al, 2019. "Marine heatwaves threaten global biodiversity and the provision of ecosystem services," Nature Climate Change, Nature, vol. 9(4), pages 306-312, April.
    2. Gacutan, Jordan & Galparsoro, Ibon & Murillas-Maza, Arantza, 2019. "Towards an understanding of the spatial relationships between natural capital and maritime activities: A Bayesian Belief Network approach," Ecosystem Services, Elsevier, vol. 40(C).
    3. Edward B. Barbier, 2012. "Progress and Challenges in Valuing Coastal and Marine Ecosystem Services," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 6(1), pages 1-19.
    4. Chengyan Tang & Jing Li & Zixiang Zhou & Li Zeng & Cheng Zhang & Hui Ran, 2019. "How to Optimize Ecosystem Services Based on a Bayesian Model: A Case Study of Jinghe River Basin," Sustainability, MDPI, vol. 11(15), pages 1-18, August.
    5. Aaron M. Eger & Ezequiel M. Marzinelli & Rodrigo Beas-Luna & Caitlin O. Blain & Laura K. Blamey & Jarrett E. K. Byrnes & Paul E. Carnell & Chang Geun Choi & Margot Hessing-Lewis & Kwang Young Kim & Na, 2023. "Author Correction: The value of ecosystem services in global marine kelp forests," Nature Communications, Nature, vol. 14(1), pages 1-1, December.
    6. Pascual, Marta & Miñana, Elena Pérez & Giacomello, Eva, 2016. "Integrating knowledge on biodiversity and ecosystem services: Mind-mapping and Bayesian Network modelling," Ecosystem Services, Elsevier, vol. 17(C), pages 112-122.
    7. Solveig Höfer & Alex Ziemba & Ghada El Serafy, 2020. "A Bayesian approach to ecosystem service trade-off analysis utilizing expert knowledge," Environment Systems and Decisions, Springer, vol. 40(1), pages 67-83, March.
    8. Scutari, Marco, 2010. "Learning Bayesian Networks with the bnlearn R Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 35(i03).
    9. Bruce G. Marcot & Anca M. Hanea, 2021. "What is an optimal value of k in k-fold cross-validation in discrete Bayesian network analysis?," Computational Statistics, Springer, vol. 36(3), pages 2009-2031, September.
    10. Erzini, Karim & Parreira, Filipe & Sadat, Zineb & Castro, Margarida & Bentes, Luís & Coelho, Rui & Gonçalves, Jorge M.S. & Lino, Pedro G. & Martinez-Crego, Begoña & Monteiro, Pedro & Oliveira, Frederi, 2022. "Influence of seagrass meadows on nursery and fish provisioning ecosystem services delivered by Ria Formosa, a coastal lagoon in Portugal," Ecosystem Services, Elsevier, vol. 58(C).
    11. Pham, Hung Vuong & Sperotto, Anna & Furlan, Elisa & Torresan, Silvia & Marcomini, Antonio & Critto, Andrea, 2021. "Integrating Bayesian Networks into ecosystem services assessment to support water management at the river basin scale," Ecosystem Services, Elsevier, vol. 50(C).
    12. Aaron M. Eger & Ezequiel M. Marzinelli & Rodrigo Beas-Luna & Caitlin O. Blain & Laura K. Blamey & Jarrett E. K. Byrnes & Paul E. Carnell & Chang Geun Choi & Margot Hessing-Lewis & Kwang Young Kim & Na, 2023. "The value of ecosystem services in global marine kelp forests," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    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. Nur Arafeh-Dalmau & Juan Carlos Villaseñor-Derbez & David S. Schoeman & Alejandra Mora-Soto & Tom W. Bell & Claire L. Butler & Maycira Costa & Loyiso V. Dunga & Henry F. Houskeeper & Cristian Lagger &, 2025. "Global floating kelp forests have limited protection despite intensifying marine heatwave threats," Nature Communications, Nature, vol. 16(1), pages 1-12, December.
    2. Carnell, Paul E. & Whiteoak, Kym & Young, Mary & Critchell, Kay & Swearer, Steve & Macreadie, Peter I. & McIntyre, Josh & Treml, Eric A, 2025. "Prioritising investment in kelp forest restoration: A spatially explicit benefit-cost analysis in southern Australia," Ecosystem Services, Elsevier, vol. 74(C).
    3. Alexandre F. S. Marques & Álvaro Sanchéz-Gallego & Rodrigo R. Correia & Isabel Sousa-Pinto & Silvia Chemello & Inês Louro & Marco F. L. Lemos & João N. Franco, 2024. "Assessing Atlantic Kelp Forest Restoration Efforts in Southern Europe," Sustainability, MDPI, vol. 16(21), pages 1-15, October.
    4. Hui Li & Qingchun Guan & Yanguo Fan & Chengyang Guan, 2024. "Ecosystem Service Value Assessment of the Yellow River Delta Based on Satellite Remote Sensing Data," Land, MDPI, vol. 13(3), pages 1-20, February.
    5. Lisha Tang & Jingzhi Li & Chenmei Xie & Miao Wang, 2025. "Multi-Scenario Simulation of Ecosystem Service Value in Xiangjiang River Basin, China, Based on the PLUS Model," Land, MDPI, vol. 14(7), pages 1-22, July.
    6. Lyu, Rongfang & Zhao, Wenpeng & Pang, Jili & Tian, Xiaolei & Zhang, Jianming & Wang, Naiang, 2022. "Towards a sustainable nature reserve management: Using Bayesian network to quantify the threat of disturbance to ecosystem services," Ecosystem Services, Elsevier, vol. 58(C).
    7. Montano, Laura & Harrison, Alice & Henderson, Brad & Coleman, Melinda A. & Raoult, Vincent & Taylor, Matthew D. & Gaston, Troy & Dwyer, Patrick G. & Costanza, Robert & Dansie, Andrew & Glamore, Willia, 2025. "The value of Australian aquatic ecosystem services," Ecosystem Services, Elsevier, vol. 76(C).
    8. Shaun Beattie & Juliet Brodie & Nidhi Nagabhatla & Sophie Corrigan & Phaik E. Lim & Sze‐Wan Poong & Cicilia S. B. Kambey & Elizabeth J. Cottier‐Cook, 2025. "Recognising Seaweeds: Addressing Gaps in International Biodiversity Frameworks for Global Seaweed Conservation," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(5), pages 6968-6984, October.
    9. Wang, Qing & Sun, Xian & Lin, Senjie & Dong, Yahong & Shen, Hongtao & He, Zhili & Luo, Hongtian & Zou, Ligong & Chung, Ik Kyo & Yang, Yufeng, 2025. "Large-scale seaweed cultivation as a nature solution for carbon-negative economy and restorative environmental stewardship: Lessons from China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 207(C).
    10. Prabal Das & D. A. Sachindra & Kironmala Chanda, 2022. "Machine Learning-Based Rainfall Forecasting with Multiple Non-Linear Feature Selection Algorithms," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(15), pages 6043-6071, December.
    11. Taylor, Michael H. & Rollins, Kimberly, 2012. "Using Ecological Models to Coordinate Valuation of Ecological Change on Western Rangelands for ex post Application to Policy Analysis," Western Economics Forum, Western Agricultural Economics Association, vol. 11(01), pages 1-9.
    12. Vuong, Quan-Hoang & La, Viet-Phuong, 2019. "The bayesvl R package. User guide v0.8.1," OSF Preprints w5dx6, Center for Open Science.
    13. F. Cugnata & G. Perucca & S. Salini, 2017. "Bayesian networks and the assessment of universities' value added," Journal of Applied Statistics, Taylor & Francis Journals, vol. 44(10), pages 1785-1806, July.
    14. Roland R. Ramsahai, 2020. "Connecting actuarial judgment to probabilistic learning techniques with graph theory," Papers 2007.15475, arXiv.org.
    15. Tang, Kayu & Parsons, David J. & Jude, Simon, 2019. "Comparison of automatic and guided learning for Bayesian networks to analyse pipe failures in the water distribution system," Reliability Engineering and System Safety, Elsevier, vol. 186(C), pages 24-36.
    16. Tonin, Stefania, 2018. "Citizens’ perspectives on marine protected areas as a governance strategy to effectively preserve marine ecosystem services and biodiversity," Ecosystem Services, Elsevier, vol. 34(PB), pages 189-200.
    17. Stephanie F. Stefanski & Jay P. Shimshack, 2016. "Valuing Marine Biodiversity in the Gulf of Mexico: Evidence from the Proposed Boundary Expansion of the Flower Garden Banks National Marine Sanctuary," Marine Resource Economics, University of Chicago Press, vol. 31(2), pages 211-232.
    18. Myriam Patricia Cifuentes & Clara Mercedes Suarez & Ricardo Cifuentes & Noel Malod-Dognin & Sam Windels & Jose Fernando Valderrama & Paul D. Juarez & R. Burciaga Valdez & Cynthia Colen & Charles Phill, 2022. "Big Data to Knowledge Analytics Reveals the Zika Virus Epidemic as Only One of Multiple Factors Contributing to a Year-Over-Year 28-Fold Increase in Microcephaly Incidence," IJERPH, MDPI, vol. 19(15), pages 1-21, July.
    19. repec:osf:osfxxx:yacs5_v1 is not listed on IDEAS
    20. Silvia de Juan & Maria Dulce Subida & Andres Ospina-Alvarez & Ainara Aguilar & Miriam Fernandez, 2020. "Disentangling the socio-ecological drivers behind illegal fishing in a small-scale fishery managed by a TURF system," Papers 2012.08970, arXiv.org.
    21. Wood, Sylvia L.R. & Jones, Sarah K. & Johnson, Justin A. & Brauman, Kate A. & Chaplin-Kramer, Rebecca & Fremier, Alexander & Girvetz, Evan & Gordon, Line J. & Kappel, Carrie V. & Mandle, Lisa & Mullig, 2018. "Distilling the role of ecosystem services in the Sustainable Development Goals," Ecosystem Services, Elsevier, vol. 29(PA), pages 70-82.

    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:eee:ecoser:v:76:y:2025:i:c:s2212041625000932. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/ecosystem-services .

    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.