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Socio-ecological systems modelling of coastal urban area under a changing climate – Case study for Ubatuba, Brazil

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  • Oliveira, Bruno M.
  • Boumans, Roelof
  • Fath, Brian D.
  • Harari, Joseph

Abstract

Understanding the complex dynamics between society and nature is a critical contribution of ecological modelling. Integrated views of human-nature relations as well as tools and frameworks for studying these relations are gaining ground. A socio-ecological systems (SES) perspective therefore embraces both social and environmental factors that uses nonlinearities, feedbacks, models, and multi-level networks for understanding and studying those phenomena. When undesired drivers as climate change are also taken into account, the most urgent question is how these critical socio–ecological systems will behave given the stresses they endure. This work had the objective of creating a new simulation of a coastal SES from Brazil that is able to integrate several climatic and social variables through a dynamic and coupled model, and forecast its behavior in the future according to scenarios. Specifically, a systems dynamics simulation model using MIMES (Multiscale Integrated Model of Ecosystem Services) was developed for Ubatuba, a coastal city highly dependent and influenced by tourism. Results showed good correspondence between the model and the data when testing several environmental inputs (wind speed and direction, cloud cover, sea surface temperature, precipitation patterns). The model simulated the population dynamics of 15 biological groups from 2010 to 2100 under different scenarios. Climate change will reduce most of populations in a range from −0.13% (± 0.0%) to −10.31% (± 0.0%). There are groups where the influence of climate change is not significant (Bivalve, Brachyuran, pelagic feeding fish and benthic feeding fish) with variations from 0 to 2% and others with moderate significance (Phytoplankton, Zooplankton, and Enterococcus) with variations >2%. Tourists reacting to water quality degradation is very relevant in Enterococcus population (with a reduction of 34%). Results show the urban activities strongly influencing the biological populations and that these impacts depend on the scenario context. This suggests a policy that limits the number of tourists and increases the water quality at the same time. Therefore, the model's spatial simulation of this complex socio-ecological system can be used to develop an integrative decision-making tool to help the city manage its natural capital and adapt to its changes.

Suggested Citation

  • Oliveira, Bruno M. & Boumans, Roelof & Fath, Brian D. & Harari, Joseph, 2022. "Socio-ecological systems modelling of coastal urban area under a changing climate – Case study for Ubatuba, Brazil," Ecological Modelling, Elsevier, vol. 468(C).
    • Handle: RePEc:eee:ecomod:v:468:y:2022:i:c:s0304380022000734
    DOI: 10.1016/j.ecolmodel.2022.109953
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    References listed on IDEAS

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    1. Ghilardi-Lopes, Natalia Pirani & Turra, Alexander & Buckeridge, Marcos S. & Silva, Amanda Cristina & Berchez, Flávio Augusto de Souza & de Oliveira, Valéria Marques, 2015. "On the perceptions and conceptions of tourists with regard to global environmental changes and their consequences for coastal and marine environments: A case study of the northern São Paulo State coas," Marine Policy, Elsevier, vol. 57(C), pages 85-92.
    2. Lorilla, Roxanne Suzette & Poirazidis, Konstantinos & Detsis, Vassilis & Kalogirou, Stamatis & Chalkias, Christos, 2020. "Socio-ecological determinants of multiple ecosystem services on the Mediterranean landscapes of the Ionian Islands (Greece)," Ecological Modelling, Elsevier, vol. 422(C).
    3. Börger, Tobias & Beaumont, Nicola J. & Pendleton, Linwood & Boyle, Kevin J. & Cooper, Philip & Fletcher, Stephen & Haab, Tim & Hanemann, Michael & Hooper, Tara L. & Hussain, S. Salman & Portela, Rosim, 2014. "Incorporating ecosystem services in marine planning: The role of valuation," Marine Policy, Elsevier, vol. 46(C), pages 161-170.
    4. Boumans, Roelof & Roman, Joe & Altman, Irit & Kaufman, Les, 2015. "The Multiscale Integrated Model of Ecosystem Services (MIMES): Simulating the interactions of coupled human and natural systems," Ecosystem Services, Elsevier, vol. 12(C), pages 30-41.
    5. Dragicevic, Arnaud Z. & Shogren, Jason F., 2021. "Preservation Value in Socio-Ecological Systems," Ecological Modelling, Elsevier, vol. 443(C).
    6. Boumans, Roelof & Costanza, Robert & Farley, Joshua & Wilson, Matthew A. & Portela, Rosimeiry & Rotmans, Jan & Villa, Ferdinando & Grasso, Monica, 2002. "Modeling the dynamics of the integrated earth system and the value of global ecosystem services using the GUMBO model," Ecological Economics, Elsevier, vol. 41(3), pages 529-560, June.
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    Cited by:

    1. Alberto Gabino Martínez-Hernández, 2022. "System Dynamics modelling and Climate Change Adaptation in Coastal Areas: A literature review," Working Papers 2022.21, Fondazione Eni Enrico Mattei.
    2. Zuluaga-Guerra, Paula Andrea & Martinez-Fernandez, Julia & Esteve-Selma, Miguel Angel & Dell'Angelo, Jampel, 2023. "A socio-ecological model of the Segura River basin, Spain," Ecological Modelling, Elsevier, vol. 478(C).
    3. Martínez-Hernández, Alberto Gabino, 2022. "System Dynamics Modelling and Climate Change Adaptation in Coastal Areas: A Literature Review," FEEM Working Papers 322836, Fondazione Eni Enrico Mattei (FEEM).

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