IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v10y2018i8p2928-d164287.html
   My bibliography  Save this article

Sensitivity Analysis in Socio-Ecological Models as a Tool in Environmental Policy for Sustainability

Author

Listed:
  • Isabel Banos-Gonzalez

    (Departamento de Didáctica de las Ciencias Experimentales, University of Murcia, 30100 Espinardo, Spain)

  • Julia Martínez-Fernández

    (New Water Culture Foundation/Sustainability Observatory of Murcia Region, University of Murcia, 30100M Espinardo, Spain)

  • Miguel-Ángel Esteve-Selma

    (Department of Ecology and Hydrology, University of Murcia, 30100 Espinardo, Spain)

  • Patricia Esteve-Guirao

    (Departamento de Didáctica de las Ciencias Experimentales, University of Murcia, 30100 Espinardo, Spain)

Abstract

The assessment of environmental policies and sustainability in socio-ecological systems (SES) should be tackled from a holistic perspective, using methodologies such as dynamic system models. However, the integral assessment of SES generally suffers from high levels of uncertainty. In this work, the potential of sensitivity analysis (SA) to assess uncertainty and its implications in SES models, specifically in the Fuerteventura sustainability model, has been explored. An extensive SA was applied in different stages of model development and application. The different SA techniques applied allowed, besides a detailed assessment of robustness, the identification of leverage points and their application to define environmental policies and management measures intended to improve sustainability. The results suggest that measures based on leverage points identified by the SA in the model are more effective than others proposed so far by different agents. Furthermore, the assessment of uncertainty of measures thought to contribute to sustainability shows that, when uncertainty ranges are considered, the thresholds of some sustainability indicators might be exceeded, whereas mean values would not. Therefore, the surpassing of some sustainability thresholds might go unnoticed if uncertainties are not considered in the policy analysis. This work shows SA to be a powerful tool that provides important insights to policy makers and end users, with regard to improving environmental policies for sustainability.

Suggested Citation

  • Isabel Banos-Gonzalez & Julia Martínez-Fernández & Miguel-Ángel Esteve-Selma & Patricia Esteve-Guirao, 2018. "Sensitivity Analysis in Socio-Ecological Models as a Tool in Environmental Policy for Sustainability," Sustainability, MDPI, vol. 10(8), pages 1-30, August.
  • Handle: RePEc:gam:jsusta:v:10:y:2018:i:8:p:2928-:d:164287
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/10/8/2928/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/10/8/2928/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lesnoff, Matthieu & Corniaux, Christian & Hiernaux, Pierre, 2012. "Sensitivity analysis of the recovery dynamics of a cattle population following drought in the Sahel region," Ecological Modelling, Elsevier, vol. 232(C), pages 28-39.
    2. Andrew Ford, 1990. "Estimating the Impact of Efficiency Standards on the Uncertainty of the Northwest Electric System," Operations Research, INFORMS, vol. 38(4), pages 580-597, August.
    3. Graymore, M.L.M. & Sipe, Neil G. & Rickson, Roy E., 2010. "Sustaining Human Carrying Capacity: A tool for regional sustainability assessment," Ecological Economics, Elsevier, vol. 69(3), pages 459-468, January.
    4. Y Xing & B Dangerfield, 2011. "Modelling the sustainability of mass tourism in island tourist economies," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(9), pages 1742-1752, September.
    5. Perz, Stephen G. & Muñoz-Carpena, Rafael & Kiker, Gregory & Holt, Robert D., 2013. "Evaluating ecological resilience with global sensitivity and uncertainty analysis," Ecological Modelling, Elsevier, vol. 263(C), pages 174-186.
    6. Xibo Wang & Mingtao Yao & Jiashuo Li & Kexue Zhang & He Zhu & Minsi Zheng, 2017. "China’s Rare Earths Production Forecasting and Sustainable Development Policy Implications," Sustainability, MDPI, vol. 9(6), pages 1-14, June.
    7. María Dorta-Santos & Marisa Tejedor & Concepción Jiménez & Jose M. Hernández-Moreno & M. Pino Palacios-Díaz & Francisco J. Díaz, 2014. "Recycled Urban Wastewater for Irrigation of Jatropha curcas L. in Abandoned Agricultural Arid Land," Sustainability, MDPI, vol. 6(10), pages 1-23, October.
    8. Maartje Bodde & Karin Van der Wel & Peter Driessen & Arjan Wardekker & Hens Runhaar, 2018. "Strategies for Dealing with Uncertainties in Strategic Environmental Assessment: An Analytical Framework Illustrated with Case Studies from The Netherlands," Sustainability, MDPI, vol. 10(7), pages 1-24, July.
    9. Banos-González, Isabel & Martínez-Fernández, Julia & Esteve-Selma, Miguel Ángel, 2015. "Dynamic integration of sustainability indicators in insular socio-ecological systems," Ecological Modelling, Elsevier, vol. 306(C), pages 130-144.
    10. Oliva, Rogelio, 2003. "Model calibration as a testing strategy for system dynamics models," European Journal of Operational Research, Elsevier, vol. 151(3), pages 552-568, December.
    11. Holmes, G. & Johnstone, R.W., 2010. "Modelling coral reef ecosystems with limited observational data," Ecological Modelling, Elsevier, vol. 221(8), pages 1173-1183.
    12. Ascough, J.C. & Maier, H.R. & Ravalico, J.K. & Strudley, M.W., 2008. "Future research challenges for incorporation of uncertainty in environmental and ecological decision-making," Ecological Modelling, Elsevier, vol. 219(3), pages 383-399.
    13. Valentina Castellani & Serenella Sala, 2013. "Sustainability Indicators Integrating Consumption Patterns in Strategic Environmental Assessment for Urban Planning," Sustainability, MDPI, vol. 5(8), pages 1-21, August.
    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. 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).
    2. Liana Badea & George Laurențiu Șerban-Oprescu & Silvia Dedu & Grigore Ioan Piroșcă, 2020. "The Impact of Education for Sustainable Development on Romanian Economics and Business Students’ Behavior," Sustainability, MDPI, vol. 12(19), pages 1-17, October.
    3. Caill-Milly, N. & Garmendia, J. Bald & D'Amico, F. & Guyader, O. & Dang, C. & Bru, N., 2022. "Adapting a dynamic system model using life traits and local fishery knowledge — Application to a population of exploited marine bivalves (Ruditapes philippinarum) in a mesotidal coastal lagoon," Ecological Modelling, Elsevier, vol. 470(C).
    4. Yimin Li & Juanzhen Zhao & Jing Yuan & Peikun Ji & Xuanlun Deng & Yiming Yang, 2022. "Constructing the Ecological Security Pattern of Nujiang Prefecture Based on the Framework of “Importance–Sensitivity–Connectivity”," IJERPH, MDPI, vol. 19(17), pages 1-21, August.
    5. Tyler W. Myroniuk & Enid Schatz & Michelle Teti & Joan M. Hermsen, 2022. "Undergraduate Vaccine Hesitancy and the Influence of “Home” Locales," IJERPH, MDPI, vol. 19(21), pages 1-12, November.
    6. A. Sardi & E. Sorano, 2021. "Dynamic Performance Management: An Approach for Managing the Common Goods," Papers 2102.04090, arXiv.org.
    7. Alberto Sardi & Enrico Sorano, 2019. "Dynamic Performance Management: An Approach for Managing the Common Goods," Sustainability, MDPI, vol. 11(22), pages 1-22, November.
    8. Ana D. Maldonado & Darío Ramos-López & Pedro A. Aguilera, 2018. "A Comparison of Machine-Learning Methods to Select Socioeconomic Indicators in Cultural Landscapes," Sustainability, MDPI, vol. 10(11), pages 1-16, November.
    9. Francesco Ferella & Idiano D’Adamo & Simona Leone & Valentina Innocenzi & Ida De Michelis & Francesco Vegliò, 2018. "Spent FCC E-Cat: Towards a Circular Approach in the Oil Refining Industry," Sustainability, MDPI, vol. 11(1), pages 1-19, December.

    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. Bob Walrave, 2016. "Determining intervention thresholds that change output behavior patterns," System Dynamics Review, System Dynamics Society, vol. 32(3-4), pages 261-278, July.
    2. Navid Ghaffarzadegan & Richard C. Larson, 2018. "SD meets OR: a new synergy to address policy problems," System Dynamics Review, System Dynamics Society, vol. 34(1-2), pages 327-353, January.
    3. Xiaoyan Cao & Jizong Jiao & Xiuli Liu & Wanyang Zhu & Haoran Wang & Huiqing Hao & Jingtao Lu, 2022. "Establishment of an Ecological Security Pattern under Arid Conditions Based on Ecological Carrying Capacity: A Case Study of Arid Area in Northwest China," Sustainability, MDPI, vol. 14(23), pages 1-20, November.
    4. Federico Cosenz & Guido Noto, 2016. "Applying System Dynamics Modelling to Strategic Management: A Literature Review," Systems Research and Behavioral Science, Wiley Blackwell, vol. 33(6), pages 703-741, November.
    5. Xu Luo & Hong S. He & Yu Liang & Jacob S. Fraser & Jialin Li, 2018. "Mitigating the Effects of Climate Change through Harvesting and Planting in Boreal Forests of Northeastern China," Sustainability, MDPI, vol. 10(10), pages 1-20, October.
    6. Gary, Shayne & Larsen, Erik Reimer, 2000. "Improving firm performance in out-of-equilibrium, deregulated markets using feedback simulation models," Energy Policy, Elsevier, vol. 28(12), pages 845-855, October.
    7. Emanuele Bonamente & Franco Cotana, 2015. "Carbon and Energy Footprints of Prefabricated Industrial Buildings: A Systematic Life Cycle Assessment Analysis," Energies, MDPI, vol. 8(11), pages 1-17, November.
    8. László Könnyid & Zsuzsanna Váradi & Zsombor Nagy & Noémi Ilyés & Orsolya H. Horváth, 2022. "The Changes in the Demographic Characteristics and Spatial Structure of Tourism Demand in the West Balaton Region’s Spa Cities," Sustainability, MDPI, vol. 14(17), pages 1-14, August.
    9. Ana Paula Coelho Clauberg & Renato de Mello & Flávio José Simioni & Simone Sehnem, 2021. "System for assessing the sustainability conditions of small hydro plants by fuzzy logic," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(2), pages 300-317, March.
    10. Aarras, Nina & Rönkä, Mia & Kamppinen, Matti & Tolvanen, Harri & Vihervaara, Petteri, 2014. "Environmental technology and regional sustainability – The role of life-based design," Technology in Society, Elsevier, vol. 36(C), pages 52-59.
    11. Olivier, Michelle M. & Howard, Johnathon L. & Wilson, Ben P. & Robinson, Wayne A., 2018. "Correlating Localisation and Sustainability and Exploring the Causality of the Relationship," Ecological Economics, Elsevier, vol. 146(C), pages 749-765.
    12. Seidl, Rupert & Fernandes, Paulo M. & Fonseca, Teresa F. & Gillet, François & Jönsson, Anna Maria & Merganičová, Katarína & Netherer, Sigrid & Arpaci, Alexander & Bontemps, Jean-Daniel & Bugmann, Hara, 2011. "Modelling natural disturbances in forest ecosystems: a review," Ecological Modelling, Elsevier, vol. 222(4), pages 903-924.
    13. Kanapaux, William & Kiker, Gregory A., 2013. "Development and testing of an object-oriented model for adaptively managing human disturbance of least tern (Sternula antillarum) nesting habitat," Ecological Modelling, Elsevier, vol. 268(C), pages 64-77.
    14. Francesco Tonini & Francesco Davide Sanvito & Fabrizio Colombelli & Emanuela Colombo, 2022. "Improving Sustainable Access to Electricity in Rural Tanzania: A System Dynamics Approach to the Matembwe Village," Energies, MDPI, vol. 15(5), pages 1-17, March.
    15. Silvio Franco & Barbara Pancino & Angelo Martella, 2021. "Mapping National Environmental Sustainability Distribution by Ecological Footprint: The Case of Italy," Sustainability, MDPI, vol. 13(15), pages 1-14, August.
    16. Tuffa, Samuel & Treydte, Anna C., 2017. "Modeling Boran cattle populations under climate change and varying carrying capacity," Ecological Modelling, Elsevier, vol. 352(C), pages 113-127.
    17. Michelle M. Olivier & Benjamin P. Wilson & Jonathon L. Howard, 2016. "Measuring Localisation Regionally to Form a Bhutanese Index," Sustainability, MDPI, vol. 8(7), pages 1-19, July.
    18. Thibeault, Al & Ryder, Michael & Tomomewo, Olusegun & Mann, Michael, 2023. "A review of competitive advantage theory applied to the global rare earth industry transition," Resources Policy, Elsevier, vol. 85(PA).
    19. J. J. Warmink & M. Brugnach & J. Vinke-de Kruijf & R. M. J. Schielen & D. C. M. Augustijn, 2017. "Coping with Uncertainty in River Management: Challenges and Ways Forward," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 31(14), pages 4587-4600, November.
    20. Parisa Salimzadeh & Jerry Courvisanos, 2015. "A Conceptual Framework for Assessing Sustainable Development in Regional SMEs," Journal of Environmental Assessment Policy and Management (JEAPM), World Scientific Publishing Co. Pte. Ltd., vol. 17(04), pages 1-17, December.

    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:10:y:2018:i:8:p:2928-:d:164287. 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.