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Bayesian Belief Network models as trade-off tools of ecosystem services in the Guayas River Basin in Ecuador

Author

Listed:
  • Forio, Marie Anne Eurie
  • Villa-Cox, Gonzalo
  • Van Echelpoel, Wout
  • Ryckebusch, Helena
  • Lock, Koen
  • Spanoghe, Pieter
  • Deknock, Arne
  • De Troyer, Niels
  • Nolivos-Alvarez, Indira
  • Dominguez-Granda, Luis
  • Speelman, Stijn
  • Goethals, Peter L.M.

Abstract

Food production often leads to environmental degradation. Consequently, insights into ecosystem functioning in relation to exploitation are needed as a basis for socioeconomically acceptable mitigation of these impacts. A Bayesian Belief Network (BBN) model is developed to link three major ecosystem services (ES), i.e. food production, water provision and ecotourism, and determine the effect of local agricultural practices and management on the ES in the Guayas Basin (Ecuador). Several data sources were integrated into the BBN model, including processed spatial data from primary and secondary sources, sampling and survey data, and expert knowledge. The model suggests that banana and sugar cane generate the highest yield but provide low ecotourism benefits. In contrast, cacao produces the lowest yields but contributes to better water quality. Scenario analyses suggest that environmental gains are possible by optimising the land use (LU) based on the edaphoclimatic requirements of crops. Moreover, the integration of LU optimisation with upscaling and farming intensification can allow for additional advantages in water provision and ecotourism while mitigating productivity losses. The BBN development approach can serve as a reference for other case studies, where data scarcity plays a limiting factor in the assessment of interactions between key ES.

Suggested Citation

  • Forio, Marie Anne Eurie & Villa-Cox, Gonzalo & Van Echelpoel, Wout & Ryckebusch, Helena & Lock, Koen & Spanoghe, Pieter & Deknock, Arne & De Troyer, Niels & Nolivos-Alvarez, Indira & Dominguez-Granda,, 2020. "Bayesian Belief Network models as trade-off tools of ecosystem services in the Guayas River Basin in Ecuador," Ecosystem Services, Elsevier, vol. 44(C).
  • Handle: RePEc:eee:ecoser:v:44:y:2020:i:c:s2212041620300668
    DOI: 10.1016/j.ecoser.2020.101124
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    1. Kareiva, Peter & Tallis, Heather & Ricketts, Taylor H. & Daily, Gretchen C. & Polasky, Stephen (ed.), 2011. "Natural Capital: Theory and Practice of Mapping Ecosystem Services," OUP Catalogue, Oxford University Press, number 9780199589005, Decembrie.
    2. Wells, Geoff J. & Stuart, Neil & Furley, Peter A. & Ryan, Casey M., 2018. "Ecosystem service analysis in marginal agricultural lands: A case study in Belize," Ecosystem Services, Elsevier, vol. 32(PA), pages 70-77.
    3. Pattanayak, Subhrendu K. & Kramer, Randall A., 2001. "Worth of watersheds: a producer surplus approach for valuing drought mitigation in Eastern Indonesia," Environment and Development Economics, Cambridge University Press, vol. 6(1), pages 123-146, February.
    4. Bagstad, Kenneth J. & Semmens, Darius J. & Waage, Sissel & Winthrop, Robert, 2013. "A comparative assessment of decision-support tools for ecosystem services quantification and valuation," Ecosystem Services, Elsevier, vol. 5(C), pages 27-39.
    5. 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.
    6. Forio, Marie Anne Eurie & Landuyt, Dries & Bennetsen, Elina & Lock, Koen & Nguyen, Thi Hanh Tien & Ambarita, Minar Naomi Damanik & Musonge, Peace Liz Sasha & Boets, Pieter & Everaert, Gert & Dominguez, 2015. "Bayesian belief network models to analyse and predict ecological water quality in rivers," Ecological Modelling, Elsevier, vol. 312(C), pages 222-238.
    7. Dale, Virginia H. & Polasky, Stephen, 2007. "Measures of the effects of agricultural practices on ecosystem services," Ecological Economics, Elsevier, vol. 64(2), pages 286-296, December.
    8. 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.
    9. Ferdinando Villa & Kenneth J Bagstad & Brian Voigt & Gary W Johnson & Rosimeiry Portela & Miroslav Honzák & David Batker, 2014. "A Methodology for Adaptable and Robust Ecosystem Services Assessment," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-18, March.
    10. Nathaniel D. Mueller & James S. Gerber & Matt Johnston & Deepak K. Ray & Navin Ramankutty & Jonathan A. Foley, 2012. "Closing yield gaps through nutrient and water management," Nature, Nature, vol. 490(7419), pages 254-257, October.
    11. Vallet, Améline & Locatelli, Bruno & Levrel, Harold & Wunder, Sven & Seppelt, Ralf & Scholes, Robert J. & Oszwald, Johan, 2018. "Relationships Between Ecosystem Services: Comparing Methods for Assessing Tradeoffs and Synergies," Ecological Economics, Elsevier, vol. 150(C), pages 96-106.
    12. Grêt-Regamey, Adrienne & Sirén, Elina & Brunner, Sibyl Hanna & Weibel, Bettina, 2017. "Review of decision support tools to operationalize the ecosystem services concept," Ecosystem Services, Elsevier, vol. 26(PB), pages 306-315.
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    4. Feurer, Melanie & Rueff, Henri & Celio, Enrico & Heinimann, Andreas & Blaser, Juergen & Htun, Aung Myin & Zaehringer, Julie Gwendolin, 2021. "Regional scale mapping of ecosystem services supply, demand, flow and mismatches in Southern Myanmar," Ecosystem Services, Elsevier, vol. 52(C).

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