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The Use of Participatory Object-Oriented Bayesian Networks and Agro-Economic Models for Groundwater Management in Spain

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  • Gema Carmona
  • Consuelo Varela-Ortega
  • John Bromley

Abstract

This paper describes the development of a participatory decision support system for water management in the Upper Guadiana basin in central Spain where there has long been competition for groundwater resources between the agricultural sector and the environment. In the last few decades the rapid development of irrigation has led to the over-exploitation of the Mancha Occidental aquifer, the main water source in the area; this in turn has led to the loss of ecologically important wetlands. Against this background the River Basin Authority (RBA) has designed a new water management plan aimed at reducing water consumption. The objective of this paper is to evaluate the impact of these measures on both the environment and the agricultural sector. To this end stakeholders have been invited to actively participate in the development of a decision support system (DSS) based on the combination of an agro-economic model and an object-oriented Bayesian network. This DSS has been used to evaluate the trade-off between agriculture and the environment for different management options at different scales. Results indicate that achieving even a partial recovery of the aquifer water levels will require strict enforcement by the RBA of water restrictions on farmers combined with a high offer price for the purchase of water rights. However, compliance with water restrictions inevitably leads to losses in farm income, especially in small vineyard farms, unless additional measures are taken to compensate for those potential losses. The purchase of water rights alone is insufficient to ensure the recovery of water levels; accompanying measures included in the new regional management plan will also need to be undertaken. Copyright Springer Science+Business Media B.V. 2011

Suggested Citation

  • Gema Carmona & Consuelo Varela-Ortega & John Bromley, 2011. "The Use of Participatory Object-Oriented Bayesian Networks and Agro-Economic Models for Groundwater Management in Spain," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 25(5), pages 1509-1524, March.
    • Handle: RePEc:spr:waterr:v:25:y:2011:i:5:p:1509-1524
    DOI: 10.1007/s11269-010-9757-y
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    References listed on IDEAS

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    1. Varela-Ortega, C., 2007. "Policy-driven determinants of irrigation development and environmental sustainability: a case study in Spain," IWMI Books, Reports H040612, International Water Management Institute.
    2. Molle, Francois & Berkoff, J., 2007. "Irrigation water pricing: the gap between theory and practice," IWMI Books, Reports H040645, International Water Management Institute.
    3. Jean-Luc Kok & Sebastian Kofalk & Jürgen Berlekamp & Bernhard Hahn & Herman Wind, 2009. "From Design to Application of a Decision-support System for Integrated River-basin Management," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 23(9), pages 1781-1811, July.
    4. Jeremy Cain & Charles Batchelor & Dominic Waughray, 1999. "Belief Networks: A Framework for the Participatory Development of Natural Resource Management Strategies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 1(2), pages 123-133, June.
    5. Gomez-Limon, Jose A. & Riesgo, Laura, 2004. "Irrigation water pricing: differential impacts on irrigated farms," Agricultural Economics, Blackwell, vol. 31(1), pages 47-66, July.
    6. José Molina & José García Aróstegui & José Benavente & Consuelo Varela & Africa Hera & Juan López Geta, 2009. "Aquifers Overexploitation in SE Spain: A Proposal for the Integrated Analysis of Water Management," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 23(13), pages 2737-2760, October.
    7. Videira, Nuno & Antunes, Paula & Santos, Rui, 2009. "Scoping river basin management issues with participatory modelling: The Baixo Guadiana experience," Ecological Economics, Elsevier, vol. 68(4), pages 965-978, February.
    8. Ilke Borowski & Matt Hare, 2007. "Exploring the Gap Between Water Managers and Researchers: Difficulties of Model-Based Tools to Support Practical Water Management," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 21(7), pages 1049-1074, July.
    9. Ines Winz & Gary Brierley & Sam Trowsdale, 2009. "The Use of System Dynamics Simulation in Water Resources Management," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 23(7), pages 1301-1323, May.
    10. Janssen, Sander & van Ittersum, Martin K., 2007. "Assessing farm innovations and responses to policies: A review of bio-economic farm models," Agricultural Systems, Elsevier, vol. 94(3), pages 622-636, June.
    11. Cain, J. D. & Jinapala, K. & Makin, I. W. & Somaratna, P. G. & Ariyaratna, B. R. & Perera, L. R., 2003. "Participatory decision support for agricultural management. A case study from Sri Lanka," Agricultural Systems, Elsevier, vol. 76(2), pages 457-482, May.
    12. Humberto Silva-Hidalgo & Ignacio Martín-Domínguez & María Alarcón-Herrera & Alfredo Granados-Olivas, 2009. "Mathematical Modelling for the Integrated Management of Water Resources in Hydrological Basins," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 23(4), pages 721-730, March.
    13. Batchelor, Charles & Cain, Jeremy, 1999. "Application of belief networks to water management studies," Agricultural Water Management, Elsevier, vol. 40(1), pages 51-57, March.
    14. Cittadini, E.D. & Lubbers, M.T.M.H. & de Ridder, N. & van Keulen, H. & Claassen, G.D.H., 2008. "Exploring options for farm-level strategic and tactical decision-making in fruit production systems of South Patagonia, Argentina," Agricultural Systems, Elsevier, vol. 98(3), pages 189-198, October.
    15. Molle, Francois & Berkoff, Jeremy (ed.), 2007. "Irrigation water pricing: the gap between theory and practice," IWMI Books, International Water Management Institute, number 137957.
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    2. Pérez-Blanco, C.D. & Gutiérrez-Martín, C., 2017. "Buy me a river: Use of multi-attribute non-linear utility functions to address overcompensation in agricultural water buyback," Agricultural Water Management, Elsevier, vol. 190(C), pages 6-20.
    3. Roland Barthel & Tim Reichenau & Tatjana Krimly & Stephan Dabbert & Karl Schneider & Wolfram Mauser, 2012. "Integrated Modeling of Global Change Impacts on Agriculture and Groundwater Resources," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 26(7), pages 1929-1951, May.
    4. Ruiz, Jorge & Bardaji, Isabel & Garrido, Alberto & Iglesias, Eva, 2012. "Reforma de la PAC de 2003. Evaluación del impacto sobre la superficie, los rendimientos de secano y la diversidad de cultivos en España," Economia Agraria y Recursos Naturales, Spanish Association of Agricultural Economists, vol. 12(02).
    5. Kragt, Marit Ellen, 2013. "Integrating biophysical and economic systems in a Bayesian Network Hydro-economic framework," Working Papers 153334, University of Western Australia, School of Agricultural and Resource Economics.
    6. Carmen Marchiori & Susan Sayre & Leo Simon, 2012. "On the Implementation and Performance of Water Rights Buyback Schemes," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 26(10), pages 2799-2816, August.
    7. Alessandro Pagano & Raffaele Giordano & Ivan Portoghese & Umberto Fratino & Michele Vurro, 2014. "A Bayesian vulnerability assessment tool for drinking water mains under extreme events," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 74(3), pages 2193-2227, December.
    8. Jose-Luis Molina & Jose García-Aróstegui & John Bromley & Jose Benavente, 2011. "Integrated Assessment of the European WFD Implementation in Extremely Overexploited Aquifers Through Participatory Modelling," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 25(13), pages 3343-3370, October.
    9. Calatrava-Leyva, Javier & Guillem, Amanda & Martinez-Granados, David, 2011. "Análisis de alternativas para la eliminación de la sobreexplotación de acuíferos en el Valle de Guadalentín," Economia Agraria y Recursos Naturales, Spanish Association of Agricultural Economists, vol. 11(02), pages 1-30, December.
    10. J. Maestre-Valero & D. Martínez-Granados & V. Martínez-Alvarez & J. Calatrava, 2013. "Socio-Economic Impact of Evaporation Losses from Reservoirs Under Past, Current and Future Water Availability Scenarios in the Semi-Arid Segura Basin," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(5), pages 1411-1426, March.
    11. Montilla-López, Nazaret M. & Gómez-Limón, José A. & Gutiérrez-Martín, Carlos, 2018. "Sharing a river: Potential performance of a water bank for reallocating irrigation water," Agricultural Water Management, Elsevier, vol. 200(C), pages 47-59.

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