Participatory modelling to support decision making in water management under uncertainty: two comparative case studies in the Guadiana river basin, Spain.

A participatory modelling process has been conducted in two areas of the Guadiana river (the upper and the middle sub-basins), in Spain, with the aim of providing support for decision making in the water management field. The area has a semi-arid climate where irrigated agriculture plays a key role in the economic development of the region and accounts for around 90% of water use. Following the guidelines of the European Water Framework Directive, we promote stakeholder involvement in water management with the aim to achieve an improved understanding of the water system and to encourage the exchange of knowledge and views between stakeholders in order to help building a shared vision of the system. At the same time, the resulting models, which integrate the different sectors and views, provide some insight of the impacts that different management options and possible future scenarios could have. The methodology is based on a Bayesian network combined with an economic model and, in the middle Guadiana sub-basin, with a crop model. The resulting integrated modelling framework is used to simulate possible water policy, market and climate scenarios to find out the impacts of those scenarios on farm income and on the environment. At the end of the modelling process, an evaluation questionnaire was filled by participants in both sub-basins. Results show that this type of processes are found very helpful by stakeholders to improve the system understanding, to understand each other's views and to reduce conflict when it exists. In addition, they found the model an extremely useful tool to support management. The graphical interface, the quantitative output and the explicit representation of uncertainty helped stakeholders to better understand the implications of the scenario tested. Finally, the combination of different types of models was also found very useful, as it allowed exploring in detail specific aspects of the water management problems.

[1]  Alfonso Dominguez,et al.  Bayesian networks in planning a large aquifer in Eastern Mancha, Spain , 2007, Environ. Model. Softw..

[2]  M. Reed Stakeholder participation for environmental management: A literature review , 2008 .

[3]  M. V. D. Belt,et al.  Mediated Modeling: A System Dynamics Approach To Environmental Consensus Building , 2004 .

[4]  François Bousquet,et al.  Modelling with stakeholders within a development project , 2010, Environ. Model. Softw..

[5]  L. D. Stefano Facing the water framework directive challenges: a baseline of stakeholder participation in the European Union. , 2010 .

[6]  Allyson M. Beall,et al.  Exploring the Implications of Climate Change on Water Resources through Participatory Modeling: Case Study of the Okanagan Basin, British Columbia , 2009 .

[7]  Heidi Christiansen Barlebo,et al.  Reflections on the use of Bayesian belief networks for adaptive management. , 2008, Journal of environmental management.

[8]  Nuno Videira,et al.  Scoping river basin management issues with participatory modelling: The Baixo Guadiana experience , 2009 .

[9]  Benjamin F. Hobbs,et al.  FUZZY COGNITIVE MAPPING AS A TOOL TO DEFINE MANAGEMENT OBJECTIVES FOR COMPLEX ECOSYSTEMS , 2002 .

[10]  M. Ramón Llamas,et al.  Vulnerability assessment of groundwater resources: A modelling-based approach to the Mancha Occidental aquifer, Spain , 2008, Environ. Model. Softw..

[11]  C. S. Holling,et al.  Resilience, Adaptability and Transformability in Social–ecological Systems , 2004 .

[12]  Kasper Kok,et al.  Linking stakeholders and modellers in scenario studies: The use of Fuzzy Cognitive Maps as a communication and learning tool , 2010 .

[13]  Kasper Kok,et al.  The potential of Fuzzy Cognitive Maps for semi-quantitative scenario development, with an example from Brazil , 2009 .

[14]  Pedro Martínez-Santos,et al.  Intensive Groundwater Use: Silent Revolution and Potential Source of Social Conflicts , 2005 .

[15]  Finn Verner Jensen,et al.  Public participation modelling using Bayesian networks in management of groundwater contamination , 2007, Environ. Model. Softw..

[16]  J. Cain,et al.  Belief Networks: A Framework for the Participatory Development of Natural Resource Management Strategies , 1999 .

[17]  P. Stålnacke,et al.  Integrated Water Resources Management , 2010 .

[18]  François Bousquet,et al.  Adapting science to adaptive managers - spidergrams, belief models and multi-agent systems modelling. Paper presented at the Integrated Natural Resource Management in the CGIAR approaches and lessons, INRM workshop, Penang, Malaysia. 21-25 August 2000. , 2001 .

[19]  Hans Jørgen Henriksen,et al.  Comparative reflections on the use of modelling tools in conflictive water management settings: The Mancha Occidental aquifer, Spain , 2010, Environ. Model. Softw..

[20]  Finn V. Jensen,et al.  Bayesian Networks and Decision Graphs , 2001, Statistics for Engineering and Information Science.

[21]  Nicolas Becu,et al.  Participatory computer simulation to support collective decision-making: Potential and limits of stakeholder involvement , 2008 .

[22]  Liu Zhi,et al.  Causation, Bayesian Networks, and Cognitive Maps , 2001 .

[23]  A. Biswas Integrated Water Resources Management: A Reassessment , 2004 .

[24]  D. Raes,et al.  AquaCrop — The FAO Crop Model to Simulate Yield Response to Water: II. Main Algorithms and Software Description , 2009 .

[25]  John Bromley,et al.  Research, part of a Special Feature on Implementing Participatory Water Management: Recent Advances in Theory, Practice and Evaluation Evaluation of Bayesian Networks in Participatory Water Resources Management, Upper Guadiana Basin, Spain , 2010 .

[26]  George P. Richardson,et al.  Group model building: adding more science to the craft , 1997 .

[27]  J. Cain,et al.  Application of belief networks to water management studies , 1999 .

[28]  Gema Carmona,et al.  INTEGRATION OF BAYESIAN NETWORKS AND AGRO-ECONOMIC MODELS AS A DECISION SUPPORT SYSTEM FOR WATER MANAGEMENT IN THE UPPER GUADIANA BASIN , 2007 .

[29]  Ved Prakash Sharma,et al.  Vulnerability and adaptation to climate variability and water stress in Uttarakhand State, India , 2008 .

[30]  G. Rowe,et al.  Public Participation Methods: A Framework for Evaluation , 2000 .

[31]  Martin Welp The Use of Decision Support Tools in Participatory River Basin Management , 2001 .

[32]  J. Bromley,et al.  The use of Hugin® to develop Bayesian networks as an aid to integrated water resource planning , 2005, Environ. Model. Softw..

[33]  J Mortera,et al.  Object-oriented Bayesian networks for complex forensic DNA profiling problems. , 2007, Forensic science international.

[34]  Yuqiong Liu,et al.  Linking science with environmental decision making: Experiences from an integrated modeling approach to supporting sustainable water resources management , 2008, Environ. Model. Softw..

[35]  Thomas C. Beierle Public Participation in Environmental Decisions: An Evaluation Framework Using Social Goals , 1998 .

[36]  C. Giupponi,et al.  Models and Decisions Support Systems for Participatory Decision Making in Integrated Water Resource Management , 2008 .

[37]  Christophe Simon,et al.  A companion modelling approach applied to forest management planning , 2010, Environ. Model. Softw..

[38]  D. Raes,et al.  AquaCrop-The FAO Crop Model to Simulate Yield Response to Water: I. Concepts and Underlying Principles , 2009 .

[39]  Peter A. Vanrolleghem,et al.  Uncertainty in the environmental modelling process - A framework and guidance , 2007, Environ. Model. Softw..

[40]  Stephen R.J. Sheppard,et al.  Participatory decision support for sustainable forest management: a framework for planning with local communities at the landscape level in Canada , 2005 .

[41]  M. Lamers,et al.  Beyond dry feet? Experiences from a participatory water-management planning case in The Netherlands. , 2010 .

[42]  Nuno Videira,et al.  A participatory modelling approach to support integrated sustainability assessment processes , 2010 .

[43]  R Giordano,et al.  Integrating conflict analysis and consensus reaching in a decision support system for water resource management. , 2007, Journal of environmental management.

[44]  T. Webler,et al.  Public Participation in Impact Assess-ment: A Social Learning Perspective , 1995 .

[45]  Nuno Videira,et al.  Participatory decision making for sustainable development—the use of mediated modelling techniques , 2006 .

[46]  Raimo P. Hämäläinen,et al.  Participatory multicriteria decision analysis with Web-HIPRE: a case of lake regulation policy , 2004, Environ. Model. Softw..

[47]  Thomas C. Beierle Democracy in Practice: Public Participation in Environmental Decisions , 2010 .

[48]  François Bousquet,et al.  Adapting Science to Adaptive Managers: Spidergrams, Belief Models, and Multi-agent Systems Modeling , 2002 .

[49]  A. Jonsson,et al.  Public Participation in Water Resources Management: Stakeholder Voices on Degree, Scale, Potential, and Methods in Future Water Management , 2005, Ambio.

[50]  H. Wittmer,et al.  How to select instruments for the resolution of environmental conflicts , 2006 .

[51]  Carl Mitchell,et al.  Adaptive modelling for adaptive water quality management in the Great Barrier Reef region, Australia , 2010, Environ. Model. Softw..

[52]  P J Bacon,et al.  Belief network models of land manager decisions and land use change. , 2002, Journal of environmental management.

[53]  John Bromley,et al.  Guidelines for the use of Bayesian networks as a participatory tool for Water Resource Management , 2005 .

[54]  David M. Konisky,et al.  Values, Conflict, and Trust in Participatory Environmental Planning , 2000 .

[55]  Mark S. Johnson Public Participation and Perceptions of Watershed Modeling , 2008 .

[56]  George P. Richardson,et al.  Group model building: problem structuring, policy simulation and decision support , 2007, J. Oper. Res. Soc..

[57]  Anthony J. Jakeman,et al.  Ten iterative steps in development and evaluation of environmental models , 2006, Environ. Model. Softw..

[58]  Andrea Castelletti,et al.  Bayesian Networks and participatory modelling in water resource management , 2007, Environ. Model. Softw..

[59]  J. Cain Planning improvements in natural resource management. Guidelines for using Bayesian networks to support the planning and management of development programmes in the water sector and beyond , 2001 .

[60]  John Bromley,et al.  Integrated water resources management of overexploited hydrogeological systems using Object-Oriented Bayesian Networks , 2010, Environ. Model. Softw..

[61]  François Bousquet,et al.  Modelling with stakeholders , 2010, Environ. Model. Softw..

[62]  G. Kallis,et al.  Participation and evaluation for sustainable river basin governance , 2009 .

[63]  François Bousquet,et al.  Knowledge integration for participatory land management : the use of multi-agent simulations and a companion modelling approach , 2001 .

[64]  Seth Tuler,et al.  Public Participation in Watershed Management Planning: Views on Process from People in the Field , 2001 .

[65]  G. Rowe,et al.  Evaluating Public-Participation Exercises: A Research Agenda , 2004 .

[66]  K. Korfmacher The Politics of Participation in Watershed Modeling , 2001, Environmental management.

[67]  Consuelo Varela-Ortega,et al.  The Guadiana basin , 2009 .

[68]  Jac A. M. Vennix,et al.  Group model-building: tackling messy problems , 1999 .

[69]  I. Makin,et al.  Participatory decision support for agricultural management. A case study from Sri Lanka , 2003 .

[70]  Anthony J. Jakeman,et al.  An integrated approach to linking economic valuation and catchment modelling , 2011, Environ. Model. Softw..

[71]  K. Stave A system dynamics model to facilitate public understanding of water management options in Las Vegas, Nevada. , 2003, Journal of environmental management.

[72]  Paul Jeffrey,et al.  On the appropriateness of public participation in Integrated Water Resources Management: some grounded insights from the Levant , 2008 .

[73]  Raffaele Giordano,et al.  Fuzzy cognitive maps for issue identification in a water resources conflict resolution system , 2005 .

[74]  T. Lynam,et al.  A review of tools for incorporating community knowledge, preferences, and values into decision making in natural resources management , 2007 .

[75]  Avi Pfeffer,et al.  Object-Oriented Bayesian Networks , 1997, UAI.

[76]  John Bromley,et al.  The Use of Participatory Object-Oriented Bayesian Networks and Agro-Economic Models for Groundwater Management in Spain , 2011 .

[77]  C. Pahl-Wostl,et al.  The Implications of Complexity for Integrated Resources Management , 2004 .

[78]  John Bromley,et al.  Stakeholder involvement in water management using Object-oriented Bayesian networks and economic models in Spain , 2009 .