Operationalizing an ecosystem services-based approach using Bayesian Belief Networks: An application to riparian buffer strips

The interface between terrestrial and aquatic ecosystems contributes to the provision of key ecosystem services including improved water quality and reduced flood risk. We develop an ecological–economic model using a Bayesian Belief Network (BBN) to assess and value the delivery of ecosystem services from riparian buffer strips. By capturing the interactions underlying ecosystem processes and the delivery of services we aim to further the operationalization of ecosystem services approaches. The model is developed through outlining the underlying ecological processes which deliver ecosystem services. Alternative management options and regional locations are used for sensitivity analysis.

[1]  Georgina M. Mace,et al.  Economic Analysis for Ecosystem Service Assessments , 2011 .

[2]  James W. McNicol,et al.  A belief network-based system for predicting future crop production , 1996 .

[3]  H. ApSimon,et al.  Mitigating diffuse phosphorus transfer from agriculture according to cost and efficiency. , 2009, Journal of environmental quality.

[4]  Guy Garrod,et al.  Heterogeneity of preferences for the benefits of Environmental Stewardship: A latent-class approach , 2012 .

[5]  S. Kuikka,et al.  Modeling environmentally driven uncertainties in Baltic cod (Gadus morhua) management by Bayesian influence diagrams , 1999 .

[6]  S. Kuikka,et al.  Uncertainties of climatic change impacts in finnish watersheds: A bayesian network analysis of expert knowledge , 1997 .

[7]  R. D. Groot,et al.  Spatial scales, stakeholders and the valuation of ecosystem services , 2006 .

[8]  D. Marsh,et al.  Modelling riparian buffers for water quality enhancement in the Karapiro catchment , 2010 .

[9]  R. Moss,et al.  Ecosystems and human well-being: a framework for assessment , 2003 .

[10]  Bridget A. Emmett,et al.  Exploring the ecological constraints to multiple ecosystem service delivery and biodiversity , 2013 .

[11]  Brian Kronvang,et al.  Riparian buffer strips as a multifunctional management tool in agricultural landscapes: introduction. , 2012, Journal of environmental quality.

[12]  Anders L. Madsen,et al.  Probabilistic Networks - An Introduction to Bayesian Networks and Influence Diagrams , 2005 .

[13]  R. Costanza,et al.  SPECIAL ISSUE: The Dynamics and Value of Ecosystem Services: Integrating Economic and Ecological Perspectives Economic and ecological concepts for valuing ecosystem services , 2002 .

[14]  S. Wooldridge,et al.  BAYESIAN BELIEF NETWORKS , 2004 .

[15]  E. Tabacchi,et al.  Impacts of riparian vegetation on hydrological processes , 2000 .

[16]  Taylor H. Ricketts,et al.  Protecting Natural Capital through Ecosystem Service Districts , 2001 .

[17]  Stephen Hynes,et al.  Supply of an ecosystem service—Farmers’ willingness to adopt riparian buffer zones in agricultural catchments , 2012 .

[18]  Ian J. Bateman,et al.  A transferable water quality ladder for conveying use and ecological information within public surveys 1 , 2009 .

[19]  G. Daily,et al.  The Ecosystem Services Framework and Natural Capital Conservation , 2008 .

[20]  N. Hanley,et al.  Coherent Arbitrariness: On Value Uncertainty for Environmental Goods , 2009, Land Economics.

[21]  Timothy C. Haas,et al.  Modeling aspen stand growth with a temporal Bayes network , 1994 .

[22]  Ron Johnstone,et al.  Investigating the Use of a Bayesian Network to Model the Risk of Lyngbya majuscula Bloom Initiation in Deception Bay, Queensland, Australia , 2007 .

[23]  Erin Bohensky,et al.  Condition and trends of ecosystem services and biodiversity , 2005 .

[24]  Kevin B. Korb,et al.  Parameterisation and evaluation of a Bayesian network for use in an ecological risk assessment , 2007, Environ. Model. Softw..

[25]  Carrie V. Kappel,et al.  Non‐linearity in ecosystem services: temporal and spatial variability in coastal protection , 2009 .

[26]  Danny C. Lee,et al.  Population Viability Assessment of Salmonids by Using Probabilistic Networks , 1997 .

[27]  Mark E. Borsuk,et al.  A Bayesian network of eutrophication models for synthesis, prediction, and uncertainty analysis , 2004 .

[28]  David N. Barton,et al.  Bayesian belief networks as a meta-modelling tool in integrated river basin management -- Pros and cons in evaluating nutrient abatement decisions under uncertainty in a Norwegian river basin , 2008 .

[29]  R. Rosenberg,et al.  Spreading Dead Zones and Consequences for Marine Ecosystems , 2008, Science.

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

[31]  M. Kragt.  A beginners guide to Bayesian network modelling for integrated catchment management Technical Report No . 9 , 2009 .

[32]  David K. Stevens,et al.  Using Bayesian networks to model watershed management decisions: an East Canyon Creek case study , 2005, WWW 2005.

[33]  Francesc Hernández-Sancho,et al.  The social benefits of restoring water quality in the context of the Water Framework Directive: A comparison of willingness to pay and willingness to accept. , 2009, The Science of the total environment.

[34]  R. Costanza,et al.  Defining and classifying ecosystem services for decision making , 2009 .

[35]  F. Müller,et al.  Ecosystem Services at the Landscape Scale: the Need for Integrative Approaches , 2010 .

[36]  Philip Cooper,et al.  Valuing nature: lessons learned and future research directions , 2003 .

[37]  K. Train,et al.  An assessment of the nonmarket benefits of the Water Framework Directive for households in England and Wales , 2012 .

[38]  R. Lowrance,et al.  RIPARIAN ECOSYSTEMS AND BUFFERS ‐ MULTISCALE STRUCTURE, FUNCTION, AND MANAGEMENT: INTRODUCTION 1 , 2006 .

[39]  Guo-Hua Liu,et al.  Double counting in ecosystem services valuation: causes and countermeasures , 2010, Ecological Research.

[40]  Garry D. Peterson,et al.  Agricultural modifications of hydrological flows create ecological surprises. , 2008, Trends in ecology & evolution.

[41]  Allan Curtis,et al.  Understanding landholder management of river frontages: The Goulburn Broken , 2003 .

[42]  R. Ostfeld,et al.  A call to ecologists: measuring, analyzing, and managing ecosystem services , 2005 .

[43]  S. Stoll-Kleemann,et al.  Biodiversity, Sustainability and Human Communities: Protecting beyond the protected , 2002 .

[44]  Iain White,et al.  Engaging with Stakeholders , 2015 .

[45]  John M. Rose,et al.  Directional heterogeneity in WTP models for environmental valuation , 2012 .

[46]  K. Belcher,et al.  An Economic Analysis of Landowners’ Willingness to Adopt Wetland and Riparian Conservation Management , 2011 .

[47]  A. Crowe,et al.  Trialling a method to quantify the ‘cultural services’ of the English landscape using Countryside Survey data , 2012 .

[48]  Robert C. Wolpert,et al.  A Review of the , 1985 .

[49]  Linda May,et al.  Using models to bridge the gap between land use and algal blooms: An example from the Loweswater catchment, UK , 2012, Environ. Model. Softw..

[50]  James T. Peterson,et al.  Evaluation of potential effects of federal land management alternatives on trends of salmonids and their habitats in the interior Columbia River basin , 2001 .

[51]  G. Daily,et al.  The Nature and Value of Ecosystem Services: An Overview Highlighting Hydrologic Services , 2007 .

[52]  B. Fisher,et al.  Ecosystem services: Classification for valuation , 2008 .

[53]  K. Glenk,et al.  Public preferences for water quality improvements: implications for the implementation of the EC Water Framework Directive in Scotland , 2011 .

[54]  J. Boyd,et al.  What are Ecosystem Services? The Need for Standardized Environmental Accounting Units , 2006 .

[55]  S. Carpenter,et al.  Science for managing ecosystem services: Beyond the Millennium Ecosystem Assessment , 2009, Proceedings of the National Academy of Sciences.

[56]  B. Marcot,et al.  Guidelines for developing and updating Bayesian belief networks applied to ecological modeling and conservation , 2006 .

[57]  S. Carpenter,et al.  Ecological forecasts: an emerging imperative. , 2001, Science.

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

[59]  Klaus Glenk,et al.  Confronting unfamiliarity with ecosystem functions: The case for an ecosystem service approach to environmental valuation with stated preference methods , 2008 .

[60]  T. Lynam,et al.  Measuring conditions and trends in ecosystem services at multiple scales: the Southern African Millennium Ecosystem Assessment (SAfMA) experience , 2005, Philosophical Transactions of the Royal Society B: Biological Sciences.

[61]  Julia Martin-Ortega,et al.  Classifying Ecosystem Services for Economic Valuation: The case of forest water services , 2010 .

[62]  R. Carson,et al.  The Value of clean water: The public's willingness to pay for boatable, fishable, and swimmable quality water , 1993 .

[63]  Roy Brouwer,et al.  Spatial Preference Heterogeneity: A Choice Experiment , 2010, Land Economics.

[64]  R. Foy,et al.  Approaches to the implementation of the Water Framework Directive: targeting mitigation measures at critical source areas of diffuse phosphorus in Irish catchments. , 2012, Journal of environmental management.

[65]  Kevin J. Boyle,et al.  Valuing ecosystem services: toward better environmental decision-making , 2005 .

[66]  Stephen J Jordan,et al.  Effects of nitrogen inputs on freshwater wetland ecosystem services - a Bayesian network analysis. , 2013, Journal of environmental management.

[67]  Steven Broekx,et al.  A review of Bayesian belief networks in ecosystem service modelling , 2013, Environ. Model. Softw..

[68]  Stefano Pagiola,et al.  Assessing the Economic Value of Ecosystem Conservation , 2004 .

[69]  Julián Ramajo-Hernández,et al.  Estimating the non-market benefits of water quality improvement for a case study in Spain: A contingent valuation approach , 2012 .

[70]  Edward P. Glenn,et al.  Book reviewRiparian Areas, Functions and Strategies for Management: National Research Council, National Academy Press, Washington, DC, 2002, 428 pp. , 2003 .

[71]  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 .