Harnessing Ecosystem Models and Multi-Criteria Decision Analysis for the Support of Forest Management

The decision-making environment in forest management (FM) has changed drastically during the last decades. Forest management planning is facing increasing complexity due to a widening portfolio of forest goods and services, a societal demand for a rational, transparent decision process and rising uncertainties concerning future environmental conditions (e.g., climate change). Methodological responses to these challenges include an intensified use of ecosystem models to provide an enriched, quantitative information base for FM planning. Furthermore, multi-criteria methods are increasingly used to amalgamate information, preferences, expert judgments and value expressions, in support of the participatory and communicative dimensions of modern forestry. Although the potential of combining these two approaches has been demonstrated in a number of studies, methodological aspects in interfacing forest ecosystem models (FEM) and multi-criteria decision analysis (MCDA) are scarcely addressed explicitly. In this contribution we review the state of the art in FEM and MCDA in the context of FM planning and highlight some of the crucial issues when combining ecosystem and preference modeling. We discuss issues and requirements in selecting approaches suitable for supporting FM planning problems from the growing body of FEM and MCDA concepts. We furthermore identify two major challenges in a harmonized application of FEM-MCDA: (i) the design and implementation of an indicator-based analysis framework capturing ecological and social aspects and their interactions relevant for the decision process, and (ii) holistic information management that supports consistent use of different information sources, provides meta-information as well as information on uncertainties throughout the planning process.

[1]  Thierry Marchant,et al.  Evaluation and Decision Models with Multiple Criteria: Stepping Stones for the Analyst , 2006 .

[2]  Richard W. Haynes,et al.  Compatible Forest Management , 2003, Managing Forest Ecosystems.

[3]  J. Ravetz,et al.  RIVM / MNP Guidance for Uncertainty Assessment and Communication : Tool Catalogue for Uncertainty Assessment , 2004 .

[4]  D. Pearce,et al.  Sustainable forestry in the tropics: panacea or folly? , 2003 .

[5]  J. Borchers Accepting uncertainty, assessing risk: decision quality in managing wildfire, forest resource values, and new technology , 2005 .

[6]  S. Garman,et al.  Scaling fine-scale processes to large-scale patterns using models derived from models: meta-models. , 1999 .

[7]  Fred L. Bunnell,et al.  Decision-support systems: it's the question not the model , 2003 .

[8]  Daryl McCartney,et al.  Identifying priorities for action in corporate sustainable development indicator programs , 2008 .

[9]  D. Mladenoff LANDIS and forest landscape models , 2004 .

[10]  Alan Pearman,et al.  Model choice in multicriteria decision aid , 1997 .

[11]  S. Sheppard,et al.  The application of a hierarchical, decision-support system to evaluate multi-objective forest management strategies: a case study in northeastern British Columbia, Canada , 2004 .

[12]  Juan A. Blanco,et al.  Complexity in modelling forest ecosystems: How much is enough?☆ , 2008 .

[13]  N. Thompson Hobbs,et al.  Challenges and opportunities in integrating ecological knowledge across scales , 2003 .

[14]  S. Running,et al.  8 – Generalization of a Forest Ecosystem Process Model for Other Biomes, BIOME-BGC, and an Application for Global-Scale Models , 1993 .

[15]  Timo Pukkala,et al.  The Use of Multi-Criteria Decision Analysis and Multi-Objective Optimisation in Forest Planning , 2006 .

[16]  M. Lindner,et al.  Model-based analysis of management alternatives at stand and regional level in Brandenburg (Germany) , 2005 .

[17]  Alan R. Ek,et al.  Process-based models for forest ecosystem management: current state of the art and challenges for practical implementation. , 2000, Tree physiology.

[18]  Albert R. Stage,et al.  How forest models are connected to reality: evaluation criteria for their use in decision support , 2003 .

[19]  Marco Janssen,et al.  Individual-Based Modelling and Ecology by Volker Grimm and Steven F. Railsback , 2006, J. Artif. Soc. Soc. Simul..

[20]  D. Rossiter Multiobjective Decision Support for Environmental Management , 1995 .

[21]  H. M. Rauscher,et al.  A practical decision-analysis process for forest ecosystem management. , 2000 .

[22]  W. Walker,et al.  Defining Uncertainty: A Conceptual Basis for Uncertainty Management in Model-Based Decision Support , 2003 .

[23]  Harald Vacik,et al.  A decision support tool to improve forestry extension services for small private landowners in southern Austria , 2005 .

[24]  Christopher B. Field,et al.  Tree Mortality in Gap Models: Application to Climate Change , 2001 .

[25]  L Diaz Balteiro MAKING FORESTRY DECISIONS WITH MULTIPLE CRITERIA: A REVIEW AND AN ASSESSMENT , 2008 .

[26]  Jeroen P. van der Sluijs,et al.  A way out of the credibility crisis of models used in integrated environmental assessment , 2002 .

[27]  Sen Wang,et al.  One hundred faces of sustainable forest management , 2004 .

[28]  C. Bigler,et al.  Assessing the performance of theoretical and empirical tree mortality models using tree-ring series of Norway spruce , 2004 .

[29]  A. R. Kiester,et al.  Options Forestry: Acting on Uncertainty , 2004, Journal of Forestry.

[30]  Sebastian Hein,et al.  End User Needs and Requirements , 2006 .

[31]  Keith M. Reynolds,et al.  Integrating the DPSIR approach and the analytic network process for the assessment of forest management strategies. , 2007 .

[32]  Daniel L. Schmoldt,et al.  Information and knowledge management in support of sustainable forestry: a review , 2007 .

[33]  Nicholas L. Crookston,et al.  The forest vegetation simulator: A review of its structure, content, and applications , 2005 .

[34]  Annika Kangas,et al.  Multiple criteria decision support in forest management: the approach, methods applied, and experiences gained , 2005 .

[35]  R. Waring,et al.  A generalised model of forest productivity using simplified concepts of radiation-use efficiency, carbon balance and partitioning , 1997 .

[36]  Oleg Chertov,et al.  Uncertainty analysis in carbon cycle models of forest ecosystems: Research needs and development of a theoretical framework to estimate error propagation , 2008 .

[37]  Hubert Hasenauer,et al.  Sustainable forest management : growth models for Europe , 2006 .

[38]  W. Edwards,et al.  Decision Analysis and Behavioral Research , 1986 .

[39]  Niklaus E. Zimmermann,et al.  Regeneration in Gap Models: Priority Issues for Studying Forest Responses to Climate Change , 2001 .

[40]  Evangelos Triantaphyllou,et al.  Multi-Criteria Decision Making: An Operations Research Approach , 1998 .

[41]  Joe Landsberg,et al.  Modelling forest ecosystems: state of the art, challenges, and future directions , 2003 .

[42]  H. M. Rauscher Ecosystem management decision support for federal forests in the United States: a review , 1999 .

[43]  R. Clark,et al.  Fostering Compatible Forest Resource Management: The Conditional Nature of Social Acceptability , 2003 .

[44]  H. Vacik,et al.  Evaluating sustainable forest management strategies with the Analytic Network Process in a Pressure-State-Response framework. , 2008, Journal of environmental management.

[45]  F. Lootsma Multi-Criteria Decision Analysis via Ratio and Difference Judgement , 1999 .

[46]  S. Funtowicz,et al.  Science for the Post-Normal Age , 1993, Commonplace.

[47]  R. McRoberts,et al.  Potential contributions of statistics and modelling to sustainable forest management: review and synthesis , 2007 .

[48]  Henry Mintzberg,et al.  The Structure of "Unstructured" Decision Processes , 1976 .

[49]  José G. Borges,et al.  Decision Support Systems in Forest Management , 2008 .

[50]  Annabel Porté,et al.  Modelling mixed forest growth: a review of models for forest management , 2002 .

[51]  C. Loehle,et al.  Forest Management at Landscape Scales: Solving the Problems , 2002, Journal of Forestry.

[52]  S. Funtowicz,et al.  Combining Quantitative and Qualitative Measures of Uncertainty in Model‐Based Environmental Assessment: The NUSAP System , 2005, Risk analysis : an official publication of the Society for Risk Analysis.

[53]  Andrew Fall,et al.  Insight, part of a Special Feature on Crossing Scales and Disciplines to Achieve Forest Sustainability A Toolkit Modeling Approach for Sustainable Forest Management Planning: Achieving Balance between Science and Local Needs , 2007 .

[54]  Duncan Cavens,et al.  The multiple roles of environmental data visualization in evaluating alternative forest management strategies , 2005 .

[55]  J Miller,et al.  Solving the problem. , 1993, Nursing times.

[56]  Felipe Bravo,et al.  Managing forest ecosystems , 2008 .

[57]  Carl J. Walters,et al.  Large‐Scale Management Experiments and Learning by Doing , 1990 .

[58]  Guillermo A. Mendoza,et al.  Multi-criteria decision analysis in natural resource management: A critical review of methods and new modelling paradigms , 2006 .

[59]  Mikko Kurttila,et al.  An approach for examining the effects of preferential uncertainty on the contents of forest management plan at stand and holding level , 2008, European Journal of Forest Research.

[60]  Changhui Peng,et al.  Understanding the role of forest simulation models in sustainable forest management , 2000 .

[61]  G. Munda “Measuring Sustainability”: A Multi-Criterion Framework , 2005 .

[62]  Joe Landsberg,et al.  Using a simulation model to evaluate the effects of water and nutrients onthe growth and carbon partitioning of Pinus radiata , 1992 .

[63]  H. Todd Mowrer,et al.  Uncertainty in natural resource decision support systems: sources, interpretation, and importance. , 2000 .

[64]  C. Maser Sustainable Forestry: Philosophy, Science, and Economics , 1994 .

[65]  A. Ek,et al.  Description and validation of a hybrid model of forest growth and stand dynamics for the Great Lakes region , 2003 .

[66]  Walter D. Potter,et al.  NED-2: A decision support system for integrated forest ecosystem management , 2005 .

[67]  Harald Sverdrup,et al.  Developing Principles and Models for Sustainable Forestry in Sweden , 2002, Managing Forest Ecosystems.

[68]  I. Ferguson Sustainable Forest Management , 1996, Encyclopedia of Animal Cognition and Behavior.

[69]  Daniel Mailly,et al.  Advances in spatial, individual-based modelling of forest dynamics , 2004 .

[70]  Al Schuler,et al.  Multi-criteria decision models for forestry and natural resources management: an annotated bibliography , 2003 .

[71]  Robin Gregory,et al.  Some Pitfalls of an Overemphasis on Science in Environmental Risk Management Decisions , 2006 .

[72]  J. P. Kimmins From science to stewardship : Harnessing forest ecology in the service of society , 2008 .

[73]  E. Rametsteiner,et al.  SFM indicators as tools in political and economic contexts: actual and potential roles. , 2001 .

[74]  Theodor J. Stewart,et al.  Multiple criteria decision analysis - an integrated approach , 2001 .

[75]  Bernd Siebenhüner,et al.  The role of computer modelling in participatory integrated assessments , 2005 .

[76]  S. Running,et al.  Generalization of a forest ecosystem process model for other biomes, Biome-BGC, and an application for global-scale models. Scaling processes between leaf and landscape levels , 1993 .

[77]  D. Niemeijer Developing indicators for environmental policy: data-driven and theory-driven approaches examined by example , 2002 .

[78]  John Nelson,et al.  Forest-level models and challenges for their successful application , 2003 .

[79]  Ravi Prabhu,et al.  Testing criteria and indicators for the sustainable management of forests: phase 1. Final Report , 1996 .

[80]  Ilan Vertinsky,et al.  Monitoring and information reporting for sustainable forest management: An international multiple case study analysis , 2005 .

[81]  Herry Purnomo,et al.  Guidelines for applying multi-criteria analysis to the assessment of criteria and indicators , 1999 .

[82]  Changhui Peng,et al.  TRIPLEX: a generic hybrid model for predicting forest growth and carbon and nitrogen dynamics , 2002 .

[83]  Annika Kangas,et al.  Probability, possibility and evidence: approaches to consider risk and uncertainty in forestry decision analysis , 2004 .

[84]  Craig Loehle,et al.  A hypothesis testing framework for evaluating ecosystem model performance , 1997 .

[85]  T. Spies,et al.  Simulating forest structure, timber production, and socioeconomic effects in a multi-owner province. , 2007, Ecological applications : a publication of the Ecological Society of America.

[86]  Wolfgang Cramer,et al.  Scaling Issues in Forest Succession Modelling , 2000 .

[87]  S. Mccool,et al.  Indicators of Sustainability: Challenges and Opportunities at the Interface of Science and Policy , 2004, Environmental management.

[88]  Jayanath Ananda,et al.  A critical review of multi-criteria decision making methods with special reference to forest management and planning , 2009 .

[89]  A. Vatn,et al.  Transferring environmental value estimates: Issues and alternatives , 2006 .

[90]  Joachim H. Spangenberg,et al.  Second order governance: learning processes to identify indicators , 2008 .

[91]  T. Pukkala Multi-objective Forest Planning , 2002, Managing Forest Ecosystems.

[92]  Hubert Hasenauer,et al.  Concepts Within Tree Growth Modeling , 2006 .

[93]  E. Choo,et al.  Interpretation of criteria weights in multicriteria decision making , 1999 .

[94]  David J. Mladenoff,et al.  Design, development, and application of LANDIS-II, a spatial landscape simulation model with flexible temporal and spatial resolution , 2007 .

[95]  D. C. van der Werf,et al.  Introducing tree interactions in wind damage simulation , 2007 .

[96]  Enrico Gobbetti,et al.  Encyclopedia of Electrical and Electronics Engineering , 1999 .

[97]  S. Hajkowicz Supporting multi-stakeholder environmental decisions. , 2008, Journal of environmental management.

[98]  M Woltjer,et al.  Coupling a 3D patch model and a rockfall module to assess rockfall protection in mountain forests. , 2008, Journal of environmental management.

[99]  Keith M. Reynolds,et al.  Sustainable Forestry: From Monitoring and Modelling to Knowledge Management and Policy Science , 2007 .

[100]  Theodor J. Stewart,et al.  Multiple Criteria Decision Analysis , 2001 .

[101]  Keith M. Reynolds,et al.  The science/policy interface in logic-based evaluation of forest ecosystem sustainability , 2003 .

[102]  Holger R. Maier,et al.  Future research challenges for incorporation of uncertainty in environmental and ecological decision-making , 2008 .

[103]  Guillermo A. Mendoza,et al.  Combining participatory modeling and multi-criteria analysis for community-based forest management , 2005 .

[104]  R. L. Keeney,et al.  Decisions with Multiple Objectives: Preferences and Value Trade-Offs , 1977, IEEE Transactions on Systems, Man, and Cybernetics.

[105]  Lennart Olsson,et al.  Categorising tools for sustainability assessment , 2007 .

[106]  F. Burstein,et al.  Handbook on Decision Support Systems 1 , 2008 .

[107]  Adel Guitouni,et al.  Tentative guidelines to help choosing an appropriate MCDA method , 1998, Eur. J. Oper. Res..

[108]  Hans Pretzsch,et al.  Modellierung des Waldwachstums , 2001 .

[109]  Alan Brown,et al.  Criteria and Indicators for Sustainable Forest Management , 2001 .

[110]  J. Liski,et al.  Carbon and decomposition model Yasso for forest soils , 2005 .

[111]  Michael Battaglia,et al.  Process-based forest productivity models and their application in forest management , 1998 .

[112]  Manfred J. Lexer,et al.  Modelling bark beetle disturbances in a large scale forest scenario model to assess climate change impacts and evaluate adaptive management strategies , 2009 .

[113]  Rupert Seidl,et al.  Evaluating the accuracy and generality of a hybrid patch model. , 2005, Tree physiology.

[114]  H. Vacik,et al.  Application of the analytic network process in multi-criteria analysis of sustainable forest management , 2005 .

[115]  Jyrki Kangas,et al.  Uncertainty in Expert Predictions of the Ecological Consequences of Forest Plans , 1996 .

[116]  E. Rametsteiner,et al.  Sustainability indicator development-Science or political negotiation? , 2011 .

[117]  Corinne Le Quéré,et al.  Climate Change 2013: The Physical Science Basis , 2013 .

[118]  R. Clark,et al.  Adaptive management of natural resources: theory, concepts, and management institutions. , 2005 .

[119]  T. Jenkins Multi-objective Forest Planning. Managing Forest Ecosystems, Vol. 6 , 2005 .

[120]  Shashi Kant,et al.  Extending the boundaries of forest economics , 2003 .

[121]  Manfred J. Lexer,et al.  Assessing trade-offs between carbon sequestration and timber production within a framework of multi-purpose forestry in Austria , 2007 .

[122]  B. Reineking,et al.  Models for forest ecosystem management: a European perspective. , 2007, Annals of botany.

[123]  C. Field,et al.  Scaling physiological processes: leaf to globe. , 1995 .

[124]  Ralph L. Keeney,et al.  Decisions with multiple objectives: preferences and value tradeoffs , 1976 .

[125]  J. Innes,et al.  Development of common indicators of sustainable forest management , 2008 .

[126]  Mansooreh Mollaghasemi,et al.  Technical Briefing: Making Multiple-Objective Decisions , 1996 .

[127]  Guillermo A. Mendoza,et al.  Multiple criteria decision making approaches to assessing forest sustainability using criteria and indicators: a case study , 2000 .

[128]  R. Gregory,et al.  Ten common mistakes in designing biodiversity indicators for forest policy. , 2003, Journal of environmental management.

[129]  Manfred J. Lexer,et al.  Modelling tree mortality by bark beetle infestation in Norway spruce forests , 2007 .

[130]  Jyrki Kangas,et al.  Analyzing uncertainties in experts' opinions of forest plan performance , 1997 .

[131]  Manfred J. Lexer,et al.  Multiple-use forest management in consideration of climate change and the interests of stakeholder groups , 2007, European Journal of Forest Research.

[132]  Hubert Hasenauer,et al.  Modeling Forest Regeneration , 2006 .

[133]  Guillermo A. Mendoza,et al.  Qualitative multi-criteria approaches to assessing indicators of sustainable forest resource management , 2003 .

[134]  R. Kasperson,et al.  Sustainability Science , 2019, Critical Skills for Environmental Professionals.