Note: Intro -- Foreword -- Acknowledgments -- Contents -- Contributors -- Chapter-1 -- Introducing Life Cycle Assessment and its Presentation in 'LCA Compendium' -- 1 What is Life Cycle Assessment? -- 2 LCA-How it Came About -- 2.1 The Early Time -- 2.2 Harmonisation by SETAC -- 2.3 Standardisation by ISO -- 2.4 Recent Trends -- 3 The Structure of LCA According to ISO 14040 and 14044 -- 3.1 Goal and Scope Definition -- 3.2 Life Cycle Inventory Analysis -- 3.3 Life Cycle Impact Assessment -- 3.4 Interpretation -- 4 The Structure of LCA Beyond ISO 14040 -- 4.1 Applications of Life Cycle Assessment -- 4.2 Beyond the Classical ISO LCA -- 4.3 Life Cycle Management -- 4.4 Life Cycle Sustainability Assessment -- 4.5 LCA Worldwide -- 5 Structure of 'LCA Compendium' -- 5.1 Background and Future Prospects in Life Cycle Assessment -- 5.2 Goal and Scope Definition in Life Cycle Assessment -- 5.3 Life Cycle Inventory Analysis -- 5.4 Life Cycle Impact Assessment -- 5.5 Interpretation -- and, Critical Review and Reporting -- 5.6 Overview on LCA Applications -- 5.7 Special types of Life Cycle Assessment -- 5.8 Life Cycle Management -- 5.9 Life Cycle Sustainability Assessment -- 5.10 LCA Worldwide -- 6 New Developments and Special Types of Life Cycle Assessment-How Are they taken into Account? -- 7 How Scientific is LCA? -- Appendix-Glossary -- References -- Chapter-2 -- The Role of the Society of Environmental Toxicology and Chemistry (SETAC) in Life Cycle Assessment (LCA) Development and Application -- 1 Introduction-SETAC and Life Cycle Assessment -- 2 Life Before SETAC's Involvement with LCA -- 2.1 Focus on Pollution Reduction -- 2.2 Moving Beyond Pollution Control to Pollution Prevention -- 2.2.1 Duelling Diaper Debates -- 2.2.2 Mercury in Fluorescent Light Bulbs -- 2.2.3 Coca-Cola's Supply Chain Improvements -- 3 The Birth of SETAC -- 3.1 SETAC Workshops. , 3.1.1 Pellston Workshops -- 3.1.2 Technical Workshops -- 4 Early Days of SETAC 1990-1993 -- 4.1 SETAC LCA Groups -- 4.2 LCA Group Activities -- 4.2.1 A Technical Framework for Life Cycle assessment. August 18-23, 1990, Smugglers Notch, Vermont -- 4.2.2 Life Cycle Assessment: Inventory, Classification, Valuation, and Data Bases. December 2-3, 1991, Leiden, The Netherlands -- 4.2.3 A Conceptual Framework for Life Cycle Impact Assessment. February 1-7, 1992, Sandestin, Florida -- 4.2.4 Data Quality: A Conceptual Framework. October 4-9, 1992, in Wintergreen, Virginia -- 4.2.5 Code of Practice. Sesimbra, Portugal, March 31-April 3, 1993 -- 4.3 SETAC LCA Workgroups from 1994 to 2000 -- 4.4 SETAC LCA Workshops and Initiatives up from 1999 -- 4.4.1 Application of Life Cycle Assessment to Public Policy, August 14-19, 1995, Wintergreen, VA, USA -- 4.4.2 A Second Wave of LCA Workshops -- 5 SETAC and the International Organization for Standardization -- 6 On-Going SETAC Activities -- 6.1 Global Advisory Groups -- 7 UNEP/SETAC Life Cycle Initiative -- 8 SETAC's Role in Advancing the Use of LCA in the Building Sector -- 9 Future Role of SETAC -- 9.1 Expanding the Use of LCA -- 9.2 LCA Case Studies -- 9.3 Additional Pellston Workshops -- 9.4 On-Going Effort with the UNEP/SETAC Life Cycle Initiative -- 9.5 Impact Assessment Advancement -- 9.6 Alternative Assessments -- 9.7 LCA in Developing Countries -- Appendix-Glossary -- References -- Chapter-3 -- The International Standards as the Constitution of Life Cycle Assessment: The ISO 14040 Series and its Offspring -- 1 Introduction -- 1.1 History of LCA Standards Development -- 1.1.1 The Early Days -- 1.1.2 The First Revision -- 1.1.3 The Proliferation -- 1.2 Relevance of ISO Standards on LCA -- 1.3 ISO's Standardization Process -- 2 The Core Standards of LCA: ISO 14040 and ISO 14044 -- 3 The Spin-off Standards. , 3.1 ISO 14025-Type III Environmental Product Declarations -- 3.2 ISO 14047-Examples of Impact Assessement -- 3.3 ISO 14048-Data Documentation Format -- 3.4 ISO 14049-Examples of Inventory Analysis -- 4 The Future Standards Based on ISO 14040/44 -- 4.1 ISO 14045-Eco-Efficiency Assessment -- 4.2 ISO 14046-Water Footprint -- 4.3 ISO/TS 14067-Carbon Footprint -- 4.4 ISO 14071-Critical Review -- 4.5 ISO 14072-Organizational LCA (OLCA) -- 5 Summary and Outlook -- Appendix-Glossary -- References -- Chapter-4 -- The UNEP/SETAC Life Cycle Initiative -- 1 Introduction -- 2 The UNEP/SETAC Life Cycle Initiativeand The International Journal of Life Cycle Assessment -- 3 Main Contributions from 2002 to 2012 of the Life Cycle Initiative to the International Community and Best Examples Worldwide -- 3.1 Phase 1-Creating a Global Community -- 3.1.1 The Life Cycle Management Programme -- 3.1.2 The Life Cycle Inventory Programme -- 3.1.3 The Life Cycle Impact Assessment Programme -- 3.1.4 Crosscutting Activities -- 3.2 Phase 2-Becoming a Stakeholder -- 3.2.1 Overall Structure -- 3.2.2 Deliverables -- 3.2.3 Running a Multi-Stakeholder Process: Global Guidance for LCA Databases -- 4 Key Messages Based on Work Conducted During the Last 10 Years -- 4.1 Life Cycle Thinking in the Private Sector-Ahead of the Curve -- 4.2 Life Cycle Thinking in the Public Sector-Potential for Improvement -- 4.3 Life Cycle Methodologies, Impact Assessment and Data-The Foundation for Informed Decision-Making -- 4.4 Life Cycle Sustainability Approaches-Measuring Triple Bottom Line Impacts -- 4.5 Trade-Offs and Unexpected Consequences-Avoiding the Pitfalls -- 4.5.1 Trade-Offs Between Stages of the Product Value Chain -- 4.5.2 Trade-Offs Between Environmental Impact Categories -- 4.5.3 Trade-Offs Between Sustainability Pillars: Environmental, Social, Economic. , 4.5.4 Trade-Offs Between Societies/Regions -- 4.5.5 Generational Trade-Offs -- 4.5.6 Relevant Activities in Last 10 Years -- 4.6 Life Cycle Initiative Networks-Growing in Numbers and Expertise -- 4.6.1 The International Life Cycle Network -- 4.6.2 Life Cycle Jobs are Green Jobs -- 4.6.2 Accomplishments in Phases 1 and 2 -- 4.7 Communicating Life Cycle Information-The Right Story for Every Audience -- 5 The Future of Life Cycle Thinking and Phase 3 of the Life Cycle Initiative -- 5.1 Consultation Process -- 5.2 New Strategic Approach and Programmes -- 5.2.1 Programme on Data -- 5.2.2 Programme on Methodologies -- 5.2.3 Programme on Product Sustainability Information -- 5.2.4 Programme on Capacity Building and Implementation -- 5.2.5 Programme on Communication and Stakeholder Outreach -- 5.3 Setting up the Baseline for Phase 3 of the UNEP/SETAC Life Cycle Initiative-Monitoring Progress by Key Indicators -- 6 Conclusions and Perspectives -- Appendix-Glossary -- References -- Chapter-5 -- Life Cycle Assessment as Reflected by the International Journal of Life Cycle Assessment -- 1 Introduction -- 2 Milestones in Int J Life Cycle Assess -- 3 Institute for Scientific Information (ISI)-Impact Factor -- 4 Online Publications -- 5 The National Societies -- 5.1 LCA Society of Japan -- 5.2 Indian Society for LCA (ISLCA) -- 5.3 Korean Society for LCA (KSLCA) -- 5.4 Australian LCA Society (ALCAS) -- 5.5 Life Cycle Association of New Zealand (LCANZ) -- 5.6 Other LCA Organisations and Networks -- 5.6.1 SPOLD-Society for the Promotion of Life Cycle Development -- 5.6.2 LCANET-European Network for Strategic Life-Cycle Assessment Research and Development. A Strategic Research Programme for Life Cycle Assessment -- 5.6.3 CHAINET-European Network on Chain Analysis for Environmental Decision Support -- 5.6.4 ISOLP-International Society for LCA Practitioners. , 5.6.5 UNEP/SETAC Life Cycle Initiative -- 5.6.6 Swiss Discussion Forum on Life Cycle Assessment -- 5.6.7 LCA Activities in Spain, Italy and Greece -- 6 Topics and Subject Areas -- 6.1 Life Cycle Management -- 6.1.1 Editorial: 'How to Communicate LCA Results' by Walter Klöpffer and Almut B. Heinrich, Int J Life Cycle Assess 5(3): 125 (2000) -- 6.1.2 Editorial: 'Two Planets and One Journal' by Walter Klöpffer and Almut B. Heinrich, Int J Life Cycle Assess 6(1) 1-3 (2001) -- 6.1.3 LCM in the Internet-Journal 'Gate to Environmental and Health Science (EHS)' and the Discussion Forum 'Global LCA Village' -- 6.1.4 Editorial: 'LCM-Integrating a New Section' by Almut B Heinrich and Walter Klöpffer, Int J Life Cycle Assess 7(6): 315-316 (2002) -- 6.1.5 The LCM Conferences -- 6.2 Life Cycle Costing (LCC) -- 6.3 Social Life Cycle Assessment (SLCA) -- 6.4 Life Cycle Sustainability Assessment (LCSA) -- 7 Special Issues and Supplements -- 8 ISO Standardisation of LCA -- 9 Conclusion -- References -- Chapter-6 -- Strengths and Limitations of Life Cycle Assessment -- 1 Introduction -- 2 Strengths and Limitations-Perceived and Real-in Life Cycle Assessment -- 2.1 Matching the Goal of the Assessment to the Approach -- 2.2 Gathering the Inventory Data can be Very Resource and Time Intensive -- 2.3 Missing Impact Data and Models for LCIA -- 2.4 Dealing with Data Uncertainty -- 2.5 Distinguishing between Life Cycle Impact Assessment and Risk Assessment -- 2.6 LCA Does not Always (usually) Declare a 'Winner' -- 2.7 LCA Results should be Supplemented by Other Tools in Decision Making -- 2.8 Allocating Environmental Burdens Across Co-products -- 2.9 Assigning Credit for Avoided Burden -- 2.10 Expanding the Boundaries (consequential LCA) -- 3 Life Cycle Thinking -- 4 Conclusion -- References -- Chapter-7. , Challenges in Life Cycle Assessment: An Overview of Current Gaps and Research Needs.

Note: Front Cover -- Advanced Modelling Techniques Studying Global Changes in Environmental Sciences -- Copyright -- Contents -- Contributors -- Preface -- Chapter 1: Introduction: Global changes and sustainable ecosystem management -- 1.1. Effects of Global Changes -- 1.2. Sustainable Ecosystem Management -- 1.3. Outline of This Book -- 1.3.1. Review of ecological models -- 1.3.2. Ecological network analysis and structurally dynamic models -- 1.3.3. Behavioral monitoring and species distribution models -- 1.3.4. Ecological risk assessment -- 1.3.5. Agriculture and forest ecosystems -- 1.3.6. Urban ecosystems -- 1.3.7. Estuary and marine ecosystems -- References -- Chapter 2: Toward a new generation of ecological modelling techniques: Review and bibliometrics -- 2.1. Introduction -- 2.2. Historical Development of Ecological Modelling -- 2.3. Bibliometric Analysis of Modelling Approaches -- 2.3.1. Data Sources and Analysis -- 2.3.2. Publication Output -- 2.3.3. Journal Distribution -- 2.3.4. Country/Territory Distribution and International Collaboration -- 2.3.5. Keyword Analysis -- 2.4. Brief Review of Modelling Techniques -- 2.4.1. Structurally Dynamic Model -- 2.4.2. Individual-Based Models -- 2.4.3. Support Vector Machine -- 2.4.4. Artificial Neural Networks -- 2.4.5. Tree-Based Model -- 2.4.6. Evolutionary Computation -- 2.4.7. Ordination and Classification Models -- 2.4.8. k-Nearest Neighbors -- 2.5. Future Perspectives of Ecological Modelling -- 2.5.1. Big Data Age: Data-Intensive Modelling -- 2.5.2. Hybrid Models -- 2.5.3. Model Sensitivities and Uncertainties -- References -- Chapter 3: System-wide measures in ecological network analysis -- 3.1. Introduction -- 3.2. Description of system-wide Measures -- 3.3. Ecosystem Models Used for Comparison -- 3.4. Methods -- 3.5. Observations and Discussion -- 3.5.1. Clusters of Structure-Based Measures. , 3.5.2. Clusters of Flow-Based Measures -- 3.5.3. Clusters of Storage-Based Measures -- References -- Chapter 4: Application of structurally dynamic models (SDMs) to determine impacts of climate changes -- 4.1. Introduction -- 4.2. Development of SDM -- 4.2.1. The Number of Feedbacks and Regulations Is Extremely High and Makes It Possible for the Living Organisms and Populatio -- 4.2.2. Ecosystems Show a High Degree of Heterogeneity in Space and in Time -- 4.2.3. Ecosystems and Their Biological Components, the Species, Evolve Steadily and over the Long-Term Toward Higher Complexi -- 4.3. Application of SDMs for the Assessment of Ecological Changes due to Climate Changes -- 4.4. Conclusions -- References -- Chapter 5: Modelling animal behavior to monitor effects of stressors -- 5.1. Introduction -- 5.2. Behavior Modelling: Dealing with Instantaneous or Whole Data Sets -- 5.2.1. Parameter Extraction and State Identification -- 5.2.2. Filtering and Intermittency -- 5.2.3. Statistics and Informatics -- 5.3. Higher Moments in Position Distribution -- 5.4. Identifying Behavioral States -- 5.5. Data Transformation and Filtering by Integration -- 5.6. Intermittency -- 5.7. Discussion and Conclusion -- Acknowledgment -- References -- Chapter 6: Species distribution models for sustainable ecosystem management -- 6.1. Introduction -- 6.2. Model Development Procedure -- 6.3. Selected Models: Characteristics and Examples -- 6.3.1. Decision Trees -- 6.3.1.1. General characteristics -- 6.3.1.2. Examples -- 6.3.1.3. Additional remarks -- 6.3.2. Generalised Linear Models -- 6.3.2.1. General characteristics -- 6.3.2.2. Examples -- 6.3.2.3. Additional remarks -- 6.3.3. Artificial Neural Networks -- 6.3.3.1. General characteristics -- 6.3.3.2. Examples -- 6.3.3.3. Additional remarks -- 6.3.4. Fuzzy Logic -- 6.3.4.1. General characteristics -- 6.3.4.2. Examples. , 6.3.4.3. Additional remarks -- 6.3.5. Bayesian Belief Networks -- 6.3.5.1. General characteristics -- 6.3.5.2. Examples -- 6.3.5.3. Additional remarks -- 6.3.6. Summary of Advantages and Drawbacks -- 6.4. Future Perspectives -- References -- Chapter 7: Ecosystem risk assessment modelling method for emerging pollutants -- 7.1. Review of Ecological Risk Assessment Model Methods -- 7.2. The Selected Model Method -- 7.3. Case Study: Application of AQUATOX Models for Ecosystem Risk Assessment of Polycyclic Aromatic Hydrocarbons in Lake Ecos -- 7.3.1. Application of Models -- 7.3.2. Models -- 7.3.2.1. AQUATOX model -- 7.3.2.2. Parameterization -- 7.3.2.2.1. Biomass and physiological parameters of organisms -- 7.3.2.2.2. Characteristics of Baiyangdian Lake -- 7.3.2.2.3. PAHs model parameters -- 7.3.2.2.4. Determining PAHs water contamination -- 7.3.2.2.5. Sensitivity analysis -- 7.3.3. Results of Model Application -- 7.3.3.1. Model calibration -- 7.3.3.2. Sensitivity analysis -- 7.3.3.3. PAHs risk estimation -- 7.3.4. Discussion on the Model Application -- 7.3.4.1. Compare experiment-derived NOEC with model NOEC for PAHs -- 7.3.4.2. Compare traditional method with model method for ecological risk assessment for PAHs -- 7.4. Perspectives -- Acknowledgments -- References -- Chapter 8: Development of species sensitivity distribution (SSD) models for setting up the management priority with water qua -- 8.1. Introduction -- 8.2. Methods -- 8.2.1. BMC Platform Development for SSD Models -- 8.2.1.1. BMC structure -- 8.2.1.2. BMC functions -- 8.2.1.2.1. Fitting SSD models -- 8.2.1.2.2. Determining the best fitting model based on DIC -- 8.2.1.2.3. Uncertainty analysis -- 8.2.1.2.4. Calculating the eco-risk indicator: PAF and msPAF -- 8.2.2. Framework for Determination of WQC and Screening of PCCs -- 8.2.2.1. WQCs calculation -- 8.2.2.2. PCCs screening. , 8.2.3. Overview of BTB Areas, Occurrence of PTSs, and Ecotoxicity Data Preprocessing -- 8.3. Results and Discussion -- 8.3.1. Evaluation of the BMC Platform -- 8.3.1.1. Selection of the best SSD models -- 8.3.1.2. Priority and posterior distribution of SSDs parameters -- 8.3.1.3. CI for uncertainty analysis -- 8.3.1.4. Validation of SSD models -- 8.3.2. Eco-risks with Uncertainty -- 8.3.2.1. Generic eco-risks for a specific substance -- 8.3.2.2. Joint eco-risk for multiple substances based on response addition -- 8.3.3. Evaluation of Various WQC Strategies -- 8.3.3.1. Abundance of toxicity data -- 8.3.3.2. Limitation of toxicity data -- 8.3.3.3. Lack of toxicity data -- 8.3.3.4. Implication for improvement of the local WQC in BTB -- 8.3.4. Ranking and Screening Using Various PCC Strategies -- 8.3.4.1. PNEC -- 8.3.4.2. Eco-risk calculated by BMC -- 8.3.4.3. EEC/PNEC -- 8.3.4.4. PCC list in BTB area -- 8.3.4.5. Implication for update of the local PCC list in BTB -- 8.4. Conclusion -- Acknowledgments -- References -- Chapter 9: Modelling mixed forest stands: Methodological challenges and approaches -- 9.1. Introduction -- 9.2. Review Methodology -- 9.2.1. Literature Review on Modelling Mixed Forest Stands -- 9.2.2. Ranking of Forest Models -- 9.3. Results and Discussion -- 9.3.1. Patterns of Ecological Model Use in Mixed Forests -- 9.3.2. Model Ranking -- 9.3.2.1. FORMIX -- 9.3.2.2. FORMIND -- 9.3.2.3. SILVA -- 9.3.2.4. FORECAST -- 9.3.3. Comparison of the Top-Ranked Models -- 9.4. Conclusions -- Acknowledgments -- References -- Chapter 10: Decision in agroecosystems advanced modelling techniques studying global changes in environmental sciences -- 10.1. Introduction -- 10.2. Approaches Based on Management Strategy Simulation -- 10.2.1. Simulation of Discrete Events in Agroecosystem Dynamics -- 10.2.2. Simulation of Agroecosystem Control. , 10.3. Design of Agroecosystem Management Strategy -- 10.3.1. Hierarchical Planning -- 10.3.1.1. HTN planning concepts -- 10.3.1.2. Planning approach in HTNs -- 10.3.1.3. Illustration based on the problem of selecting an operating mode in agriculture -- 10.3.2. Planning as Weighted Constraint Satisfaction -- 10.3.2.1. Constraint satisfaction problem -- 10.3.2.2. Networks of weighted constraints -- 10.3.2.3. Illustration based on crop allocation -- 10.3.3. Planning Under Uncertainty with Markov Decision Processes -- 10.3.3.1. Markov decision processes -- 10.3.3.2. Illustration using a forest management problem -- 10.4. Strategy Design by Simulation and Learning -- 10.5. Illustrations -- 10.5.1. SAFIHR: Modelling a Farming Agent -- 10.5.1.1. Decision problem -- 10.5.1.2. SAFIHR: Continuous planning -- 10.5.1.3. Overview of the overall operation -- 10.6. Conclusion -- References -- Chapter 11: Ecosystem services in relation to carbon cycle of Asansol-Durgapur urban system, India -- 11.1. Introduction -- 11.2. Methods -- 11.2.1. Study Area -- 11.2.2. Urban Forest -- 11.2.3. Agriculture -- 11.2.4. Anthropogenic Activities -- 11.2.5. Cattle Production -- 11.3. Analysis and Discussion -- 11.3.1. Ecosystem Services and Disservices of Urban Forest -- 11.3.2. Ecosystem Services and Disservices of Agricultural Field -- 11.3.3. Ecosystem Services and Disservices Through Anthropogenic Activities -- 11.3.4. Ecosystem Services and Disservices Through Cattle Production -- 11.3.5. Impact on Biodiversity -- 11.3.6. Cultural Services and Disservices -- 11.3.7. Future Perspective of Ecosystem Services -- 11.4. Conclusions -- Acknowledgments -- References -- Chapter 12: Modelling the effects of climate change in estuarine ecosystems with coupled hydrodynamic and biogeochemical mode -- 12.1. Introduction -- 12.2. Coupled Hydrodynamic and Biogeochemical Models. , 12.3. Models as Effective Tools to Support Estuarine Climate Change Impacts Assessment.