Note: Cover -- Half Title -- Series Title -- Title -- Copyright -- Contents -- Acknowledgements -- Series Preface -- Introduction -- PART I CLIMATE CHANGE AND ITS IMPACTS -- 1 John Houghton (2001), 'The Science of Global Warming', Interdisciplinary Science Reviews, 26, pp. 247-57. -- 2 Brent Sohngen and Robert Mendelsohn (1998), 'Valuing the Impact of Large-Scale Ecological Change in a Market: The Effect of Climate Change on U.S. Timber', American Economic Review, 88, pp. 686-710. -- 3 Kenneth D. Frederick and David C. Major (1997), 'Climate Change and Water Resources', Climatic Change, 37, pp. 7-23. -- 4 Gary Yohe and Michael Schlesinger (2002), 'The Economic Geography of the Impacts of Climate Change', Journal of Economic Geography, 2, pp. 311-41. -- 5 Allan D. Brunner (2002), 'El Nino and World Primary Commodity Prices: Warm Water or Hot Air?', Review of Economics and Statistics, 84, pp. 176-83. -- 6 Robert Mendelsohn, William D. Nordhaus and Daigee Shaw (1994), 'The Impact of Global Warming on Agriculture: A Ricardian Analysis', American Economic Review, 84, pp. 753-71. -- 7 John Quiggin and John K. Horowitz (1999), 'The Impact of Global Warming on Agriculture: A Ricardian Analysis: Comment', American Economic Review, 89, pp. 1044-45. -- 8 Robert Mendelsohn and William Nordhaus (1999), 'The Impact of Global Warming on Agriculture: A Ricardian Analysis: Reply', American Economic Review, 89, pp. 1046-48. -- 9 Roy Darwin (1999), 'The Impact of Global Warming on Agriculture: A Ricardian Analysis: Comment', American Economic Review, 89, pp. 1049-52. -- 10 Robert Mendelsohn and William Nordhaus (1999), 'The Impact of Global Warming on Agriculture: A Ricardian Analysis: Reply', American Economic Review, 89, pp. 1053-55. -- PART II EVALUATING THE COSTS AND BENEFITS OF CLIMATE CHANGE MITIGATION. , 11 William D. Nordhaus (1993), 'Rolling the "DICE": An Optimal Transition Path for Controlling Greenhouse Gases', Resource and Energy Economics, 15, pp. 27-50. -- 12 Richard S.J. Tol (1999), 'The Marginal Costs of Greenhouse Gas Emissions', Energy Journal, 20, pp. 61-81. -- 13 Tim Roughgarden and Stephen H. Schneider (1999), 'Climate Change Policy: Quantifying Uncertainties for Damages and Optimal Carbon Taxes', Energy Policy, 27, pp. 415-29. -- 14 Lawrence H. Goulder and Koshy Mathai (2000), 'Optimal C02 Abatement in the Presence of Induced Technological Change', Journal of Environmental Economics and Management, 39, pp. 1-38. -- 15 Charles D. Kolstad (1996), 'Learning and Stock Effects in Environmental Regulation: The Case of Greenhouse Gas Emissions', Journal of Environmental Economics and Management, 31, pp. 1-18. -- 16 Christian Azar and Thomas Sterner (1996), 'Discounting and Distributional Considerations in the Context of Global Warming', Ecological Economics, 19, pp. 169-84. -- 17 Richard B. Howarth (2000), 'Climate Change and the Representative Agent', Environmental and Resource Economics, 15, pp. 135-48. -- 18 Thomas C. Schelling (1995), 'Intergenerational Discounting', Energy Policy, 23, pp. 395-401. -- 19 T.M.L. Wigley, R. Richels and J.A. Edmonds (1996), 'Economic and Environmental Choices in the Stabilization of Atmospheric C02 Concentrations', Nature, 379, pp. 240-43. -- 20 Zhongxiang Zhang (2000), 'Decoupling China's Carbon Emissions Increase from Economic Growth: An Economic Analysis and Policy Implications', World Development, 28, pp. 739-52. -- 21 Robert C. Hyman, John M. Reilly, Mustafa H. Babiker, Ardoin De Masin and Henry D. Jacoby (2003), 'Modeling N on-C02 Greenhouse Gas Abatement', Environmental Modeling and Assessment, 8, pp. 175-86. , 22 Richard G. Newell and Robert N. Stavins (2000), 'Climate Change and Forest Sinks: Factors Affecting the Costs of Carbon Sequestration', Journal of Environmental Economics and Management, 40, pp. 211-35. -- 23 Andrew J. Plantinga, Thomas Mauldin and Douglas J. Miller (1999), 'An Econometric Analysis of the Costs of Sequestering Carbon in Forests', American Journal of Agricultural Economics', 81, pp. 812-24. -- PART III POLICY DESIGN FOR GHG MITIGATION -- 24 Ian W.H. Parry and Roberton C. Williams III (1999), 'A Second-Best Evaluation of Eight Policy Instruments to Reduce Carbon Emissions', Resource and Energy Economics, 21, pp. 347-73. -- 25 William A. Pizer (2002), 'Combining Price and Quantity Controls to Mitigate Global Climate Change', Journal of Public Economics, 85, pp. 409-34. -- 26 Michael Grubb (1997), 'Technologies, Energy Systems and the Timing of C02 Emissions Abatement: An Overview of Economic Issues', Energy Policy, 25, pp. 159-72. -- 27 Adam B. Jaffe and Robert N. Stavins (1994), 'Energy-Efficiency Investments and Public Policy', Energy Journal, 15, pp. 43-65. -- 28 P.R. Shukla (1996), 'The Modelling of Policy Options for Greenhouse Gas Mitigation in India', Ambio, 25, pp. 240-48. -- 29 Scott Barrett (1998), 'Political Economy of the Kyoto Protocol', Oxford Review of Economic Policy, 14, pp. 20-39. -- 30 Adam Rose, Brandt Stevens, Jae Edmonds and Marshall Wise (1998),' International Equity and Differentiation in Global Warming Policy: An Application to Tradeable Emission Permits', Environmental and Resource Economics, 12, pp. 25-51. -- 31 Zili Yang (1999), 'Should the North Make Unilateral Technology Transfers to the South? North-South Cooperation and Conflicts in Responses to Global Climate Change', Resource and Energy Economics, 21, pp. 67-87. , 32 Mustafa Babiker, John M. Reilly and Henry D. Jacoby (2000), 'The Kyoto Protocol and Developing Countries', Energy Policy, 28, pp. 525-36. -- Name Index.

Note: Intro -- Preface -- Contents -- Contributors -- Part I : Global Problems and Mountain Regions -- Chapter 1: Scientific Research Basis for Sustainable Development of the Mountain Regions: Main Concepts and Basic Theories -- 1.1 Introduction -- 1.2 Research Base for Sustainable Development of Mountain Regions -- 1.3 "Pressure, State, Response" (PSR) and DPSIR Models Require Trans-Disciplinarity -- 1.4 Conclusions -- References -- Chapter 2: Solar Activity, Climate Change, and Natural Disasters in Mountain Regions -- 2.1 Background -- 2.2 Heliocentric Hypothesis on Forest Fires -- 2.3 Conclusion -- References -- Chapter 3: Mass Movement Processes Under Changing Climatic and Socioeconomic Conditions -- 3.1 Introduction -- 3.2 The Matrix of Mass Movement Processes and Triggering Parameters -- 3.2.1 Basics -- 3.2.2 The Event of 2005 (Communities of Gasen and Haslau, Austria) -- 3.3 Climate Change: Facts and Assumptions -- 3.4 Socioeconomic Development and Rising Disadvantages -- 3.5 Working with Scenarios: An Approach -- 3.6 Conclusions -- References -- Part II : Nature Resources and Land Use in Mountain Regions -- Chapter 4: Mountains and Mountain Regions in Bulgaria -- 4.1 Introduction -- 4.2 Arguments -- 4.3 Criteria -- 4.4 Results -- 4.5 Conclusion -- References -- Chapter 5: The Nature Potential of Mountains in Bulgaria and Its Sustainable Use -- 5.1 Former Studies on the Natural Potential of the Mountains in Bulgaria -- 5.2 Assessment of Nature Potential by Components for Various Economic Purposes -- 5.2.1 Assessment of Relief -- 5.2.2 Climate Assessment -- 5.2.3 Assessment of Water -- 5.2.4 Assessment of the Soils, Vegetation, and Animal World -- 5.2.5 Complex Assessment of Mountain Landscapes -- 5.3 Assessment of the Possibilities for Sustainable Utilization of the Natural Potential of Mountains -- 5.4 Conclusion -- References. , Chapter 6: Morphometry and Land Use on High Mountains in the Republic of Macedonia -- 6.1 Introduction -- 6.2 Methodology -- 6.3 Basic Morphometric Characteristics -- 6.4 Basic Land Use Characteristics -- 6.4.1 Hypsometry and Land Use -- 6.4.2 Slopes and Land Use -- 6.4.3 Aspects and Land Use -- 6.5 Conclusion -- References -- Chapter 7: Usage of the Mountain Areas in the Republic of Macedonia -- 7.1 Introduction -- 7.2 Methodology of Work and Data Sources -- 7.3 Population as a Precondition for Area Usage -- 7.4 Size of Villages According to Population Number -- 7.5 Usage of the Areas of Mountain Villages -- 7.6 Conclusion -- References -- Chapter 8: Physical Geographic Characteristics and Sustainable Development of the Mountain Area in Montenegro -- 8.1 Introduction -- 8.2 Borders and Division of the Mountain Terrain -- 8.3 Geologic Background -- 8.4 Climate Conditions -- 8.5 Hydrologic Characteristics -- 8.6 Geomorphological Characteristics -- 8.7 Geoheritage and Environmental Protection -- 8.8 Potentials and Limitations for the Application of the Concept of Sustainable Development -- 8.9 Conclusion -- References -- Chapter 9: Climate Variability, Soil, and Forest Ecosystem Diversity of the Dinaric Mountains -- 9.1 Introduction -- 9.2 Climate Characteristics and Observed Climate Change in Dinarides -- 9.3 Main Soil-Forming Factors -- 9.4 Characteristic Soil Types -- 9.5 Forest Vegetation of Dinarides -- 9.6 Climate Modeling and Future Climate Changes in Croatia -- 9.7 Conclusions -- References -- Chapter 10: Assessment of Greek Forests Protection and Management -- 10.1 Introduction: Forest Ecosystems in Greece -- 10.1.1 The General Context -- 10.1.2 Greek Diversity -- 10.2 Forests in Mountain Regions of Greece -- 10.2.1 Morphology and Diversity -- 10.2.2 Species and Formations of Forests in Mountainous Regions of Greece. , 10.3 Direct and Indirect Benefits of Forests -- 10.3.1 Direct Benefits -- 10.3.2 Indirect Benefits -- 10.4 Sustainable Forest Management -- 10.4.1 A Definition -- 10.4.2 The Global View -- 10.4.3 The European View -- 10.4.4 Greek Management -- 10.4.5 Regional Issues -- 10.4.6 The Future Approach -- 10.5 Threats and Risks of the Greek Forests -- 10.6 Restoration of Greek Forest Ecosystems -- References -- Chapter 11: Mapping Forest Fragmentation Based on Morphological Image Analysis of Mountain Regions in Bulgaria and Slovakia -- 11.1 Introduction -- 11.2 Materials and Methods -- 11.2.1 Study Areas -- 11.2.2 Data -- 11.2.3 Morphological Image Analysis -- 11.3 Results and Discussion -- 11.4 Conclusion -- References -- Chapter 12: Evaluation of the Avalanche Danger in Northwest Rila Mountain -- 12.1 Introduction -- 12.2 Avalanche and Avalanche Danger -- 12.3 Conclusions -- References -- Chapter 13: Management of Snow Avalanche Risk in the Ski Areas of the Southern Carpathians-Romanian Carpathians -- 13.1 Introduction -- 13.2 General Facts of the Studied Area -- 13.3 Terrain Factors and Climatic Variables Analysis as Favorable for Ski Activities -- 13.3.1 Terrain Factors -- 13.3.2 Climatic Variables -- 13.4 Management of Snow Avalanche Risk -- 13.5 Conclusions -- References -- Chapter 14: Landscape Structure and Ecosystem Services of Etropole Municipality -- 14.1 Introduction -- 14.2 Study Area -- 14.3 Materials and Methods -- 14.4 Results -- 14.5 Conclusion -- References -- Part III : Social, Economic and Regional Problems of Mountain Regions -- Chapter 15: Demographic Potential and Problems of the Settlements Network in the Mountains of Bulgaria -- References -- Chapter 16: Demographic Limits to Sustainable Development of Mountain Regions in Serbia -- 16.1 Introduction -- 16.2 The Analysis -- 16.3 The Future -- References. , Chapter 17: Changes in the Ethnic and Demographic Profile of the Population in Eastern Stara Planina Region -- 17.1 General Notes -- 17.2 The Turkish Ethnic Group -- 17.3 The Bulgarian and the Roma Ethnic Groups -- 17.4 Classification and Grouping -- References -- Chapter 18: Small Urban Centers in the Alps and Their Development Issues -- 18.1 Introduction -- 18.2 Basic Features of Small Urban Centers in the Alps -- 18.2.1 Population Growth -- 18.2.2 Aging of the Population -- 18.2.3 Working Population -- 18.2.4 Jobs -- 18.2.5 Tourism -- 18.2.6 Transport Accessibility and Mobility -- 18.3 Survey on Contemporary Development Issues -- 18.4 Discussion -- 18.5 Conclusion -- References -- Chapter 19: Impact of Macroeconomic Changes and Property Rights on Forest Degradation, Land Use, and Environmental Situation in Albania -- 19.1 Historical Land Tenure in Albania -- 19.1.1 Privatization of Agricultural Land -- 19.2 Main Land Tenure Issues -- 19.2.1 Land Fragmentation -- 19.3 Effects of Land Reforms on Land Use in Albania After 1991 -- 19.3.1 Land Cover -- 19.3.2 Forest Degradation -- 19.3.3 Pasture Degradation -- 19.4 Conclusions -- References -- Chapter 20: Sustainable Development in the Eastern Black Sea Mountains: Present State and Perspectives -- 20.1 Introduction -- 20.2 The Eastern Black Sea Region -- 20.2.1 Settlement System -- 20.2.2 The Economy -- 20.3 The Eastern Black Sea Regional Development Plan (DOKAP) and Sustainable Mountain Development -- 20.3.1 Legislative Basis -- 20.3.2 Design -- 20.3.3 Objectives, Rationale, and General Description -- 20.3.4 Financing -- 20.3.5 Administration of the Plan -- 20.4 The Project Achievements -- 20.4.1 Accessibility and Mountain Development -- 20.4.2 Tourism and Mountain Development -- 20.4.3 The Kaçkar Mountains National Park: A Model for Sustainable Mountain Development -- 20.5 Conclusion -- References. , Chapter 21: Regional Differences and Regional Planning of Economic Activities in Bosnia and Herzegovina -- 21.1 Introduction -- 21.2 Methodology of Research -- 21.3 Socioeconomic Transformation and Regional Development of Bosnia and Herzegovina Since the Mid-­Twentieth Century -- 21.4 Modern Regional Development of Bosnia and Herzgovina -- 21.5 Conclusion -- References -- Journal Article -- Book -- Part IV : Nature Protection, Conservation and Monitoring -- Chapter 22: Applying Integrated Nature Conservation Management: Using Visitor Management and Monitoring to Handle Conflicts Between Winter Recreation and Grouse Species in Berchtesgaden National Park -- 22.1 Introduction and Background -- 22.2 Study Area and Study Objects -- 22.2.1 Berchtesgaden National Park -- 22.2.2 Winter Recreation: Ski-Touring and Snowshoeing -- 22.2.3 Wildlife: Grouse Species -- 22.3 Temporal and Spatial Use Characteristics of Ski-­Touring and Snowshoeing -- 22.3.1 Visitor Numbers and Temporal Use Characteristics -- 22.3.2 Spatial Use -- 22.4 Conflicts and Integrated Management Measures -- 22.4.1 Winter Season -- 22.4.2 Spring Season -- 22.5 Outlook -- References -- Chapter 23: Environmental Changes in the Maramureş Mountains Natural Park -- 23.1 Introduction -- 23.2 Environmental Changes in  Maramureş Mountains Natural Park -- Settlement Expansion -- Overgrazing -- Deforestation -- Mining Activities -- Touristic Activities -- 23.3 Conclusions -- References -- Chapter 24: BEO Moussala: Complex for Environmental Studies -- 24.1 Introduction -- 24.1.1 Climate Notes -- 24.1.2 The Station Chronology -- 24.2 Environmental Measurements at BEO Moussala -- 24.2.1 Vaisala Automatic Weather Station (AWS) -- 24.2.2 POPs Passive Air Sampling -- 24.2.3 Atmospheric Gas Analysis System -- 24.2.4 BEO Moussala Aerosol Measurement and Devices -- 24.2.4.1 Scanning Mobility Particles Sizer. , 24.2.4.2 Nephelometer TSI 3563.

Note: Intro -- Contents -- Part I: Introduction -- Chapter 1: Ecological Informatics: An Introduction -- 1.1 Introduction -- 1.2 Data Management -- 1.3 Analysis and Synthesis -- 1.4 Communicating and Informing Decisions -- 1.5 Case Studies -- References -- Part II: Managing Ecological Data -- Chapter 2: Project Data Management Planning -- 2.1 Introduction -- 2.2 Components of a Data Management Plan -- 2.2.1 Context -- 2.2.2 Data Collection and Acquisition -- 2.2.3 Data Organization -- 2.2.4 Quality Assurance/Quality Control -- 2.2.5 Documentation -- 2.2.6 Storage and Preservation -- 2.2.7 Data Integration, Analysis, Modeling and Visualization -- 2.2.8 Data Policies -- Box 2.1 Recommended Data Citation Guidelines from Dryad Digital Repository (2016) -- 2.2.9 Communication and Dissemination of Research Outputs -- 2.2.10 Roles and Responsibilities -- 2.2.11 Budget -- 2.3 Developing and Using a Data Management Plan -- 2.3.1 Best Practices for Creating the Plan -- 2.3.2 Using the Plan -- 2.4 Conclusion -- References -- Chapter 3: Scientific Databases for Environmental Research -- 3.1 Introduction -- 3.2 Challenges for Scientific Databases -- 3.3 Examples of Scientific Databases -- 3.3.1 A Useful Analogy -- 3.3.2 Examples of Databases -- 3.4 Evolving a Database -- 3.4.1 A Strategy for Evolving a Database -- 3.4.2 Choosing Software -- 3.4.3 Database Management System (DBMS) Types -- 3.4.4 Data Models and Normalization -- 3.4.5 Advantages and Disadvantages of Using a DBMS -- 3.5 Interlinking Information Resources -- 3.5.1 A Database Related to the Human Genome Project -- 3.5.2 Environmental Databases for Sharing Data -- 3.5.3 Tools for Interlinking Information -- 3.6 Conclusions -- References -- Chapter 4: Quality Assurance and Quality Control (QA/QC) -- 4.1 Introduction -- 4.2 Quality Assurance -- 4.3 Quality Control -- 4.3.1 Data Filters. , 4.3.2 Graphical QC -- 4.3.3 Statistical QC -- 4.3.4 Treatment of Errors and Outliers -- 4.4 Implementing QA/QC -- 4.5 Conclusion -- References -- Chapter 5: Creating and Managing Metadata -- 5.1 Introduction -- 5.2 Metadata Descriptors -- 5.3 Metadata Standards -- 5.3.1 Dublin Core Metadata Initiative -- 5.3.2 Darwin Core -- 5.3.3 Ecological Metadata Language -- 5.3.4 GBIF Metadata Profile -- 5.3.5 FGDC CSDGM -- 5.3.6 ISO 19115 -- 5.4 Metadata Management -- 5.4.1 Metadata Tools -- 5.4.2 Best Practices for Creating and Managing Metadata -- 5.5 Conclusion -- References -- Chapter 6: Preserve: Protecting Data for Long-Term Use -- 6.1 Introduction -- 6.1.1 Preservation and Its Benefits -- 6.2 Practices for Preserving Ecological Data -- 6.2.1 Define the Contents of Your Data Files -- 6.2.2 Define the Parameters -- 6.2.3 Use Consistent Data Organization -- 6.2.4 Use Stable File Formats -- 6.2.5 Specify Spatial Information -- 6.2.6 Assign Descriptive File Names -- 6.2.7 Document Processing Information -- 6.2.8 Perform Quality Assurance -- 6.2.9 Provide Documentation -- 6.2.10 Protect Your Data -- 6.3 Prepare Your Data for Archival -- 6.4 What the Archive Does -- 6.4.1 Quality Assurance -- 6.4.2 Documentation and Metadata -- 6.4.3 Release of a Data Set -- 6.5 Data Users -- 6.6 Conclusions -- Appendix: Example R-Script for Processing Data -- References -- Chapter 7: Data Discovery -- 7.1 Introduction -- 7.2 Discovering Data Created by Others -- 7.2.1 Internet Search Engines -- 7.2.2 Data Repositories -- 7.2.3 Data Directories -- 7.2.4 Data Aggregators -- 7.3 Best Practices for Promoting Data Discovery and Reuse -- 7.3.1 Data Products -- Box 7.1 DataCite Recommendations for Data Citation -- Box 7.2 Dryad Digital Repository Data Citation Recommendations -- 7.3.2 Scientific Code -- References -- Chapter 8: Data Integration: Principles and Practice. , 8.1 Introduction -- 8.2 Essential Characteristics of All Data -- 8.3 Data as Records About Reality -- 8.4 Record-Keeping and Prose Documents as Data Integration Challenges -- 8.5 Formal Data Structures Facilitate Integration -- 8.5.1 Sets and Sequences -- 8.5.2 Matrices -- 8.5.3 Cross-classifications -- 8.5.4 Tables -- 8.5.5 Tables or Spreadsheets? -- 8.5.6 Tables or Cross-classifications? -- 8.5.7 Modeling True Tables -- 8.5.8 Need for Global Keys -- 8.6 Merging or JOINing Tables -- 8.6.1 APPENDING or Unioning -- 8.6.2 JOINs -- 8.7 The Datum Is the Atom -- 8.8 Conclusion -- References -- Part III: Analysis, Synthesis and Forecasting of Ecological Data -- Chapter 9: Inferential Modelling of Population Dynamics -- 9.1 Introduction -- 9.2 Inferential Modelling of Ecological Data by the Hybrid Evolutionary Algorithm -- 9.2.1 Population Dynamics of the Cyanobacterium Microcystis in Lake Müggelsee (Germany) -- 9.2.2 Meta-Analysis of Population Dynamics of the Cyanobacterium -- 9.3 Inferential Modelling of Ecological Data by Regression Trees -- 9.3.1 Induction Algorithm of Regression Trees -- 9.3.2 Pruning of Regression Trees -- 9.3.3 Diatom Populations in Lake Prespa (Mazedonia) -- 9.3.4 Vegetation Status of Selected Land Sites in Victoria (Australia) -- 9.4 Conclusions -- References -- Chapter 10: Process-Based Modeling of Nutrient Cycles and Food-Web Dynamics -- 10.1 Introduction -- 10.2 Zero- and One-Dimensional Lake Models -- 10.2.1 Zero-Dimensional Model for the Phosphorus Cycle in a Hypereutrophic Wetland -- 10.2.2 One-Dimensional Model for Nutrient Cycles and Plankton Dynamics in Lakes and Reservoirs -- 10.3 Multi-dimensional Lake Models -- 10.3.1 Horizontal and Vertical Transport of Nutrients and Organisms -- 10.3.2 Multi-segment Lake Model for Studying Dreissenids and Macrophytes -- 10.4 Concluding Remarks -- References. , Chapter 11: Uncertainty Analysis by Bayesian Inference -- 11.1 Does Uncertainty Really Matter? -- 11.2 Hamilton Harbour -- 11.2.1 Introduction -- 11.2.2 Eutrophication Modeling to Elucidate the Role of Lower Food Web -- 11.2.3 Nutrient Export Modeling for the Hamilton Harbour Watershed -- 11.3 Bay of Quinte -- 11.3.1 Introduction -- 11.3.2 Modeling the Relationship Among Watershed Physiography, Land Use Patterns, and Phosphorus Loading -- 11.3.3 Eutrophication Risk Assessment with Process-Based Modeling and Determination of Water Quality Criteria -- 11.4 Concluding Remarks -- References -- Chapter 12: Multivariate Data Analysis by Means of Self-Organizing Maps -- 12.1 Introduction -- 12.2 Properties of a Self-Organizing Map -- 12.3 Data Preparation -- 12.3.1 Missing Values and Outliers -- 12.3.2 Data Transformation -- 12.3.3 Distance Measure -- 12.4 Self-Organizing Maps -- 12.4.1 Architecture -- 12.4.2 Learning Algorithm -- Box 12.1 Sequential Learning Algorithm of an SOM -- 12.4.3 Evaluation of Trained Map Quality -- 12.4.4 Optimum Map Size -- 12.4.5 Clustering SOM Units -- 12.4.6 Evaluation of Input Variables -- 12.4.7 Relations Between Biological and Environmental Variables -- 12.5 Application in Ecological Modelling -- 12.6 SOM Tools -- 12.7 Example of SOM Application -- 12.8 Advantages and Disadvantages -- 12.8.1 Utility for Training and Information Extraction -- 12.8.2 Visualization and Recognition -- 12.8.3 Architecture Flexibility -- 12.8.4 Flexibility in Combining with Other Models -- 12.8.5 Constraints on Measure Consistency and Output Variability -- 12.8.6 Necessity of Sufficient Data -- 12.9 Future Development -- 12.10 Conclusions -- References -- Chapter 13: GIS-Based Data Synthesis and Visualization -- 13.1 Introduction -- 13.2 Synthesizing Species Distributions by Virtual Species. , 13.3 Cartograms to Synthesize and Visualize Sampling Effort Bias -- 13.4 Fuzzy Methods to Synthesize Species Distribution Uncertainty -- 13.5 Synthesis of Remote Sensing Data -- 13.5.1 Exploratory Data Analysis -- 13.5.1.1 Correlation of Remotely Sensed Bands by Hexagon Binning -- 13.5.1.2 Correlation Among Several Layers by Texture Measures -- 13.5.2 Fourier Transformations -- 13.6 Synthesizing Diversity Measurements from Space: The Case of Generalized Entropy -- 13.7 Neutral Landscapes -- 13.8 Conclusions -- References -- Part IV: Communicating and Informing Decisions -- Chapter 14: Communicating and Disseminating Research Findings -- 14.1 Introduction -- 14.2 Publishing Research Findings -- 14.2.1 Scholarly Publications -- 14.2.1.1 Journal Articles -- 14.2.1.2 Abstracts -- 14.2.1.3 Technical Reports -- 14.2.1.4 Books and Book Chapters -- 14.2.2 Newspaper and Magazine Articles for General Audiences -- 14.2.3 Designing Effective Figures -- 14.3 Communicating Research Findings Outside of Publications -- 14.3.1 Simple Steps for Giving an Effective Presentation -- 14.3.2 Best Practices for Slides -- 14.3.2.1 Slide Design -- 14.3.2.2 Text Slides -- 14.3.2.3 Graphics -- 14.3.3 Handouts -- 14.3.4 Posters -- 14.4 Communication in a Virtual Environment -- 14.4.1 Websites -- 14.4.2 Types and Uses of Different Social Media -- 14.4.3 Simple Steps for Effective Use of Social Media -- 14.4.4 Understanding Your Social Media Impact -- 14.5 Metrics and Altmetrics -- 14.6 Conclusion -- References -- Chapter 15: Operational Forecasting in Ecology by Inferential Models and Remote Sensing -- 15.1 Introduction -- 15.2 Early Warning of HABs Based on Inferential Modelling -- 15.2.1 Cyanobacterium Cylindrospermopsis in Lake Wivenhoe (Australia) -- 15.2.2 Cyanotoxin Microcystins in Lake Vaal (South Africa) -- 15.3 Early Warning of HABs Based on Remotely-Sensed Data. , 15.3.1 Earth Observation of Water Quality Parameters.

Note: Intro -- Preface -- Contents -- About the Authors -- List of Abbreviations and Acronyms -- Pamirian Spaces: Mapping Process Geographies in the Mountainous Periphery -- Introduction -- Protection of Indigenous Rights? -- Alai and Pamirs: Environmental Niche and Hub of Ecological Resources -- Border Processes -- Scope of the Volume -- References -- Pamir or Pamirs: Perceptions and Interpretations -- Introduction -- Colonial Exploration of the Pamirian Void -- Classification of Exclusion and Inclusion -- The Pamir Highway: An Internal Artery Motivating Cross-­Border Road Construction -- Regionalisation of the Pamirs: Introduction of the Various Pamirian Regions -- Importance of the Pamirian Knot -- References -- Archival Records -- Who Is Mapping the Pamirs? A Review on Plant and Vegetation Sciences -- Introduction -- Data Collection -- Discussion of the Dataset -- Results -- Paper Statistics -- Journal Statistics -- Author Statistics -- Coauthor Networks -- Discussion -- References -- Geomorphic Features of the Eastern Pamirs, with a Focus on the Occurrence of Intermontane Basins -- Introduction -- Regional Setting -- Tectonic Features -- Present and Past Climatic Features -- Intermontane Basins in the Eastern Pamirs -- Tectonic Basins -- Basins Related to Downstream Damming -- Glaciated Basins -- Alichur Pamir -- Great Pamir -- Little Pamir -- Concluding Remarks -- References -- Water of the Pamir - Potential and Constraints -- Introduction -- Observed Glacier Changes -- Observed Runoff Changes -- Future Trends -- Conclusions -- References -- Khans, Kings, Communists, Warlords and Presidents: Afghan Kirghiz Socioeconomic Strategies for Extorting and Extracting from the State -- Introduction -- State-Society Relations: The Kirghiz Experience -- Political Capital -- Non-state Sources of Patronage -- A Direct Line to Kabul. , The Politics of State Patronage -- A Last Migration for the Afghan Kirghiz? -- References -- Changes in the Relationship Between Borders and Pastoral Mobility in Mountain Regions of Central Asia -- National Independence: An Obstacle for Transboundary Pastoral Mobility in Central Asia? -- Spatial Boundaries and Pastoral Mobility: A Tricky Relationship -- 'Containment of Chaotic Land Use' under Russia's Colonial Rule -- 'Nationalisation of the Means of Production' and Planned Economy in Soviet Times -- Contemporary Suppressed Transboundary Mobility -- Conclusion: Effects and Risks of Resource-Related 'Othering' Strategies -- Interview Partners -- References -- Seasonal Pasture Use and Vegetation Cover Changes in the Alai Valley, Kyrgyzstan -- Introduction -- Study Area -- Data Set and Methods -- Interviews -- Satellite-Based Vegetation Index Data -- Grazing Intensity -- GIS -- Results -- Seasonal Pasture Use -- Changes in Vegetated Cover -- Analysis of Grazing Intensity -- Discussion -- Conclusions -- References -- Diversity of Seasonal Migration of Livestock in the Eastern Alai Valley, Southern Kyrgyzstan -- Introduction -- Study Area and Method -- Movement Patterns of Livestock Grazing in the Eastern Alai Valley -- Sary-Tash -- Taldy-Suu -- Seasonal Pastoral Practise and Natural Environments in the Eastern and Western Alai Valley -- Discussion -- Comparison Between the Eastern and Western Valleys -- Inequality of Pastureland Use and Future Sustainability -- Conclusions -- References -- Kezüü and Novad: A Form of Pastoralism in the Eastern Alai Valley, Southern Kyrgyzstan -- Introduction -- Development of the Cooperative Daily Grazing System of Kezüü/Novad in the Alai Valley -- Study Area and Method -- The Cooperative Daily Grazing System of Kezüü in Sary-Tash and Taldy-Suu -- Kezüü in Sary-Tash AA -- Kezüü in Taldy-Suu AA. , Types of Kezüü and Novad Throughout the Entire Alai Valley -- Types of Kezüü and Novad Throughout the Entire Alai Valley -- References -- External Support and Local Agency: Uncertain Transformations of Livelihoods in the Pamirian Borderland of Tajikistan -- Introduction -- Borderlands as Social Space -- Historic Legacy: The Pamirs as a Soviet Borderland -- Persistence and Change in Tajikistan's Borderland During the Transition Period -- Russian Border Forces: Persisting Role after the Soviet Dissolution -- Post-Soviet Economic Realities: Humanitarian Relief and Dissolution of Exchange Relations -- Livelihood Trajectories in the Border District -- Less Urgency for Economic Success -- 'Hidden' Emergency Assistance -- Exclusive Buffer Zone Access -- Conclusions -- Interview Partners -- References -- The Current Status of Lifestyle and Occupations in the Wakhan Area of Tajikistan -- Introduction -- General Description of the Wakhan Area and Its Inhabitants -- Status of Agriculture and Local Society -- Agriculture and Other Employment -- Infrastructure and Education -- Introducing Sustainable Tourism -- Conclusions -- References -- Political Ecology of Human-Environment Change in Gojal, Gilgit-Baltistan, Pakistan -- Introduction -- Legal and Constitutional Liminality -- Global Conservation -- Transnational Ismailism -- Road Infrastructure -- The Attabad Landslide -- Conclusion -- References -- The Changes in Regional Structure and Land Use Related to External Factors in Hussaini Village, Northern Pakistan -- Introduction -- Changes in the Regional Structure and Farmland Use in Hussaini Village -- The Period of Isolation before the Opening of the Karakoram Highway -- The Period of Opening Up: The 1980s Until the Late 2000s -- The Period between 2010 and the Present after the Emergence of the Dammed Lake -- Conclusions -- References. , Humanitarianism Across Mountain Valleys: "Shia Aid" and Development Encounters in Northern Pakistan and Eastern Tajikistan -- Introduction -- Entering Contact Zones -- Developing Hunza -- Education for Nagar -- Saving and Substituting in the State in Gorno-Badakhshan -- Worldly Duties and Sectarian Aims -- Conclusion -- References -- History of the Development of the Pamir Region of Tajikistan (Gorno-Badakhshan) -- Introduction -- Early Development History -- Nineteenth-Century Russian Exploration -- Permanent Russian Presence and Early Development Activities -- Population Growth -- Soviet Period -- Socialist Revolution in a Muslim Country -- Food Production -- The Post-Soviet Period and the Aga Khan Foundation -- A New Paradigm -- Sustainable Solutions -- Health -- Emergency Needs -- Pharmaceuticals -- Essential Hospital Services -- Health Management Information System (HMIS) -- Education -- Agricultural Reform -- Food Diversification -- Village-Level Autonomy -- Gender and Social Equality -- Energy -- Challenges and Future Prospects -- References -- Conclusions: Why Do We Need to Make Efforts to Map the Transition? -- Introduction -- Transitions: Driven by External Pressures or Internal Efforts? -- The Next Step -- References.