ALBERT

Note: Ersch. unregelmäßig , Beiträge teilweise in Englisch

Note: Contents: 1 Introduction to the Application of Paleoecological Techniques in Estuaries / Kathryn H. Taffs, Krystyna M. Saunders, Kaarina Weckström, Peter A. Gell, and C. Gregory Skilbeck. - PART I ESTARIES AND THEIR MANAGEMENT. - 2 Estuary Form and Function: Implications for Palaeoecological Studies / Peter Scanes, Angus Ferguson, and Jaimie Potts. - 3 Geology and Sedimentary History of Modern Estuaries / C. Gregory Skilbeck, Andrew D. Heap, and Colin D. Woodroffe. - 4 Paleoecological Evidence for Variability and Change in Estuaries: Insights for Management / Krystyna M. Saunders and Peter A. Gell. - PART II CORING AND DATING OF ESTUARINE SEDIMENTS. - 5 Sediment Sampling in Estuaries: Site Selection and Sampling Techniques / C. Gregory Skilbeck, Stacey Trevathan-Tackett, Pemika Apichanangkool, and Peter I. Macreadie. - 6 Some Practical Considerations Regarding the Application of 210Pb and 137Cs Dating to Estuarine Sediments / Thorbjoern Joest Andersen. - 7 Radiocarbon Dating in Estuarine Environments / Jesper Olsen, Philippa Ascough, Bryan C. Lougheed, and Peter Rasmussen. - PART III TECHNIQUES FOR PALAEOENVIRONMENTAL RECONSTRUCTIONS IN ESTUARINES. - 8 Lipid Biomarkers as Organic Geochemical Proxies for the Paleoenvironmental Reconstruction of Estuarine Environments / John K. Volkman and Rienk H. Smittenberg. - 9 C/N ratios and Carbon Isotope Composition of Organic Matter in Estuarine Environments / Melanie J. Leng and Jonathan P. Lewis. - 10 Physical and Chemical Factors to Consider when Studying Historical Contamination and Pollution in Estuaries / Amanda Reichelt-Brushett, Malcolm Clark, and Gavin Birch. - 11 Diatoms as Indicators of Environmental Change in Estuaries / Kathryn H. Taffs, Krystyna M. Saunders, and Brendan Logan. - 12 Dinoflagellate Cysts as Proxies for Holocene Environmental Change in Estuaries: Diversity, Abundance and Morphology / Marianne Ellegaard, Barrie Dale, Kenneth N. Mertens, Vera Pospelova, and Sofia Ribeiro. - 13 Applications of Foraminifera, Testate Amoebae and Tintinnids in Estuarine Palaeoecology / Anupam Ghosh and Helena L. Filipsson. - 14 Ostracods as Recorders of Palaeoenvironmental Change in Estuaries / Jessica M. Reeves. - 15 Application of Molluscan Analyses to the Reconstruction of Past Environmental Conditions in Estuaries / G. Lynn Wingard and Donna Surge. - 16 Corals in Estuarine Environments: Their Response to Environmental Changes and Application in Reconstructing Past Environmental Variability / Francisca Staines-Urías. - 17 Inferring Environmental Change in Estuaries from Plant Macrofossils / John Tibby and Carl D. Sayer. - 18 Applications of Pollen Analysis in Estuarine Systems / Joanna C. Ellison. - PART IV CASE STUDIES. - 19 Palaeo-Environmental Approaches to Reconstructing Sea Level Changes in Estuaries / Brigid V. Morrison and Joanna C. Ellison. - 20 Paleoecology Studies in Chesapeake Bay: A Model System for Understanding Interactions between Climate, Anthropogenic Activities and the Environment / Elizabeth A. Canuel, Grace S. Brush, Thomas M. Cronin, Rowan Lockwood, and Andrew R. Zimmerman. - 21 Paleosalinity Changes in the Río de la Plata Estuary and on the Adjacent Uruguayan Continental Shelf over the Past 1200 Years: An Approach Using Diatoms as a Proxy / Laura Perez, Felipe García-Rodríguez, and Till J.J. Hanebuth. - 22 Application of Paleoecology to Ecosystem Restoration: A Case Study from South Florida’s Estuaries / G. Lynn Wingard. - 23 Paleolimnological History of the Coorong: Identifying the Natural Ecological Character of a Ramsar Wetland in Crisis / Peter A. Gell. - 24 Palaeoenvironmental History of the Baltic Sea: One of the Largest Brackish-water Ecosystems in the World / Kaarina Weckström, Jonathan P. Lewis, Elinor Andrén, Marianne Ellegaard, Peter Rasmussen, and Richard Telford. - Glossary. - Index

Note: In kyrill. Schr.

Note: Contents: Lists of figures. - List of contributors. - Preface. - 1. Challenges for ice age dynamics: a dynamical systems perspective / Michel Crucifix, Guillaume Lenoir and Takahito Mitsui. - 2. Tipping points in the climate system / Peter Ditlevsen. - 3. Atmospheric teleconnection patterns / Steven B. Feldstein and Christian L. E. Franzke. - 4. Atmospheric regimes: the link between weather and the large scale circulation / David M. Straus, Franco Molteni and Susanna Corti. - 5. Low-frequency regime transitions and predictability of regimes in a barotropic model / Balu T. Nadiga and Terence J. O'Kane. - 6. Complex network techniques for climatological data analysis / Reik V. Donner, Marc Wiedermann and Jonathan F. Donges. - 7. On inference and validation of causality relations in climate teleconnections / Illia Horenko, Susanne Gerber, Terence J. O'Kane, James S. Risbey and Didier P. Monselesan. - 8. Stochastic climate theory / Georg A. Gottwald, Daan T. Crommelin and Christian L. E. Franzke. - 9. Stochastic subgrid modelling for geophysical and three-dimensional turbulence / Jorgen S. Frederiksen, Vassili Kitsios, Terence J. O'Kane and Meelis J. Zidikheri. - 10. Model error in data assimilation / John Harlim. - 11. Long-term memory in climate: detection, extreme events, and significance of trends / Armin Bunde and Josef Ludescher. - 12. Fractional stochastic models for heavy tailed, and long-range dependent, fluctuations in physical systems / Nicholas W. Watkins. - 13. Modelling spatial extremes using Max-Stable Processes / Mathieu Ribatet. - 14. Extreme value analysis in dynamical systems: two case studies / Tamás Bódai. - Index.

Note: Beiträge überwiegend deutsch, teilweise englisch

Note: Contents: Foreword ; Executive summary ; Acknowledgements ; Chapter 1 The global outlook ; Chapter 2 Tracking clean energy progress ; Chapter 3 Accelerating the transition to sustainable buildings ; Chapter 4 Advancing the low-carbon transition in industry ; Chapter 5 Steering transport towards sustainability ; Chapter 6 Transforming electricity systems ; Chapter 7 Delivering sustainable bioenergy ; Chapter 8 Unlocking the potential of carbon capture and storage ; Annex A Analytical approach ; Annex B Abbreviations and acronyms ; Annex C Definitions, regional and country groupings and units ; Annex D List of figures, tables and boxes

Note: Contents: Chapter 1. Water Everywhere and Nowhere ; Chapter 2. Back to Life ; Chapter 3. Put Watersheds to Work ; Chapter 4. Make Room for Floods ; Chapter 5. Bank It for a Dry Day ; Chapter 6. Fill the Earth ; Chapter 7. Conserve in the City ; Chapter 8. Clean It Up ; Chapter 9. Close the Loop ; Chapter 10. Let It Flow ; Chapter 11. Rescue Desert Rivers ; Chapter 12. Share

Note: Contents: Fundamentals -- Applications of catastrophe modelling -- The perils in brief -- Building catastrophe models -- Developing a view of risk -- Summary and the future

Note: Contents: Part I: Dynamics of the Green Transition; 1. Introduction; 2. Evolutionary Dynamics of Our Industrial Civilization; 3. Ecomodernization –with ‘Chinese Characteristics’; 4. Sociotechnical Transitions: A Sixth Wave; 5. No Wonder China and India Are Pursuing Green Growth Strategies So Vigorously; 6. Finance Now Playing a Central Role in the Green Shift; 7. Can the China Model Be Utilized by Other Industrializing Countries?; 8. Green Growth Development Strategies, Local Content Requirements and World Trade; 9. Farewell Fossil Fuels; Part II: Sixth Wave Eco- Innovations; 10. Global Population Peaking […] and Urbanizing; 11. Energy That Is Clean, Cheap, Abundant – and Safe; 12. Reframing Renewables as Enhancing Energy Security; 13. The Myths of ‘Renewistan’; 14. Recirculation and Regeneration of Resources (Circular Economy); 15. Food and Fresh Water Production; 16. Energy, Water, Food for Cities: Deploying a Positive Triple Nexus; 17. Eco- Cities of the Future; 18. When Ceres Meets Gaia; Bibliography; Index.

Note: Content: Preface. - 1 IASC Internal Development. - IASC Organization. - IASC Council . - IASC Executive Committee. - IASC Secretariat. - Allen Pope New IASC Executive Secretary. - IASC Secretariat Moves to Iceland. - IASC Future Strategy. - IASC Medal 2017. - 2 IASC Working Groups. - Cross-Cutting Initiatives. - Atmosphere Working Group (AWG). - Cryosphere Working Group (CWG). - Marine Working Group (MWG). - Social and Human Working Group (SHWG). - Terrestrial Working Group (TWG). - 3 Arctic Science Summit Week 2016. - Upcoming ASSWs. - 4 Data and Observations. - Arctic Data Committee (ADC). - Sustaining Arctic Observing Networks (SAON). - 5 Partnerships. - Asian Forum for Polar Sciences (AFoPS). - Arctic Council. - 6 Capacity Building. - IASC Fellowship Program. - Overview of Supported Early Career Scientists. - Annex. - Polar Acronyms.

Note: Contents: Part One: Value ; Chapter: 1. Introduction to Corporate Finance ; Chapter: 2. How to Calculate Present Values ; Chapter: 3. Valuing Bonds ; Chapter: 4. The Value of Common Stocks ; Chapter: 5. Net Present Value and Other Investment Criteria ; Chapter: 6. Making Investment Decisions with the Net Present Value Rule ; Part Two: Risk ; Chapter: 7. Introduction to Risk and Return ; Chapter: 8. Portfolio Theory and the Capital Asset Pricing Model ; Chapter: 9. Risk and the Cost of Capital ; Part Three: Best Practices in Capital Budgeting ; Chapter: 10. Project Analysis ; Chapter: 11. Investment, Strategy, and Economic Rents ; Chapter: 12. Agency Problems, Compensation, and Performance Measurement ; Part Four: Financing Decisions and Market Efficiency ; Chapter: 13. Efficient Markets and Behavioral Finance ; Chapter: 14. An Overview of Corporate Financing ; Chapter: 15. How Corporations Issue Securities ; Part Five: Payout Policy and Capital Structure ; Chapter: 16. Payout Policy ; Chapter: 17. Does Debt Policy Matter? ; Chapter: 18. How Much Should a Corporation Borrow? ; Chapter: 19. Financing and Valuation ; Part Six: Options ; Chapter: 20. Understanding Options ; Chapter: 21. Valuing Options ; Chapter: 22. Real Options ; Part Seven: Debt Financing ; Chapter: 23. Credit Risk and the Value of Corporate Debt ; Chapter: 24. The Many Different Kinds of Debt ; Chapter: 25. Leasing ; Part Eight: Risk Management ; Chapter: 26. Managing Risk ; Chapter: 27. Managing International Risks ; Part Nine: Financial Planning and Working Capital Management ; Chapter: 28. Financial Analysis ; Chapter: 29. Financial Planning ; Chapter: 30. Working Capital Management ; Part Ten: Mergers, Corporate Control, and Governance ; Chapter: 31. Mergers ; Chapter: 32. Corporate Restructuring ; Chapter: 33. Governance and Corporate Control Around the World ; Part Eleven: Conclusion ; Chapter: 34. Conclusion: What We Do and Do Not Know About Finance

Note: Contents: 1 Overview ; 2 The anatomy of climate-related natural disasters ; 3 The rising threat of climate-related natural disasters ; 4 Climate change mitigation ; 5 Climate adaptation and disaster management ; 6 Transforming mindsets, motivation, and politics ; 7 A new development paradigm

Note: Contents: Preface. - Chapter 1: Overview of modern and Quaternary vegetation in China. - 1.1 Northwest region / Tang Lingyu and Shen Caiming. - 1.1.1 Overview of modern vegetation. - 1.1.1.1 Gobi desert and desert vegetation in eastern Xinjiang. - 1.1.1.2 Extremely arid desert and shrubland vegetation in the Qaidam Basin. - 1.1.1.3 Arid desert shrub and semi-shrub vegetation in the Hexi Corridor. - 1.1.1.4 Sylvosteppe or pine-oak forest in the transitional region between semi-humid and semi-arid monsoonal climate of temperate zone in the Loess Plateau. - 1.1.2 Overview of Quaternary vegetation. - 1.1.2.1 Vegetation and environment since the early Pleistocene in Qinghai. - 1.1.2.2 Holocene vegetation succession of steppe/meadow in north Xizang (Tibet). - 1.1.2.3 Vegetation and environment since the late Pleistocene in the Loess Plateau. - 1.1.2.4 Vegetation and environment since the early Pleistocene in Xinjiang. - 1.2 Northern region / Tang Lingyu and Li Chunhai. - 1.2.1 Overview of modern vegetation. - 1.2.1.1 Coniferous and broadleaved forest and meadow of temperate zone in Northeast China. - 1.2.1.2 Oak forest of river valley, Chinese pine forest, and shrub steppe in the lower valley of Liaohe River, North China plain, southern Shanxi, and central Shaanxi plain. - 1.2.2 Overview of Quaternary vegetation. - 1.2.2.1 Vegetation and environment since the early Pleistocene in North China. - 1.2.2.2 Vegetation and environment since the early Pleistocene in Northeast China. - 1.3 Southeast region / Shu Junwu and Tang Lingyu. - 1.3.1 Overview of modern vegetation. - 1.3.2 Overview of Quaternary vegetation. - 1.3.2.1 Vegetation succession since the mid-Pleistocene in Hubei. - 1.3.2.2 Vegetation and environment since the late Pleistocene in the lower valley of the Yangtze River. - 1.3 .2.3 Forest succession since the last glaciation in southeast coast of Fujian. - 1.3.2.4 Vegetation and environment since the late Pleistocene in the central Taiwan. - 1.4 South region / Mao Limi, Tang Lingyu and Shen Cairning. - 1.4.1 Overview of modern vegetation. - 1.4.1.1 Vegetation in the southern zone of middle subtropical evergreen broadleaved forest. - 1.4.1.2 Vegetation in the zone of south subtropical evergreen broadleaved forest. - 1.4.1.3 Tropical semi-evergreen monsoonal forest and tropical monsoonal forest. - 1.4.2 Overview of Quaternary vegetation. - 1.4.2.1 Vegetation in the Zhujiang delta and Chaozhou plain since the Pleistocene recorded by pollen and spores. - 1.4.2.2 Vegetation and climate since the late Pleistocene in Leizhou Peninsula and Holocene vegetation and climate in Hainan Island. - 1.4.2.3 Late Quaternary pollen and spores, vegetation and climate records in the South. - 1.4.2.4 Vegetation and climate since the late Pleistocene in Hong Kong. - 1.5 Southwest region / Shu Junwu, Tang Lingyu and Shen Caiming. - 1.5.1 Overview of modern vegetation. - 1.5.1.1 Vegetation of evergreen broadleaved forest in the Yunnan , Guizhou and western Sichuan Plateau. - 1.5.1.2 Vegetation of coniferous forest in southeast Xizang. - 1.5.2 Overview of Quaternary vegetation. - 1.5.2.1 Holocene vegetation in northwest Yunnan. - 1.5.2.2 Vegetation and monsoonal climate history since the late Pleistocene in western and south-central Yunnan. - 1.5.2.3 Holocene vegetation in western Sichuan. - 1.5.2.4 Vegetation and environment since the late Pleistocene in Guizhou. - 1.5.2.5 Vegetation and monsoonal climate history since the late Pleistocene in southeastern Xizang. - Chapter 2 Main types of Quaternary pollen and spores and their characteristics in different regions of China. - 2.1 Northwest region / Tang Lingyu and Mao Limi. - 2.1.1 Types of Quaternary pollen and spores in Northwest China. - 2.1.2 Identifiable features of major Quaternary pollen and spores in Northwest China. - 2.1.2.1 Identifiable features of main Compositae pollen types. - 2.1.2.2 Identifiable features of Artemisia, Tamarix, and Zygophyllum pollen. - 2.1.2.3 Identifiable features of Rhamnus, Hippophae, and Elaeagnus pollen. - 2.1.3 Descriptions of morphological features for major Quaternary spores and pollen in Northwest China. - 2.1.3.1 Photomicrographs for major Quaternary pollen types in Northwest China. - 2.1.3.2 Descriptions of morphological features for major Quaternary pollen types in Northwest China. - 2.2 Northern region / Tang Lingyu. - 2.2.1 Types of Quaternary pollen and spores in Northern China. - 2.2.2 Identifiable features of major Quaternary pollen and spores in Northern China. - 2.2.2.1 Identification keys of pollen morphology for several saccate genera of Pinaceae. - 2.2.2.2 Identifiable features of pollen morphology for genera of Betulaceae. - 2.2.2.3 Identifiable features of tricolpate pollen from Salix and Cruciferae. - 2.2.2.4 Identifiable features of tricolpate pollen from Ranunculaceae and Labiatae. - 2.2.3 Descriptions of morphological features for major Quaternary spores and pollen in Northern China. - 2.2.3.1 Photomicrographs for major Quaternary pollen types in Northern China. - 2.2.3.2 Descriptions of morphological features for major Quaternary pollen types in Northern China. - 2.3 Southeast region / Tang Lingyu and Shu Junwu. - 2.3.1 Types of Quaternary pollen and spores in Southeast China. - 2.3.2 Identifiable features of major Quaternary pollen and spores in Southeast China. - 2.3.2.1 Identifiable features of pollen morphology for Fagaceae. - 2.3.2.2 Identification keys of pollen morphology for several genera of Fagaceae. - 2.3.2.3 Identifiable features of pollen morphology for several genera of Fagaceae. - 2.3.2.4 Identifiable features of pollen morphology for several genera of tropical and subtropical. - 2.3.3 Descriptions of morphological features for major Quaternary pollen and spores in Southeast China. - 2.3.3.1 Photomicrographs for major Quaternary pollen types in Southeast China. - 2.3.3.2 Descriptions of morphological features for major Quaternary pollen types in Southeast China. - 2.4 South region / Mao Limi and Tang Lingyu. - 2.4.1 Types of Quaternary pollen and spores in South China. - 2.4.2 Identifiable features of main Quaternary pollen and spores in South China. - 2.4.2.1 Modern distribution and paleophytogeography of Sonneratia and its identifiable features of pollen morphology. - 2.4.2.2 Modern distribution and paleoecology significance of Rhizophoraceae and its identifiable features of pollen morphology. - 2.4.3 Photomicrographs and descriptions of morphological features for major Quaternary pollen and spores in South China. - 2.4.3.1 Photomicrographs for major Quaternary pollen and spores in South China. - 2.4.3.2 Descriptions of morphological features for major Quaternary pollen and spores in South China. - 2.5 Southwest region / Tang Lingyu and Shu Junwu. - 2.5.1 Types of Quaternary pollen and spores in Southwest China. - 2.5.2 Identifiable feature of main Quaternary pollen and spores in Southwest China. - 2.5.2.1 Plant distribution and pollen features of Pinaceae in Southwest China. - 2.5.2.2 Identification keys of pollen morphology for Pinaceae. - 2.5.3 Descriptions of morphological features for major Quaternary pollen and spores in Southwest China. - 2.5.3.1 Photomicrographs for common pollen in Southwest China. - 2.5.3.2 Descriptions of morphological features for major Quaternary pollen and spores in Southwest China. - Chapter 3 Plates and descriptions of Quaternary pollen and spores in different region of China. - 3.1 Northwest region / Tang Lingyu and Mao Limi. - Spores of the pteridophyte Plates 1-3. - Gymnosperm pollen Plates 3-10. - Angiosperm pollen Plates 11-63. - 3.2 Northern region / Tang Lingyu and Li Chunhai. - Spores of the algae Plates 1-3. - Spores of the bryophyte Plate 4. - Spores of the pteridophyte Plates 5-9. - Gymnosperm pollen Plates 9-24. - Angiosperm pollen Plates 25-63. - 3.3 Southeast region / Tang Lingyu, Zhou Zhongze and

Note: Contents: Introduction: The Challenge of Inequality ; I A Brief History Of Inequality ; 1 The Rise of Inequality ; 2 Empires of Inequality ; 3 Up and Down ; II War ; 4 Total War ; 5 The Great Compression ; 6 Preindustrial Warfare and Civil War ; III Revolution ; 7 Communism ; 8 Before Lenin ; IV Collapse ; 9 State Failure and Systems Collapse ; V Plague ; 10 The Black Death ; 11 Pandemics, Famine, and War ; VI Alternatives ; 12 Reform, Recession, and Representation ; 13 Economic Development and Education ; 14 What If ? From History to Counterfactuals ; VII Inequality Redux And The Future Of Leveling ; 15 In Our Time ; 16 What Does the Future Hold? ; Appendix: The Limits of Inequality

Note: Contents: Who wants to be an Economist? ; 1. Change the Goal ; 2. See the Big Picture ; 3. Nurture Human Nature ; 4. Get Savvy with Systems ; 5. Design to Distribute ; 6. Create to Regenerate ; 7. Be Agnostic about Growth ; We are all Economists now ; Appendix: The Doughnut and its Data

Note: Chapter 1 (Introduction) - New Rules: Old Lessons? -- Chapter 2 - A New Starting Point: ‘Values-up’ not ‘Numbers-down’ -- Chapter 3 - New stories: Frames and Narratives for building public engagement -- Chapter 4 - New social norms: breaking the ‘climate silence’ -- Chapter 5 - New Voices: Shifting the debate from scientific to social reality -- Chapter 6 - New Rules: A Blueprint for public engagement on energy and climate change

Note: Contents: 1. Introduction -- 1.1 Why Forecast? -- 1.2 The Informatics Challenge in Forecasting -- 1.3 The Model-Data Loop -- 1.4 Why Bayes? -- 1.5 Models as Scaffolds -- 1.6 Case Studies and Decision Support -- 1.7 Key Concepts -- 1.8 Hands-on Activities -- 2. From Models to Forecasts -- 2.1 The Traditional Modeler's Toolbox -- 2.2 Example: The Logistic Growth Model -- 2.3 Adding Sources of Uncertainty -- 2.4 Thinking Probabilistically -- 2.5 Predictability -- 2.6 Key Concepts -- 2.7 Hands-on Activities -- 3. Data, Large and Small -- 3.1 The Data Cycle and Best Practices -- 3.2 Data Standards and Metadata -- 3.3 Handling Big Data -- 3.4 Key Concepts -- 3.5 Hands-on Activities -- 4. Scientific Workflows and the Informatics of Model-Data Fusion -- 4.1 Transparency, Accountability, and Repeatability -- 4.2 Workflows and Automation -- 4.3 Best Practices for Scientific Computing -- 4.4 Key Concepts -- 4.5 Hands-on Activities -- 5. Introduction to Bayes -- 5.1 Confronting Models with Data -- 5.2 Probability 101 -- 5.3 The Likelihood -- 5.4 Bayes' Theorem -- 5.5 Prior Information -- 5.6 Numerical Methods for Bayes -- 5.7 Evaluating MCMC Output -- 5.8 Key Concepts -- 5.9 Hands-on Activities -- 6. Characterizing Uncertainty -- 6.1 Non-Gaussian Error -- 6.2 Heteroskedasticity -- 6.3 Observation Error -- 6.4 Missing Data and Inverse Modeling -- 6.5 Hierarchical Models and Process Error -- 6.6 Autocorrelation -- 6.7 Key Concepts -- 6.8 Hands-on Activities -- 7. Case Study: Biodiversity, Populations, and Endangered Species -- 7.1 Endangered Species -- 7.2 Biodiversity -- 7.3 Key Concepts -- 7.4 Hands-on Activities -- 8. Latent Variables and State-Space Models -- 8.1 Latent Variables -- 8.2 State Space -- 8.3 Hidden Markov Time-Series Model -- 8.4 Beyond Time -- 8.5 Key Concepts -- 8.6 Hands-on Activities -- 9. Fusing Data Sources -- 9.1 Meta-analysis -- 9.2 Combining Data: Practice, Pitfalls, and Opportunities -- 9.3 Combining Data and Models across Space and Time -- 9.4 Key Concepts -- 9.5 Hands-on Activities -- 10. Case Study: Natural Resources -- 10.1 Fisheries -- 10.2 Case Study: Baltic Salmon -- 10.3 Key Concepts -- 11. Propagating, Analyzing, and Reducing Uncertainty -- 11.1 Sensitivity Analysis -- 11.2 Uncertainty Propagation -- 11.3 Uncertainty Analysis -- 11.4 Tools for Model-Data Feedbacks -- 11.5 Key Concepts -- 11.6 Hands-on Activities -- Appendix A Properties of Means and Variances -- Appendix B Common Variance Approximations -- 12. Case Study: Carbon Cycle -- 12.1 Carbon Cycle Uncertainties -- 12.2 State of the Science -- 12.3 Case Study: Model-Data Feedbacks -- 12.4 Key Concepts -- 12.5 Hands-on Activities -- 13. Data Assimilation 1: Analytical Methods -- 13.1 The Forecast Cycle -- 13.2 Kalman Filter -- 13.3 Extended Kalman Filter -- 13.4 Key Concepts -- 13.5 Hands-on Activities -- 14. Data Assimilation 2: Monte Carlo Methods -- 14.1 Ensemble Filters -- 14.2 Particle Filter -- 14.3 Model Averaging and Reversible Jump MCMC -- 14.4 Generalizing the Forecast Cycle -- 14.5 Key Concepts -- 14.6 Hands-on Activities -- 15. Epidemiology -- 15.1 Theory -- 15.2 Ecological Forecasting -- 15.3 Examples of Epidemiological Forecasting -- 15.4 Case Study: Influenza -- 15.5 Key Concepts -- 16. Assessing Model Performance -- 16.1 Visualization -- 16.2 Basic Model Diagnostics -- 16.3 Model Benchmarks -- 16.4 Data Mining the Residuals -- 16.5 Comparing Model Performance to Simple Statistics -- 16.6 Key Concepts -- 16.7 Hands-on Activities -- 17. Projection and Decision Support -- 17.1 Projections, Predictions, and Forecasting -- 17.2 Decision Support -- 17.3 Key Concepts -- 17.4 Hands-on Activities -- 18. Final Thoughts -- 18.1 Lessons Learned -- 18.2 Future Directions -- References -- Index

Note: Contents: Chapter 1 The Space and Strategy of Demographic Growth ; Chapter 2 Demographic Growth ; Chapter 3 Land, Labor, and Population ; Chapter 4 Toward Order and Efficiency ; Chapter 5 The Populations of Poor Countries ; Chapter 6 The Future ; Major Scientific Journals for Further Reading

Note: Contents: TITLE PAGE -- COPYRIGHT PAGE -- CONTENTS -- CONTRIBUTORS -- PREFACE -- ACKNOWLEDGMENTS -- PART I FORCINGS OF CLIMATE EXTREMES -- CHAPTER 1 THE CHANGING EL NIÑO-SOUTHERN OSCILLATION AND ASSOCIATED CLIMATE EXTREMES -- 1.1. INTRODUCTION -- 1.2. CHANGES IN ENSO PROPERTIES -- 1.3. CHANGES IN ENSO DYNAMICS -- 1.4. CHANGES IN ENSO TELECONNECTIONS AND ASSOCIATED CLIMATE EXTREMES -- 1.5. ENSO IN THE FUTURE -- 1.6. SUMMARY -- ACKNOWLEDGMENTS -- REFERENCES -- CHAPTER 2 WEATHER EXTREMES LINKED TO INTERACTION OF THE ARCTIC AND MIDLATITUDES -- 2.1. INTRODUCTION -- 2.2. ARCTIC EFFECTS ON MIDLATITUDE EXTREMES -- 2.3. MIDLATITUDE EFFECTS ON ARCTIC EXTREMES -- 2.4. DISCUSSION AND CONCLUSIONS -- ACKNOWLEDGMENTS -- REFERENCES -- CHAPTER 3 IMPACT OF AEROSOLS ON REGIONAL CHANGES IN CLIMATE EXTREMES -- 3.1. INTRODUCTION -- 3.2. DIRECT AND INDIRECT EFFECTS OF AEROSOLS ON CLOUDS AND RADIATION -- 3.3. AEROSOL IMPACT ON REGIONAL CLIMATE CHANGE -- 3.4. Mitigation scenarios for aerosol emissions -- 3.5. AEROSOL EFFECT ON TEMPERATURE AND PRECIPITATION EXTREMES -- 3.6. FUTURE RESEARCH NEEDS -- ACKNOWLEDGMENTS -- REFERENCES -- CHAPTER 4 WEAKENED FLOW, PERSISTENT CIRCULATION, AND PROLONGED WEATHER EXTREMES IN BOREAL SUMMER -- 4.1. INTRODUCTION -- 4.2. RESONANT CIRCULATION REGIMES -- 4.3. REAL EVENTS -- 4.4. CONCLUSIONS AND DISCUSSIONS -- ACKNOWLEDGMENTS -- REFERENCES -- CHAPTER 5 LAND PROCESSES AS THE FORCING OF EXTREMES: A REVIEW -- 5.1. INTRODUCTION -- 5.2. FORCINGS OF LAND PROCESSES ON CLIMATE EXTREMES -- 5.3. SUMMARY -- ACKNOWLEDGMENTS -- REFERENCES -- PART II PROCESSES OF CLIMATE EXTREMES -- CHAPTER 6 TIMING OF ANTHROPOGENIC EMERGENCE IN CLIMATE EXTREMES -- 6.1. INTRODUCTION -- 6.2. DEFINING TIME OF EMERGENCE -- 6.3. DATA AND METHODS -- 6.4. RESULTS -- 6.5. DISCUSSION -- 6.6. CONCLUSIONS -- ACKNOWLEDGMENTS -- REFERENCES CHAPTER 7 RECENT INCREASES IN EXTREME TEMPERATURE OCCURRENCE OVER LAND -- 7.1. INTRODUCTION -- 7.2. DATA AND METHODOLOGY -- 7.3. RESULTS -- 7.4. CONCLUSIONS -- REFERENCES -- CHAPTER 8 WHY FUTURE SHIFTS IN TROPICAL PRECIPITATION WILL LIKELY BE SMALL: THE LOCATION OF THE TROPICAL RAIN BELT AND THE HEMISPHERIC CONTRAST OF ENERGY INPUT TO THE ATMOSPHERE -- 8.1. INTRODUCTION -- 8.2. THE RELATIONSHIP BETWEEN ITCZ POSITION AND HEMISPHERIC CONTRAST OF ATMOSPHERIC HEATING -- 8.3. RELATIONSHIP BETWEEN THE SEASONAL CYCLE OF ITCZ MIGRATION AND THE ANNUAL MEAN PRECIPITATION DISTRIBUTION -- 8.4. IMPLICATIONS FOR FUTURE ITCZ SHIFTS UNDER GLOBAL WARMING -- REFERENCES -- CHAPTER 9 WEATHER-CLIMATE INTERACTIONS AND MJO INFLUENCES -- 9.1. INTRODUCTION -- 9.2. THE INTERACTIONS BETWEEN THE MJO, BACKGROUND STATE, AND SYNOPTIC WEATHER -- 9.3. A CASE STUDY ON INTERACTIONS BETWEEN THE MADDEN-JULIAN OSCILLATION AND EL NIÑO -- 9.4. INTERACTIONS BETWEEN THE MJO AND BREAKING WAVES -- 9.5. INTERACTIONS BETWEEN THE MJO, TROPICAL CYCLONES, AND THE EXTRATROPICAL CIRCULATION -- 9.6. SUMMARY -- REFERENCES -- CHAPTER 10 RECENT CLIMATE EXTREMES ASSOCIATED WITH THE WEST PACIFIC WARMING MODE -- 10.1. INTRODUCTION -- 10.2. BACKGROUND -- 10.3. DATA AND METHODS -- 10.4. SUMMARY AND DISCUSSION -- REFERENCES -- CHAPTER 11 CONNECTIONS BETWEEN HEAT WAVES AND CIRCUMGLOBAL TELECONNECTION PATTERNS IN THE NORTHERN HEMISPHERE SUMMER -- 11.1. INTRODUCTION -- 11.2. DATA AND METHODS -- 11.3. DISTRIBUTION OF HEAT WAVES -- 11.4. PLANETARY WAVES ASSOCIATED WITH THE HEAT WAVES -- 11.5. SUMMARY AND DISCUSSION -- ACKNOWLEDGMENTS -- REFERENCES -- PART III REGIONAL CLIMATE EXTREMES -- CHAPTER 12 NORTH AMERICAN DROUGHT AND LINKS TO NORTHERN EURASIA: THE ROLE OF STATIONARY ROSSBY WAVES -- 12.1. INTRODUCTION -- 12.2. REANALYSIS DATA AND THE GEOS-5 AGCM EXPERIMENTS -- 12.3. RESULTS -- 12.4. SUMMARY AND CONCLUSIONS ACKNOWLEDGMENTS -- REFERENCES -- CHAPTER 13 THE CALIFORNIA DROUGHT: TRENDS AND IMPACTS -- 13.1. INTRODUCTION -- 13.2. THE PROLONGED DROUGHT OF 2012-2016 -- 13.3. ROLE OF ENSO CYCLE -- 13.4. ARCTIC INFLUENCES -- 13.5. DROUGHT IMPACTS ON CALIFORNIA -- 13.6. CONCLUDING REMARKS -- REFERENCES -- CHAPTER 14 OBSERVED TRENDS IN US TORNADO FREQUENCY -- 14.1. INTRODUCTION -- 14.2. STORM DATA TORNADO DATABASE -- 14.3. US TORNADO CLIMATOLOGY -- 14.4. CHANGES IN US TORNADO STATISTICS -- 14.5. CONCLUDING REMARKS -- ACKNOWLEDGMENTS -- REFERENCES -- CHAPTER 15 MECHANISMS EXPLAINING RECENT CHANGES IN AUSTRALIAN CLIMATE EXTREMES -- 15.1. INTRODUCTION -- 15.2. AUSTRALIAN RAINFALL EXTREMES OF 2010-2012 -- 15.3. AUSTRALIA'S TEMPERATURE EXTREMES OF 2013 -- 15.4. SUMMARY AND CONCLUSIONS -- ACKNOWLEDGMENTS -- REFERENCES -- CHAPTER 16 UNRAVELING EAST AFRICA'S CLIMATE PARADOX -- 16.1. INTRODUCTION -- 16.2. THE NATURE OF THE RECENT EAST AFRICAN LONG RAINS DECLINE -- 16.3. LINKS TO PACIFIC DECADAL VARIABILITY -- 16.4. PHYSICAL CONSIDERATIONS -- 16.5. CLIMATE MODEL SIMULATIONS OF EAST AFRICAN CLIMATE -- 16.6. CONCLUSIONS -- ACKNOWLEDGMENTS -- REFERENCES -- CHAPTER 17 A PHYSICAL MODEL FOR EXTREME DROUGHT OVER SOUTHWEST ASIA -- 17.1. INTRODUCTION -- 17.2. PRECIPITATION PATTERNS -- 17.3. SST RELATIONSHIPS -- 17.4. ATMOSPHERIC TELECONNECTIONS -- 17.5. SUMMARY -- APPENDIX: DATA -- REFERENCES -- PART IV PREDICTION OF CLIMATE EXTREMES -- CHAPTER 18 EXTRATROPICAL PRECURSORS OF THE EL NIÑO-SOUTHERN OSCILLATION -- 18.1. INTRODUCTION -- 18.2. OVERVIEW OF PRECURSORS AND THEIR IMPACT ON ENSO -- 18.3. DATA AND DEFINITIONS -- 18.4. EVALUATION OF PRECURSOR VARIABILITY AND COVARIABILITY -- 18.5. RELATIONSHIP BETWEEN PRECURSORS AND ENSO -- 18.6. DIAGNOSING PRECURSORS AS ENSO PREDICTORS -- 18.7. RELATIONSHIP OF EXTRATROPICAL PRECURSORS TO 2014 AND 2015 EL NIñO -- 18.8. SUMMARY AND DISCUSSION -- REFERENCES -- CHAPTER 19 NORTH ATLANTIC SEASONAL HURRICANE PREDICTION: UNDERLYING SCIENCE AND AN EVALUATION OF STATISTICAL MODELS -- 19.1. INTRODUCTION -- 19.2. STATISTICALLY BASED SEASONAL HURRICANE OUTLOOK MODELS -- 19.3. CONCLUSIONS -- REFERENCES -- CHAPTER 20 PREDICTING SUBSEASONAL PRECIPITATION VARIATIONS BASED ON THE MADDEN-JULIAN OSCILLATION -- 20.1. INTRODUCTION -- 20.2. THE MJO INFLUENCE ON THE VARIABILITY OF PRECIPITATION -- 20.3. FORECASTING THE MJO -- 20.4. THE MJO AND PREDICTABILITY OF PRECIPITATION -- 20.5. CONCLUSIONS -- ACKNOWLEDGMENTS -- REFERENCES -- CHAPTER 21 PREDICTION OF SHORT-TERM CLIMATE EXTREMES WITH A MULTIMODEL ENSEMBLE -- 21.1. INTRODUCTION -- 21.2. PREDICTION SKILL -- 21.3. PREDICTABILITY -- 21.4. SUMMARY AND DISCUSSION -- REFERENCES -- CHAPTER 22 TOWARD PREDICTING US TORNADOES IN THE LATE 21ST CENTURY -- 22.1. PROJECTING CHANGES IN US TORNADO ACTIVITY USING ENVIRONMENTAL PROXIES -- 22.2. SHORT-TERM TORNADO PREDICTION USING HIGH RESOLUTION MODELS AND APPLICATIONS TO DYNAMICAL DOWNSCALING -- 22.3. CONCLUDING REMARKS -- ACKNOWLEDGMENTS -- REFERENCES -- INDEX

Note: Contents: Introduction ; Chapter 1. Dignity in Homer and Classical Greece ; Chapter 2. Dignity in Roman and Stoic Thought ; Reflection: Dignity in Confucian and Buddhist Thought ; Chapter 3. Dignity After the Fall ; Chapter 4. Islamic Conceptions of Dignity: Historical Trajectories and Paradigms ; Chapter 5. Dignity, Vile Bodies and Nakedness: Giovanni Pico and Giannozzo Manetti ; Reflection: Portraiture, Social Positioning, and Displays of Dignity in Early Modern London ; Chapter 6. Equal Dignity and Rights ; Chapter 7. Human Dignity Before Kant: Denis Diderot's Passionate Person ; Chapter 8. Dignity: Kant's Revolutionary Conception ; Reflection: A Time For Dignity ; Chapter 9. Bourgeois Dignity: Making the Self-Made Man ; Reflection: Taking refuge from history in morality: Marx, Morality, and Dignity ; Chapter 10. Universalizing Dignity in the Nineteenth Century ; Reflection: Why Bioethics isn't Ready for Human Dignity ; Chapter 11. Sympathy and Dignity in Early Africana Philosophy ; Reflection: Death and Dignity in American Law

Note: Contents: INTRODUCTION ; Part 1 ASIA AND THE PACIFIC AT A GLANCE ; Part 2 CLIMATE CHANGE IN ASIA AND THE PACIFIC: OBSERVATIONS AND PROJECTIONS ; Part 3 CLIMATE CHANGE IMPACTS ON HUMAN SYSTEMS IN ASIA AND THE PACIFIC ; CONCLUSION

Note: Contents: 1. Introduction ; 2. Observing Behavior ; 3 Asking Questions ; 4. Running Experiments ; 5. Creating Mass Collaboration ; 6. Ethics ; 7. The Future

Note: Contents: 1: Introduction ; 2: Climate Change and International Law ; 3: Treaty-Based Lawmaking: Rules, Tools and Techniques ; 4: Evolution of the United Nations Climate Regime ; 5: The Framework Convention on Climate Change ; 6: Kyoto Protocol ; 7: Paris Agreement ; 8: Climate Governance beyond the United Nations Climate Regime ; 9: International Climate Change Law & Other Areas of International Regulation ; 10: Conclusion

Note: Table of contents Abstract Zusammenfassung Abbreviations and nomenclatureI 1. Introduction 1.1 Scientific background 1.1.1 Permafrost and ground ice 1.1.2 Organic carbon pools and fluxes into the Arctic Ocean 1.1.3 Climate warming and permafrost thaw 1.1.4 Permafrost degradation and coastal erosion 1.1.5 Study area Yukon coast and Qikiqtaruk 1.2 Knowledge gaps 1.3 Aims and objectives 1.4 Thesis structure and author's contribution 2. Eroding permafrost coasts release low amounts of dissolved organic carbon (DOC) from ground ice into the nearshore zone of the Arctic Ocean 2.1 Abstract 2.2 Introduction 2.3 Study area 2.4 Methods 2.4.1 Field work 2.4.2 DOC concentration 2.4.3 DOC flux estimation 2.5 Results 2.5.1 Segmentation of the coast - literature synthesis 2.5.2 DOC concentration 2.5.3 DOC stocks and fluxes 2.6 Discussion 2.6.1 DOC concentrations in ground ice 2.6.2 DOC fluxes from the YC 2.6.3 DOC fluxes and the Arctic carbon budget 2.7 Conclusion and Outlook 2.8 Acknowledgements 3.Transformation of terrestrial organic matter along thermokarst-affected permafrost coasts in the Arctic 3.1 Abstract 3.2 Introduction 3.3 Study area 3.3 Methods 3.3.1 Field work 3.3.2 Sedimentology, stratigraphy, and vegetation 3.3.3 Organic matter 3.3.4 Statistics 3.3.5 Transformation of organic matter 3.3.6 Fate of organic matter in the nearshore zone 3.4 Results 3.4.1 Sedimentology, stratigraphy, and vegetation 3.4.2 Organic matter 3.4.3 C/N-ratios and δ13C 3.4.4 Biomarkers 3.5 Discussion 3.5.1 Transformation of organic matter in the disturbed zone 3.5.2 Fate of organic matter in the nearshore zone 3.5.3 Environmental impact of the RTS 3.6 Conclusion 3.7 Acknowledgements 4. Rapid greenhouse gas release from eroding permafrost coasts 4.1 Summary 4.2 Background 4.3 Study site 4.4 Sampling and incubation setup 4.5 Findings and discussion 4.6 Conclusion 4.7 Methods 4.7.1 Incubation conditions 4.7.2 Gas measurements 4.7.3 Geo- and hydrochemical analysis 4.8 Acknowledgements 5. Synthesis 5.1 Mobilization of permafrost OC pools by coastal erosion 5.2 Transformation of permafrost OM on transit from land to sea 5.3 Fate and pathways of permafrost OC in the nearshore zone 5.4 Conclusion and outlook References Appendix I: Dissolved organic carbon (DOC) in Arctic ground ice I-1 Abstract I-2 Introduction I-3 Study area and study sites I-4 Material and methods I-4-1 Laboratory analyses I-4-2 Statistical methods I-5 Results I-5-1 DOC and DIC concentrations I-5-2 Correlation matrix I-5-3 Principal components I-5-4 Univariate Tree Model (UTM) I-6 Discussion I-6-1 DOC stocks in ground ice and relevance to carbon cycling I-6-2 Carbon sequestration and origin in relation to inorganic geochemistry I-6-3 DOC mobility and quality upon permafrost degradation I-7 Conclusions and outlook I-8 Acknowledgements Appendix II: Supplementary material for Chapter 2 II-1 Supplementary table - Ground ice and geochemical data II-2 Supplementary table - Coastal segments and DOC flux Appendix III: Supplementary material for Chapter 3 III-1 Normalized Differenced Vegetation Index map III-2 Photograph of a massive ice bed in a RTS III-3 Calculation of biomarker proxies III-4 Supplementary table - Summary of geochemical data III-5 Supplementary table - Summary of statistical analysis AppendixI V: Supplementary material for Chapter 4 IV-1 Design of the incubation experiment IV-2 Photograph of a standard incubation setup IV-3 Conversion of gas amounts into mass IV-4 Total and daily aerobic CH4 production IV-5 Histogram summarizing OC losses and CO2 emissions IV-6 Supplementary table - Summary of TOC, DOC, and pH data IV-7 Supplementary table - Summary of TN, TOC/TN, and δ13C-TOC data IV-8 Supplementary table - Summary of total CO2 and CH4 production data IV-9 Supplementary table - Comparison of incubation setups IV-10 Supplementary table - Summary of daily CO2 production data IV-11 Supplementary table - Summary of daily CH4 production data Acknowledgements-Danksagung

Note: Contents: Introduction: Sustainability, Innovative Milieus And Territorial Development ; PART I SUSTAINABLE INNOVATION, GLOBAL ANCHORING OF TERRITORIAL PRODUCTIVE SYSTEMS, AND COMPETITIVENESS 1. The Territories of ‘Sustainable’ Innovation: From Local Milieus to ‘Responsible’ Communication: The Case of Photovoltaics and Sustainable Finance in Western Switzerland ; 2. Innovation in the Sustainable Renovation Sector in Île-De-France ; 3. Border-Crossing Sustainable Innovation Processes – German Knowledge-Intensive Business Services (KIBS) in Green Construction ; 4. Living PlanIT and the Development of the ‘PlanIT Urban Operating System tm’: The Geographies of an Innovation ; 5. The Sustainable Water Campus in Leeuwarden: Towards an Anchoring Milieu or a ‘Hollow Term’? ; PART II SUSTAINABLE INNOVATION TOWARDS AN INTEGRATED TERRITORIAL DEVELOPMENT ; 6. Bairro Alto Revisited: Sustainable Innovations, Reputation Building and Urban Development ; 7. Innovative Rurban Networks in Rome ; 8. Innovation in Sustainable Tourism Projects in Alpine Resorts ; PART III SUSTAINABLE INNOVATION, ECONOMIC RESTRUCTURING AND REGIONAL PRODUCTIVE SYSTEMS ; 9. The Great Basque Transformation Towards Sustainable Innovations ; 10. Atlantic Nautical Network: An Inter-Regional Organizational System to Promote Innovation in Support of Sustainable Development ; 11. From Regional Production System to Regional Innovation System – Evolutional Changes of Suwa Industrial Region in Japan ; Conclusion: Relaunching GREMI: A Scientific Trajectory

Note: Contents: 1 Future water use in the Guanting basin under climate change and socio-economic transition ; 2 The geographical setting for integrated water resource management in the Guanting basin ; 3 Regional climate modeling ; 4 Simulation of natural water availability with the eco-hydrological model SWIM ; 5 Quality assessment of SWIM-Guanting simulations ; 6 Regionalization of socio-economic scenarios and adaptation options for the Guanting basin ; 7 Water Quantity Management – the Model WBalMo ; 8 Monitoring of trophic status and phytoplankton in water bodies of the Guanting basin ; 9 Water quality management: modeling of nutrient emissions with MONERIS ; 10 Reservoirs of the Guanting basin ; 11 Impacts and adaptation ; 12 Exploring alternative water distribution rules with behavioral irrigation experiments ; 13 InfoSYS Guanting ; Glossary

Note: Contents: Climate Change Adaptation in North America: A Short Review of Priorities ; Climate Adaptation Management in Rural and Urban Areas ; Community Deliberation to Build Local Capacity for Climate Change Adaptation: The Rural Climate Dialogues Program ; A Participatory Process to Design Climate Change Adaptation Measures for the Carmen-Pajonal-Machona Lagoon System in Mexico ; Experimentalist Regional Governance for Climate Change Adaptation: A Canadian Case Study ; The Participative Action Research Approach to Climate Change Adaptation in Atlantic Canadian Coastal Communities ; Recent Harm, Problematic Impacts, and Socially Feasible Adaptation Options to Heatwaves and Heavy Rain Events in New York City ; Climate Change and the Built Environment ; A Critical Discussion on the Roles of Institutions on Ports’ Adaptation to the Impacts Posed by Climate Change ; Beyond Restoration: Planting Coastal Infrastructure ; COREDAR for Cities: Developing a Capacity Building Tool for Sea-Level Rise Risk Communication and Urban Community-Based Adaptation ; Conflicts and Synergies: Adaptation, Resilience and Multi-hazard Mitigation ; A Region Under Threat? Climate Change Impacts, Institutional Change and Response of Local Communities in Coastal Yucatán ; Designing for Future Uncertainties: Comparative Studies of Two Adaptive Strategies in Urban Design in New York and Sweden ; Designing with Risk: Balancing Global Risk and Project Risks ; Coping with Higher Sea Levels and Increased Coastal Flooding in New York City ; Building an Adaptation Tool for Visualizing the Coastal Impacts of Climate Change on Prince Edward Island, Canada ; Information, Communication, Education and Training on Climate Change ; Effective Public Service Communication Networks for Climate Change Adaptation ; Speaking Out or Staying Quiet on Climate Change: Broadcast Meteorologists Influenced by the Need to Be Pithy, Popular and Politically Cautious ; Climate Change, Planning and Health and Examples from Other Regions ; Urban Planning to Prevent Mosquito-Borne Diseases in the Caribbean ; Mental Health Impacts of Droughts: Lessons for the U.S. from Australia ; Linking Science and Policy on Climate Change: The Case of Coquimbo Region, Chile ; Selection Support Framework Fostering Resilience Based on Neighbourhood Typologies ; Final Considerations ; A Cross-Disciplinary Perspective on the Factors Shaping North American Adaptation Research

Note: Dissertation, Universität Potsdam, 2017 , Content List of Abbreviations List of Figures List of Tables Summary Zusammenfassung Motivation Chapter 1 1. Scientific background 1.1 Late Quaternary climate changes and treeline transition in northern Siberia 1.2 Natural archives and proxies to assess vegetation history 1.3 Study area 1.3 Objectives of the thesis 1.4 Thesis outline 1.4.1 Chapters and manuscripts 1.4.2 Author's contribution 1.4.2.1 Manuscript I - published 1.4.2.2 Manuscript II - submitted 1.4.2.3 Manuscript III - prepared for submission Chapter 2 2. Manuscript I: Sedimentary ancient DNA and pollen reveal the composition of plant organic matter in Late Quaternary permafrost sediments of the Buor Khaya Peninsula (north-eastern Siberia) 2.1 Abstract 2.2 Introduction 2.3 Geographical settings 2.4 Material and methods 2.4.1 Core material 2.4.2 Subsampling of the permafrost core 2.4.3 Molecular genetic laboratory work 2.4.4 Analysis of sequence data and taxonomic assignments 2.4.5 Pollen sample treatment and analysis 2.4.6 Statistical analyses and visualization 2.5 Results 2.5.1 SedaDNA 2.5.1.1 SedaDNA of terrestrial plants 2.5.1.2 SedaDNA of swamp and aquatic plants 2.5.1.3 SedaDNA of bryophytes and algae 2.5.2 Pollen 2.5.2.1 Pollen of terrestrial plants 2.5.2.2 Pollen and spores of swamp and aquatic plants 2.5.2.3 Spores and algae 2.5.3 Ratios of terrestrial to swamp and aquatic taxa and Poaceae to Cyperaceae 2.6 Discussion 2.6.1 Quality and proxy value of sedaDNA and pollen data 2.6.2 Environmental conditions during the pre-LGM (54-51 kyr BP, 18.9-8.35 m) and composition of deposited organic matter 2.6.3 Environmental conditions during the post-LGM (11.4-9.7 kyr BP (13.4-11.1 cal kyr BP)) and composition of deposited organic matter 2.7 Conclusions 2.8 Acknowledgements Chapter 3 3. Manuscript II: Genetic variation of larches at the Siberian tundra-taiga ecotone inferred from the assembly of chloroplast genomes and mitochondrial sequences 3.1. Abstract 3.2. Introduction 3.3. Material and methods 3.3.1 Plant material 3.3.2 DNA isolation and sequencing 3.3.3 Sequence processing and de novo assembly 3.3.4 Chloroplast genome assembly, annotation and variant detection 3.3.5 Mitochondrial sequences 3.3.6 Analyses of genetic variation 3.4 Results 3.4.1 Chloroplast genome structure and genetic variation 3.4.2 Mitochondrial sequences and genetic variation 3.5 Discussion 3.5.1 De novo assembly and genetic variation of chloroplast genomes and mitochondrial sequences 3.5.2 The distribution of genetic variation at the tundra-taiga ecotone 3.6 Conclusions 3.7 Acknowledgements Chapter 4 4. Manuscript III: The history of tree and shrub taxa and past genetic variation of larches on Bol'shoy Lyakhovsky Island (New Siberian Archipelago) since the last interglacial uncovered by sedimentary ancient DNA 4.1 Abstract 4.2 Introduction 4.3 Materials and methods 4.3.1 Geographic setting 4.3.2 Core material 4.3.2.1 Core L14-02: Yedoma Ice Complex 4.3.2.2 Core L14-03: Thermo terrace 4.3.2.3 Core L14-04 and hand-pieces L14-04B and L14-04C: Thermo terrace including Eemian deposits 4.3.2.4 Core L14-05: Alas 4.3.3 Core sub-sampling 4.3.4 Molecular genetic laboratory work 4.3.4.1 Sedimentary ancient DNA metabarcoding approach 4.3.4.2 Specific amplification of Larix from sedimentary ancient DNA 4.3.5 Filtering of Illumina sequencing data and taxonomic assignments 4.3.6 Statistical analyses and visualization 4.3.7 Geochronology 4.4. Results 4.4.1 Overall composition of the DNA metabarcoding data 4.4.2 Terrestrial vegetation composition 4.4.2.1 Core L14-02: Late Pleistocene Yedoma Ice Complex 4.4.2.2 L14-03: Deeper late Pleistocene deposits 4.4.2.3 L14-04 Thermo terrace including Eemian deposits 4.4.2.4 Core L14-05: Alas with Holocene lake deposits and taberits of the Yedoma Ice Complex 4.4.2.5 The multivariate structure of the terrestrial vegetation among samples and cores 4.4.3 Genetic variation ofsediment-derived Larix sequences 4.5 Discussion 4.5.1 Tree taxa in the sedaDNA record - where do they come from? 4.5.2 Terrestrial plant community changes of warm phases since the last interglacial 4.5.3 Past genetic diversity of larch populations on Bol'shoy Lyakhovsky Island 4.6 Conclusion 4.7 Acknowledgements Chapter 5 5. Synopsis 5.1 The proxy potential of sedaDNA in paleobotanical reconstructions from sedimentary deposits 5.1.1 Combining sedaDNA and pollen to assess plant diversity and vegetation composition 5.1.2 Current limits and opportunities of sedaDNA approaches 5.2 Using genomic data to trace modern and past treeline dynamics 5.2.1 Modern genomic variation at the Siberian treeline 5.2.2 PCR-based markers for paleoenvironmental genetics 5.3 Terrestrial plant community changes and treeline dynamics in north-eastern Siberia since the last interglacial 5.3.1 Vegetation changes in north-eastern Siberia since the last interglacial 5.3.2 Implications for treeline dynamics 5.4 Conclusion 5.5 Outlook Appendix 1. Supplementary material for Manuscript I (Chapter 2) 2. Supplementary material for Manuscript II (Chapter 3) 3. Supplementary material for Manuscript III (Chapter 4) References Acknowledgements Erklärung

Note: Dissertation, Universität Potsdam, 2017 , Table of Contents I. Abstract II. Deutsche Zusammenfassung 0 Challenge 1 Introduction 1.1 The treeline ecotone 1.2 Stand structure drivers in the treeline ecotone 1.3 Climate change and recent treeline changes 1.4 Methods for treeline studies 1.4.1 Overview 1.4.2 Field-based treeline studies 1.4.3 Modelling treeline dynamics 1.5 Study Area 1.6 The Siberian treeline ecotone 1.7 Larix as study Species 1.8 Objectives of this thesis 1.9 Thesis outline 1.10 Contribution of the authors 1.10.1 Manuscript!- published 1.10.2 Manuscript II - submitted 1.10.3 Manuscript III-in preparation 1.10.4 Manuscript IV-submitted 2 Manuscript I Treeline dynamics in Siberia under changing climates as inferred from an individual-based model for Larix 2.1 Abstract 2.2 Introduction 2.3 Materials and Methods 2.3.1 Reference sites 2.3.2 Description of the model LAVESI 2.3.3 The ODD-Protocol for LAVESI 2.3.4 Parameterization 2.3.5 Khatanga climate time-series 2.3.6 Sensitivity analysis 2.3.7 Model experiments 2.4 Results 2.4.1 Sensitivity analysis 2.4.2 Taymyr treeline application 2.4.3 Temperature experiments 2.5 Discussion 2.5.1 Assessment of LAVESI sensitivity 2.5.2 Larix stand simulation under the Taymyr Peninsula weather 2.5.3 Transient Larix response to hypothetical future temperature changes 2.5.4 Conclusions 2.6 Acknowledgements 3 Manuscript II Dissimilar responses of larch stands in northern Siberia to increasing temperatures - a field and simulation based study 3.1 Abstract 3.2 Introduction 3.3 Methods 3.3.1 Study area 3.3.2 Field-based approach 3.3.3 Age analyses 3.3.4 Stand structure analyses 3.3.5 Seed analyses 3.3.6 Establishment history 3.3.7 Modelling approach 3.4 Results 3.4.1 Field data 3.4.2 Simulation study 3.5 Discussion 3.5.1 Data acquisition 3.5.2 Larch-stand patterns across the Siberian treeline ecotone 3.5.3 Warming causes densification in the forest-tundra 3.5.4 Intra-specific competition inhibits densification in the closed forest 3.5.5 Recruitment limitation decelerates densification and northward expansion ofthe single-tree tundra 3.6 Conclusions 3.7 Acknowledgements 4 Manuscript III Spatial patterns and growth sensitivity of larch stands in the Taimyr Depression 4.1 Abstract 4.2 Introduction 4.3 Methods 4.3.1 Study Area 4.3.2 Field data collection 4.3.3 Spatial point patterns 4.3.4 Dendrological approach 4.4 Results 4.4.1 Spatial patterns 4.4.2 Tree growth 4.5 Discussion 4.5.1 Spatial patterns 4.5.2 Tree chronology characteristics 4.6 Conclusion 5 Manuscript IV Patterns of larch stands under different disturbance regimes in the lower Kolyma River area (Russian Far East) 5.1 Abstract 5.2 Introduction 5.3 Methods 5.3.1 Study area and field data collection 5.3.2 Site description 5.3.3 Dendrochronological approach 5.3.4 Statistical analyses 5.4 Results 5.4.1 General stand characteristics and age structure 5.4.2 Spatial patterns 5.5 Discussion 5.5.1 Fire related disturbances 5.5.2 Water-related disturbances: lake drainage, flooding, polygon development 5.5.3 Implications and conclusion 6 Synthesis and Discussion 6.1 Assessment of applied methods 6.1.1 Field-based observations: 6.1.2 Modelling 6.2 Overview of larch stand structures and spatial pattern on different spatial scales 6.2.1 Recent stand structures 6.2.2 Spatial Patterns 6.3 Stand structure drivers and treeline changes 6.3.1 Climate change 6.3.2 Disturbances 6.3.3 Autecology 6.4 Conclusion 6.5 Outlook 7 Appendix 7.1 Supplementary information for Manuscript I 7.2 Supplementary information for Manuscript II 7.2.1 Manuscript II: Appendix 1. Climatic information for the study region 7.2.2 Manuscript II: Appendix 2. Plot-specific values and krummholz appearance 7.2.3 Manuscript II: Appendix 3. Regression analysis for age data 7.2.4 Manuscript II: Appendix 4. Model description 7.3 Supplementary information for Manuscript III 7.4 Supplementary information for Manuscript IV 7.5 Supplementary information 8 References Danksagung Eidesstattliche Erklärung

Note: Contents: PART 1: INTRODUCTION ; 1. The Corporation and Financial Markets ; 2. Introduction to Financial Statement Analysis ; 3. Financial Decision Making and the Law of One Price ; PART II: TIME, MONEY, AND INTEREST RATES ; 4. The Time Value of Money ; 5. Interest Rates ; 6. Valuing Bonds ; PART III: VALUING PROJECTS AND FIRMS ; 7. Investment Decision Rules ; 8. Fundamentals of Capital Budgeting ; 9. Valuing Stocks ; PART IV: RISK AND RETURN ; 10. Capital Markets and the Pricing of Risk ; 11. Optimal Portfolio Choice and the Capital Asset Pricing Model ; 12. Estimating the Cost of Capital ; 13. Investor Behavior and Capital Market Efficiency ; PART V: CAPITAL STRUCTURE ; 14. Capital Structure in a Perfect Market ; 15. Debt and Taxes ; 16. Financial Distress, Managerial Incentives, and Information ; 17. Payout Policy ; PART VI: ADVANCED VALUATION ; 18. Capital Budgeting and Valuation with Leverage ; 19. Valuation and Financial Modeling: A Case Study ; PART VII: OPTIONS ; 20. Financial Options ; 21. Option Valuation ; 22. Real Options ; PART VIII: LONG-TERM FINANCING ; 23. Raising Equity Capital ; 24. Debt Financing ; 25. Leasing ; PART IX: SHORT-TERM FINANCING ; 26. Working Capital Management ; 27. Short-Term Financial Planning ; PART X: SPECIAL TOPICS ; 28. Mergers and Acquisitions ; 29. Corporate Governance ; 30. Risk Management ; 31. International Corporate Finance

Note: Dissertation, Gottfried Wilhelm Leibniz Universität Hannover, 2017 , Contents 1 Introduction 1.1 Motivation, research questions and overview 1.1.1 Rainfall estimation at high spatial and temporal resolution 1.1.2 Precipitation estimation with cars 1.1.3 Motion estimation from in-situ sensor data 1.2 Outline 2 Basics 2.1 Precipitation 2.1.1 Resolution, accuracy and precision of precipitation measurements 2.1.2 In-situ point measurements of precipitation by rain gauges 2.1.3 Weather radar 2.2 Wireless Sensor Networks 2.2.1 Modeling sensor networks 2.2.2 Sensor network algorithms and protocols 2.3 Statistics 2.3.1 Basics and notation 2.3.2 Regression 2.3.3 Stochastic processes 2.3.4 Stochastic filtering and the Kalman filter 2.3.5 Geostatistics 2.4 Interpolation methods 2.4.1 Inverse-Distance-Weighted 2.4.2 Ordinary kriging 2.4.3 Regression kriging 2.4.4 Cross-validation for performance assessment 2.5 Optical flow 2.5.1 Optical flow intensity conservation 2.5.2 Gradient-based optical flow 2.5.3 Probabilistic optical flow 3 Related Work 3.1 Quantitative precipitation estimation from rain gauges, weather radar and other data sources 3.1.1 Precipitation estimation with weather radar 3.1.2 Precipitation estimation by interpolation of rain gauges measurements 3.1.3 Geostatistical merging of radar and rain gauge data 3.1.4 Motion-based methods used in nowcasting 3.1.5 New data sources for precipitation estimation 3.2 Decentralized estimation with geosensor networks 3.2.1 Estimation of spatio-temporal field properties with GSN 3.2.2 Object-tracking with GSN 4 Methodology for precipitation intensity estimation at 1-min resolution 4.1 Time-window approach for estimation 4.1.1 Estimation of field motion 4.1.2 Weather radar upsampling 4.1.3 Variogram estimation 4.2 Estimation methods 4.2.1 Spatial rain gauge interpolation methods 4.2.2 Space-time symmetric rain gauge interpolation method 4.2.3 Space-time asymmetric rain gauge interpolation methods 4.2.4 Radar-rain gauge merging methods 4.2.5 Estimation methods solely based on radar 4.3 Summary 5 Methodology for precipitation intensity estimation with car sensors 5.1 Car sensors 5.1.1 Wiper Frequency Sensor 5.1.2 Xanonex optical sensor 5.1.3 Other sensors investigated 5.1.4 Experimental setup and preprocessing 5.2 Theoretical considerations for the calibration of the W-R relationship in the field . 5.3 Dependency between car speed, windscreen angle and sensor readings 5.3.1 Manually-operated windscreen wipers 5.3.2 Automatically-operated windscreen wipers 5.3.3 Xanonex optical sensor 5.4 Summary 6 Methodology for motion estimation with a geosensor network 6.1 Algorithm overview 6.2 Network and field model 6.3 Gradient constraint estimation in the network 6.3.1 Gradient constraint estimation from irregular data 6.3.2 Requirements on node stationarity and sampling synchronicity 6.3.3 Estimation of partial derivative error 6.3.4 Gradient constraint selection and derivation of gradient constraint error 6.4 Temporal coherence: Kalman filter for recursive motion estimation 6.4.1 Estimation of process noise Q 6.4.2 Estimation of measurement noise R 6.4.3 Difference to common Kalman filtering problems 6.5 Algorithm protocol 6.6 Algorithm complexity 6.6.1 Communication complexity 6.6.2 Load balance 6.6.3 Computational complexity of partial derivative estimation 6.6.4 Computational complexity of motion estimation 6.7 Summary 7 Results 7.1 Precipitation intensity estimation at 1-min resolution 7.1.1 Study area and data basis 7.1.2 Performance assessment via cross-validation 7.1.3 Exploratory and visual data analysis 7.1.4 Radar estimation and rain gauge cross-validation results 7.1.5 Summary 7.2 Precipitation intensity estimation with cars 7.2.1 Study area and data basis 7.2.2 Selection of the reference method 7.2.3 Manually-operated windscreen wipers 7.2.4 Automatically-operated windscreen wipers 7.2.5 Xanonex optical rain sensor 7.2.6 Results of experiments on the VW rain track 7.2.7 Summary 7.3 Motion estimation with a geosensor network 7.3.1 Study Area, sensor network and deployment strategies 7.3.2 Error measures 7.3.3 Setting the filter parameters 7.3.4 Results - simulated field 7.3.5 Results - radar field 7.3.6 Summary 8 Summary and discussion of the research hypotheses 8.1 Discussion of research hypotheses 1 and 2: 1-min precipitation intensity estimation 8.2 Discussion of research hypothesis 3: precipitation estimation with cars 8.3 Discussion of research hypothesis 4: decentralized motion estimation 8.4 Outlook 9 Appendix 9.1 Discussion on the 'frozen field' distance function 9.2 Executable Kalman filter equations for the motion estimation algorithm 9.3 Controllability and Observability of the Kalman filter for motion estimation List of Figures List of Tables References

Note: Contents Part I Rationale for Soil Security 1 Soil Security: A Rationale / Alex B. McBratney, Damien J. Field, Cristine L.S. Morgan, and Lorna E. Jarrett 2 Soil Security: Dimensions / Damien J. Field Part II Capability 3 Soil Capability: Exploring the Functional Potentials of Soils / Johan Bouma, M.K. van Ittersum, J.J. Stoorvogel, N.H. Batjes, P. Droogers, and M.M. Pulleman 4 Distinguishing Between Capability and Condition / Damien J. Field and T. Sanderson 5 Valuing of Soil Capability in Land Surface Modeling / Cristine L.S. Morgan, Yohannes T. Yimam, Michael Barlage, David Gochis, and Bright Dornblaser 6 Soil Capability for the USA Now and into the Future / Maxine J. Levin, R. Dobos, S. Peaslee, D.W. Smith, and C. Seybold 7 Quantifying Capability: GlobalSoilMap / Alex B. McBratney, Dominique Arrouays, and Lorna E. Jarrett 8 Testing the Links Between Soil Security, Sustainable Land Management Practices and Land Evaluation / Brian Murphy Part III Condition 9 General Concepts of Valuing and Caring for Soil / Alex B. McBratney, Damien J. Field, and Lorna E. Jarrett 10 Soil Health: Challenges and Opportunities / Diane E. Stott and Bianca N. Moebius-Clune 11 Using Soil Survey to Assess and Predict Soil Condition and Change / Skye Wills, Candiss Williams, C. Seybold, Linda Scheffe, Zamir Libohova, David Hoover, Curtis Talbot, and Joel Brown 12 Root-Microbe Interactions in Response to Soil Conditions / Anil Somenahally 13 Securing Our Soil in Intensive Monoculture Cropping Systems / Katie L. Lewis, Paul DeLaune, and Wayne Keeling 14 Soil Organic Carbon Stocks and Soil Respiration in Tropical Secondary Forests in Southern Mexico / Deb Raj Aryal, Bernardus Hendricus Joseph De Jong, Jorge Mendoza-Vega, Susana Ochoa-Gaona, and Ligia Esparza-Olguín 15 Simulating Impacts of Bioenergy Sorghum Residue Return on Soil Organic Carbon and Greenhouse Gas Emissions Using the DAYCENT Model / Yong Wang, Fugen Dou, Joseph O. Storlien, Jason P. Wight, Keith H. Paustian, Stephen J. Del Grosso, and Frank M. Hons 16 Cover Crops for Enriching Soil Carbon and Nitrogen Under Bioenergy Sorghum / Upendra M. Sainju, H.P. Singh, and B.P. Singh Part IV Capital 17 Economics, Energy, Climate Change, and Soil Security / Bruce A. McCarl 18 Understanding Soils’ Contribution to Ecosystem Services Provision to Inform Farm System Analysis / Estelle Dominati, A. Mackay, and J. Rendel 19 The Dollars and Cents of Soil Health / Charles M. Benbrook 20 The Value of Soil’s Contributions to Ecosystem Services / Alex B. McBratney, Cristine L.S. Morgan, and Lorna E. Jarrett 21 Economics of Land Degradation to Estimate Capital Value of Soil in Eurasia / Pavel Krasilnikov, Alexey Sorokin, Alisher Mirzabaev, Oleg Makarov, Anton Strokov, and Sergey Kiselev 22 Social Licensing to Secure Soil / Cristine L.S. Morgan, Gaylon D. Morgan, and Dianna Bagnall Part V Connectivity 23 Soil Renaissance and the Connection to Land Managers / Bill Buckner 24 Links Between Soil Security and the Influence of Soil on Human Health / Eric C. Brevik, Joshua J. Steffan, Lynn C. Burgess, and Artemi Cerdà 25 Soil Contamination and Human Health: A Major Challenge for Global Soil Security / Florence Carré, Julien Caudeville, Roseline Bonnard, Valérie Bert, Pierre Boucard, and Martine Ramel 26 The Measurement of Soil Security in Terms of Human Health: Examples and Ideas / Sung Chul Kim, Kyung Jae Lim, and Jae E. Yang 27 The Meta Soil Model: An Integrative Multi- model Framework for Soil Security / Sabine Grunwald, Katsutoshi Mizuta, Marcos B. Ceddia, Érika F.M. Pinheiro, R. Kay Kastner Wilcox, Carla P. Gavilan, C. Wade Ross, and Christopher M. Clingensmith 28 Integrating New Perspectives to Address Global Soil Security: Ideas from Integral Ecology / Sabine Grunwald, Christopher M. Clingensmith, Carla P. Gavilan, Katsutoshi Mizuta, R. Kay Kastner Wilcox, Érika F.M. Pinheiro, Marcos B. Ceddia, and C. Wade Ross 29 Applying the Meta Soil Model: The Complexities of Soil and Water Security in a Permanent Protection Area in Brazil / Marcos B. Ceddia, Sabine Grunwald, Érika F.M. Pinheiro, Katsutoshi Mizuta, Christopher M. Clingensmith, and Milton Marques Fernandes 30 Bridging the Research Management Gap to Restore Ecosystem Function and Social Resilience / W. Richard Teague 31 Engendering Connectivity to Soil Through Aesthetics / Richard J. MacEwan, Ayesha S.A. MacEwan, and Alexandra R. Toland 32 The Role of Master Gardeners in Providing Horticulture Education to Marion County, Florida, Residents / Josephine Leyte-Vidal Part VI Codification 33 Soil-Water-Food Nexus: A Public Opinion and Policy Perspective / Kent E. Portney 34 Whose Security is Important? Communicating Environmental Risk About Soil to a Diverse Audience / Ronald Amundson 35 Save our Soil to Save the Planet / Michael Jeffrey and Hayley Achurch 36 Protection of the Soil Resource in the Brazilian Environmental Legislation / Carlos Gustavo Tornquist and Tiago Broetto 37 Creating Incentives to Improve Soil Health Through the Federal Crop Insurance Program / Lara Bryant and Claire O’Connor 38 US Farm Programs and the Impacts on National and International Soil Security / Katina Dove Hanson and J. Michael Schmidt 39 Soil Security for Agricultural Productivity: The Policy Disconnect and a Promising Future / Andrea Koch 40 Securitisation / Alex B. McBratney and Lorna E. Jarrett 41 The Place of Soil in International Government Policy / Robert Hill 42 Translating Soil Science Knowledge to Public Policy / Luca Montanarella 43 Synthesis: Goals to Achieve Soil Security / Cristine L.S. Morgan, Alex B. McBratney, Damien J. Field, Andrea Koch, Johan Bouma, and Florence Carré Index

Note: Contents Preface Introduction to the second edition What this book is about How the book is organized Why R? Updates Acknowledgements Chapter 1: Getting and Getting Acquainted with R 1.1 Getting started 1.2 Getting R 1.3 Getting R Studio 1.4 Let's play 1.5 Usin g R as a giant calculator (the size of your computer) 1.6 Your first script 1.7 Intermezzo remarks 1.8 Important functionality: packages 1.9 Getting help 1.10 A mini-practical - some in-depth play 1.11 Some more top tips and hints for a successful first (and more) R experience Appendix 1a Mini-tutorial solutions Appendix 1b File extensions and operating systems Chapter 2: Getting Your Data into R 2.1 Getting data ready for R 2.2 Getting your data into R 2.3 Checking that your data are your data 2.4 Basic troubleshooting while importing data 2.5 Summing up Appendix Advanced activity: dealing with untidy data Chapter 3: Data Management, Manipulation, and Exploration with dplyr 3.1 Summary statistics for each variable 3.2 dplyr verbs 3.3 Subsetting 3.4 Transforming 3.5 Sorting 3.6 Mini-summary and two top tips 3.7 Calculating summary statistics about groups of your data 3.8 What have you learned ... lots Appendix 3a Comparing classic methods and dplyr Appendix 3b Advanced dplyr Chapter 4: Visualizing Your Data 4.1 The first step in every data analysis — making a picture 4.2 ggplot2: a grammar for graphics 4.3 Box-and-whisker plots 4.4 Distributions: making histograms of numeric variables 4.5 Saving your graphs for presentation, documents, etc. 4.6 Closing remarks Chapter 5: Introducing Statistics in R 5.1 Getting started doing statistics in R 5.2 x2 contingency table analysis 5.3 Two-sample t-test 5.4 Introducing ... linear models 5.5 Simple linear regression 5.6 Analysis of variance: the one-way ANOVA 5.7 Wrapping up Appendix Getting packages not on CRAN Chapter 6: Advancing Your Statistics in R 6.1 Getting started with more advanced statistics 6.2 The two-way ANOVA 6.3 Analysis of covariance (ANCOVA) 6.4 Overview: an analysis workflow Chapter 7: Getting Started with Generalized Linear Models 7.1 Introduction 7.2 Counts and rates — Poisson GLMs 7.3 Doing it wrong 7.4 Doing it right — the Poisson GLM 7.5 When a Poisson GLM isn’t good for counts 7.6 Summary, and beyond simple Poisson regression Chapter 8: Pimping Your Plots: Scales and Themes in ggplot2 8.1 What you already know about graphs 8.2 Preparation 8.3 What you may want to customize 8.4 Axis labels, axis limits, and annotation 8.5 Scales 8.6 The theme 8.7 Summing up Chapter 9: Closing Remarks: Final Comments and Encouragement General Appendices Appendix 1 Data Sources Appendix 2 Further Reading Appendix 3 R Markdown Index