ALBERT

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: 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: 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: Contents: Chapter 1 Introduction: Setting the Stage ; Chapter 2 The Doha Round: Virtuous Circle or Infinite Loop? ; Chapter 3 Why Is the Doha Development Agenda Failing? And What Can Be Done? A Computable General Equilibrium-Game Theoretical Approach ; Chapter 4 Formulas for Failure? Were the Doha Tariff Formulas Too Ambitious for Success? ; Chapter 5 BRIC Agricultural Policies through a WTO Lens ; Chapter 6 Assessing the Potential Cost of a Failed Doha Round ; Chapter 7 Domestic and Trade Policies Affecting the World Cotton Market ; Chapter 8 Food Security Stocks: Economic and Operational Issues ; Chapter 9 Food Security Stocks and the WTO Legal Framework ; Chapter 10 Agricultural Insurance and the WTO ; Chapter 11 A Quantitative Analysis of Trade Policy Responses to Higher World Agricultural Commodity Prices ; Chapter 12 Food Crisis and Export Taxation: The Cost of Noncooperative Trade Policies ; Chapter 13 Conclusion: Which Policy Space in the International Trade Arena Can Support Development and Food Security?

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: 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: Contents: The Theory of Externalities and Public Goods: The Lifework of Richard Cornes ; Efficiency in Contests Between Groups ; Multiple-Aggregate Games ; Strategic Coalition Formation in Global Public Good Provision ; Evolution of Consistent Conjectures in Semi-aggregative Representation of Games, with Applications to Public Good Games and Contests ; Mixed-Strategy Kant-Nash Equilibrium and Private Contributions to a Public Good ; Social Creation of Pro-social Preferences for Collective Action ; Community Size and Public Goods in Hume’s Treatise of Human Nature ; Decentralized Leadership ; Debt NeutralityWithout Altruism: Voluntary Contributions to Public Goods as ‘Operative Linkages’ ; Counterterrorism: A Public Goods Approach ; Linguistic Assimilation and Ethno-religious Conflict ; International Carbon Trade and National Taxes: Distributional Impacts of Double Regulation ; Thinking Local but Acting Global? The Interplay Between Local and Global Internalization of Externalities ; Showdown in Schönau: A Contest Case Study

Note: Ersch. unregelmäßig , Beiträge teilweise in Englisch

Note: Contents -- Chapter 1: Engaging with Environmental Transformation in Oceania -- Chapter 2: Climate Change, Christian Religion and Songs: Revisiting the Noah Story in the Central Pacific -- Chapter 3: Climate Change and Worries over Land: Articulations in the Atoll State of Kiribati -- Chapter 4: Experiencing Environmental Dynamics in Chuuk, Micronesia -- Chapter 5: Young ni-Vanuatu Encounter Climate Change: Reception of Knowledge and New Discourses -- Chapter 6: Whose Beach, Which Nature? Coproducing Coastal Naturecultures and Erosion Control in Aotearoa New Zealand -- Chapter 7: The ``White Magic´´ of Modernity: Retracing Indigenous Environmental Knowledge in Settler-Colonialist Australia -- Chapter 8: Naturally Occurring Asbestos: The Perception of Rocks in the Mountains of New Caledonia -- Chapter 9: Epilogue: Re-building Ships at Sea: Ontological Innovation in Action -- Index

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: Contents: Recent Advances in the Emerging Field of Paleotempestology ; Archival Evidence of Secular Changes in Georgia Hurricanes: 1750–2012 ; Near-Time Sea Surface Temperature and Tropical Cyclone Intensity in the Eastern North Pacific Basin ; Modern Tropical Cyclone Wind Observation and Analysis ; Inland Tropical Cyclones and the “Brown Ocean” Concept ; Typhoon/Hurricane Disaster Prediction and Prevention for Coastal, Offshore, and Nuclear Power Plant Infrastructure ; The Use of Global Climate Models for Tropical Cyclone Risk Assessment ; High-Resolution Multi-decadal Simulation of Tropical Cyclones ; Analysis of Atlantic Tropical Cyclone Landfall Forecasts in Coupled GCMs on Seasonal and Decadal Timescales ; Tropical Cyclone Rainfall Changes in a Warmer Climate

Note: Contents: Introduction ; Part 1 - Political Psychology ; 1 Understanding beliefs ; 2 The drunkyard's search ; Part 2 - Heuristics and Biases ; 3 Representativeness, foreign policy judgements, and theory-driven perceptions ; 4 Prospect theory: the political implication of loss aversion ; Part 3 - Political Psychology and International Relation Theory ; 5 Signaling and perception: projecting images and drawing inferences ; 6 Political psychology research and theory: bridges and barriers ; 7 Why intelligence and policymakers clash ; 8 Identit and the Colt War ; Part 4 - Psychology and National Security ; 9 Deterrence and perception ; 10 Psychology and crisis stability ; 11 Domino beliefs ; 12 Perception, misperception, and the end of the Cold War ; Index

Note: Contents: Introduction PART I CONCEPTS AND GLOBAL ISSUES 1. The Social Dimensions of Climate Change 2. Human needs and sustainable wellbeing 3. Climate capitalism: emissions, inequality, green growth 4. Sustainable wellbeing, necessary emissions and fair burdens PART II TOWARDS ECO-SOCIAL POLICY IN THE RICH WORLD 5. From welfare states to climate mitigation states? 6. Decarbonising the economy and its social consequences 7. Decarbonising consumption: Needs, necessities and eco-social policies 8. Post-growth, redistribution and wellbeing 9. Conclusion: A three-stage transition

Note: Contents: Introduction: a blue Arctic -- Ice, the magic crystal -- A brief history of ice on planet Earth -- The modern cycle of ice ages -- The greenhouse effect -- Sea ice meltback begins -- The future of Arctic sea ice the death spiral -- The accelerating effects of Arctic feedbacks -- Arctic methane, a catastrophe in the making -- Strange weather -- The secret life of chimneys -- What's happening to the Antarctic? -- The state of the planet -- A call to arms

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: Front Cover --- Introduction to Satellite Remote Sensing --- Introduction to Satellite Remote Sensing: Atmosphere, Ocean, Land and Cryosphere Applications --- Copyright --- Dedication --- Contents --- 1 - THE HISTORY OF SATELLITE REMOTE SENSING --- 1.1 THE DEFINITION OF REMOTE SENSING --- 1.2 THE HISTORY OF SATELLITE REMOTE SENSING --- 1.2.1 THE NATURE OF LIGHT AND THE DEVELOPMENT OF AERIAL PHOTOGRAPHY --- 1.2.2 THE BIRTH OF EARTH-ORBITING SATELLITES --- 1.2.3 THE FUTURE OF POLAR-ORBITING SATELLITES --- 1.2.3.1 The Cross-Track Infrared Sounder --- 1.2.4 OTHER HISTORICAL SATELLITE PROGRAMS --- 1.2.4.1 The NIMBUS Program --- 1.2.4.2 The Landsat Program --- 1.2.4.3 The Defense Meteorological Satellite Program --- 1.2.4.4 Geostationary Weather Satellites --- 1.2.4.4.1 GOES-R --- 1.3 STUDY QUESTIONS --- 2 - BASIC ELECTROMAGNETIC CONCEPTS AND APPLICATIONS TO OPTICAL SENSORS --- 2.1 MAXWELL'S EQUATIONS --- 2.2 THE BASICS OF ELECTROMAGNETIC RADIATION --- 2.3 THE REMOTE SENSING PROCESS --- 2.4 THE CHARACTER OF ELECTROMAGNETIC WAVES --- 2.4.1 DEFINITION OF RADIOMETRIC TERMS --- 2.4.2 POLARIZATION AND THE STOKES VECTOR --- 2.4.3 REFLECTION AND REFRACTION AT THE INTERFACE OF TWO FLAT MEDIA --- 2.4.4 BREWSTER'S ANGLE --- 2.4.5 CRITICAL ANGLE --- 2.4.6 ALBEDO VERSUS REFLECTANCE --- 2.5 ELECTROMAGNETIC SPECTRUM: DISTRIBUTION OF RADIANT ENERGIES --- 2.5.1 GAMMA, X-RAY, AND ULTRAVIOLET PORTIONS OF THE ELECTROMAGNETIC SPECTRUM --- 2.5.2 VISIBLE SPECTRUM --- 2.5.3 THERMAL INFRARED SPECTRUM --- 2.5.4 MICROWAVE SPECTRUM --- 2.6 ATMOSPHERIC TRANSMISSION --- 2.6.1 SPECTRAL WINDOWS --- 2.6.2 ATMOSPHERIC EFFECTS --- 2.6.2.1 Beer-Lambert Absorption Law --- 2.6.2.2 Beer-Lambert Absorption Law: Opacity --- 2.6.2.3 Atmospheric Scattering --- 2.7 SENSORS TO MEASURE PARAMETERS OF THE EARTH'S SURFACE --- 2.8 INCOMING SOLAR RADIATION --- 2.9 INFRARED EMISSIONS --- 2.10 SURFACE REFLECTANCE: LAND TARGETS --- 2.10.1 LAND SURFACE MIXTURES --- 2.11 STUDY QUESTIONS --- 3 - OPTICAL IMAGING SYSTEMS --- 3.1 PHYSICAL MEASUREMENT PRINCIPLES --- 3.2 BASIC OPTICAL SYSTEMS --- 3.2.1 PRISMS --- 3.2.2 FILTER-WHEEL RADIOMETERS --- 3.2.2.1 An Example: The Cloud Absorption Radiometer --- 3.2.2.2 Filters --- 3.2.3 GRATING SPECTROMETER --- 3.2.4 INTERFEROMETER --- 3.3 SPECTRAL RESOLVING POWER --- THE RAYLEIGH CRITERION --- 3.4 DETECTING THE SIGNAL --- 3.5 VIGNETTING --- 3.6 SCAN GEOMETRIES --- 3.7 FIELD OF VIEW --- 3.8 OPTICAL SENSOR CALIBRATION --- 3.8.1 VISIBLE WAVELENGTHS CALIBRATION --- 3.8.2 POLARIZATION FILTERS --- 3.9 LIGHT DETECTION AND RANGING --- 3.9.1 PHYSICS OF THE MEASUREMENT --- 3.9.2 OPTICAL AND TECHNOLOGICAL CONSIDERATIONS --- 3.9.3 APPLICATIONS OF LIDAR SYSTEMS --- 3.9.4 WIND LIDAR --- 3.9.4.1 Vector Wind Velocity Determination --- 3.9.4.1.1 Velocity Azimuth Display LIDAR Vector Wind Method --- 3.9.4.1.2 Doppler Beam Swinging LIDAR Vector Wind Method --- 3.9.4.2 Direct Detection Doppler Wind LIDAR --- 3.9.4.3 LIDAR Wind Summary --- 3.10 STUDY QUESTIONS --- 4 - Microwave Radiometry --- 4.1 Basic Concepts on Microwave Radiometry --- 4.1.1 Blackbody Radiation --- 4.1.2 Gray-body Radiation: Brightness Temperature and Emissivity --- 4.1.3 General Expressions for the Emissivity --- 4.1.3.1 Simple Emissivity Models: Emission From a Perfect Specular Surface --- 4.1.3.2 Simple Emissivity Models: Emission From a Lambertian Surface --- 4.1.3.1 Simple Emissivity Models: Emission From a Perfect Specular Surface --- 4.1.3.2 Simple Emissivity Models: Emission From a Lambertian Surface --- 4.1.4 Power Collected by an Antenna Surrounded by a Blackbody --- 4.1.5 Power Collected by an Antenna Surrounded by a Gray body: Apparent Temperature and Antenna Temperature --- 4.2 The Radiative Transfer Equation --- 4.2.1 The Complete Polarimetric Radiative Transfer Equation --- 4.2.2 Usual Approximations to the Radiative Transfer Equation --- 4.3 Emission Behavior of Natural Surfaces --- 4.3.1 The Atmosphere --- 4.3.1.1 Attenuation by Atmospheric Gases --- 4.3.1.2 Attenuation by Rain --- 4.3.1.3 Attenuation by Clouds and Fog --- 4.3.2 The Ionosphere --- 4.3.2.1 Faraday Rotation --- 4.3.2.2 Ionospheric Losses: Absorption and Emission --- 4.3.3 Land Emission --- 4.3.3.1 Soil Dielectric Constant Models --- 4.3.3.2 Bare Soil Emission --- 4.3.3.3 Vegetated Soil Emission --- 4.3.3.4 Snow-Covered Soil Emission --- 4.3.3.5 Topography Effects --- 4.3.4 Ocean Emission --- 4.3.4.1 Water Dielectric Constant Behavior --- 4.3.4.2 Calm Ocean Emission --- 4.3.4.2.1 Influence of the Salinity --- 4.3.4.2.2 Influence of Frequency --- 4.3.4.2.3 Influence of the Water Temperature --- 4.3.4.3 Influence of the Sea State --- 4.3.4.3.1 Influence of the Look Angle --- 4.3.4.4 Emissivity of the Sea Surface Covered With Oil --- 4.3.4.5 Emissivity of the Sea Ice Surface --- 4.4 Understanding Microwave Radiometry Imagery --- 4.5 Applications of Microwave Radiometry --- 4.6 Sensors --- 4.6.1 Historical Review of Microwave Radiometers and Frequency Bands Used --- 4.6.2 Microwave Radiometers: Basic Performance --- 4.6.2.1 Spatial Resolution --- 4.6.2.1.1 Real Aperture Radiometers --- 4.6.2.1.2 Synthetic Aperture Radiometers --- 4.6.2.2 Radiometric Resolution --- 4.6.2.2.1 Real Aperture Radiometers --- 4.6.2.2.2 Synthetic Aperture Radiometers --- 4.6.2.3 Trade-off Between Spatial Resolution and Radiometric Precision --- 4.6.3 Real Aperture Radiometers --- 4.6.3.1 Instrument Considerations --- 4.6.3.1.1 Antenna Considerations --- 4.6.3.1.2 Receiver Considerations --- 4.6.3.1.3 Sampling Considerations --- 4.6.3.2 Types of Real Aperture Radiometers --- 4.6.3.3 Radiometer Calibration --- 4.6.3.3.1 External Calibration --- 4.6.3.3.1.1 Using Hot and Cold Targets --- 4.6.3.3.1.2 Fully Polarimetric Radiometer Calibration Using External Targets --- 4.6.3.3.1.3 Tip Curves --- 4.6.3.3.1.4 Earth Targets: Vicarious Calibration --- 4.6.3.3.2 Internal Calibration --- 4.6.3.3.3 Radiometer Linearity --- 4.6.3.4 Radio Frequency Interference Detection and Mitigation --- 4.6.3.5 Example: Special Sensor Microwave Imager Radiometric and Geometric Corrections --- 4.6.4 Synthetic Aperture Radiometers --- 4.6.4.1 Types of Synthetic Aperture Radiometers --- 4.6.4.1.1 Mills Cross --- 4.6.4.1.2 Synthetic Aperture Radiometers using Matched Filtering --- 4.6.4.1.3 Synthetic Aperture Radiometers using Fourier Synthesis --- 4.6.4.1.3.1 1D Synthetic Aperture Radiometers: Array Thinning --- 4.6.4.1.3.2 2D Synthetic Aperture Radiometers: Array Topologies --- 4.6.4.1.3.3 Other Synthetic Aperture Radiometer Concepts --- 4.6.4.2 Radiometer Calibration --- 4.6.4.2.1 Internal Calibration --- 4.6.4.2.2 External Calibration --- 4.6.4.3 Image Reconstruction --- 4.6.4.4 ESA's SMOS Mission and the MIRAS Instrument --- 4.6.5 Future Trends in Microwave Radiometers --- 4.7 Study Questions --- 5 - RADAR --- 5.1 A COMPACT INTRODUCTION TO RADAR THEORY --- 5.1.1 REMOTE RANGING --- 5.1.2 DOPPLER ANALYSIS --- 5.2 RADAR SCATTERING --- 5.2.1 RADAR FREQUENCY BANDS --- 5.2.2 NORMALIZATIONS OF THE RADAR REFLECTIVITY --- 5.2.3 POINT VERSUS DISTRIBUTED SCATTERERS --- 5.2.4 SPECKLE, MULTILOOK, AND RADIOMETRIC RESOLUTION --- 5.2.5 RADAR EQUATION --- 5.2.6 RADAR WAVES AT AN INTERFACE --- 5.2.7 MULTIPLE REFLECTIONS: DOUBLE BOUNCE, TRIPLE BOUNCE, AND URBAN AREAS --- 5.2.8 BACKSCATTERING OF SURFACES --- 5.2.9 PERIODIC SCATTERING: THE BRAGG MODEL --- 5.2.10 BACKSCATTERING OF VOLUMES --- 5.2.11 OVERALL SUMMARY OF RADAR BACKSCATTER --- 5.2.12 DEPOLARIZATION OF RADAR WAVES --- 5.3 RADAR SYSTEMS --- 5.3.1 RANGE-DOPPLER RADARS --- 5.3.2 OPTIMAL RECEIVER FOR A SINGLE ECHO: THE MATCHED FILTER --- 5.3.3 MATCHED FILTER VERSUS INVERSE FILTER --- 5.3.4 OPTIMAL RECEIVER FOR RANGE-DOPPLER RADAR ECHOES: THE BACKPROJECTION OPERATOR --- 5.3.5 RADAR WAVEFORMS --- 5.3.6 A PARADIGMATIC EXAMPLE: LINEAR FREQUENCY MODULATED PULSES (CHIRPS) --- 5.3.7 GEOMET

Note: 1. Introduction 2. Overview of Linear Algebra 3. Univariate Distribution Theory 4. Multivariate Distribution Theory 5. Introduction to Calculus of Variation 6. Introduction to Control Theory 7. Optimal Control Theory 8. Numerical Solutions to Initial Value Problems 9. Numerical Solutions to Boundary Problems 10. Introduction to Semi-Langrangian Advection Methods 11. Introduction to Finite Element Modeling 12. Numerical Modeling of the Sphere 13. Tangent Linear Modeling and Adjoints 14. Observations 15. Non-variational Sequential Data Assimilation Methods 16. Variational Data Assimilation 17. Subcomponents of Variational Data Assimilation 18. Observation of Space Variation Data Assimilation Methods 19. Kalman Filter and Smoother 20. Ensemble-Based Data Asssimilation 21. Non-Gaussian Variational Data Assimilation 22. Markov Chain Monte Carlo and Particle Filter Methods 23. Applications of Data Asssimilation in the Geosciences 24. Solutions to Select Exercise Bibliography Index

Note: Contents: 1 Business-Cycle Facts Around the World ; 2 An Open Endowment Economy ; 3 An Open Economy with Capital ; 4 The Open Economy Real-Business-Cycle Model ; 5 Business Cycles in Emerging Countries: Productivity Shocks versus Financial Friction ; 6 Interest-Rate Shocks ; 7 Importable Goods, Exportable Goods, and the Terms of Trade ; 8 Nontradable Goods and the Real Exchange Rate ; 9 Nominal Rigidity, Exchange Rates, and Unemployment ; 10 Exchange-Rate Policy and Capital Controls ; 11 Policy Credibility and Balance-of-Payments Crises ; 12 Financial Frictions and Aggregate Instability ; 13 Sovereign Default

Note: Contents: 1. The Politics and Political Economy of Forestland Regimes ; SECTION I: The Origins and Divergences of National Forestland Regimes ; 2. Colonialism and the Transformation of Hinterlands ; 3. Politics of 4. Political Mediation of Land Conflicts in the Hinterlands ; SECTION II: Politics of Institutional Change ; 5. Politics of Institutional Change in India's Forestland Regimes ; 6. Politics of Institutional Change in Tanzania and Mexico ; SECTION III: Policy Differences and Key Lessons ; 7. Public Accountability in Policy- making: Forest- Based Climate Change Mitigation in India, Tanzania, and Mexico ; 8. Conclusion: Toward Social Justice and Enduring Nature Conservation ; Appendix I: Number of People Affected by Forestland Conflicts ; Appendix II: A Sample of Specific Events Related to Forestland Conflicts ; Appendix III: Major Socioeconomic and Political Indicators in Case Study Countries ; Appendix IV: Inequality- Adjusted Human Development Index for Selected Regions ; Appendix V: Statistical Analysis of Forestland Claims in Gujarat, India ; References ; Index

Note: Contents: PART 1: The challenge of long-term democratic governance ; 1 Intertemporal policy-making in advanced democracies ; 2 The presentist bias ; 3 Probing the causes of the presentist bias ; 4 The policy dimensions of the presentist bias ; PART 2: Principles and proposals for improving long-term democratic governance ; 5 Foundations for prudent long-term governance ; 6 Countering the presentist bias ; PART 3: Assessing the options for improving long-term democratic governance ; 7 A constitution for the future ; 8 Committing to a better future ; 9 Insulating decision-making from short-term political pressures ; 10 Enhancing voices for the future ; 11 Advising for a better future ; 12 Designing and embedding a strategic foresight capability ; 13 Creating the political conditions for policy investments ; PART 4: Taking care of tomorrow today ; 14 Towards a better tomorrow ; Appendix ; Bibliography ; Index

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: 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: 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: List of contributors. - Preface. - 1 Overview of sea ice growth and properties / Chris Petrich & Hajo Eicken. - 2 Sea ice thickness distribution / Christian Haas. - 3 Snow in the sea-ice system : friend or foe? / Matthew Sturm & Robert A. Massom. - 4 Sea ice and sunlight / Donald K. Perovich. - 5 The sea ice-ocean boundary layer / Miles G. McPhee. - 6 The atmosphere over sea ice / Ola Persson & Timo Vihma. - 7 Sea ice and arctic ocean oceanography / Finlo Cottier, Mike Steele & Frank Nielsen. - 8 Oceanography and sea ice in the southern ocean / Michael P. Meredith & Mark A. Brandon. - 9 Methods of satellite remote sensing of sea ice / Gunnar Spreen & Stefan Kern. - 10 Gaining (and losing) antarctic sea ice : variability, trends and mechanisms / Sharon Stammerjohn & Ted Maksym. - 11 Losing arctic sea ice : observations of the recent decline and the long-term context / Walt N. Meier. - 12 Sea ice in earth system models / Dirk Notz & Cecilia M. Bitz. - 13 Sea ice as a habitat for bacteria, archaea and viruses / Jody W. Deming & R. Eric Collins. - 14 Sea ice as a habitat for primary producers / Kevin R. Arrigo. - 15 Sea ice as a habitat for micrograzers / David A. Caron, Rebecca J. Gast & Marie-Eve Garneau. - 16 Sea ice as a habitat for macrograzers / Bodil A. Bluhm, Kerrie M. Swadling & Rolf Gradinger. - 17 Nutrients, dissolved organic matter and exopolymers in sea ice / Klaus M. Meiners & Christine Michel. - 18 Gases in sea ice / Jean-Louis Tison, Bruno Delille & Stathys Papadimitriou. - 19 Transport and transformation of contaminants in sea ice / Feiyue Wang, Monika Pucko & Gary Stern. - 20 Numerical models of sea ice biogeochemistry / Martin Vancoppenolla & Letizia Tedesco. - 21 Arctic marine mammals and sea ice / Kristin L. Laidre & Eric V. Regehr. - 22 Antarctic marine mammals and sea ice / Marthán N. Bester, Horst Bornemann & Trevor McIntyre. - 23 A feathered perspective : the influence of sea ice on arctic marine birds / Nina J. Karnovsky & Maria V. Gavrilo. - 24 Birds and antarctic sea ice / David Ainley, Eric J. Woehler & Amelie Lescroel. - 25 Sea ice is our beautiful garden : indigenous perspectives on sea ice of sea ice in the arctic / Henry P. Huntington, Shari Gearheard, Lene Kielsen Holm, George Noongwook, Margaret Opie & Joelie Sanguya. - 26 Advances in palaeo sea-ice estimation / Leanne Armand, Alexander Ferry & Amy Leventer. - 27 Ice in subarctic seas / Hermanni Kaartokallio, Mats A. Granskog, Harri Kuosa & Jouni Vainio. - Index.

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

Note: Foreword xiii Preface xv Acknowledgments xxi About the Authors xxiii Part I: Data Science with Hadoop-An Overview 1 Chapter 1: Introduction to Data Science 3 What Is Data Science? 3 Example: Search Advertising 4 A Bit of Data Science History 5 Becoming a Data Scientist 8 Building a Data Science Team 12 The Data Science Project Life Cycle 13 Managing a Data Science Project 18 Summary 18 Chapter 2: Use Cases for Data Science 19 Big Data-A Driver of Change 19 Business Use Cases 21 Summary 29 Chapter 3: Hadoop and Data Science 31 What Is Hadoop? 31 Hadoop's Evolution 37 Hadoop Tools for Data Science 38 Why Hadoop Is Useful to Data Scientists 46 Summary 51 Part II: Preparing and Visualizing Data with Hadoop 53 Chapter 4: Getting Data into Hadoop 55 Hadoop as a Data Lake 56 The Hadoop Distributed File System (HDFS) 58 Direct File Transfer to Hadoop HDFS 58 Importing Data from Files into Hive Tables 59 Importing Data into Hive Tables Using Spark 62 Using Apache Sqoop to Acquire Relational Data 65 Using Apache Flume to Acquire Data Streams 74 Manage Hadoop Work and Data Flows with Apache Oozie 79 Apache Falcon 81 What's Next in Data Ingestion? 82 Summary 82 Chapter 5: Data Munging with Hadoop 85 Why Hadoop for Data Munging? 86 Data Quality 86 The Feature Matrix 93 Summary 106 Chapter 6: Exploring and Visualizing Data 107 Why Visualize Data? 107 Creating Visualizations 112 Using Visualization for Data Science 121 Popular Visualization Tools 121 Visualizing Big Data with Hadoop 123 Summary 124 Part III: Applying Data Modeling with Hadoop 125 Chapter 7: Machine Learning with Hadoop 127 Overview of Machine Learning 127 Terminology 128 Task Types in Machine Learning 129 Big Data and Machine Learning 130 Tools for Machine Learning 131 The Future of Machine Learning and Artificial Intelligence 132 Summary 132 Chapter 8: Predictive Modeling 133 Overview of Predictive Modeling 133 Classification Versus Regression 134 Evaluating Predictive Models 136 Supervised Learning Algorithms 140 Building Big Data Predictive Model Solutions 141 Example: Sentiment Analysis 145 Summary 150 Chapter 9: Clustering 151 Overview of Clustering 151 Uses of Clustering 152 Designing a Similarity Measure 153 Clustering Algorithms 154 Example: Clustering Algorithms 155 Evaluating the Clusters and Choosing the Number of Clusters 157 Building Big Data Clustering Solutions 158 Example: Topic Modeling with Latent Dirichlet Allocation 160 Summary 163 Chapter 10: Anomaly Detection with Hadoop 165 Overview 165 Uses of Anomaly Detection 166 Types of Anomalies in Data 166 Approaches to Anomaly Detection 167 Tuning Anomaly Detection Systems 170 Building a Big Data Anomaly Detection Solution with Hadoop 171 Example: Detecting Network Intrusions 172 Summary 179 Chapter 11: Natural Language Processing 181 Natural Language Processing 181 Tooling for NLP in Hadoop 184 Textual Representations 187 Sentiment Analysis Example 189 Summary 193 Chapter 12: Data Science with Hadoop-The Next Frontier 195 Automated Data Discovery 195 Deep Learning 197 Summary 199 Appendix A: Book Web Page and Code Download 201 Appendix B: HDFS Quick Start 203 Quick Command Dereference 204 Appendix C: Additional Background on Data Science and Apache Hadoop and Spark 209 General Hadoop/Spark Information 209 Hadoop/Spark Installation Recipes 210 HDFS 210 MapReduce 211 Spark 211 Essential Tools 211 Machine Learning 212 Index 213

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: 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: 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 ; 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: 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, 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