ALBERT

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

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: 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: Dissertation, Universität Potsdam, 2017 , Contents Abstract Kurzfassung Contents 1. List of figures 2. List of tables Chapter 1. General introduction 1. Motivation 2. Scientific background 3. Objectives of the thesis 4. Thesis outline Chapter 2. Manuscript 1: Treeline dynamics in Siberia under changing climates as inferred from an individual-based model for Larix 1. Abstract 2. Introduction 3. Material and Methods 4. Results 5. Discussion 6. Acknowledgements Chapter 3. Manuscript 2: Field and simulation data reveal dissimilar responses of Larix gmelinii stands to increasing temperature across the Siberian treeline ecotone 1. Abstract 2. Introduction 3. Methods 4. Results 5. Discussion 6. Acknowledgements Chapter 4. Manuscript 3: High gene flow and complex treeline dynamics on the Taymyr Peninsula (north-central Siberia), revealed by nuclear microsatellites of Larix 1. Abstract 2. Introduction 3. Materials and methods 4. Results 5. Discussion 6. Acknowledgements Chapter 5. Manuscript 4: Dispersal distances at treeline in Siberia - genetic guided model improvement 1. Abstract 2. Introduction 3. Methods 4. Results 5. Discussion 6. Acknowledgements Chapter 6. Synopsis 1. Towards a better understanding of Siberian treeline dynamics 2. Methodological challenges to reconstruct and predict the treeline advance 3. Conclusions 4. Outlook Appendix 1. Supplementary information for manuscript 1 (Chapter 2) 2. Supplementary information for manuscript 2 (Chapter 3) 3. Supplementary information for manuscript 3 (Chapter 4) 4. Supplementary information for manuscript 4 (Chapter 5) Bibliography Acknowledgements - Danksagung Declaration

Note: Contents Part I Meteorology The Influence of WRF Parameterisation Schemes on High Resolution Simulations Over Greece / I. Tegoulias, S. Kartsios, I. Pytharoulis, S. Kotsopoulos and Theodore S. Karacostas Assessing the Sensitivity of COSMO/GR Atmospheric Model to Effectively Simulate the Influence of Diabatic Heating on Eastern Mediterranean Explosive Cyclogenesis Under Different Parameterizations of the Model Physics / J. Kouroutzoglou, E. Avgoustoglou, H.A. Flocas, M. Hatzaki, P. Skrimizeas, A. Lalos, K. Keay and I. Simmonds Evaluation of WRF Parameterization Schemes During Heat-Wave Events Over the Greater Area of South–East Mediterranean / C. Giannaros, D. Melas and T.M. Giannaros A Study of an Extreme Hot Weather Event in Greece with the WRF-ARW Atmospheric Model / G. Emmanouil, D. Vlachogiannis, A. Sfetsos, S. Karozis and A. Tasopoulou Lightning Forecasting in Europe: Results Obtained from One Year of Operational Simulations / T.M. Giannaros, V. Kotroni and K. Lagouvardos Numerical Simulations and Observational Study of a Mesoscale Convective System in France, During the HyMeX—SOP1 Using the WRF Model /1 S. Dafis, K. Lagouvardos, V. Kotroni, T.M. Giannaros and A. Bartzokas Design and Evaluation of Sensitivity Tests of COSMO Model Over the Mediterranean Area / E. Avgoustoglou, A. Voudouri, P. Khain, F. Grazzini and J.M. Bettems Comparison and Validation of WRF Model Physics Parameterizations Over the Domain of Greece / N. Politi, P.T. Nastos, A. Sfetsos, D. Vlachogiannis, N.R. Dalezios, N. Gounaris, M.R. Cardoso and M.M.P. Soares Severe Weather Events and Sea Level Variability Over the Mediterranean Sea: The WaveForUs Operational Platform / Y. Krestenitis, I. Pytharoulis, Theodore S. Karacostas, Y. Androulidakis, C. Makris, K. Kombiadou, I. Tegoulias, V. Baltikas, S. Kotsopoulos and S. Kartsios The Implementation of a Dust Wet Deposition Scheme in the WRF-CHEM Model / K. Tsarpalis, A. Papadopoulos and P. Katsafados Temperature Seasonal Predictability of the WRF Model / G. Varlas, P. Katsafados and A. Papadopoulos Numerical Modeling of a Tornado Event at Skala, Lakonia, Peloponnese in September 2015 / M.P. Mylonas, P.T. Nastos and Ioannis T. Matsangouras Towards Predictability Limit: Advancing the Deterministic Skill of Ensembles / I. Kioutsioukis Marine Boundary Layer Offshore and Coastal Coupled Simulations / C. Stathopoulos, G. Galanis and G. Kallos Observational and Numerical Study of a Tornado Outbreak in Attica and Euboea / A. Lampiris, S. Dafis and G. Papavasileiou The Effect of Surface Heterogeneity on the Vertical Structure of the Saharan Convective Boundary Layer / G. Papangelis, M. Tombrou and J. Kalogiros Numerical Study of the Medicane of November 2014 / I. Pytharoulis, Ioannis T. Matsangouras, I. Tegoulias, S. Kotsopoulos, Theodore S. Karacostas and P.T. Nastos Numerical Modeling Analysis of Tornadoes Using the COSMO.GR Model Over Greece / Ioannis T. Matsangouras, E. Avgoustoglou, F. Gofa, I. Pytharoulis, P.T. Nastos and H.W. Bluestein Performance of RegCM4 Model During Heat Waves—A Case Study for China / D.K. Papanastasiou, X. Huang, A. Poupkou, X. Pu, P. Zanis, T. Wang and D. Melas The Role of Heat Extinction Depth Concept to Fire Behavior: An Application to WRF-SFIRE Model / S. Kartsios, Theodore S. Karacostas, I. Pytharoulis and A.P. Dimitrakopoulos Impacts of Observational Data Assimilation on Operational Forecasts / A. Voudouri, E. Avgoustoglou and P. Kaufmann Comparative Forecasts of a Local Area Model (WRF) in Summer for Cyprus / F. Tymvios, D. Charalambous, J. Lelieveld and S. Michaelides Implementation of a Hybrid Surface Layer Parameterization Scheme for the Coupled Atmosphere-Ocean Wave System WEW / P. Katsafados, G. Varlas, A. Papadopoulos and G. Korres Development and Implementation of a Soil Moisture Perturbation Method for EPS Initial Conditions / P. Louka, F. Gofa, C. Marsigli and A. Montani The Impact of Cyclone Xaver on Hydropower Potential in Norway . . . 175 I. Cheliotis, G. Varlas and K. Christakos Heavy Convective Rainfall Forecast Over Paraguay Using Coupled WRF-Cloud Model / V. Spiridonov, J. Baez and B. Telenta The Heat Health Warning System of DWD—Concept and Lessons Learned / A. Matzarakis Impact of Storm Seeding to Hailstone Features in Central Macedonia / D. Foris and V. Foris Validating SAF NWC Products Over the Greek Area / A. Karagiannidis, K. Lagouvardos, V. Kotroni and T.M. Giannaros Use of Global Precipitation Measurement’s Satellite Data for the Study of a Mesoscale Convective System /D. Mitropoulos and H. Feidas Flash Flood Risk and Vulnerability Analysis in Urban Areas: The Case of October 22, 2015, in Attica, Greece / K. Papagiannaki, V. Kotroni, K. Lagouvardos and A. Bezes The First Joint Hydro-Meteo Warnings in Croatia During Heavy Rainfall Period in October 2015 / P. Mutic, T. Jurlina, T. Vujnovic, D. Oskorus, N. Strelec-Mahovic and T. Renko A Total Weighted Least Squares Method for the Determination of the Meteoric Water Line of Precipitation for Hydrological Purposes / A.A. Argiriou, V. Salamalikis and E. Dotsika Storm Characteristics Over Central Macedonia and Thessaly and Their Relation to Atmospheric Parameters / E. Chatzi Radar Climatology of Supercell Thunderstorms in Northern and Central Greece / M. Christodoulou and M. Sioutas Comparison of Physically and Image Based Atmospheric Correction Methods for Sentinel-2 Satellite Imagery / G. Lantzanakis, Z. Mitraka and N. Chrysoulakis First Rains as Extreme Events Influencing Marine Primary Production / D. Kotta, D. Kitsiou and P. Kassomenos Hail Characteristics and Cloud Seeding Effect for Hail Suppression in Central Macedonia, Greece / M. Sioutas Satellite Rainfall Error Analysis with the Use of High-Resolution X-Band Dual-Polarization Radar Observations Over the Italian Alps / M.N. Anagnostou, J. Kalogiros, E. Nikolopoulos, Y. Derin, E.N. Anagnostou and M. Borga The DAPHNE Conceptual Model for Designing a Precipitation Enhancement Project in Thessaly, Greece / Theodore S. Karacostas, I. Pytharoulis, I. Tegoulias, D. Bampzelis, S. Kartsios, S. Kotsopoulos, P. Zanis, E. Katragkou and K. Tympanidis Watershed Size, an Alternative or a Misguided Parameter for River’s Waterpower? Implementation in Macedonia, Greece / G. Grimpylakos, K. Albanakis and Theodore S. Karacostas Survey of the Severe Hailstorms During Summer 2014 in the Northern Part of Greece / P. Fragkouli, A. Tyraski and K. Lagouvardos Assessment of the Thermal Comfort Conditions in a University Campus Using a 3D Microscale Climate Model, Utilizing Mobile Measurements / P.T. Nastos, K.P. Moustris, I. Charalampopoulos, I.K. Larissi and Athanasios G. Paliatsos Diurnal Distribution of Storm Characteristics in Central Macedonia During the Warm Season of the Year Using a C-Band Weather Radar / D. Bampzelis and Theodore S. Karacostas Rain Enhancement Feasibility Potential of Orographic Clouds Over Northern Greece / K. Tympanidis, Theodore S. Karacostas and D. Bampzelis A Preliminary Study on the Effect of Rainfall Events on Human Thermal Comfort Under Hot Weather Conditions / I. Charalampopoulos and I. Tsiros One Day-Ahead Prognosis of Energy Demand Using Artificial Intelligence and Biometeorological Indices / D. Zafirakis, K.P. Moustris, D.H. Alamo and R.J. Nebot Medina The Effect of Rainfall Intensity on the Flood Generation of Mountainous Watersheds (Chalkidiki Prefecture, North Greece) / A. Kastridis and D. Stathis Air Temperature Estimation Over the Ainos Mountain, Kefallinia Island Using Linear Regression Analysis / S. Maniatis, A. Kamoutsis, A. Chronopoulou-Sereli and P.T. Nastos Dust Over the Area of the East Mediterranean: The Severe Dust Event of the Period 7–12 September 2015. Synoptic and Dynamic Analysis / K. Nicolaides and F. Tymvios On the Dynamics Underlying the Emergence of Coherent Structures in Barotropic Turbulence / N.A. Bakas, N.C. Constantinou and P.J. Ioannou Structure and Stability of Low Amplitude Jet Equilibria in Barotropic Turbulence / N.C. Constantinou, P.

Note: Contents Preface A Review of Source Models of the 2015 Illapel, Chile Earthquake and Insights from Tsunami Data / Kenji Satake and Mohammad Heidarzadeh, DOI: 10.1007/s00024-016-1450-5 Rapidly Estimated Seismic Source Parameters for the 16 September 2015 Illapel, Chile Mw 8 3 Earthquake / Lingling Ye, Thorne Lay, Hiroo Kanamori and Keith D. Koper, DOI: 10.1007/s00024-015-1202-y Rupture Process During the 2015 Illapel, Chile Earthquake: Zigzag-Along-Dip Rupture Episodes / Ryo Okuwaki, Yuji Yagi, Rafael Aránguiz, Juan González and Gabriel González, DOI: 10.1007/s00024-016-1271-6 Imaging Rupture Process of the 2015 Mw 8 3 Illapel Earthquake Using the US Seismic Array / Bo Li and Abhijit Ghosh, DOI: 10.1007/s00024-016-1323-y Interseismic Coupling, Megathrust Earthquakes and Seismic Swarms Along the Chilean Subduction Zone (38°–18°S) / M. Métois, C. Vigny and A. Socquet, DOI: 10.1007/s00024-016-1280-5 Low-Frequency Centroid Moment Tensor Inversion of the 2015 Illapel Earthquake from Superconducting-Gravimeter Data / Eliška Zábranová and Ctirad Matyska, DOI: 10.1007/s00024-016-1252-9 Coseismic Fault Slip of the September 16, 2015 Mw 8 3 Illapel, Chile Earthquake Estimated from InSAR Data / Yingfeng Zhang, Guohong Zhang, Eric A. Hetland, Xinjian Shan, Shaoyan Wen and Ronghu Zuo, DOI: 10.1007/s00024-016-1266-3 Analysis of the Illapel Mw = 8 3 Thrust Earthquake Rupture Zone Using GOCE-Derived Gradients / Orlando Álvarez, Agustina Pesce, Mario Gimenez, Andres Folguera, Santiago Soler and Wenjin Chen, DOI: 10.1007/s00024-016-1376-y Chile2015: Lévy Flight and Long-Range Correlation Analysis of Earthquake Magnitudes in Chile / Maria P. Beccar-Varela, Hector Gonzalez-Huizar, Maria C. Mariani, Laura F. Serpa and Osei K. Tweneboah, DOI: 10.1007/s00024-016-1334-8 Time-Based Network Analysis Before and After the Mw 8 3 Illapel Earthquake 2015 Chile / Denisse Pastén, Felipe Torres, Benjamín Toledo, Víctor Muñoz, José Rogan and Juan Alejandro Valdivia, DOI: 10.1007/s00024-016-1335-7 Chilean Earthquakes: Aquifer Responses at the Russian Platform / Alina Besedina, Evgeny Vinogradov, Ella Gorbunova and Igor Svintsov, DOI: 10.1007/s00024-016-1256-5 Ionospheric Plasma Response to Mw 8 3 Chile Illapel Earthquake on September 16, 2015 / C. D. Reddy, Mahesh N. Shrivastava, Gopi K. Seemala, Gabriel González and Juan Carlos Baez, DOI: 10.1007/s00024-016-1282-3 Remote Sensing of Atmospheric and Ionospheric Signals Prior to the Mw 8 3 Illapel Earthquake, Chile 2015 / Mohammad Reza Mansouri Daneshvar and Friedemann T. Freund, DOI: 10.1007/s00024-016-1366-0 Chile2015: Induced Magnetic Fields on the Z Component by Tsunami Wave Propagation / V. Klausner, T. Almeida, F. C. De Meneses, E. A. Kherani, V. G. Pillat and M. T. A. H. Muella, DOI: 10.1007/s00024-016-1279-y First Report on Seismogenic Magnetic Disturbances over Brazilian Sector / V. Klausner, T. Almeida, F. C. De Meneses, E. A. Kherani, V. G. Pillat, M. T. A. H. Muella and P. R. Fagundes, DOI: 10.1007/s00024-016-1455-0 The 16 September 2015 Chile Tsunami from the Post-Tsunami Survey and Numerical Modeling Perspectives / Rafael Aránguiz, Gabriel González, Juan González, Patricio A. Catalán, Rodrigo Cienfuegos, Yuji Yagi, Ryo Okuwaki, Luisa Urra, Karla Contreras, Ian Del Rio and Camilo Rojas, DOI: 10.1007/s00024-015-1225-4 Field Survey of the 2015 Chile Tsunami with Emphasis on Coastal Wetland and Conservation Areas / Manuel Contreras-López, Patricio Winckler, Ignacio Sepúlveda, Adolfo Andaur-Álvarez, Fernanda Cortés-Molina, Camila J. Guerrero, Cyntia E. Mizobe, Felipe Igualt, Wolfgang Breuer, José F. Beyá, Hernán Vergara and Rodrigo Figueroa-Sterquel, DOI: 10.1007/s00024-015-1235-2 A Study of the 2015 Mw 8 3 Illapel Earthquake and Tsunami: Numerical and Analytical Approaches / Mauricio Fuentes, Sebastián Riquelme, Gavin Hayes, Miguel Medina, Diego Melgar, Gabriel Vargas, José González and Angelo Villalobos, DOI: 10.1007/s00024-016-1305-0 Real-Time Assessment of the 16 September 2015 Chile Tsunami and Implications for Near-Field Forecast / Liujuan Tang, Vasily V. Titov, Christopher Moore and Yong Wei, DOI: 10.1007/s00024-015-1226-3 . Comparison Between Tsunami Signals Generated by Different Source Models and the Observed Data of the Illapel 2015 Earthquake / Ignacia Calisto, Matthew Miller and Iván Constanzo, DOI: 10.1007/s00024-016-1253-8 Tsunami Characteristics Along the Peru–Chile Trench: Analysis of the 2015 Mw8 3 Illapel, the 2014 Mw8 2 Iquique and the 2010 Mw8 8 Maule Tsunamis in the Near-field / R. Omira, M. A. Baptista and F. Lisboa, DOI: 10.1007/s00024-016-1277-0 Tsunami Penetration in Tidal Rivers, with Observations of the Chile 2015 Tsunami in Rivers in Japan / Elena Tolkova, DOI: 10.1007/s00024-015-1229-0

Note: Contents Part I The Origins and History of Glaciers and Glaciology 1 Origins and Nature of Glaciers 2 Reading the Landscape 3 Iceland 4 History of Glaciology in Iceland Part II The Glaciers of Iceland 5 Glaciers of Southern Iceland 6 Glaciers of the Central Highlands 7 Glaciers of Northern and Western Iceland 8 Vatnajökull and Glaciers of Eastern Iceland Appendix Afterword

Note: Contents 1 A Brief Introduction to the Players 1.1 Silicon 1.2 Silica 1.3 Silicic Acid 1.4 Silicate 1.5 Silicone 2 The Origin of Life Was Brought to You in Part by Silicate Rocks 2.1 Setting the Stage 2.2 A Flight of Fancy 2.3 The Early Earth Was Not Hellacious 2.4 A Fly in the Soup 2.5 The Lost City 2.6 Generating Organic Compounds 2.7 Inventing Metabolism 2.8 The World’s Earliest Biological Carbon Fixation 2.9 Replication Further Reading 3 The Making of Humankind: Silica Lends a Hand (and Maybe a Brain) 3.1 Stone Tools and Their Makers 3.1.1 The Earliest Stone Tools 3.1.2 The Oldowan Industry and Its Practitioners 3.1.3 The Acheulean Industry and Its Practitioners 3.1.4 Neanderthals and the Levallois Technique 3.1.5 Homo sapiens 3.2 Hands and Brains 3.2.1 Give Us a Hand 3.2.2 If I Only Had a Brain Further Reading 4 Mystical Crystals of Silica 4.1 What Is a Crystal? 4.2 Pyroelectricity 4.3 Piezoelectricity 4.4 Sonar 4.5 Quartz Oscillators 4.6 But Why Is There a Piezoelectric Effect? Further Reading 5 Glass Houses and Nanotechnology 5.1 Silica-Centric Musings on the Origin of Biomineralization 5.2 The Early Fossil Record of Silica Biomineralization 5.3 Not All Biomineralization Is Silica Biomineralization 5.4 The World’s First Arms Race 5.5 How to Make a Glass House: Man Versus Nature 5.5.1 Man 5.5.2 Nature 5.6 Some Silica Biomineralizing Organisms that We Are Learning From 5.6.1 Choanoflagellates 5.6.2 Siliceous Sponges 5.6.3 Diatoms 5.7 Siliceous Nanotechnology Further Reading 6 Chicks Need Silica, Too 6.1 It’s All About the Chicks 6.2 Silicosis 6.3 The Dog Days of Silica Medical Research 6.4 Collagen 6.5 Do Human Beings Require Silica? 6.6 To Supplement or not to Supplement 6.7 Silica, Aluminum, and Alzheimer’s Disease Further Reading 7 Of Fields, Phytoliths, and Sewage 7.1 All Plants Have Silica 7.2 Opal Phytoliths 7.3 The Benefits of Opal Phytoliths and of Dissolved Silica 7.4 Is Silica an Essential Plant Nutrient? 7.5 Impact of Agriculture on the Silica Cycle 7.6 The Growing Creep of Silica Removal 7.7 Let’s Go for a Walk Through Time 7.8 Silica in Sewage 7.9 A Plea for Hardy Souls Further Reading 8 Silica, Be Dammed! 8.1 To Put It in a Nutshell 8.2 A Brief History of Human Damming, or How Long Has This Been Going on 8.3 Dams and Silica 8.4 Dams, Eutrophication, and Silica 8.5 Case Study #1: The Laurentian Great Lakes 8.6 Case Study #2: The Baltic Sea 8.7 Case Study #3: The Black Sea 8.8 The Global View Further Reading 9 The Venerable Silica Cycle 9.1 The Silica Cycle 9.2 Silicate Weathering 9.3 Getting Silica from Continent to Ocean 9.4 The Weathering of Oceanic Crust 9.5 Silica Biomineralization in the Ocean 9.6 Silica’s Return to the Mantle 9.7 The Earth’s Early Ocean Was a Tremendously Siliceous Place 9.8 Silica, Cyanobacteria, and Banded Iron Formations 9.9 And then Along Came True Silica Biomineralization Further Reading 10 Silica Saves the Day 10.1 The Goldilocks Zone 10.2 Most of Us Can Model 10.2.1 The Warmth of the Sun 10.2.2 Albedo, Which Is Not a Pasta Sauce 10.2.3 Emissivity 10.3 The Importance of Greenhouse Gases 10.4 Silicate Weathering Consumes Carbon Dioxide 10.5 The Temperature Dependence of Silicate Weathering 10.6 The Paleocene-Eocene Thermal Maximum 10.7 Enhanced Weathering Further Reading

Note: Contents Realistic Benchmarks for Point Cloud Data Management Systems / Peter van Oosterom, Oscar Martinez-Rubi, Theo Tijssen and Romulo Gonçalves Does a Finer Level of Detail of a 3D City Model Bring an Improvement for Estimating Shadows? / Filip Biljecki, Hugo Ledoux and Jantien Stoter Interactive and View-Dependent See-Through Lenses for Massive 3D Point Clouds / Sören Discher, Rico Richter and Jürgen Döllner Representation of CityGML Instance Models in BaseX / Sabine Koch and Marc-O. Löwner A Spatio-Semantic Query Language for the Integrated Analysis of City Models and Building Information Models / S. Daum, A. Borrmann and T.H. Kolbe A Methodology for Modelling of 3D Spatial Constraints / Daniel Xu, Peter van Oosterom and Sisi Zlatanova Reconstructing 3D Building Models with the 2D Cadastre for Semantic Enhancement / Frédéric Pedrinis and Gilles Gesquière A 3D LADM Prototype Implementation in INTERLIS / Eftychia Kalogianni, Efi Dimopoulou and Peter van Oosterom Web-Based Tool for the Sustainable Refurbishment in Historic Districts Based on 3D City Model / Iñaki Prieto, Jose Luis Izkara and Rubén Béjar Terrestrial Laser Scanners Self-calibration Study: Datum Constraints Analyses for Network Configurations / Mohd Azwan Abbas, Halim Setan, Zulkepli Majid, Albert K. Chong, Lau Chong Luh, Khairulnizam M. Idris and Mohd Farid Mohd Ariff Managing Versions and History Within Semantic 3D City Models for the Next Generation of CityGML / Kanishk Chaturvedi, Carl Stephen Smyth, Gilles Gesquière, Tatjana Kutzner and Thomas H. Kolbe Cartographic Enrichment of 3D City Models—State of the Art and Research Perspectives / Stefan Peters, Mathias Jahnke, Christian E. Murphy, Liqiu Meng and Alias Abdul-Rahman Comparison of 2D & 3D Parameter-Based Models in Urban Fine Dust Distribution Modelling / Yahya Ghassoun and M.-O. Löwner Investigating Semantic Functionality of 3D Geometry for Land Administration / George Floros, Eva Tsiliakou, Dimitrios Kitsakis, Ioannis Pispidikis and Efi Dimopoulou 3D Complete Traffic Noise Analysis Based on CityGML / Lu Lu, Thomas Becker and Marc-Oliver Löwner Highly Efficient Computer Oriented Octree Data Structure and Neighbours Search in 3D GIS / Noraidah Keling, Izham Mohamad Yusoff, Habibah Lateh and Uznir Ujang Framework for on an Open 3D Urban Analysis / Marc-O. Löwner and Thomas Becker Usability Assessment of a Virtual Globe-Based 4D Archaeological GIS / Berdien De Roo, Jean Bourgeois and Philippe De Maeyer Temporal and Spatial Database Support for Geothermal Sub-surface Applications / M. Jahn, M. Breunig, E. Butwilowski, P.V. Kuper, A. Thomsen, M. Al-Doori and E. Schill Automatic Semantic and Geometric Enrichment of CityGML Building Models Using HOG-Based Template Matching / Jon Slade, Christopher B. Jones and Paul L. Rosin Stochastic Buildings Generation to Assist in the Design of Right to Build Plans / Mickaël Brasebin, Julien Perret and Romain Reuillon 3D Marine Administration System Based on LADM / Aikaterini Athanasiou, Ioannis Pispidikis and Efi Dimopoulou Assessing the Suitability of Using Google Glass in Designing 3D Geographic Information for Navigation / Kelvin Wong and Claire Ellul Review and Assessment of Current Cadastral Data Models for 3D Cadastral Applications / Ali Aien, Abbas Rajabifard, Mohsen Kalantari and Ian Williamson The Hierarchical Three-Dimensional (3D) Dynamic Water Infiltration on Multi-layers of Soil According to Voronoi Sequence Nodes Based on the Three-Dimensional Triangular Irregular Network (3D TIN) / Siti Nurbaidzuri Reli, Izham Mohamad Yusoff, Habibah Lateh and Uznir Ujang A Data Model for the Interactive Construction and Correction of 3D Building Geometry Based on Planar Half-Spaces / Martin Kada, Andreas Wichmann, Nina Manzke and Yevgeniya Filippovska The Potential of the 3D Dual Half-Edge (DHE) Data Structure for Integrated 2D-Space and Scale Modelling: A Review / Hairi Karim, Alias Abdul Rahman, Pawel Boguslawski, Martijn Meijers and Peter van Oosterom Towards Integrating BIM and GIS—An End-to-End Example from Point Cloud to Analysis / Claire Ellul, Gareth Boyes, Charles Thomson and Dietmar Backes

Note: Introduction: extreme city , Capital sinks , Environmental blowback , Sea change , The jargon of resilience , Climate apartheid , Disaster communism , Conclusion: urban futures

Note: Contents 1. Introduction 2. Postglacial uplift rates 3. Climatic sea level rise 4. Exponential effect 5. Mean sea level effect 6. Calculation of historical shore level and its uncertainty 7. Applications to the Aland Island, Gamla Uppsala and Birka 8. A note to the near future References

Note: Ersch. unregelmäßig , Beiträge teilweise in Englisch

Note: Beiträge überwiegend deutsch, teilweise englisch

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: 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: 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: 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