ALBERT

Note: Contents: 1 Introduction. - 1.1 Basic Concepts and Definitions. - 1.1.1 What Gas Seepage Is, What It Is Not. - 1.1.2 A Jungle of Names: Seeps, Macroseeps, Microseepage, Microseeps, and Miniseepage. - 1.1.3 Seepage id est Migration. - 1.1.4 Microbial, Thermogenic, and Abiotic Methane. - 1.2 Significance of Seepage and Implications. - 1.2.1 Seepage and Petroleum Exploration. - 1.2.2 Marine Seepage on the Crest of the Wave. - 1.2.3 From Sea to Land. - 1.2.4 A New Vision. - References. - 2 Gas Seepage Classification and Global Distribution. - 2.1 Macro-Seeps. - 2.1.1 Gas Seeps. - 2.1.2 Oil Seeps. - 2.1.3 Gas-Bearing Springs. - 2.1.4 Mud Volcanoes. - 2.1.5 Miniseepage. - 2.1.6 The Global Distribution of Onshore Macro-Seeps. - 2.2 Microseepage. - 2.3 Marine Seepage Manifestations. - References. - 3 Gas Migration Mechanisms. - 3.1 Fundamentals. - 3.1.1 Sources and Pathways. - 3.1.2 Diffusion and Advection. - 3.2 Actual Mechanisms and Migration Forms. - 3.2.1 Bubble and Microbubble Flow. - 3.2.2 Gas Seepage Velocity. - 3.2.3 Matter Transport by Microbubbles. - 3.2.4 The Concept of Carrier Gas and Trace Gas. - References. - 4 Detecting and Measuring Gas Seepage. - 4.1 Gas Detection Methods. - 4.1.1 Above-Ground (Atmospheric) Measurements. - 4.1.2 Ground Measurements. - 4.1.3 Measurements in Aqueous Systems. - 4.2 Indirect Methods. - 4.2.1 Chemical-Mineralogical Alterations of Soils. - 4.2.2 Vegetation Changes (Geobotanical Anomalies). - 4.2.3 Microbiological Analyses of Soils. - 4.2.4 Radiometric Surveys. - 4.2.5 Geophysical Techniques. - References. - 5 Seepage in Field Geology and Petroleum Exploration. - 5.1 Seepage and Faults. - 5.2 Microseepage Applied to Areal Petroleum Exploration. - 5.2.1 Which Gas Can Be Measured?. - 5.2.2 Microseepage Methane Flux Measurements. - 5.3 Seep Geochemistry for Petroleum System Evaluation. - 5.3.1 Recognising Post-genetic Alterations of Gases. - 5.3.2 Assessing Gas Source Type and Maturity. - 5.3.3 The Presence of Undesirable Gases (CO2, H2S, N2). - 5.3.4 Helium in Seeps… for Connoisseurs. - References. - 6 Environmental Impact of Gas Seepage. - 6.1 Geohazards. - 6.1.1 Methane Explosiveness. - 6.1.2 The Toxicity of Hydrogen Sulphide. - 6.1.3 Mud Expulsions and the Degradation of Soil-Sediments. - 6.2 Stray Gas, Natural versus Man-Made. - 6.3 Hypoxia in Aquatic Environments. - 6.4 Gas Emissions to the Atmosphere. - 6.4.1 Methane Fluxes and the Global Atmospheric Budget. - 6.4.2 Ethane and Propane Seepage, a Forgotten Potential Source of Ozone Precursors. - 6.5 Natural Seepage and CO2 Geological Sequestration. - References. - 7 Seepage in Serpentinised Peridotites and on Mars. - 7.1 Seeps and Springs in Active Serpentinisation Systems. - 7.1.1 Where Abiotic Methane Is Seeping. - 7.1.2 How Abiotic Methane in Land-Based Serpentinisation Systems Is Formed. - 7.1.3 How to Distinguish Abiotic and Biotic Methane. - 7.1.4 Seepage to the Surface. - 7.1.5 Is Abiotic Gas Seepage Important for the Atmospheric Methane Budget?. - 7.2 Potential Methane Seepage on Mars. - 7.2.1 Looking for Methane on Mars. - 7.2.2 A Theoretical Martian Seepage. - References. - 8 Gas Seepage and Past Climate Change. - 8.1 Past Seepage Stronger than Today. - 8.2 Potential Proxies of Past Seepage. - 8.3 Methane and Quaternary Climate Change. - 8.3.1 Traditional Models: Wetlands versus Gas Hydrates. - 8.3.2 Adding Submarine Seeps. - 8.3.3 Considering Onshore and Offshore Seepage in Total. - 8.3.4 CH4 Isotope Signatures in Ice Cores. - 8.4 Longer Geological Time Scale Changes. - 8.4.1 The Concept of Sedimentary Organic Carbon Mobilization. - 8.4.2 Paleogene Changes. - References. - 9 Seeps in the Ancient World: Myths, Religions, and Social Development. - 9.1 Seeps in Mythology and Religion. - 9.2 Seeps in Social and Technological Development. - References. - Epilogue. - Index.

Note: Contents: 1 Introduction. - 1.1 Chapter Summary. - 1.2 The Meaning of the Book’s Title. - 1.3 Historical Background. - 1.4 How to Read This Book. - 1.5 Further Reading. - References. - PART 1 BASIC THEORETICAL CONCEPTS. - 2 Discrete-Time Signals and Systems. - 2.1 Chapter Summary. - 2.2 Basic Definitions and Concepts. - 2.3 Discrete-Time Signals: Sequences. - 2.3.1 Basic Sequence Operations. - 2.3.2 Basic Sequences. - 2.3.3 Deterministic and Random Signals. - 2.4 Linear Time-Invariant (LTI) Systems. - 2.4.1 Impulse Response of an LTI System and Linear Convolution. - 2.4.2 An Example of Linear Convolution. - 2.4.3 Interconnections of LTI Systems. - 2.4.4 Effects of Stability and Causality Constraints on the Impulse Response of an LTI System. - 2.4.5 Finite (FIR) and Infinite (IIR) Impulse Response Systems. - 2.4.6 Linear Constant-Coefficient Difference Equation (LCCDE). - 2.4.7 Examples of LCCDE. - 2.4.8 The Solutions of an LCCDE. - 2.4.9 From the LCCDE to the Impulse Response: Examples. - 2.4.10 Eigenvalues and Eigenfunctions of LTI Systems. - References. - 3 Transforms of Discrete-Time Signals. - 3.1 Chapter Summary. - 3.2 z-Transform. - 3.2.1 Examples of z-Transforms and Special Cases. - 3.2.2 Rational z-Transforms. - 3.2.3 Inverse z-Transform. - 3.2.4 The z-Transform on the Unit Circle. - 3.2.5 Selected z-Transform Properties. - 3.2.6 Transfer Function of an LTI System. - 3.2.7 Output Sequence of an LTI System. - 3.2.8 Zeros and Poles: Forms for Rational Transfer Functions. - 3.2.9 Inverse System. - 3.3 Discrete-Time Fourier Transform (DTFT). - 3.3.1 An Example of DTFT Converging in the Mean-Square Sense. - 3.3.2 Line Spectra. - 3.3.3 Inverse DTFT. - 3.3.4 Selected DTFT Properties. - 3.3.5 The DTFT of a Finite-Length Causal Sequence. - 3.4 Discrete Fourier Series (DFS). - 3.4.1 Selected DFS Properties. - 3.4.2 Sampling in the Frequency Domain and Aliasing in the Time Domain. - 3.5 Discrete Fourier Transform (DFT). - 3.5.1 The Inverse DFT in Terms of the Direct DFT. - 3.5.2 Zero Padding. - 3.5.3 Selected DFT Properties. - 3.5.4 Circular Convolution Versus Linear Convolution. - 3.6 Fast Fourier Transform (FFT). - 3.7 Discrete Trigonometric Expansion. - 3.8 Appendix: Mathematical Foundations of Signal Representation. - 3.8.1 Vector Spaces. - 3.8.2 Inner Product Spaces. - 3.8.3 Bases in Vector Spaces. - 3.8.4 Signal Representation by Orthogonal Bases. - 3.8.5 Signal Representation by Standard Bases. - 3.8.6 Frames and Biorthogonal Bases. - 3.8.7 Summary and Complements. - References. - 4 Sampling of Continuous-Time Signals. - 4.1 Chapter Summary. - 4.2 Sampling Theorem. - 4.3 Reconstruction of a Continuous-Time Signal from Its Samples. - 4.4 Aliasing in the Frequency Domain and Anti-Aliasing Filter. - 4.5 The Uncertainty Principle for the Analog Fourier Transform. - 4.6 Support of a Continuous-Time Signal in the Time and Frequency Domains. - 4.7 Appendix: Analog and Digital Frequency Variables. - References. - 5 Spectral Analysis of Deterministic Discrete-Time Signals. - 5.1 Chapter Summary. - 5.2 Issues in Practical Spectral Analysis. - 5.2.1 The Effect of Windowing. - 5.2.2 The Effect of Spectral Sampling. - 5.3 Classical Windows. - 5.4 The Kaiser Window. - 5.5 Energy and Power Signals and Their Spectral Representations. - 5.6 Correlation of Deterministic Discrete-Time Signals. - 5.6.1 Correlation of Energy Signals. - 5.6.2 Correlation of Power Signals. - 5.6.3 Effect of an LTI System on Correlation Properties of Input and Output Signals. - 5.7 Wiener-Khinchin Theorem. - 5.7.1 Energy Signals and Energy Spectrum. - 5.7.2 Power Signals and Power Spectrum. - References. - PART 2 DIGITAL FILTERS. - 6 Digital Filter Properties and Filtering Implementation. - 6.1 Chapter Summary. - 6.2 Frequency-Selective Filters. - 6.3 Real-Causal-Stable-Rational (RCSR) Filters. - 6.4 Amplitude Response. - 6.5 Phase Response. - 6.5.1 Phase Discontinuities and Zero-Phase Response. - 6.5.2 Linear Phase (LP). - 6.5.3 Generalized Linear Phase (GLP). - 6.5.4 Constraints on GLP Filters. - 6.6 Digital Filtering Implementation. - 6.6.1 Direct Forms. - 6.6.2 Transposed-Direct Forms. - 6.6.3 FIR Direct and Transposed-Direct Forms. - 6.6.4 Direct and Transposed-Direct Forms for LP FIR Filters. - 6.6.5 Cascade and Parallel Forms. - 6.7 Zero-Phase Filtering. - 6.8 An Incorrect Approach to Filtering. - 6.9 Filtering After Downsampling. - 6.9.1 Theory of Downsampling. - 6.9.2 An Example of Filtering After Downsampling. - References. - 7 FIR Filter Design. - 7.1 Chapter Summary. - 7.2 Design Process. - 7.3 Specifications of Digital Filters. - 7.3.1 Constraints on the Magnitude Response. - 7.3.2 Constraints on the Phase Response. - 7.4 Selection of Filter Type: IIR or FIR?. - 7.5 FIR-Filter Design Methods and Approximation Criteria. - 7.6 Properties of GLP FIR Filters. - 7.6.1 Factorization of the Zero-Phase Response. - 7.6.2 Zeros of the Transfer Function. - 7.6.3 Another Form of the Adjustable Term. - 7.7 Equiripple FIR Filter Approximations: Minimax Design. - 7.8 Predicting the Minimum Filter Order. - 7.9 MPR Algorithm. - 7.10 Properties of Equiripple FIR Filters. - 7.11 The Minimax Method for Bandpass Filters. - References. - 8 IIR Filter Design. - 8.1 Chapter Summary. - 8.2 Design Process. - 8.3 Lowpass Analog Filters. - 8.3.1 Laplace Transform. - 8.3.2 Transfer Function and Design Parameters. - 8.4 Butterworth Filters. - 8.5 Chebyshev Filters. - 8.5.1 Chebyshev-I Filters. - 8.5.2 Chebyshev-II Filters. - 8.6 Elliptic Filters. - 8.7 Normalized and Non-normalized Filters. - 8.8 Comparison Among the Four Analog Filter Types. - 8.9 From the Analog Lowpass Filter to the Digital One. - 8.9.1 Bilinear Transformation. - 8.9.2 Design Procedure. - 8.9.3 Examples. - 8.10 Frequency Transformations. - 8.10.1 From a Lowpass to a Highpass Filter. - 8.10.2 From a Lowpass to a Bandpass Filter. - 8.10.3 From a Lowpass to a Bandstop Filter . - 8.11 Direct Design of IIR Filters. - 8.12 Appendix. - 8.12.1 Trigonometric Functions with Complex Argument. - 8.12.2 Elliptic Integrals. - 8.12.3 Jacobi Elliptic Functions. - 8.12.4 Landen-Gauss Transformation. - 8.12.5 Elliptic Rational Function. - References. - PART 3 SPECTRAL ANALYSIS. - 9 Statistical Approach to Signal Analysis. - 9.1 Chapter Summary. - 9.2 Preliminary Considerations. - 9.3 Random Variables. - 9.4 Ensemble Averages. - 9.5 Stationary Random Processes and Signals. - 9.6 Ergodicity. - 9.7 Wiener-Khinchin Theorem for Random Signals and Power Spectrum. - 9.8 Cross-Power Spectrum of Two Random Signals. - 9.9 Effect of an LTI System on a Random Signal. - 9.10 Estimation of the Averages of Ergodic Stationary Signals. - 9.10.1 General Concepts in Estimation Theory. - 9.10.2 Mean and Variance Estimation. - 9.10.3 Autocovariance Estimation. - 9.10.4 Cross-Covariance Estimation. - 9.11 Appendix: A Road Map to the Analysis of a Data Record. - References. - 10 Non-Parametric Spectral Methods. - 10.1 Chapter Summary. - 10.2 Power Spectrum Estimation. - 10.3 Periodogram. - 10.3.1 Bias. - 10.3.2 Variance. - 10.3.3 Examples. - 10.3.4 Variance Reduction by Band- and Ensemble-Averaging. - 10.4 Bartlett’s Method. - 10.5 Modified Periodogram. - 10.6 Welch’s Method. - 10.7 Blackman-Tukey Method. - 10.8 Statistical Significance of Spectral Peaks. - 10.9 MultiTaper Method. - 10.10 Estimation of the Cross-Power Spectrum of Two Random Signals. - 10.11 Use of the FFT in Power Spectrum Estimation. - 10.12 Power Spectrum Normalization. - References. - 11 Parametric Spectral Methods. - 11.1 Chapter Summary. - 11.2 Signals with Rational Spectra . - 11.3 Stochastic Models and Processes. - 11.3.1 Autoregressive-Moving Average (ARMA) Model. - 11.3.2 Autoregressive (AR) Model. - 11.3.3 Moving Average (MA) Model. - 11.3.4 How the AR and MA Modeling Approaches Are Theoretically Related. - 11.3.5 First-Order AR and MA Models: White, Red and Blue Noise. - 11.3.6 Higher-Order AR Models. - 11.4 The AR Approach to Spectral Estimation. - 11.5 AR Modeling and Linear Prediction. - 11.6

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: Chapter 1. Introduction: An Overview of Crisis Communication -- Part I. The Role of Communication in Fostering Resilience or Fomenting Resistance -- Chapter 2. Revisiting Crisis Communication and Integrating Social Media -- Chapter 3. Polluted Discourse:  Communication and Myths in a Climate of Denial -- Chapter 4. Public Perceptions of Global Warming: Understanding Survey Differences -- Chapter 5. Building Interfaces that Work: A Multi-Stakeholder Approach to Air Pollution and Climate Change Mitigation -- Part II. Before Disaster: Prediction, Preparation and Crisis Communication -- Chapter 6. Fostering Resilience in the Face of an Uncertain Future: Using Scenarios Planning to Communicate Climate Change Risks and Collaboratively Develop Adaptation Strategies -- Chapter 7. Barriers to Using Climate Information: Challenges in Communicating Probabilistic Forecasts to Decision Makers -- Chapter 8. Modeling Climate-Sensitive Disease Risk: A Decision Support Tool for Public Health Services -- Chapter 9. Shallow Landslide Hazard Mapping for Davao Oriental, Philippines Using a Deterministic GIS Model -- Part III. Mitigating Circumstances: Communicating Through Change, Uncertainty, Disaster and Recovery -- Chapter 10. Comparative Analysis of Virtual Relief Networks and Communication Channels During Disaster Recovery After a Major Flood in Galena, Alaska, Spring 2013 -- Chapter 11. Development of the Stakeholders’ Engagement Plan as a Mining Social Responsibility Practice -- Chapter 12. Controlling Environmental Crisis Messages in Uncontrollable Media Environments: The 2011 Case of Blue-Green Algae on Grand Lake O’ the Cherokees, OK -- Chapter 13. Characteristics of Extreme Monsoon Floods and Local Land Use in the Lower Mekong Basin, Cambodia -- Chapter 14. The Value of Earth Observations: Methods and Findings on the Value of Landsat  Imagery -- Part IV. Learning Forward: Advancing Climate Change Science Among Diverse Audiences -- Chapter 15. Carbon Offsets in California: Science in the Policy Development Process -- Chapter 16. Fostering Educator Resilience: Engaging the Educational Community to Address the Natural Hazards of Climate Change -- Chapter 17. Communicating Uncertainty: A Challenge for Science Communication -- Chapter 18. Science Diplomacy in the Geosciences -- Chapter 19. Stormy Seas, Rising Risks: Assessing Undisclosed Risk from Sea Level Risk and Storm Surge at Coastal U.S. Oil Refineries..

Note: Contents ISOLA Code for Multiple-Point Source Modeling—Review / Jiří Zahradník and Efthimios Sokos Seismic Moment Tensors in Anisotropic Media: A Review / Václav Vavryčuk The Frequency-Domain Moment-Tensor Inversion: Retrieving the Complete Source Moment-Tensor Spectra and Time Histories / Xiaoning Yang, Brian W. Stump and Mason D. Macphail Berkeley Seismic Moment Tensor Method, Uncertainty Analysis, and Study of Non-double-couple Seismic Events / Douglas S. Dreger Estimating Stability and Resolution of Waveform Inversion Focal Mechanisms / S. Scolaro, C. Totaro, D. Presti, Sebastiano D’Amico, G. Neri and B. Orecchio The Method of Cataclastic Analysis of Discontinuous Displacements / Yu. L. Rebetsky and A. Yu. Polets Challenges in Regional Moment Tensor Resolution and Interpretation / Simone Cesca and Sebastian Heimann The Role of Moment Tensors in the Characterization of Hydraulic Stimulations / Ismael Vera Rodriguez, James Rutledge and Sergey Stanchits Constrained Moment Tensors: Source Models and Case Studies / Jan Šílený Seismic Deformation Derived from Moment Tensor Summation: Application Along the Hellenic Trench / Anastasia Kiratzi, Christoforos Benetatos and Filippos Vallianatos Estimation of Empirical Green’s Tensor Spatial Derivative Elements: A Preliminary Study Using Strong Motion Records in Southern Fukui Prefecture, Japan / Michihiro Ohori Retrieval of the Seismic Moment Tensor from Joint Measurements of Translational and Rotational Ground Motions: Sparse Networks and Single Stations / Stefanie Donner, Heiner Igel, Céline Hadziioannou and the Romy group Overview of Moment Tensor Analysis in New Zealand / John Ristau Applications of Moment Tensor Solutions to the Assessment of Earthquake Hazard in Canada / J. F. Cassidy, H. Kao, John Ristau and A. Bent Intraplate Earthquakes in Europe—Source Parameters from Regional Moment Tensor Analysis / Jochen Braunmiller Source Characteristics of the January 8, 2013 (M W = 5.7) and May 24, 2014 (M W = 6.8) North Aegean Earthquakes Sequence / Doğan Kalafat, Kıvanç Kekovalı and Ali Pınar Investigating the Focal Mechanisms of the August 4th, 2003, Mw 7.6, South Orkney Islands Earthquake and its Aftershocks Sequence / M. P. Plasencia Linares, M. Guidarelli, M. Russi and G. F. Panza Waveform Modelling of 2009 Bhutan Earthquake of Magnitude 6.1 (Mw) Using Local Network Data of North East India / Santanu Baruah and Midusmita Boruah Resolving the Tectonic Stress by the Inversion of Earthquake Focal Mechanisms. Application in the Region of Greece. A Tutorial / Ioannis G. Kassaras and Vasilis Kapetanidis Relative Locations of Clustered Earthquakes in the Sea of Marmara and States of Local Stresses in the East of the Central Marmara Basin / Yasemin Korkusuz Öztürk and Nurcan Meral Özel Focal Mechanisms of Earthquakes and Stress Field of the Earth Crust in Azerbaijan / G. J. Yetirmishli and S. E. Kazimova Seismotectonic Crustal Strains of the Mongol-Baikal Seismic Belt from Seismological Data / Alena Seredkina and Valentina Melnikova The Stress State of Seismic Areas of the Central and East Asia / Yu. L. Rebetsky, A. Yu. Polets, O. A. Kuchay and N. A. Sycheva The Significance of Crustal Velocity Model in Moment Tensor Solutions: A Case Study of Yedisu Earthquakes / Fatih Turhan, Musavver Didem Cambaz and Jiří Zahradník An Overview of the Seismicity and Tectonics of the Black Sea / Doğan Kalafat Coulomb Stress Changes in the Area of December 2013–January 2014 Sannio-Matese Seismic Sequence (Southern Italy) / Santanu Baruah and Sebastiano D’Amico Active Faulting in the Earth’s Crust of the Baikal Rift System Based on the Earthquake Focal Mechanisms / Vladimir A. Sankov and Anna A. Dobrynina Quaternary Stress Field and Faulting in the Western Part of the Catanzaro Trough (Calabria, Southern Italy) / F. Brutto, F. Muto, M. F. Loreto, Sebastiano D’Amico, N. De Paola, V. Tripodi and S. Critelli A Seismogenic Zone Model for Seismic Hazard Studies in Northwestern Africa / J. A. Peláez, J. Henares, M. Hamdache and C. Sanz de Galdeano A Trial Modeling of Perturbed Repeating Earthquakes Combined by Mathematical Statics, Numerical Modeling and Seismological Observations / Keisuke Ariyoshi, Shunichi Nomura, Naoki Uchida and Toshihiro Igarashi Getting Started with GMT: An Introduction for Seismologists / Matthew R. Agius Devices for a Rotational Ground Motion Measurement / Leszek R. Jaroszewicz and Anna Kurzych

Note: Contents Part I Setting the Scene The Anthropocene—What Does It Entail for Science? / Gesche Krause The Role of Knowledge Exchange in Earth System Science—The Earth System Knowledge Platform (ESKP) / Gesche Krause, Ute Münch, Jana Kandarr, Oliver Jorzik and Pia Klinghammer The AWI Approach at the Science-Stakeholder Interface / Gesche Krause, Klaus Grosfeld and Wolfgang Hiller Part II Dialogue Approaches of ESKP Contributions to AWI Knowledge Transfer Regional Awareness on Sea Level Rise Effects—What Do We Know About the South-Eastern North Sea Coast? / Nina Eschweiler, Tobias Dolch and Christian Buschbaum Climate Change and Biodiversity—Implications for the Local Fisheries Sector / Christina Hörterer, Maximilian Schupp, Andreas Benkens and Bela H. Buck Linking Biodiversity Research Communities / Sonja Knapp, Alexandra Kraberg, Stephan Frickenhaus, Stefan Klotz, Oliver Schweiger and Gesche Krause Engaging Forecast Users During the Year of Polar Prediction / Winfried Hoke, Kirstin Werner, Helge Goessling and Thomas Jung Governance of Resources for Arctic Sustainable Policy and Practice (GRASP)—Stakeholder Mapping / Sebastian Knecht, Andreas Herber and Kathrin Stephen Building Bridges at the Arctic Science-Policy Interface / Volker Rachold Part III Data-Products of ESKP Contributions to AWI Knowledge Transfer The Web Portal ‘meereisportal.de’ in Context of ESKP / Klaus Grosfeld, Renate Treffeisen, Jölund Asseng and Georg Heygster Knowledge Transfer by the Global Terrestrial Network for Permafrost (GTN-P) / Boris K. Biskaborn and Hugues Lantuit A Web-Based Information System for Macrobenthic Biodiversity in the German North Sea / Jan M. Holstein Tackling Marine Litter—LITTERBASE / Melanie Bergmann, Mine B. Tekman, Andreas Walter and Lars Gutow Part IV Modelling Approaches of ESKP Contributions to AWI Knowledge Transfer Arctic Sea Ice Change, Large-Scale Atmospheric Circulation Patterns and Extreme Climate and Weather in Europe / Ralf Jaiser and Dörthe Handorf Extending and Visualizing the TsunAWI Simulation Database of the Indonesia Tsunami Early Warning System (InaTEWS) / Antonia Immerz, Sven Harig and Natalja Rakowsky Streamflow Forecasting and Biodiversity / Monica Ionita, Madlene Pfeiffer and Stephan Frickenhaus Part V Pathways to Formalizing Knowledge Transfer Accompanying ESKP Projects—Development of a Process Assessment Strategy Within ESKP@AWI / Gesche Krause and Maximilian Felix Schupp Science and Society—The Time to Interact / Gesche Krause, Klaus Grosfeld and Annette Breckwoldt Erratum to: A Web-Based Information System for Macrobenthic Biodiversity in the German North Sea / Jan M. Holstein

Note: Contents: Introduction ; Natural Disasters in Developing Countries ; Experiencing Natural Disasters: How This Influences Risk Aversion and Trust ; The Demand for Microinsurance Products Against Disaster Risk ; Going Forward: Building Resilience with Microinsurance ; Conclusion

Note: Contents: 1 The ecosystem of Kongsfjorden, Svalbard / Haakon Hop and Christian Wiencke Part I. Atmospheric conditions 2 The atmosphere above Ny-Ålesund : climate and global warming, ozone and surface UV radiation / Marion Maturilli, Inger Hanssen-Bauer, Roland Neuber, Markus Rex, and Kåre Edvardsen Part II. Oceanography, sea ice and underwater light regime 3 The Kongsfjorden Transect : seasonal and inter-annual variability in hydrography / Vigdis Tverberg, Ragnheid Skogseth, Finlo Cottier, Arild Sundfjord, Waldemar Walczowski, Mark E. Inall, Eva Falck, Olga Pavlova, and Frank Nilsen 4 Changes in sea-ice extent and thickness in Kongsfjorden, Svalbard (2003-2016) / Olga Pavlova, Sebastian Gerland, and Haakon Hop 5 The underwater light climate in Kongsfjorden and its ecological implications / Alexey K. Pavlov, Eva Leu, Dieter Hanelt, Inka Bartsch, Ulf Karsten, Stephen R. Hudson, Jean-Charles Gallet, Finlo Cottier, Jonathan H. Cohen, Jørgen Berge, Geir Johnsen, Marion Maturilli, Piotr Kowalczuk, Sławomir Sagan, Justyna Meler, and Mats A. Granskog Part III. Pelagic production, phytoplankton and zooplankton 6 Phytoplankton seasonal dynamics in Kongsfjorden, Svalbard and the adjacent shelf / Else N. Hegseth, Philipp Assmy, Józef M. Wiktor, Józef Wiktor Jr., Svein Kristiansen, Eva Leu, Vigdis Tverberg, Tove M. Gabrielsen, Ragnheid Skogseth, and Finlo Cottier 7 Zooplankton in Kongsfjorden (1996-2016) in relation to climate change / Haakon Hop, Anette Wold, Mikko Vihtakari, Malin Daase, Slawomir Kwasniewski, Marta Gluchowska, Silke Lischka, Friedrich Buchholz and Stig Falk-Petersen Part IV. Benthic microbes, macroalgae and fauna 8 Living on cold substrata : new insights and approaches in the study of microphytobenthos ecophysiology and ecology in Kongsfjorden / Ulf Karsten, Iris Schaub, Jana Woelfel, Duygu S. Sevilgen, Carolin Schlie, Burkhard Becker, Angela Wulff, Martin Graeve, and Heiko Wagner 9 Biodiversity of benthic macro- and microalgae from Svalbard with special focus on Kongsfjorden / Stein Fredriksen, Ulf Karsten, Inka Bartsch, Jana Woelfel, Miriam Koblowsky, Rhena Schumann, Siri Røang Moy, Robert S. Steneck, Józef M. Wiktor, Haakon Hop, and Christian Wiencke 10. Kelps and environmental changes in Kongsfjorden : Stress perception and responses / Kai Bischof, Christian Buschbaum, Stein Frederiksen, Francisco J. L. Gordillo, Sandra Heinrich, Carlos Jiménez, Cornelius Lütz, Markus Molis, Michael Y. Roleda, Max Schwanitz, and Christian Wiencke 11. Ecological drivers of and responses by Arctic benthic communities, with an emphasis on Kongsfjorden, Svalbard / Markus Molis, Frank Beuchel, Jürgen Laudien, Maria Włodarska-Kowalczuk, and Christian Buschbaum Part V. Arctic fjord ecosystem model and autonomous marine observatories. 12. Outline of an Arctic fjord ecosystem model for Kongsfjorden-Krossfjorden, Svalbard / Pedro Duarte, Jan Marcin Weslawski, and Haakon Hop 13. Autonomous marine observatories in Kongsfjorden, Svalbard / Haakon Hop, Finlo Cottier, and Jørgen Berge Part VI. Kongsfjorden as harbinger of the future Arctic 14. Kongsfjorden as harbinger of the future Arctic : knowns, unknowns and research priorities / Kai Bischof, Peter Convey, Pedro Duarte, Jean-Pierre Gattuso, Maria Granberg, Haakon Hop, Clara Hoppe, Carlos Jiménez, Leonid Lisitsyn, Brezo Martinez, Michael Y. Roleda, Peter Thor, Józef M. Wiktor, and Geir Wing Gabrielsen

Note: Contents 1 End Poverty in All Its Forms Everywhere / Joel C. Gill, Sarah Caven, and Ekbal Hussain 2 Zero Hunger / Benson H. Chishala, Rhoda Mofya-Mukuka, Lydia M. Chabala, and Elias Kuntashula 3 Ensure Healthy Lives and Promote Well-Being for All At All Ages / Kim Dowling, Rachael Martin, Singarayer K. Florentine, and Dora C. Pearce 4 Quality Education / Ellen Metzger, David Gosselin, and Cailin Huyck Orr 5 Achieve Gender Equality and Empower All Women and Girls / Ezzoura Errami, Gerel Ochir, and Silvia Peppoloni 6 Clean Water and Sanitation / Kirsty Upton and Alan MacDonald 7 Affordable and Clean Energy / Michael H. Stephenson 8 Decent Work and Economic Growth / Katrien An Heirman, Joel C. Gill, and Sarah Caven 9 Infrastructure, Industry, and Innovation / Joel C. Gill, Ranjan Kumar Dahal, and Martin Smith 10 Reduce Inequality Within and Amongst Countries / Melissa Moreano and Joel C. Gill 11 Sustainable Cities and Communities / Martin Smith and Stephanie Bricker 12 Ensure Sustainable Consumption and Production Patterns / Joseph Mankelow, Martin Nyakinye, and Evi Petavratzi 13 Climate Action / Joy Jacqueline Pereira, T. F. Ng, and Julian Hunt 14 Conserve and Sustainably Use the Oceans, Seas, and Marine Resources / Michael G. Petterson, Hyeon-Ju Kim, and Joel C. Gill 15 Life on Land / Eric O. Odada, Samuel O. Ochola, and Martin Smith 16 Peace, Justice, and Strong Institutions / Joel C. Gill, Amel Barich, Nic Bilham, Sarah Caven, Amy Donovan, Marleen de Ruiter, and Martin Smith 17 Partnerships for the Goals / Susanne Sargeant, Joel C. Gill, Michael Watts, Kirsty Upton, and Richard Ellison 18 Reshaping Geoscience to Help Deliver the Sustainable Development Goals / Joel C. Gill Index

Note: Contents: 1 The ecosystem of Kongsfjorden, Svalbard / Haakon Hop and Christian Wiencke Part I. Atmospheric conditions 2 The atmosphere above Ny-Ålesund : climate and global warming, ozone and surface UV radiation / Marion Maturilli, Inger Hanssen-Bauer, Roland Neuber, Markus Rex, and Kåre Edvardsen Part II. Oceanography, sea ice and underwater light regime 3 The Kongsfjorden Transect : seasonal and inter-annual variability in hydrography / Vigdis Tverberg, Ragnheid Skogseth, Finlo Cottier, Arild Sundfjord, Waldemar Walczowski, Mark E. Inall, Eva Falck, Olga Pavlova, and Frank Nilsen 4 Changes in sea-ice extent and thickness in Kongsfjorden, Svalbard (2003-2016) / Olga Pavlova, Sebastian Gerland, and Haakon Hop 5 The underwater light climate in Kongsfjorden and its ecological implications / Alexey K. Pavlov, Eva Leu, Dieter Hanelt, Inka Bartsch, Ulf Karsten, Stephen R. Hudson, Jean-Charles Gallet, Finlo Cottier, Jonathan H. Cohen, Jørgen Berge, Geir Johnsen, Marion Maturilli, Piotr Kowalczuk, Sławomir Sagan, Justyna Meler, and Mats A. Granskog Part III. Pelagic production, phytoplankton and zooplankton 6 Phytoplankton seasonal dynamics in Kongsfjorden, Svalbard and the adjacent shelf / Else N. Hegseth, Philipp Assmy, Józef M. Wiktor, Józef Wiktor Jr., Svein Kristiansen, Eva Leu, Vigdis Tverberg, Tove M. Gabrielsen, Ragnheid Skogseth, and Finlo Cottier 7 Zooplankton in Kongsfjorden (1996-2016) in relation to climate change / Haakon Hop, Anette Wold, Mikko Vihtakari, Malin Daase, Slawomir Kwasniewski, Marta Gluchowska, Silke Lischka, Friedrich Buchholz and Stig Falk-Petersen Part IV. Benthic microbes, macroalgae and fauna 8 Living on cold substrata : new insights and approaches in the study of microphytobenthos ecophysiology and ecology in Kongsfjorden / Ulf Karsten, Iris Schaub, Jana Woelfel, Duygu S. Sevilgen, Carolin Schlie, Burkhard Becker, Angela Wulff, Martin Graeve, and Heiko Wagner 9 Biodiversity of benthic macro- and microalgae from Svalbard with special focus on Kongsfjorden / Stein Fredriksen, Ulf Karsten, Inka Bartsch, Jana Woelfel, Miriam Koblowsky, Rhena Schumann, Siri Røang Moy, Robert S. Steneck, Józef M. Wiktor, Haakon Hop, and Christian Wiencke 10. Kelps and environmental changes in Kongsfjorden : Stress perception and responses / Kai Bischof, Christian Buschbaum, Stein Frederiksen, Francisco J. L. Gordillo, Sandra Heinrich, Carlos Jiménez, Cornelius Lütz, Markus Molis, Michael Y. Roleda, Max Schwanitz, and Christian Wiencke 11. Ecological drivers of and responses by Arctic benthic communities, with an emphasis on Kongsfjorden, Svalbard / Markus Molis, Frank Beuchel, Jürgen Laudien, Maria Włodarska-Kowalczuk, and Christian Buschbaum Part V. Arctic fjord ecosystem model and autonomous marine observatories. 12. Outline of an Arctic fjord ecosystem model for Kongsfjorden-Krossfjorden, Svalbard / Pedro Duarte, Jan Marcin Weslawski, and Haakon Hop 13. Autonomous marine observatories in Kongsfjorden, Svalbard / Haakon Hop, Finlo Cottier, and Jørgen Berge Part VI. Kongsfjorden as harbinger of the future Arctic 14. Kongsfjorden as harbinger of the future Arctic : knowns, unknowns and research priorities / Kai Bischof, Peter Convey, Pedro Duarte, Jean-Pierre Gattuso, Maria Granberg, Haakon Hop, Clara Hoppe, Carlos Jiménez, Leonid Lisitsyn, Brezo Martinez, Michael Y. Roleda, Peter Thor, Józef M. Wiktor, and Geir Wing Gabrielsen

Note: Contents 1 Introduction 1.1 Leningrad—1982 1.2 ‘Global Warming’ or ‘Global Weirding’ 1.3 My Background 1.4 What Is Science? 1.5 The Observational Sciences 1.6 The Compexity of Nature 1.7 Summary 2 Discovering Climate 2.1 Defining ‘Climate’ 2.2 Numerical Descriptions of Climate 2.3 How Science Works 2.4 Summary 3 The Language of Science 3.1 Numbers and Symbols 3.2 Arithmetic, Algebra, Geometry, and Calculus 3.3 Shapes 3.4 Orders of Magnitude and Exponents 3.5 Logarithms 3.6 Logarithms and Scales with Bases Other Than 10 3.7 Earthquake Scales 3.8 The Beaufort Wind Force Scale 3.9 Extending the Beaufort Scale to Cyclonic Storms 3.10 Calendars and Time 3.11 Summary 4 Applying Mathematics to Problems 4.1 Measures and Weights 4.2 The Nautical Mile 4.3 The Metric System 4.4 Temperature 4.5 Precisely Defining Some Words You Already Know 4.6 Locating Things 4.7 Latitude and Longitude 4.8 Map Projections 4.9 Trigonometry 4.10 Circles, Ellipses, and Angular Velocity 4.11 Centripetal and Centrifugal Forces 4.12 Graphs 4.13 Exponential Growth and Decay 4.14 The Logistic Equation 4.15 Statistics 4.16 Summary 5 Geologic Time 5.1 Age of the Earth—4004 BCE, or Older? 5.2 The Discovery of the Depths of Time—Eternity 5.3 Geologic Time Punctuated by Revolutions 5.4 Catastrophism Replaced by Imperceptibly Slow Gradual Change 5.5 The Development of the Geological Timescale 5.6 The Discovery of the Ice Age 5.7 The Discovery of Past Warm Polar Regions 5.8 Throwing a Monkey Wrench into Explaining Climate Change 5.9 Crustal Mobility’ to the Rescue 5.10 The Return of Catastrophism and the Idea of Rapid Change 5.11 The Nature of the Geologic Record 5.12 The Great Extinctions and Their Causes 5.13 Summary—A History with No Dates 6 Putting Numbers on Geologic Ages 6.1 1788—An Abyss of Time of Unknown Dimensions 6.2 1863—Physics Comes to the Rescue—Earth Is Not More than 100 Million Years Old 6.3 What We Now Know About Heat from Earth’s Interior 6.4 Some Helpful Background in Understanding Nineteenth-Century Chemistry 6.5 Atomic Weight, Atomic Mass, Isotopes, Relative Atomic Mass, Standard Atomic Weight—A Confusing Plethora of Terms 6.6 1895–1913—The Worlds of Physics and Chemistry Turned Upside Down 6.7 Henri Becquerel and the Curies 6.8 Nonconformists and the British Universities Open to All 6.9 The Discovery of Electrons, Alpha-Rays, and Beta-Rays 6.10 The Discovery of Radioactive Decay Series, Exponential Decay Rates, and Secular Equilibrium 6.11 The Mystery of the Decay Series Explained by Isotopes 6.12 The Discovery That Radioactive Decay Series Might Be Used to Determine the Age of Rocks 6.13 The Discovery of Stable Isotopes 6.14 Rethinking the Structure of the Atom 6.15 From Science to Science Fiction 6.16 The Discovery of Protons and Neutrons 6.17 Arthur Holmes and the Age of the Earth 6.18 The Development of a Numerical Geological Timescale 6.19 Summary 7 Documenting Past Climate Change 7.1 What Is ‘Climate’? 7.2 A Brief Overview of Earth’s Climate History 7.3 The Cenozoic Climate ‘Deterioration’ 7.4 From Ages to Process Rates 7.5 Radiometric Age Dating in the Mid-Twentieth Century 7.6 Potassium—Argon Dating 7.7 Reversals of Earth’s Magnetic Field 7.8 Fission Track Dating 7.9 Astronomical Dating 7.10 Tritium, Carbon-14, and Beryllium-10 7.11 The Human Acceleration of Natural Process Rates 7.12 The Present Climate in Its Geologic Context 7.13 Steady State Versus Non-steady State 7.14 Feedbacks 7.15 Summary 8 The Nature of Energy Received from the Sun—The Analogies with Water Waves and Sound 8.1 Water Waves 8.2 Special Water Waves—Tides and Tsunamis 8.3 Wave Energy, Refraction, and Reflection 8.4 Sound Waves 8.5 Sound Waves and Music 8.6 Measuring the Speed of Sound in Air 8.7 Measuring the Speed of Sound in Water 8.8 The Practical Use of Sound in Water 8.9 Summary 9 The Nature of Energy Received from the Sun—Figuring Out What Light Really Is 9.1 Early Ideas About Light 9.2 Refraction of Light 9.3 Measuring the Speed of Light 9.4 The Discovery of Double Refraction or ‘Birefringence’ 9.5 Investigating the Dispersion of Light 9.6 Figuring Out the Wavelengths of Different Colors of Light 9.7 Diffraction 9.8 Polarization of Light 9.9 Eureka!—Light Is Electromagnetic Waves 9.10 A Review of the Discovery of the Invisible Parts of the Electromagnetic Spectrum 9.11 The Demise of the ‘Luminiferous Æther’ 9.12 Summary 10 Exploring the Electromagnetic Spectrum 10.1 Spectra and Spectral Lines 10.2 The Discovery of Helium—First in the Sun, Then on Earth 10.3 The Discovery That Spectral Lines Are Mathematically Related 10.4 Heinrich Hertz’s Confirmation of Maxwell’s Ideas 10.5 Marconi Makes the Electromagnetic Spectrum a Tool for Civilization 10.6 Human Use of the Electromagnetic Spectrum for Communication, Locating Objects, and Cooking 10.7 Summary 11 The Origins of Climate Science—The Idea of Energy Balance 11.1 What Is Heat? 11.2 Thermodynamics 11.3 The Laws of Thermodynamics 11.4 The Discovery of Greenhouse Gases 11.5 Kirchhoff’s ‘Black Body’ 11.6 Stefan’s Fourth Power Law 11.7 Black Body Radiation 11.8 Summary 12 The Climate System 12.1 Insolation—The Incoming Energy from the Sun 12.2 Albedo—The Reflection of Incoming Energy Back into Space 12.3 Reradiation—How the Earth Radiates Energy Back into Space 12.4 The Chaotic Nature of the Weather 12.5 The Earthly Components of the Climate System: Air, Earth, Ice, and Water 12.6 The Atmosphere 12.7 The Hydrosphere 12.8 The Cryosphere 12.9 The Land 12.10 Classifying Climatic Regions 12.11 Uncertainties in the Climate Scheme 12.12 Summary 13 What Is at the Bottom of Alice’s Rabbit Hole? 13.1 Max Planck and the Solution to the Black Body Problem 13.2 The Photoelectric Effect 13.3 The Bohr Atom 13.4 Implications of the Bohr Model for the Periodic Table of the Elements 13.5 The Zeeman Effect 13.6 Trying to Make Sense of the Periodic Table 13.7 The Second Quantum Revolution 13.8 The Discovery of Nuclear Fission 13.9 Molecular Motions 13.10 Summary 14 Energy from the Sun—Long-Term Variations 14.1 The Faint Young Sun Paradox 14.2 The Energy Flux from the Sun 14.3 The Orbital Cycles 14.4 The Rise and Fall of the Orbital Theory of Climate Change 14.5 The Resurrection of the Orbital Theory 14.6 Correcting the Age Scale: Filling in the Details to Prove the Theory1 14.7 The Discovery that Milankovitch Orbital Cycles Have Affected Much of Earth History 14.8 Summary 15 Solar Variability and Cosmic Rays 15.1 Solar Variability 15.2 The Solar Wind 15.3 Solar Storms and Space Weather 15.4 The Solar Neutrino Problem 15.5 The Ultraviolet Radiation 15.6 Cosmic Rays 15.7 A Digression into the World of Particle Physics 15.8 How Cosmic Rays Interact with Earth’s Atmosphere 15.9 Carbon-14 15.10 Beryllium-10 15.11 Cosmic Rays and Climate 15.12 Summary 16 Albedo 16.1 Albedo of Planet Earth 16.2 Clouds 16.3 Could Cloudiness Be a Global Thermostat? 16.4 Volcanic Ash and Climate Change 16.5 Aerosols 16.6 Albedo During the Last Glacial Maximum 16.7 Changing the Planetary Albedo to Counteract Greenhouse Warming 16.8 Summary 17 Air 17.1 The Nature of Air 17.2 The Velocity of Air Molecules 17.3 Other Molecular Motions 17.4 The Other Major Component of Air—Photons 17.5 Ionization 17.6 The Scattering of Light 17.7 Absorption of the Infrared Wavelengths 17.8 Other Components of Air: Subatomic Particles 17.9 Summary 18 HoH—The Keystone of Earth’s Climate 18.1 Some History 18.2 Why Is HOH So Strange? 18.3 The Hydrologic Cycle 18.4 Vapor 18.4.1 Pure Water 18.5 Natural Water 18.6 Water—Density and Specific Volume 18.7 Water—Surface Tension 18.8 Ice 18.9 Earth’s Ice 18.10 How Ice Forms from Freshwater and from Seawater 18.11 Snow and ICE on Land 18.12 Ice Cores 18.13 Ice as Earth’s Climate Stabilizer 19 The Atmosphere 19.1 Atmospheric Pressure 19.2 The Structure of the Atmosphere 19.3 The Troposphere 19.4 The Stratosphere 19.5 The Mesosphere 19.6 The Thermosphere 19.7 The Exosphere 19.8 The Magnetosphere 19.9 The Ionosphere 19.10 The Atmospheric Greenhouse Effect 19.11 Th

Note: Contents Part I Paleomagnetism 1 Results of Paleomagnetic and Geochronological Studies of Sedimentary Rocks from Kema and Silasa Formations of the Sikhote-Alin Orogen / M. V. Arkhipov, A. Yu. Peskov, A. N. Didenko, S. Otoh, A. V. Kudymov, M. Nagata, Y. Kouchi and K. Yamamoto 2 Late Paleozoic Remagnetization: Evaluation of the Sequence of Folding in the South Urals / Inessa Golovanova, Konstantin Danukalov and Raushaniya Sal’manova 3 Paleomagnetic Directions Distortion Caused by Viscous-Plastic Deformations Estimated from Anisotropy of Magnetic Susceptibility (Case Study of Berriasian Clays from East Crimea) / V. A. Grishchenko and A. Yu. Guzhikov 4 Carboniferous of the Russian Platform: Paleomagnetic Data / A. G. Iosifidi, V. A. Mikhailova, V. V. Popov, E. S. Sergienko, A. V. Danilova, N. M. Otmas and A. V. Zhuravlev 5 Evidence for the Existence of the Gothenburg and Mono Lake Excursions Based on Paleomagnetic Data from Baunt Lake Sediments (Northern Transbaikalia) / M. A. Krainov, E. V. Bezrukova, A. A. Shchetnikov and A. Yu. Peskov 6 Intrusions of the Kulumbe River Valley, NW Siberian Traps Province: Paleomagnetism, Magnetic Fabric and Geochemistry / A. V. Latyshev, N. A. Krivolutskaya, P. S. Ulyahina, Ya. V. Bychkova and B. I. Gongalsky 7 Paleomagnetism of Basalts from the Mid-Atlantic Ridge and the Bouvet Triple Junction / V. I. Maksimochkin and A. N. Tselebrovskiy 8 Archaeomagnetic Studies of the Material of the Archaeological Monument Dmitrievskaya Sloboda II of the Second Millennium B.C / O. V. Pilipenko, I. E. Nachasova, S. K. Gribov and O. V. Zelentsova Part II Rock and Environmental Magnetism 9 Influence of Magnetostatic Interaction on Magnetic Characteristics of Decay Products of Nanodisperse Titanomagnetites / S. V. Anisimov, L. L. Afremov and I. G. Iliushin 10 An Estimate of the Remanent Magnetization in the Case of a Ferromagnet Transformation Accompanied by a Change in the Curie Temperature / V. I. Belokon, E. V. Chibiriak and O. I. Dyachenko 11 A 13,000-Yr Record of Environmental Change from Tschuchye Lake in Northeast Yakutia / S. S. Burnatny, A. N. Naumov and Yu. A. Korzun 12 Comparison of the Porosity Determination on the Whole Core and Petrophysical Samples / A. V. Fattakhov, V. E. Kosarev, D. L. Melnikova, V. D. Skirda and A. V. Starovoytov 13 Magnetic Properties of Soils from the Volga-Kama Forest-Steppe / L. A. Fattakhova, L. R. Kosareva and A. A. Shinkarev 14 Magnetic Properties of Artificial CRM Created on Titanomagnetite-Bearing Oceanic Basalts / S. K. Gribov, V. P. Shcherbakov and N. A. Aphinogenova 15 Blocking Temperature and Hysteresis Characteristics of Nanoparticles of Oxidated Magnetite / Ilia Iliushin and Leonid Afremov 16 Low-Temperature Magnetic Properties and Magnetic Mineralogy of the Ropruchey Sill (Russian Karelia) / Andrei Kosterov, Elena S. Sergienko, Petr V. Kharitonskii, Svetlana Yu. Yanson and Irina A. Vasilieva 17 Preliminary Magnetic Investigation of Samples from Reference Permian-Triassic Sequence, Kemerovo Region, Russia / Dilyara Kuzina, Lina Kosareva, Ilmir Gilmetdinov, Radmir Aupov, Vladimir Silantiev, Vladimir Davydov, Irina Dogadina and Natalia Kuzmina 18 Magnetic Properties and Concentration of Heavy Metals in Soils of the Krasnyi Kut Town (Saratov, Russia) / M. V. Reshetnikov, A. S. Sheshnev, E. S. Sokolov and S. D. Shkodin 19 Rock-Magnetism and Granulometry of Late Palaeolithic Sites in the Tunka Rift Valley (Pribaikalie) as a Tool for Reconstruction of Sedimentary Environment / G. G. Matasova, A. A. Shchetnikov, I. A. Filinov, A. Yu. Kazansky, G. A. Vorobyeva, N. E. Berdnikova, E. O. Rogovskoy, E. A. Lipnina, I. M. Berdnikov and L. V. Lbova 20 Application of Methods of Rocks Magnetism for Determination of Criteria of Perspectiveness of Ore-Formation / J. H. Minasyan 21 Rock Magnetic Properties of Pleistocene Tephras from the Polovinka Section of the Central Kamchatka Depression / A. N. Naumov, S. S. Burnatny, P. S. Minyuk and A. G. Zubov 22 Basalts of the Zhom-Bolok Lava River as a Possible Sources of Metallic Iron in Sediments of Local Lakes: Thermomagnetic and Microprobe Justification / D. M. Pechersky, A. Yu. Kazansky, A. Kozlovsky, G. P. Markov, A. A. Shchetnikov and V. A. Tselmovich Part III Magnetostratigraphy 23 Magnetostratigraphy of the Reference Sections of the Cisuralian Series (Permian System) / Yu. P. Balabanov, R. Kh. Sungatullin, G. M. Sungatullina, L. R. Kosareva, M. S. Glukhov, P. G. Yakunina, A. O. Zhernenkov, V. V. Antonenko and A. A. Сhurbanov 24 General Magnetostratigraphic Scale: Present Status and Outlook of Development / A. Yu. Guzhikov 25 Existence of the Reversal Polarity Zones in Turonian-Coniacian from the Lower Volga (Russia): New Data / A. A. Guzhikova, A. Yu. Guzhikov, E. M. Pervushov, I. P. Ryabov and A. M. Surinskiy 26 Magnetostratigraphy of the Key Loess-Palaesol Sequence at Roxolany (Western Black Sea Region) / D. V. Hlavatskyi and V. G. Bakhmutov 27 Magnetic Polarity Stratigraphy of the Upper Cenozoic Deposits of Near-Sea Dagestan (Russia) and the Age of the Early Paleolithic Site Rubas-1 / A. Yu. Kazansky, A. A. Anoikin, A. P. Derevianko, G. G. Matasova and V. Yu. Bragin 28 Magnetic Stratigraphy of the Bazhenov Suite of Western Siberia and the Surrounding Deposits / A. G. Manikin, V. A. Grishchenko, A. Yu. Guzhikov and V. V. Kolpakov Part IV Extraterrestrial Magnetism 29 Metallic Iron in the Planets Interior: Generalization of Thermomagnetic and Microprobe Results / D. M. Kuzina and D. M. Pechersky 30 Magnetic Properties of Tektite-like Impact Glasses from Zhamanshin Astrobleme, Kazakhstan / Vyacheslav A. Starunov, Andrei Kosterov, Elena S. Sergienko, Svetlana Yu. Yanson, Gennady P. Markov, Petr V. Kharitonskii, Aleksandr S. Sakhatskii, Irina E. Lezova and Evgenii V. Shevchenko 31 Background Magnetic Component of Holocene Cosmic Dust Allocated from Peat / V. A. Tselmovich and A. Yu. Kurazhkovskii Part V Geomagnetic Field and Magnetic Surveys 32 Preliminary Results of the Geohistorical and Paleomagnetic Analysis of Marine Magnetic Anomalies in the Northwestern Indian Ocean / S. A. Ivanov and S. A. Merkuriev 33 Geomagnetic Variations for Axial Dipole Hypothesis and Dynamo Parameters / S. V. Starchenko 34 Simple Estimations for Planetary Convection Turbulence and Dynamo Magnetism from Optimized Scaling and Observations / S. V. Starchenko 35 MHD Sources, 1600-2005 Evolution and 1900-2005 Probabilistic Time Analysis for Logarithmic Time-Derivatives of Geomagnetic Spherical Harmonics / S. V. Starchenko and S. V. Yakovleva 36 Unmanned Airborne Magnetic Survey Technologies: Present and Future / Tsirel Vadim, Parshin Alexander, Ancev Vasily and Kapshtan Dmitry

Note: Contents Volume 1 1 The Climate System: Its Functioning and History / Sylvie Joussaume and Jean-Claude Duplessy 2 The Changing Face of the Earth Throughout the Ages / Frédéric Fluteau and Pierre Sepulchre 3 Introduction to Geochronology / Hervé Guillou 4 Carbon-14 / Martine Paterne, Élisabeth Michel, and Christine Hatté et Jean-Claude Dutay 5 The 40 K/ 40 Ar and 40 Ar/ 39 Ar Methods / Hervé Guillou, Sébastien Nomade, and Vincent Scao 6 Dating of Corals and Other Geological Samples via the Radioactive Disequilibrium of Uranium and Thorium Isotopes / Norbert Frank and Freya Hemsing 7 Magnetostratigraphy: From a Million to a Thousand Years / Carlo Laj, James E. T. Channell, and Catherine Kissel 8 Dendrochronology / Frédéric Guibal and Joël Guiot 9 The Dating of Ice-Core Archives / Frédéric Parrenin 10 Reconstructing the Physics and Circulation of the Atmosphere / Valérie Masson-Delmotte and Joël Guiot 11 Air-Ice Interface: Polar Ice / Valérie Masson-Delmotte and Jean Jouzel 12 Air-Vegetation Interface: Pollen / Joël Guiot 13 Ground-Air Interface: The Loess Sequences, Markers of Atmospheric Circulation / Denis-Didier Rousseau and Christine Hatté 14 Air-Ground Interface: Reconstruction of Paleoclimates Using Speleothems / Dominique Genty and Ana Moreno 15 Air-Interface: d18O Records of Past Meteoric Water Using Benthic Ostracods from Deep Lakes / Ulrich von Grafenstein and Inga Labuhn 16 Vegetation-Atmosphere Interface: Tree Rings / Joël Guiot and Valérie Daux 17 Air-Vegetation Interface: An Example of the Use of Historical Data on Grape Harvests / Valérie Daux 18 Air-Ground Interface: Sediment Tracers in Tropical Lakes / David Williamson 19 Air-water Interface: Tropical Lake Diatoms and Isotope Hydrology Modeling / Florence Sylvestre, Françoise Gasse, Françoise Vimeux, and Benjamin Quesada 20 Air-Ice Interface: Tropical Glaciers / Françoise Vimeux 21 Climate and the Evolution of the Ocean: The Paleoceanographic Data / Thibaut Caley, Natalia Vázquez Riveiros, Laurent Labeyrie, Elsa Cortijo, and Jean-Claude Duplessy Volume 2 22 Climate Evolution on the Geological Timescale and the Role of Paleogeographic Changes / Frédéric Fluteau and Pierre Sepulchre 23 Biogeochemical Cycles and Aerosols Over the Last Million Years / Nathaelle Bouttes, Laurent Bopp, Samuel Albani, Gilles Ramstein, Tristan Vadsaria, and Emilie Capron 24 The Cryosphere and Sea Level / Catherine Ritz, Vincent Peyaud, Claire Waelbroeck, and Florence Colleoni 25 Modeling and Paleoclimatology / Masa Kageyama and Didier Paillard 26 The Precambrian Climate / Yves Goddéris, Gilles Ramstein, and Guillaume Le Hir 27 The Phanerozoic Climate / Yves Goddéris, Yannick Donnadieu, and Alexandre Pohl 28 Climate and Astronomical Cycles / Didier Paillard 29 Rapid Climate Variability: Description and Mechanisms / Masa Kageyama, Didier M. Roche, Nathalie Combourieu Nebout, and Jorge Alvarez-Solas 30 An Introduction to the Holocene and Anthropic Disturbance / Pascale Braconnot and Pascal Yiou 31 From the Climates of the Past to the Climates of the Future / Sylvie Charbit, Nathaelle Bouttes, Aurélien Quiquet, Laurent Bopp, Gilles Ramstein, Jean-Louis Dufresne, and Julien Cattiaux

Note: Contents 1 Introduction 1.1 What Is Permafrost and Where Does it Occur? 1.2 Research on Permafrost: A Shifting Focus from Ice to Carbon 1.3 The Permafrost Carbon Feedback 1.4 Setting the Stage 1.4.1 Climate in Permafrost Areas 1.4.2 Vegetation in Permafrost Areas 1.4.3 Peatlands and Wetlands 1.4.4 Soils 1.4.5 Ice Age Permafrost 1.4.6 Geomorphology 1.5 Recent and Future Climate Change 1.6 The Uncertain Future of Permafrost References 2 The Energy Balance of Permafrost Soils and Ecosystems 2.1 The Radiation Balance 2.2 Latent, Sensible and Conductive Heat Fluxes 2.2.1 Partitioning of the Radiative Flux into Turbulent and Conductive Fluxes 2.2.2 Measurement Uncertainty 2.3 Heat Balance of Vegetation Cover 2.4 Seasonality of the Surface Heat Balance Illustrated by Data 2.4.1 Summer 2.4.2 Winter Cooling 2.4.3 Changes in the Heat Balance and Climate Change 2.5 Ground Heat Flux 2.5.1 Soil Profile Scale 2.5.2 The Effect of Ground Surface Conditions on Soil Temperature and Heat Flux 2.5.3 Large Scale Approaches 2.6 Deeper Permafrost Temperature Profile and Lateral Heat Fluxes 2.7 Lakes and Other Water Bodies References 3 The Role of Ground Ice 3.1 Basic Soil Ice Characteristics 3.2 Ice Segregation and Frost Heave 3.2.1 Ice Segregation Process 3.2.2 Environmental Conditions for Ice Segregation 3.3 Cracking and Wedging 3.3.1 Processes of Ice Wedge Formation 3.3.2 Ice Wedges in the Landscape 3.4 Frost Mounds 3.4.1 Palsas and Similar Features 3.4.2 Pingos 3.5 Cryoturbation and Patterned Ground 3.6 Slope Process: Solifluction and Cryogenic Landslides 3.7 Contribution of Ice to Rock Weathering 3.8 Ice and Hydrology 3.8.1 Active Layer Hydrological Processes 3.8.2 Runoff and River Discharge 3.9 Thaw Lakes 3.9.1 Thaw Lake Formation and Geomorphology 3.9.2 Thaw Lake Disappearance 3.10 Mapping Ice Content References 4 Permafrost Carbon Quantities and Fluxes 4.1 The Ecosystem Carbon Balance 4.1.1 Terrestrial Environments 4.1.2 Lakes 4.1.3 The Greenhouse Gas Balance 4.2 Vegetation Primary Production 4.2.1 Photosynthesis and Carbon Allocation 4.2.2 Primary Production in a Cold Climate 4.3 Vegetation Composition: Effects on the Carbon Cycle 4.4 Carbon Quantity in Permafrost Soils and Frozen Deposits 4.4.1 Yedoma Deposits 4.4.2 Peat 4.4.3 Alluvial and Lake Sediments 4.4.4 Landscape-Scale Variation of the Soil Organic Carbon Stock 4.5 Soil Organic Matter Quality and Decomposition 4.5.1 Organic Matter Quality in Permafrost 4.5.2 Carbon Conservation in Permafrost 4.5.3 Decomposer Communities in Cold and Waterlogged Soils 4.5.4 Organic Matter Decomposition Reaction Rates and Their Dependence on Temperature 4.5.5 Nutrient Cycles and Nitrous Oxide 4.5.6 Ecosystem Methane Emission 4.6 Ecosystem Carbon Flux Data 4.6.1 Quantifying Ecosystem Carbon Fluxes of Permafrost Ecosystems by Surface Measurements 4.6.2 Temporal and Spatial Variability of Permafrost Ecosystem Carbon Fluxes References 5 Permafrost in Transition 5.1 Which Changes? 5.2 Diffuse Permafrost Thaw 5.2.1 Observations of Active Layer Thickness and Surface Subsidence 5.2.2 Relation of Active Layer Thickness with Climate Change 5.2.3 Carbon Cycle Effects of Active Layer and Soil Temperature Change 5.2.4 Self-Heating Effect 5.3 Permafrost Thaw and Geomorphological Change 5.3.1 Thaw Pond and Fen Development 5.3.2 Thaw Lake Expansion 5.3.3 Thaw Lake Carbon Cycle Change 5.3.4 Erosion 5.4 Hydrological Changes 5.4.1 Water Balance: Groundwater Hydrology and Permafrost Thaw 5.4.2 Water Balance: Precipitation and Evapotranspiration 5.4.3 River Discharge Changes and Flooding 5.4.4 Water Transport of Carbon and Nutrients 5.4.5 Soil Hydrology Changes – Wetting or Drying? 5.4.6 Soil Hydrology Changes – Carbon Cycle Effects References 6 Vegetation Change 6.1 Zonal Vegetation Shifts 6.1.1 Present Climate-Related Vegetation Change 6.1.2 Arctic Greening and Browning 6.1.3 Feedbacks on Climate and Soil Temperature 6.1.4 Carbon Balance Effects of Vegetation Change 6.1.5 Fire 6.2 Thawing Permafrost and Vegetation 6.2.1 Effects of Permafrost Thaw on Vegetation: Nutrient Release 6.2.2 Below-Ground Interaction of Root Systems with Nutrients and Soil Carbon 6.2.3 Abrupt Thaw and Vegetation 6.2.4 Resilience 6.3 Human Vegetation Disturbance: Industrialisation and Agriculture References 7 Methane 7.1 Deep CH4 Sources 7.2 Climate Change Related Release of Deep Permafrost CH4 7.3 Cryovolcanism: Gas Emission Craters 7.4 CH4 Emissions in Perspective: Ecosystem Emissons, CO2 and N2O References 8 Models: Forecasting the Present and Future of Permafrost 8.1 Land Surface Models 8.2 Permafrost Models 8.3 The Carbon Cycle in Models 8.4 Geomorphology: Lake Formation and Erosion in Models 8.5 Outlook References Glossary Index

Note: Contents Part I Natural Mangrove Systems 1 Australian Mangroves: Their Distribution and Protection / I. D. Cresswell and V. Semeniuk 2 The Dynamics of Expanding Mangroves in New Zealand / Erik M. Horstman, Carolyn J. Lundquist, Karin R. Bryan, Richard H. Bulmer, Julia C. Mullarney, and Debra J. Stokes 3 Mangrove Forests of the Persian Gulf and the Gulf of Oman / Alireza Salehipour Milani 4 Current Status of Mangrove Wetlands in Sinaloa: A Biological Corridor Along the Eastern Margin of the Gulf of California, México / Marlenne Manzano-Sarabia, Olivia Millán-Aguilar, Francisco Flores-Cárdenas, Lidia Rodríguez-Arredondo, Mayra I. Grano-Maldonado, and Mario Nieves-Soto 5 Geospatial Assessment of Spatio-Temporal Changes in Mangrove Vegetation of Pichavaram Region, Tamil Nadu, India / M. Vani and P. Rama Chandra Prasad Part II Threats, Vulnerability, and Impacts 6 Natural Threats and Impacts to Mangroves Within the Coastal Fringing Forests of India / Ashis Kr. Paul, Amrit Kamila, and Ratnadip Ray 7 An Assessment of Vulnerability and Adaptation of Coastal Mangroves of West Africa in the Face of Climate Change / Isaac Boateng 8 Historical Losses of Mangrove Systems in South America from Human-Induced and Natural Impacts / Daniel Gorman 9 Australian Mangroves: Anthropogenic Impacts by Industry, Agriculture, Ports, and Urbanisation / V. Semeniuk and I. D. Cresswell 10 Determining the Influence of Urbanization on Mangrove Zones of Northeastern Brazil: Characterization of Ceará State Coastal Zone Organic Matter Inputs / Stéphane Jean Louis Mounier, Rozane Valente Marins, and Luiz Drude de Lacerda 11 Vulnerability of Mangrove Forests and Wetland Ecosystems in the Sundarbans Natural World Heritage Site (Bangladesh) / Shafi Noor Islam, Sandra Reinstädtler, and Albrecht Gnauck Part III Pollution and Contamination by Hydrocarbons and Heavy Metals 12 The Impact of Oil and Gas Exploration: Invasive Nypa Palm Species and Urbanization on Mangroves in the Niger River Delta, Nigeria / Aroloye O. Numbere 13 Oil-Related Mangrove Loss East of Bonny River, Nigeria / Erich R. Gundlach 14 Sediment Hydrocarbons in Former Mangrove Areas, Southern Ogoniland, Eastern Niger Delta, Nigeria / David I. Little, Kay Holtzmann, Erich R. Gundlach, and Yakov Galperin 15 Heavy Metal Distribution and Accumulation from Natural and Anthropogenic Sources in Tropical Mangroves of India and Bangladesh / Prabhat Ranjan, Karuna Rao, Alok Kumar, and A. L. Ramanathan Part IV Assessment Techniques, Ecosystem Design, and Management Strategies 16 Ecosystem Design: When Mangrove Ecology Meets Human Needs / Martin Zimmer 17 Towards Sustainability and Protection of Threatened Coastal Ecosystems: Management Strategies for a Rare Stone Mangrove in Gorda Beach, Armação dos Búzios, Brazil / Marcelo Obraczka, Kátia Leite Mansur, and Gerson Cardoso da Silva, Jr. 18 Assessment and Management Strategies of Mangrove Forests Alongside the Mangsalut River Basin (Brunei Darussalam, on the Island of Borneo) / Shafi Noor Islam, Nurin Hidayati Hj Abd Rahman, Sandra Reinstädtler, and Mohd Nur Azri Bin Aladin 19 Mangrove Establishment in an Artificially Constructed Estuarine Channel, Sungei Api-Api, Singapore / Suzanna Ramos and Patrick A. Hesp 20 Interaction of Mangroves, Coastal Hydrodynamics, and Morphodynamics Along the Coastal Fringes of the Guianas / Erik A. Toorman, Edward Anthony, Pieter G. E. F. Augustinus, Antoine Gardel, Nicolas Gratiot, Oudho Homenauth, Nicolas Huybrechts, Jaak Monbaliu, Kene Moseley, and Sieuwnath Naipal 21 The Beneficial Effects of Mangrove Forest to Sea Defence Structures / Henk Jan Verhagen 22 Remote Sensing of Mangrove Forests: Current Techniques and Existing Databases / Stuart E. Hamilton, Gustavo A. Castellanos-Galindo, Marco Millones-Mayer, and Mara Chen 23 Urban Mangrove Biology and Ecology: Emergent Patterns and Management Implications / Benjamin Branoff 24 High-Throughput Techniques As Support for Knowledge-Based Spatial Conservation Prioritization in Mangrove Ecosystems / Véronique Helfer and Martin Zimmer Part V Conservation, Rehabilitation, and Governance 25 Mangrove Concessions: An Innovative Strategy for Community Mangrove Conservation in Ecuador / Fausto Vinicio López Rodríguez 26 Conserving Mangroves for Their Blue Carbon: Insights and Prospects for Community-Based Mangrove Management in Southeast Asia / Dixon T. Gevaña, Leni D. Camacho, and Juan M. Pulhin 27 Mangrove Habitats in São Tomé and Príncipe (Gulf of Guinea, Africa): Conservation and Management Status / R. Haroun, A. Herrero Barrencua, and A. D. Abreu 28 The Success of Hydrological Rehabilitation in Mangrove Wetlands Using Box Culverts Across Coastal Roads in Northern Yucatán (SE, México) / Claudia Teutli-Hernández and Jorge A. Herrera-Silveira 29 Mangroves on the Brazilian Amazon Coast: Uses and Rehabilitation / Marcus E. B. Fernandes, Francisco Pereira Oliveira, and Indira A. L. Eyzaguirre 30 Mangrove Restoration and Mitigation After Oil Spills and Development Projects in East Africa and the Middle East / David I. Little 31 Environmental Governance As a Framework for Mangrove Sustainability on the Brazilian Amazon Coast / Indira A. L. Eyzaguirre and Marcus E. B. Fernandes Erratum Index

Note: Contents 1 Introduction 1.1 Complexity of the Climate System 1.2 Data Exploration, Data Mining and Feature Extraction 1.3 Major Concern in Climate Data Analysis 1.3.1 Characteristics of High-Dimensional Space Geometry 1.3.2 Curse of Dimensionality and Empty Space Phenomena 1.3.3 Dimension Reduction and Latent Variable Models 1.3.4 Some Problems and Remedies in Dimension Reduction 1.4 Examples of the Most Familiar Techniques 2 General Setting and Basic Terminology 2.1 Introduction 2.2 Simple Visualisation Techniques 2.3 Data Processing and Smoothing 2.3.1 Preliminary Checking 2.3.2 Smoothing 2.3.3 Simple Descriptive Statistics 2.4 Data Set-Up 2.5 Basic Notation/Terminology 2.5.1 Centring 2.5.2 Covariance Matrix 2.5.3 Scaling 2.5.4 Sphering 2.5.5 Singular Value Decomposition 2.6 Stationary Time Series, Filtering and Spectra 2.6.1 Univariate Case 2.6.2 Multivariate Case 3 Empirical Orthogonal Functions 3.1 Introduction 3.2 Eigenvalue Problems in Meteorology: Historical Perspective 3.2.1 The Quest for Climate Patterns: Teleconnections 3.2.2 Eigenvalue Problems in Meteorology 3.3 Computing Principal Components 3.3.1 Basis of Principal Component Analysis 3.3.2 Karhunen–Loéve Expansion 3.3.3 Derivation of PCs/EOFs 3.3.4 Computing EOFs and PCs 3.4 Sampling, Properties and Interpretation of EOFs 3.4.1 Sampling Variability and Uncertainty 3.4.2 Independent and Effective Sample Sizes 3.4.3 Dimension Reduction 3.4.4 Properties and Interpretation 3.5 Covariance Versus Correlation 3.6 Scaling Problems in EOFs 3.7 EOFs for Multivariate Normal Data 3.8 Other Procedures for Obtaining EOFs 3.9 Other Related Methods 3.9.1 Teleconnectivity 3.9.2 Regression Matrix 3.9.3 Empirical Orthogonal Teleconnection 3.9.4 Climate Network-Based Methods 4 Rotated and Simplified EOFs 4.1 Introduction 4.2 Rotation of EOFs 4.2.1 Background on Rotation 4.2.2 Derivation of REOFs 4.2.3 Computing REOFs 4.3 Simplified EOFs: SCoTLASS 4.3.1 Background 4.3.2 LASSO-Based Simplified EOFs 4.3.3 Computing the Simplified EOFs 5 Complex/Hilbert EOFs 5.1 Background 5.2 Conventional Complex EOFs 5.2.1 Pairs of Scalar Fields 5.2.2 Single Field 5.3 Frequency Domain EOFs 5.3.1 Background 5.3.2 Derivation of FDEOFs 5.4 Complex Hilbert EOFs 5.4.1 Hilbert Transform: Continuous Signals 5.4.2 Hilbert Transform: Discrete Signals 5.4.3 Application to Time Series 5.4.4 Complex Hilbert EOFs 5.5 Rotation of HEOFs 6 Principal Oscillation Patterns and Their Extension 6.1 Introduction 6.2 POP Derivation and Estimation 6.2.1 Spatial Patterns 6.2.2 Time Coefficients 6.2.3 Example 6.3 Relation to Continuous POPs 6.3.1 Basic Relationships 6.3.2 Finite Time POPs 6.4 Cyclo-Stationary POPs 6.5 Other Extensions/Interpretations of POPs 6.5.1 POPs and Normal Modes 6.5.2 Complex POPs 6.5.3 Hilbert Oscillation Patterns 6.5.4 Dynamic Mode Decomposition 6.6 High-Order POPs 6.7 Principal Interaction Patterns 7 Extended EOFs and SSA 7.1 Introduction 7.2 Dynamical Reconstruction and SSA 7.2.1 Background 7.2.2 Dynamical Reconstruction and SSA 7.3 Examples 7.3.1 White Noise 7.3.2 Red Noise 7.4 SSA and Periodic Signals 7.5 Extended EOFs or Multivariate SSA 7.5.1 Background 7.5.2 Definition and Computation of EEOFs 7.5.3 Data Filtering and Oscillation Reconstruction 7.6 Potential Interpretation Pitfalls 7.7 Alternatives to SSA and EEOFs 7.7.1 Recurrence Networks 7.7.2 Data-Adaptive Harmonic Decomposition 8 Persistent, Predictive and Interpolated Patterns 8.1 Introduction 8.2 Background on Persistence and Prediction of Stationary Time Series 8.2.1 Decorrelation Time 8.2.2 The Prediction Problem and Kolmogorov Formula 8.3 Optimal Persistence and Average Predictability 8.3.1 Derivation of Optimally Persistent Patterns 8.3.2 Estimation from Finite Samples 8.3.3 Average Predictability Patterns 8.4 Predictive Patterns 8.4.1 Introduction 8.4.2 Optimally Predictable Patterns 8.4.3 Computational Aspects 8.5 Optimally Interpolated Patterns 8.5.1 Background 8.5.2 Interpolation and Pattern Derivation 8.5.3 Numerical Aspects 8.5.4 Application 8.6 Forecastable Component Analysis 9 Principal Coordinates or Multidimensional Scaling 9.1 Introduction 9.2 Dissimilarity Measures 9.3 Metric Multidimensional Scaling 9.3.1 The Problem of Classical Scaling 9.3.2 Principal Coordinate Analysis 9.3.3 Case of Non-Euclidean Dissimilarity Matrix 9.4 Non-metric Scaling 9.5 Further Extensions 9.5.1 Replicated and Weighted MDS 9.5.2 Nonlinear Structure 9.5.3 Application to the Asian Monsoon 9.5.4 Scaling and the Matrix Nearness Problem 10 Factor Analysis 10.1 Introduction 10.2 The Factor Model 10.2.1 Background 10.2.2 Model Definition and Terminology 10.2.3 Model Identification 10.2.4 Non-unicity of Loadings 10.3 Parameter Estimation 10.3.1 Maximum Likelihood Estimates 10.3.2 Expectation Maximisation Algorithm 10.4 Factor Rotation 10.4.1 Oblique and Orthogonal Rotations 10.4.2 Examples of Rotation Criteria 10.5 Exploratory FA and Application to SLP Anomalies 10.5.1 Factor Analysis as a Matrix Decomposition Problem 10.5.2 A Factor Rotation 10.6 Basic Difference Between EOF and Factor Analyses 10.6.1 Comparison Based on the Standard Factor Model 10.6.2 Comparison Based on the Exploratory Factor Analysis Model 11 Projection Pursuit 11.1 Introduction 11.2 Definition and Purpose of Projection Pursuit 11.2.1 What Is Projection Pursuit? 11.2.2 Why Projection Pursuit? 11.3 Entropy and Structure of Random Variables 11.3.1 Shannon Entropy 11.3.2 Differential Entropy 11.4 Types of Projection Indexes 11.4.1 Quality of a Projection Index 11.4.2 Various PP Indexes 11.4.3 Practical Implementation 11.5 PP Regression and Density Estimation 11.5.1 PP Regression 11.5.2 PP Density Estimation 11.6 Skewness Modes and Climate Application of PP 12 Independent Component Analysis 12.1 Introduction 12.2 Background and Definition 12.2.1 Blind Deconvolution 12.2.2 Blind Source Separation 12.2.3 Definition of ICA 12.3 Independence and Non-normality 12.3.1 Statistical Independence 12.3.2 Non-normality 12.4 Information-Theoretic Measures 12.4.1 Entropy 12.4.2 Kullback–Leibler Divergence 12.4.3 Mutual Information 12.4.4 Negentropy 12.4.5 Useful Approximations 12.5 Independent Component Estimation 12.5.1 Choice of Objective Function for ICA 12.5.2 Numerical Implementation 12.6 ICA via EOF Rotation and Weather and Climate Application 12.6.1 The Standard Two-Way Problem 12.6.2 Extension to the Three-Way Data 12.7 ICA Generalisation: Independent Subspace Analysis 13 Kernel EOFs 13.1 Background 13.2 Kernel EOFs 13.2.1 Formulation of Kernel EOFs 13.2.2 Practical Details of Kernel EOF Computation 13.2.3 Illustration with Concentric Clusters 13.3 Relation to Other Approaches 13.3.1 Spectral Clustering 13.3.2 Modularity Clustering 13.4 Pre-images in Kernel PCA 13.5 Application to An Atmospheric Model and Reanalyses 13.5.1 Application to a Simplified Atmospheric Model 13.5.2 Application to Reanalyses 13.6 Other Extensions of Kernel EOFs 13.6.1 Extended Kernel EOFs 13.6.2 Kernel POPs 14 Functional and Regularised EOFs 14.1 Functional EOFs 14.2 Functional PCs and Discrete Sampling 14.3 An Example of Functional PCs from Oceanography 14.4 Regularised EOFs 14.4.1 General Setting 14.4.2 Case of Spatial Fields 14.5 Numerical Solution of the Full Regularised EOF Problem 14.6 Application of Regularised EOFs to SLP Anomalies 15 Methods for Coupled Patterns 15.1 Introduction 15.2 Canonical Correlation Analysis 15.2.1 Background 15.2.2 Formulation of CCA 15.2.3 Computational Aspect 15.2.4 Regularised CCA 15.2.5 Use of Correlation Matrices 15.3 Canonical Covariance Analysis 15.4 Redundancy Analysis 15.4.1 Redundancy Index 15.4.2 Redundancy Analysis 15.5 Application: Optimal Lag Between Two Fields and Other Extensions 15.5.1 Application of CCA 15.5.2 Application of Redundancy 15.6 Principal Predictors 15.7 Extension: Functional Smooth CCA 15.7.1 Introduction 15.7.2 Functional Non-smooth CCA and Indeterminacy 15.7.3 Smooth CCA/MCA 15.7.4 Application of SMCA to Space–Time Fields 15.8 Some Points on Coupled Patterns and Multiva

Note: Contents 1 Trend Analyses of Seasonal Mean Temperature Series Pertaining to the Tapi River Basin Using Monthly Data / Ganesh D. Kale 2 Dry Spell and Wet Spell Characterisation of Nandani River Basin, Western Maharashtra, India / Abhijit Mohanrao Zende and Prashant Basavaraj Bhagawati 3 Assessment of Climate Change on Crop Water Requirement in Tandula Command of Chhattisgarh (India) / Rahul Kumar Jaiswal, H. L. Tiwari, and Anil Kumar Lohani 4 Impact of Climate Change on Hydrological Regime of Narmada River Basin / Deepak Kumar Tiwari, H. L. Tiwari, Raman Nateriya, and Satanand Mishra 5 Climate Change Impacts on Water Resources in Ethiopia / Abiot Ketema and G. S. Dwarakish 6 Spatio-Temporal Trend Analysis of Long-Term IMD-Gridded Precipitation in Godavari River Basin, India / C. H. Praveenkumar and V. Jothiprakash 7 Forecasting Reference Evapotranspiration Using Artificial Neural Network for Nagpur Region / Nikhil Band, Aniruddha Ghare, and Avinash Vasudeo 8 Time-Varying Downscaling Model (TVDM) and its Benefit to Capture Extreme Rainfall / Subbarao Pichuka and Rajib Maity 9 An Assessment of Impact of Land Use–Land Cover and Climate Change on Quality of River Using Water Quality Index / Manisha Jamgade and Shrikant Charhate 10 Assessment of Tail Behavior of Probability Distributions of Daily Precipitation Data Over India / Neha Gupta and Sagar Rohidas Chavan 11 Benefit of Time-Varying Models Developed Using Graphical Modeling Approach for Probabilistic Prediction of Monthly Streamflow / Riya Dutta and Rajib Maity 12 Determination of Effective Discharge Responsible for Sediment Transport in Cauvery River Basin / Shobhit Maheshwari and Sagar Rohidas Chavan 13 A Comparative Study of Potential Evapotranspiration in an Agroforestry Region of Western Ghats, India / Pandu Narayana and K. Varija 14 Influence of Air Temperature on Local Precipitation Extremes Across India / Sachidanand Kumar, Kironmala Chanda, and Srinivas Pasupuleti 15 Effect of Spatial and Temporal Land Use-Land Cover Change on the Rainfall Trend: A Case Study in Kerala / Lini R. Chandran and P. G. Jairaj 16 Innovations and Application of Operational Ocean Data Products for Security of Marine Environment / Madhulika Sinha and Shrikant Charhate 17 Statistical Downscaling of Sea Level by Support Vector Machine and Regression Tree Approaches / S. Sithara, S. K. Pramada, and Santosh G. Thampi 18 Assessing the Impacts of Climate Change on Crop Yield in Upper Godavari River Sub-basin Using H08 Hydrological Model / Pushpendra Raghav and T. I. Eldho 19 Evaluation of Time Discretization of Daily Rainfall From the Literature for a Specific Site / R. Harshanth, Saha Dauji, and P. K. Srivastava 20 Quality Checks on Continuous Rainfall Records: A Case Study / R. Harshanth, Saha Dauji, and P. K. Srivastava 21 Assuring Water Intake Sustainability Under Changing Climate / Gaurav Talukdar and Arup Kumar Sarma 22 Characteristics of Gldas Evapotranspiration and Its Response to Climate Variability Across Ganga Basin, India / Lalit Pal, C. S. P. Ojha, and Amit Kumar 23 Seasonal and Inter-Annual Variability of Sea Surface Temperature and Its Correlation with Maximum Sustained Wind Speed in Bay of Bengal / Jiya Albert and Prasad K. Bhaskaran 24 Comparison of CMIP5 Wind Speed from Global Climate Models with In-Situ Observations for the Bay of Bengal / Athira Krishnan and Prasad K. Bhaskaran 25 Trend Analysis of Temperature for Eastern Ganga Canal Command / Radha Krishan, Bhaskar R. Nikam, and Deepak Khare 26 Analysis of Long-Term Rainfall Trends in Rajasthan, India / Darshan Mehta and S. M. Yadav 27 Statistical Downscaling of GCM Output and Simulation of Rainfall Scenarios for Brahmani Basin / Lasyamayee Lopamudra Sahoo and Kanhu Charan Patra 28 Impact of Land Use–Land Cover Changes on the Streamflow of the Kolab River Basin Using SWAT Model / Partha Sarathi Bhunia and Kanhu Charan Patra 29 Statistical Downscaling of Climatic Variables in Indo-Gangatic Alluvial Plain / Prabhakar Shukla and Raj Mohan Singh 30 Comparing Global High-Resolution Precipitation Data with Rain Gauge Data in Assam, India / Pulendra Dutta, Dipsikha Devi, and Arup Kr. Sarma 31 Variability of Rainfall, Temperature and Potential Evapotranspiration at Annual Time Scale Over Tapi to Tadri River Basin, India / Prem Mahyavanshi, V. D. Loliyana, and Priyank J. Sharma 32 Climate Change and Water Resources: Emerging Challenges, Vulnerability and Adaptation in Indian Scenario / Y. Shiva Shankar, Abhishek Kumar, and Devendra Mohan 33 Observed Spatio-Temporal Trends of Precipitation and Temperature Over Afghanistan / S. Rehana, P. Krishna Reddy, N. Sai Bhaskar Reddy, Abdul Raheem Daud, Shoaib Saboory, Shoaib Khaksari, S. K. Tomer, and U. Sowjanya 34 Identification of Historical Shift, Dispersion, and Trend of the Monsoon Season for Guwahati City Using Fuzzy Segmentation and Trend Analyses / Amrutha Suresh and Pekkat Sreeja 35 Analysis of Intensity–Duration– Frequency and Depth–Duration– Frequency Curve Projections Under Climate Variability / Manish Kumar Sinha, Klaus Baier, Rafig Azzam, M. K. Verma, and Ramakar Jha 36 Changes in Monthly Hydro-Climatic Indices for Middle Tapi Basin, India / Priyank J. Sharma, P. L. Patel, and V. Jothiprakash 37 Multiobjective Automatic Calibration of a Physically Based Hydrologic Model Using Multiobjective Self-Adaptive Differential Evolution Algorithm / Saswata Nandi and M. Janga Reddy 38 Adaptive Neuro-Fuzzy Inference System-Based Yield Forecast Using Climatic Variables / Kalpesh Borse and P. G. Agnihotri 39 Impact of Climate Change on Hydrological Parameters / Arunima Priyadarsini Patnaik and Bandita Naik 40 Morphometric Analysis of Kosi River Basin, Bihar, India Using Remote Sensing and GIS Techniques / Niraj Kumar and Ramakar Jha 41 Simulation of Impact of Climate Change on the Performance of a Reservoir System in Eastern India / Satabdi Saha, Debasri Roy, and Rajib Das 42 Assessing the Impact of Spatial Resolution on Land Surface Model Based on Hydrologic Simulations / Aiendrila Dey and Renji Remesan 43 Infilling Missing Monthly Maximum and Minimum Temperature Dataset by EM Algorithm Followed by Distribution Based Statistical Assessment Using Eight Absolute Homogeneity Tests / P. Kabbilawsh, D. Sathish Kumar, and N. R. Chithra 44 Multisite Monthly to Daily Naturalised Streamflow Disaggregation Using Daily Flow Pattern Hydrograph / Vivek Verma 45 Error Analysis of TMPA Near Real-Time Precipitation Estimates for an Indian Monsoon Region / Ashish Kumar and RAAJ Ramsankaran 46 Comparison of Selection of Predictors for Statistical Downscaling of Precipitation Using Different Statistical Techniques / Kumar Keshav, Vivekanand Singh, and Roshni Thendiyath

Note: Contents Part I Keynote Fifty Years of Paleoceanography: Major Achievements in Our Understanding of Past and Future Climate Change - Some Memories and Hearsay / Michael Sarnthein Part II Paleoceanographic Evolution Orbital-Scale Paleoceanographic Response to the Indian Monsoon in the Laxmi Basin of the Eastern Arabian Sea / Boo-Keun Khim, Ji-Eun Kim, Keiji Horikawa, Minoru Ikehara, Yoshihiro Asahara, and Jongmin Lee The 4.2 ka Event in the Euro-Mediterranean Region - A Study from the MISTRALS/PALEOMEX Program / Bassem Jalali and Marie-Alexandrine Sicre Record of Early Cretaceous Oceanic Anoxic Events in Adriatic Platform, Croatia / Antun Husinec and J. Fred Read Sedimentological and Geochemical Records of Lower Cretaceous Carbonate Successions Around Trabzon (NE Turkey): Implications for Paleoenvironmental Evolution and Paleoclimatological Conditions of Tethys / Merve Özyurt, M. Ziya Kirmaci, İ. Ömer Yılmaz, and Raif Kandemir Part III Paleoclimate Evolution Paleoclimate Evolution of the Kordofan Region (Sudan), During the Last 13 ka / Ahmed Dawelbeit, Etienne Jaillard, and Ali Eisawi Use of Paleoclimate Rainfall Data to Detect Mega Drought Signals / Joo-Heon Lee, Chanyang Sur, and Seo-Yeon Park Paleoclimatology Evidence of Eocene from Jaddala Formation in Northwestern Iraq / Alaa Al-Zubaidi and Omar Al-Badrani Holocene Paleoclimatic Variation Inferred from Study of Sediments in the Gulf of Tunis (North Africa) / Nizar Ouertani and Soumaya Yahyaoui Noble Gas Recharge Temperature of Sfax Deep Groundwater (Southeastern of Tunisia) / Rim Trabelsi, Mahdi Trabelsi, Kamel Zouari, and Takuya Matsumoto Time Analysis of Emberger’s Pluviothermic Q Index in the SW of the Iberian Peninsula / Leoncio García-Barrón, Julia Morales, and Arturo Sousa Systematic and Palaeoclimatic Investigations of Sivalhippus from the Late Miocene Siwaliks (Pakistan) / Muhammad tahir Waseem, Abdul majid Khan, Rana Mansoor Ahmad, Ayesha Iqbal, and Muhammad Ameen The Thar Desert Calcretes: A Proxy for Understanding Late Quaternary Paleoclimate Shifts / Hema Achyuthan Part IV Paleoenvironmental Evolution Using Environmental Isotopes and Krypton-81 to Characterize and Date Continental Intercalaire Paleogroundwater (Southern Tunisia) / Kamel Zouari, Takuya Matsumoto, Rim Trabelsi, and Pradeep Aggarwal Water Column Chemistry of Late Holocene Lake Bafa, Eastern Coast of the Aegean Sea (Turkey) / Özlem Bulkan, Ummuhan Sancar, Wei Wei, Xiaomin Zhu, and M. Namık Çağatay New Reports of Messinian Lago-Mare Episodes from Tunisia: Ostracods and Paleoenvironmental Implications / Rim Temani, Hayet Khayati Ammar, and Francesco Sciuto Geochemical Evidences of Paleoenvironmental Changes in Late Quaternary Lacustrine Sediments of the Konya Closed Basin (Konya, Turkey) / Hükmü Orhan, Arif Delikan, Ahmet Demir, Sevinç Kapan, Kemal Olgun, Ayhan Özmen, Ülkü Sayin, Gamze Ekici, Hülya Aydin, and Atike Nazik Reconstruction of Holocene Paleoenvironmental Changes Along Northern Coast of Sfax: Analysis of Foraminiferal Associations / Afef Khadraoui, Jérôme Bonnin, Chahira Zaïbi, and Fekri Kamoun Evolution of Korba Lagoon (Cap Bon, Tunisia) During the Last Millennia Based on the Analysis of Foraminiferal Assemblages / Asma Ben Hamad, Chahira Zaïbi, Martin R. Langer, and Fekri Kamoun Paleoenvironment Evolution of a Paralic System, El Guettiate and Dreïaa Sebkhas (Gulf of Gabès, Tunisia) / Zeineb Gargouri and Kamel Zouari Part V Spatio-temporal Patterns of Climate Change Testing for Collective Statistical Significance in Climate Change Detection Studies / Radan Huth and Martin Dubrovský Long-Term Variability of Gauged Precipitation Over California and Its Links to Circulation Patterns / Luciano Rodriguez, Cyril Rakovski, Mohamed Allali, and Hesham El-Askary Sensitivity of IDF Curves to Rainfall Gauge Type / A. S. Al-Wagdany Structural Characteristics of Precipitation in Jordan / Fayez A. Abdulla and Abdulelah Al-Qadami The Shift of the Atmospheric Circulation Patterns and Its Impacts on Western Mediterranean / Mohammed-Said Karrouk Recent Rainfall Variability in the South-West Mediterranean Region and Links with Teleconnection Patterns / Sabrina Taibi, Imane Messelmi, Mohamed Meddi, and Mohamed Amine Feddal Regionalization of Precipitation in Jordan / Abdulelah Al-Qadami and Fayez A. Abdulla Correlation Between NAO and Radio Refractive Index Over Africa / Joseph Dada, Adekunle Titus Adediji, Kayode Adedayo, and Moses Ajewole Convective Cloud Climatology Over Indian Tropics and Nearby Regions Using Multi-spectral Satellite Observations / Anoop Kumar Mishra, Mohammd Rafiq, Sagarika Chandra, and Nagaiyavedu Adalarasu Sivarajan Analysis of Trend and Variability in Time Series of Extreme Daily Temperature of Abu Dhabi City (UAE) / Nishi Bhuvandas Black Carbon Aerosol Characteristics and Its Radiative Effect in Xuzhou City, China / Mengdie Xie and Wei Chen Part VI Sea Level Variability: Past, Present and Future On the Long-Term Mediterranean Sea Level Variability / Mahdi Haddad and Antonio Bonaduce Impacts of Relative Sea Level Change and Sedimentary Dynamic on an Historic Site Expansion Along the Coast Between Sfax and Jebeniena, Tunisia / Mohamed Kamoun, Afef Khadraoui, Asma Ben Hamad, Chahira Zaïbi, Martin R. Langer, Nejib Bahrouni, Mohamed Ben Youssef, and Fekri Kamoun Sedimentary Dynamic and Sea Level Variation Along Hachichina Coast (Sebkha Ras Younga, Gulf of Gabes, Tunisia) During Holocene: Response of Ostracods and Foraminifera Assemblages / Khaoula Ben Khlifa, Chahira Zaïbi, Jérome Bonnin, and Fekri Kamoun New Experimental Low Cost Technique of Sea-Level Monitoring: Toward a Sea-Level Monitoring for All / Yacine Hemdane, Mohamed Bouhmadouche, Bachir Hamadache, and Mohamed Aounallah Part VII Climate Change Impacts and Migration Schemes Economic Impact of Sand and Dust Storms on the Oil Sector in Kuwait / Ali Al-Hemoud and Safaa Al-Awadhi Spatial and Temporal Variations of Bare Land in Beijing, China: A 30-Year Analysis / Yating Chen and Aobo Liu Appraising Climate Change and Its Influence on Glaciers of South Asian Himalayan Region / Sheikh Saeed Ahmad, Javeria Saleem, and Marria Ghalib World Population: Its Connection with Climate Variations / Alexey V. Byalko Groundwater Resources Sustainability in Africa Under a Climate Change Scenario: Knowledge Gaps and Needs / Ahzegbobor P. Aizebeokhai, Kehinde D. Oyeyemi, and Adebola E. Adeniran Adaptation Strategies and Resilience to Climate Change for Warm, Dry-Summer Continental Climate in Iran / Gholamreza Roshan, José A. Orosa, Ángel M. Costa, and Rebeca Bouzón Building Energy Consumption and Carbon Dioxide Emissions in a Small Region with a Warm and Semi-humid Climate Type (Iran) / Gholamreza Roshan, José A. Orosa, Ángel M. Costa, and Rebeca Bouzón Climate-Driven Migration Assessment of Southwestern Coast of Bangladesh / Iftekharul Anam Saikat, Nabila Nawshin, and M. Tauhid Ur Rahman

Note: Contents 1 Introduction 1.1 What is Deep Learning? 1.2 Pros and Cons of Deep Learning 1.3 Recent Applications of Deep Learning in Hydrometeorological and Environmental Studies 1.4 Organization of Chapters 1.5 Summary and Conclusion References 2 Mathematical Background 2.1 Linear Regression Model 2.1.1 Simple Linear Regression 2.1.2 Multiple Linear Regression 2.2 Time Series Model 2.2.1 Autoregressive Model (AR) 2.3 Probability Distributions 2.3.1 Normal Distributions 2.3.2 Gamma Distribution 2.4 Exercises References 3 Data Preprocessing 3.1 Normalization 3.2 Data Splitting for Training and Testing 3.3 Exercises 4 Neural Network 4.1 Terminology in Neural Network 4.1.1 Components of Neural Network 4.1.2 Activation Functions 4.1.3 Error and Loss Function 4.1.4 Softmax and One-Hot Encoding 4.2 Artificial Neural Network 4.2.1 Simplest Network 4.2.2 Feedforward and Backward Propagation 4.2.3 Network with Multiple Input and Output Variables 4.2.4 Python Coding of the Simple Network 4.3 Exercises 5 Training a Neural Network 5.1 Initialization 5.2 Gradient Descent 5.3 Backpropagation 5.3.1 Simple Network 5.3.2 Full Neural Network 5.3.3 Python Coding of Network 5.4 Exercises Reference 6 Updating Weights 6.1 Momentum 6.2 Adagrad 6.3 RMSprop 6.4 Adam 6.5 Nadam 6.6 Python Coding of Updating Weights 6.7 Exercises References 7 Improving Model Performance 7.1 Batching and Minibatch 7.2 Validation 7.2.1 Python Coding of K-Fold Cross-Validation 7.3 Regularization 7.3.1 L-Norm Regularization 7.3.2 Dropout 7.3.3 Python Coding of Regularization 7.4 Exercises Reference 8 Advanced Neural Network Algorithms 8.1 Extreme Learning Machine (ELM) 8.1.1 Basic ELM 8.1.2 Generalized ELM 8.1.3 Python Coding 8.2 Autoencoder 8.2.1 Vanilla Autoencoder 8.2.2 Regularized Autoencoder 8.2.3 Python Coding of Regularized AE 8.3 Exercises Reference 9 Deep Learning for Time Series 9.1 Recurrent Neural Network 9.1.1 Backpropagation 9.1.2 Backpropagation Through Time (BPTT) 9.2 Long Short-Term Memory (LSTM) 9.2.1 Basics of LSTM 9.2.2 Example of LSTM 9.2.3 Backpropagation of a Simple LSTM 9.2.4 Backpropagation Through Time (BPTT) 9.3 Gated Recurrent Unit (GRU) 9.3.1 Basics of GRU 9.3.2 Example of GRU 9.3.3 Backpropagation of a Simple GRU Model 9.4 Exercises References 10 Deep Learning for Spatial Datasets 10.1 Convolutional Neural Network (CNN) 10.1.1 Definition of Convolution 10.1.2 Elements of CNN 10.2 Backpropagation of CNN 10.3 Exercises 11 Tensorflow and Keras Programming for Deep Learning 11.1 Basic Keras Modeling 11.2 Temporal Deep Learning (LSTM and GRU) 11.3 Spatial Deep Learning (CNN) 11.4 Exercises References 12 Hydrometeorological Applications of Deep Learning 12.1 Stochastic Simulation with LSTM 12.1.1 Mathematical Description for Stochastic Simulation with LSTM 12.1.2 Colorado Monthly Streamflow 12.1.3 Results of Colorado River 12.1.4 Python Coding 12.1.5 Matlab Coding 12.2 Forecasting Daily Temperature with LSTM 12.2.1 Preparing the Data 12.2.2 Methodology 12.2.3 Results 12.2.4 Python Coding 12.3 Exercises References 13 Environmental Applications of Deep Learning 13.1 Remote Sensing of Water Quality Using CNN 13.1.1 Introduction 13.1.2 Study Area and Monitoring 13.1.3 Field Data Collection 13.1.4 Point-Centered Regression CNN (PRCNN) 13.1.5 Results and Discussion 13.1.6 Conclusion 13.1.7 Python Coding References

Note: Contents Volume 1 Part I Natural Science Basics 1 Introduction into Physical Oceanography / Rebecca Hummels 2 Ecological Organization of the Sea / Birte Matthiessen, Franziska Julie Werner, and Matthias Paulsen 3 Marine Ecosystem Services / Markus Salomon and Henriette Dahms Part II Impacts of Sectoral Marine Activities 4 Impact of Fishing Activities on Marine Life / Gerd Kraus and Rabea Diekmann 5 Mariculture / Thomas A. Wilding, Kenneth D. Black, Steven Benjamins, and Iona Campbell 6 Shipping / Alan Simcock 7 Impacts of Coastal Developments on Ecosystems / Christian Winter 8 Offshore Oil and Gas Production and Transportation / Stanislav Patin 9 Exploitation of Offshore Wind Energy / Jens Lüdeke 10 Dredging for Navigation, for Environmental Cleanup, and for Sand/Aggregates / Craig Vogt, Eugene Peck, and Gregory Hartman 11 Environmental Risks of Deep-sea Mining / Philip P. E. Weaver, David S. M. Billett, and Cindy L. Van Dover 12 Dumped Chemical Weapons / Jacek Bełdowski 13 Marine Climate Engineering / David P. Keller Part III Impacts of Land-Based Activities 14 Agriculture / Oene Oenema, Qian Liu, and Jingmeng Wang 15 Land-Based Industries / Elisabeth Schmid 16 Land-Based Wastewater Management / Stephan Koester 17 Tourism / Alan Simcock Part IV Pollution from Diffuse Sources 18 Climate Change: Warming Impacts on Marine Biodiversity / Helmut Hillebrand, Thomas Brey, Julian Gutt, Wilhelm Hagen, Katja Metfies, Bettina Meyer, and Aleksandra Lewandowska 19 Ocean Acidification / Peter Thor and Sam Dupont 20 Pollution with Hazardous Substances / Katja Broeg and Norbert Theobald 21 Pollution with Radioactive Substances / Hartmut Nies 22 Eutrophication / Justus E. E. van Beusekom 23 Marine Litter / Stefanie Werner and Aleke Stöfen O’Brien 24 Input of Energy/Underwater Sound / Olaf Boebel, Elke Burkhardt, and Ilse van Opzeeland 25 Introduction of Non-indigenous Species / Ralph Kuhlenkamp and Britta Kind Volume 2 Part V Social Drivers, Developments, and Perspectives of Increasing Ocean Uses 26 A Short History of the Use of Seas and Oceans / Sunhild Kleingärtner 27 Factors Behind Increasing Ocean Use: The IPAT Equation and the Marine Environment / Troels J. Hegland Part VI General Aspects of Management and Governance of Human Activities 28 Challenges and Foundations of Sustainable Ocean Governance / Till Markus 29 Institutional Framework for Marine Environmental Governance / Pradeep Singh 30 International Principles of Marine Environmental Protection / Gerd Winter 31 Overview of Management Strategies and Instruments / Carolin Kieß 32 Future Prospects of Marine Environmental Governance / Pradeep Singh and Aline Jaeckel Part VII Traditional Marine Management Topics 33 The International Legal Framework for Conservation and Management of Fisheries and Marine Mammals / Andrew Serdy 34 Aqua- and Mariculture Management: A Holistic Perspective on Best Practices / Marc H. Taylor and Lotta C. Kluger 35 Offshore Oil and Gas Exploitation / Henning Jessen 36 Sustainable Shipping / Ciarán McCarthy and Bénédicte Sage-Fuller 37 Management of Hazardous Substances in the Marine Environment / Mikael Karlsson and Michael Gilek 38 Origin and Management of Radioactive Substances in the Marine Environment / Hartmut Nies 39 Waste/Litter and Sewage Management / Aleke Stöfen-O’Brien and Stefanie Werner 40 Coastal and Ocean Tourism / Stefan Gössling, C. Michael Hall, and Daniel Scott Part VIII Emerging Management Topics 41 The Greening of Ports / Bénédicte Sage-Fuller 42 Offshore Windfarms / Greg Severinsen 43 Wave and Tidal Energy / Kate Johnson and Sandy Kerr 44 Deep-Seabed Mining / Philomene Verlaan 45 Marine Biodiversity: Opportunities for Global Governance and Management Coherence / Daniela Diz 46 Marine Protected Areas: Global Framework, Regional MPA Networks and a National Example / Henning von Nordheim 47 Marine Environmental Protection and Climate Change / Birgit Peters 48 Management of Non-indigenous Species and Invasive Alien Species / Wolfgang Köck and Bjørn-Oliver Magsig 49 Integrating Sectoral Ocean Policies / Markus Salomon and Miriam Dross 50 Marine Scientific Research / Anna-Maria Hubert 51 An Emerging Environmental Issue: Marine Discharge of Mine Tailings / Craig Vogt and Jens Skei 52 Managing and Regulating Underwater Noise Pollution / Till Markus and Pedro Pablo Silva Sánchez 53 Marine Geo-Engineering / Harald Ginzky 54 Marine Spatial Planning / Mathias Schubert

Note: Contents Part I Introduction 1 Machine Learning in Wildlife Biology: Algorithms, Data Issues and Availability, Workflows, Citizen Science, Code Sharing, Metadata and a Brief Historical Perspective / Grant R. W. Humphries and Falk Huettmann 2 Use of Machine Learning (ML) for Predicting and Analyzing Ecological and ‘Presence Only’ Data: An Overview of Applications and a Good Outlook / Falk Huettmann, Erica H. Craig, Keiko A. Herrick, Andrew P. Baltensperger, Grant R. W. Humphries, David J. Lieske, Katharine Miller, Timothy C. Mullet, Steffen Oppel, Cynthia Resendiz, Imme Rutzen, Moritz S. Schmid, Madan K. Suwal, and Brian D. Young 3 Boosting, Bagging and Ensembles in the Real World: An Overview, some Explanations and a Practical Synthesis for Holistic Global Wildlife Conservation Applications Based on Machine Learning with Decision Trees / Falk Huettmann Part II Predicting Patterns 4 From Data Mining with Machine Learning to Inference in Diverse and Highly Complex Data: Some Shared Experiences, Intellectual Reasoning and Analysis Steps for the Real World of Science Applications / Falk Huettmann 5 Ensembles of Ensembles: Combining the Predictions from Multiple Machine Learning Methods / David J. Lieske, Moritz S. Schmid, and Matthew Mahoney 6 Machine Learning for Macroscale Ecological Niche Modeling - a Multi-Model, Multi-Response Ensemble Technique for Tree Species Management Under Climate Change / Anantha M. Prasad 7 Mapping Aboveground Biomass of Trees Using Forest Inventory Data and Public Environmental Variables within the Alaskan Boreal Forest / Brian D. Young, John Yarie, David Verbyla, Falk Huettmann, and F. Stuart Chapin III Part III Data Exploration and Hypothesis Generation with Machine Learning 8 ‘Batteries’ in Machine Learning: A First Experimental Assessment of Inference for Siberian Crane Breeding Grounds in the Russian High Arctic Based on ‘Shaving’ 74 Predictors / Falk Huettmann, Chunrong Mi, and Yumin Guo 9 Landscape Applications of Machine Learning: Comparing Random Forests and Logistic Regression in Multi-Scale Optimized Predictive Modeling of American Marten Occurrence in Northern Idaho, USA / Samuel A. Cushman and Tzeidle N. Wasserman 10 Using Interactions among Species, Landscapes, and Climate to Inform Ecological Niche Models: A Case Study of American Marten (Martes americana) Distribution in Alaska / Andrew P. Baltensperger 11 Advanced Data Mining (Cloning) of Predicted Climate-Scapes and Their Variances Assessed with Machine Learning: An Example from Southern Alaska Shows Topographical Biases and Strong Differences / Falk Huettmann 12 Using TreeNet, a Machine Learning Approach to Better Understand Factors that Influence Elevated Blood Lead Levels in Wintering Golden Eagles in the Western United States / Erica H. Craig, Tim H. Craig, and Mark R. Fuller Part IV Novel Applications of Machine Learning Beyond Species Distribution Models 13 Breaking Away from ‘Traditional’ Uses of Machine Learning: A Case Study Linking Sooty Shearwaters (Ardenna griseus) and Upcoming Changes in the Southern Oscillation Index / Grant R. W. Humphries 14 Image Recognition in Wildlife Applications / Dawn R. Magness 15 Machine Learning Techniques for Quantifying Geographic Variation in Leach’s Storm-Petrel (Hydrobates leucorhous) Vocalizations / Grant R. W. Humphries, Rachel T. Buxton, and Ian L. Jones Part V Implementing Machine Learning for Resource Management 16 Machine Learning for ‘Strategic Conservation and Planning’: Patterns, Applications, Thoughts and Urgently Needed Global Progress for Sustainability / Falk Huettmann 17 How the Internet Can Know What You Want Before You Do: Web-Based Machine Learning Applications for Wildlife Management / Grant R. W. Humphries 18 Machine Learning and ‘The Cloud’ for Natural Resource Applications: Autonomous Online Robots Driving Sustainable Conservation Management Worldwide? / Grant R. W. Humphries and Falk Huettmann 19 Assessment of Potential Risks from Renewable Energy Development and Other Anthropogenic Factors to Wintering Golden Eagles in the Western United States / Erica H. Craig, Mark R. Fuller, Tim H. Craig, and Falk Huettmann Part VI Conclusions 20 A Perspective on the Future of Machine Learning: Moving Away from ‘Business as Usual’ and Towards a Holistic Approach of Global Conservation / Grant R. W. Humphries and Falk Huettmann Index

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 Pullback Attractor Crisis in a Delay Differential ENSO Model / Mickaël D. Chekroun, Michael Ghil, and J. David Neelin Shear-Wave Splitting Indicates Non-Linear Dynamic Deformation in the Crust and Upper Mantle / Stuart Crampin, Gulten Polat, Yuan Gao, David B. Taylor, and Nurcan Meral Ozel Stochastic Parameterization of Subgrid-Scale Processes: A Review of Recent Physically Based Approaches / Jonathan Demaeyer and Stéphane Vannitsem Large-Scale Atmospheric Phenomena Under the Lens of Ordinal Time-Series Analysis and Information Theory Measures / J.I. Deza, G. Tirabassi, M. Barreiro, and C. Masoller Supermodeling: Synchronization of Alternative Dynamical Models of a Single Objective Process / Gregory S. Duane, Wim Wiegerinck, Frank Selten, Mao-Lin Shen, and Noel Keenlyside Are We Measuring the Right Things for Climate? / Christopher Essex and Bjarne Andresen What Have Complex Network Approaches Learned Us About El Niño? / Qing Yi Feng and Henk A. Dijkstra Late Quaternary Climate Response at 100 kyr: A Noise-Induced Cycle Suppression Mechanism / Ivan L’Heureux Role of Nonlinear Eddy Forcing in the Dynamics of Multiple Zonal Jets / Igor Kamenkovich and Pavel Berloff Data-Adaptive Harmonic Decomposition and Stochastic Modeling of Arctic Sea Ice / Dmitri Kondrashov, Mickaël D. Chekroun, Xiaojun Yuan, and Michael Ghil Cautionary Remarks on the Auto-Correlation Analysis of Self-Similar Time Series / Sung Yong Kim Emergence of Coherent Clusters in the Ocean / A.D. Kirwan Jr., H.S. Huntley, and H. Chang The Rise and Fall of Thermodynamic Complexity and the Arrow of Time / A. D. Kirwan Jr. and William Seitz From Fractals to Stochastics: Seeking Theoretical Consistency in Analysis of Geophysical Data / Demetris Koutsoyiannis, Panayiotis Dimitriadis, Federico Lombardo, and Spencer Stevens Role of Nonlinear Dynamics in Accelerated Warming of Great Lakes / Sergey Kravtsov, Noriyuki Sugiyama, and Paul Roebber The Prediction of Nonlinear Polar Motion Based on Artificial Neural Network (ANN) and Fuzzy Inference System (FIS) / Ramazan Alper Kuçak, Ra¸sit Ulu˘g, and Orhan Akyılmaz Harnessing Butterflies: Theory and Practice of the Stochastic Seasonal to Interannual Prediction System (StocSIPS) / S. Lovejoy, L. Del Rio Amador, and R. Hébert Regime Change Detection in Irregularly Sampled Time Series / Norbert Marwan, Deniz Eroglu, Ibrahim Ozken, Thomas Stemler, Karl-Heinz Wyrwoll, and Jürgen Kurths Topological Data Analysis: Developments and Applications / Francis C. Motta Nonlinear Dynamical Approach to Atmospheric Predictability / C. Nicolis Linked by Dynamics: Wavelet-Based Mutual Information Rate as a Connectivity Measure and Scale-Specific Networks / Milan Paluš Non-Extensive Statistical Mechanics: Overview of Theory and Applications in Seismogenesis, Climate, and Space Plasma / G.P. Pavlos, L.P. Karakatsanis, A.C. Iliopoulos, E.G. Pavlos, and A.A. Tsonis Spatial Patterns of Peak Flow Quantiles Based on Power-Law Scaling in the Mississippi River Basin / Gabriel Perez, Ricardo Mantilla, and Witold F. Krajewski Studying the Complexity of Rainfall Within California Via a Fractal Geometric Method / Carlos E. Puente, Mahesh L. Maskey, and Bellie Sivakumar Pandora Box of Multifractals: Barely Open? / Daniel Schertzer and Ioulia Tchiguirinskaia Complex Networks and Hydrologic Applications / Bellie Sivakumar, Carlos E. Puente, and Mahesh L. Maskey Convergent Cross Mapping: Theory and an Example / Anastasios A. Tsonis, Ethan R. Deyle, Hao Ye, and George Sugihara Randomnicity: Randomness as a Property of the Universe / Anastasios A. Tsonis Insights in Climate Dynamics from Climate Networks / Anastasios A. Tsonis On the Range of Frequencies of Intrinsic Climate Oscillations / Anastasios A. Tsonis and Michael D. Madsen The Prediction of Nonstationary Climate Series by Incorporating External Forces / Geli Wang, Peicai Yang, and Anastasios A. Tsonis The Impact of Nonlinearity on the Targeted Observations for Tropical Cyclone Prediction / Feifan Zhou and He Zhang Index

Note: Contents Volume 2 Part V Social Drivers, Developments, and Perspectives of Increasing Ocean Uses 26 A Short History of the Use of Seas and Oceans / Sunhild Kleingärtner 27 Factors Behind Increasing Ocean Use: The IPAT Equation and the Marine Environment / Troels J. Hegland Part VI General Aspects of Management and Governance of Human Activities 28 Challenges and Foundations of Sustainable Ocean Governance / Till Markus 29 Institutional Framework for Marine Environmental Governance / Pradeep Singh 30 International Principles of Marine Environmental Protection / Gerd Winter 31 Overview of Management Strategies and Instruments / Carolin Kieß 32 Future Prospects of Marine Environmental Governance / Pradeep Singh and Aline Jaeckel Part VII Traditional Marine Management Topics 33 The International Legal Framework for Conservation and Management of Fisheries and Marine Mammals / Andrew Serdy 34 Aqua- and Mariculture Management: A Holistic Perspective on Best Practices / Marc H. Taylor and Lotta C. Kluger 35 Offshore Oil and Gas Exploitation / Henning Jessen 36 Sustainable Shipping / Ciarán McCarthy and Bénédicte Sage-Fuller 37 Management of Hazardous Substances in the Marine Environment / Mikael Karlsson and Michael Gilek 38 Origin and Management of Radioactive Substances in the Marine Environment / Hartmut Nies 39 Waste/Litter and Sewage Management / Aleke Stöfen-O’Brien and Stefanie Werner 40 Coastal and Ocean Tourism / Stefan Gössling, C. Michael Hall, and Daniel Scott Part VIII Emerging Management Topics 41 The Greening of Ports / Bénédicte Sage-Fuller 42 Offshore Windfarms / Greg Severinsen 43 Wave and Tidal Energy / Kate Johnson and Sandy Kerr 44 Deep-Seabed Mining / Philomene Verlaan 45 Marine Biodiversity: Opportunities for Global Governance and Management Coherence / Daniela Diz 46 Marine Protected Areas: Global Framework, Regional MPA Networks and a National Example / Henning von Nordheim 47 Marine Environmental Protection and Climate Change / Birgit Peters 48 Management of Non-indigenous Species and Invasive Alien Species / Wolfgang Köck and Bjørn-Oliver Magsig 49 Integrating Sectoral Ocean Policies / Markus Salomon and Miriam Dross 50 Marine Scientific Research / Anna-Maria Hubert 51 An Emerging Environmental Issue: Marine Discharge of Mine Tailings / Craig Vogt and Jens Skei 52 Managing and Regulating Underwater Noise Pollution / Till Markus and Pedro Pablo Silva Sánchez 53 Marine Geo-Engineering / Harald Ginzky 54 Marine Spatial Planning / Mathias Schubert

Note: Contents: Chapter1. Introduction: Climate change and lifestyle - the relevance of new concepts for socialecological research -- Chapter2. Approaches of measuring human impacts on climate change -- Chapter3. The research context: India and the megacity of Hyderabad -- Chapter4. Conceptualisation and operationalisation - A social geography of climate change: Social-cultural mentalities, lifestyle, and related GHG emission effects in Indian cities -- Chapter5. Results part I - Descriptive analysis of manifest variables and preparation of latent components for the lifestyle analysis -- Chapter6. Results part II - Income, practice, and lifestyle-oriented analysis of personal-level GHG emissions -- Chapter7. Discussion -- Chapter8. Final conclusions - Understanding inequalities in consumption-based, personal level GHG emissions

Note: Contents 1 Dynamical Processes in the Arctic Atmosphere / Marius O. Jonassen, Dmitry Chechin, Alexey Karpechko,Christof Lüpkes, Thomas Spengler, Annick Tepstra, Timo Vihma,and Xiangdong Zhang 2 Thermodynamics of the Arctic Atmosphere / Claudio Tomasi, Boyan H. Petkov, Oxana Drofa, and Mauro Mazzola 3 Trace Gases in the Arctic Atmosphere / Kimberly Strong, William R. Simpson, Kristof Bognar,Rodica Lindenmaier, and Sébastien Roche 4 Arctic Aerosols / Roberto Udisti, Rita Traversi, Silvia Becagli, Claudio Tomasi,Mauro Mazzola, Angelo Lupi, and Patricia K. Quinn 5 A Climatological Overview of Arctic Clouds / Abhay Devasthale, Joseph Sedlar, Michael Tjernström,and Alexander Kokhanovsky 6 Arctic Ice Fog: Its Microphysics and Prediction / Ismail Gultepe, Andrew J. Heymsfield, and Martin Gallagher 7 Polar Stratospheric Clouds in the Arctic / Francesco Cairo and Tiziana Colavitto 8 Noctilucent Clouds: General Properties and Remote Sensing / Christian von Savigny, Gerd Baumgarten, and Franz-Josef Lübkenix 9 Remote Sensing of Arctic Atmospheric Aerosols / Alexander Kokhanovsky, Claudio Tomasi, Alexander Smirnov,Andreas Herber, Roland Neuber, André Ehrlich, Angelo Lupi, Boyan H. Petkov, Mauro Mazzola, Christoph Ritter, Carlos Toledano,Thomas Carlund, Vito Vitale, Brent Holben, Tymon Zielinski,Simon Bélanger, Pierre Larouche, Stefan Kinne, Vladimir Radionov,Manfred Wendisch, Jason L. Tackett, and David M. Winker 10 Radiation in the Arctic Atmosphere and Atmosphere –Cryosphere Feedbacks / Claudio Tomasi, Boyan H. Petkov, Angelo Lupi, Mauro Mazzola,Christian Lanconelli, and Ismail Gultepe 11 Climate Change in the Arctic / Torben Koenigk, Jeff Key, and Timo Vihma Index

Note: Contents: Introduction / Valentí Rull, Christopher Stevenson Transpacific Voyaging and Settlement Ex Oriente Lux: Amerindian Seafaring and Easter Island Contact Revisited / Atholl Anderson Commensals/Domesticates on Rapa Nui: What Can Their Phylogeographic Patterns Tell Us About the Discovery and Settlement of the Island? / Vicki A. Thomson, Michael Herrera, Jeremy J. Austin Sweet Potato on Rapa Nui: Insights from a Monographic Study of the Genus Ipomoea / Pablo Muñoz-Rodríguez, John R. I. Wood, Robert W. Scotland Pre-European Contact Sweet Potato (Ipomoea batatas) at Rapa Nui: Macrobotanical Evidence from Recent Excavations in Rano Raraku Quarry, Rapa Nui / Jo Anne Van Tilburg, Jennifer M. Huebert, Sarah C. Sherwood, Casey R. Barrier Anakena Re-visited: New Perspectives on Old Problems at Anakena, Rapa Nui / Paul Wallin, Helene Martinsson-Wallin The Ancient Rapanui Culture A Behavioral Assessment of Refuge Caves (ana kionga) on Rapa Nui / Christopher Stevenson, José Miguel Ramrez-Aliaga, Juan Gongalves Borrega Vinapū Area Re-visited / Helene Martinsson-Wallin Undelivered Moai or Unidentified Monument? / Nicolas Cauwe, Morgan De Dapper Platforms in Motion: A Genealogical Architecture / Nicolas Cauwe Climatic and Environmental Change Climatology of Rapa Nui (Isla de Pascua, Easter Island) / Raymond S. Bradley, William J. D’Andrea, Henry F. Diaz, Liang Ning Prehistoric Paleoecology of Easter Island / Valentí Rull Geological and Climatic Features, Processes and Interplay Determining the Human Occupation and Habitation of Easter Island / Alberto Sáez, Olga Margalef, Laura Becerril, Christian Herrera, James Goff, Sergi Pla-Rabes et al. Deforestation and Extinctions The Flora and Vegetation of Easter Island: Past and Present / Georg Zizka, Alexander Zizka Palms for the Archaeologist / Daniel W. Ingersoll Jr., Kathleen B. Ingersoll, Fred W. Stauffer Spatio-Temporal Patterns of Deforestation, Settlement, and Land Use on Easter Island Prior to European Arrivals / Peter Steiglechner, Agostino Merico Economic Causes and Consequences of Deforestation on Easter Island / James A. Brander Palm Forest to Gardens and Grassland: A Study of Environmental and Geomorphological Changes of the Te Niu, Rapa Nui Landscape / Joan A. Wozniak Collapse or Resilience? Environmental Change and Cultural Continuity: Extraordinary Achievements of the Rapanui Society after Deforestation / Andreas Mieth, Annette Kühlem, Burkhard Vogt, Hans-Rudolf Bork Ecology Limits Population, But Interaction with Culture Defines It: Carrying Capacity on Rapa Nui / Cedric O. Puleston, Thegn N. Ladefoged Population Principles, Climate Change, and the “Collapse” of the Rapa Nui Society / Mauricio Lima, Eugenia M. Gayo, Sergio A. Estay, Nils Chr. Stenseth Claims and Evidence in the Population History of Rapa Nui (Easter Island) / Carl P. Lipo, Robert J. DiNapoli, Terry L. Hunt European Contact The Human Giants of Easter Island (Rapa Nui) / Jan J. Boersema Synthesis Towards a Holistic Approach to Easter Island’s Prehistory / Valentí Rull, Christopher Stevenson

Note: Contents 1 Introduction 1.1 Why Numerical Ecology? 1.2 Why R? 1.3 Readership and Structure of the Book 1.4 How to Use This Book 1.5 The Data Sets 1.5.1 The Doubs Fish Data 1.5.2 The Oribatid Mite Data 1.6 A Quick Reminder About Help Sources 1.7 Now It Is Time 2 Exploratory Data Analysis 2.1 Objectives 2.2 Data Exploration 2.2.1 Data Extraction 2.2.2 Species Data: First Contact 2.2.3 Species Data: A Closer Look 2.2.4 Ecological Data Transformation 2.2.5 Environmental Data 2.3 Conclusion 3 Association Measures and Matrices 3.1 Objectives 3.2 The Main Categories of Association Measures (Short Overview) 3.2.1 Q Mode and R Mode 3.2.2 Symmetrical or Asymmetrical Coefficients in Q Mode: The Double-Zero Problem 3.2.3 Association Measures for Qualitative or Quantitative Data 3.2.4 To Summarize 3.3 Q Mode: Computing Dissimilarity Matrices Among Objects 3.3.1 Q Mode: Quantitative Species Data 3.3.2 Q Mode: Binary (Presence-Absence) Species Data 3.3.3 Q Mode: Quantitative Data (Excluding Species Abundances) 3.3.4 Q Mode: Binary Data (Excluding Species Presence-Absence Data) 3.3.5 Q Mode: Mixed Types Including Categorical (Qualitative Multiclass) Variables 3.4 R Mode: Computing Dependence Matrices Among Variables 3.4.1 R Mode: Species Abundance Data 3.4.2 R Mode: Species Presence-Absence Data 3.4.3 R Mode: Quantitative and Ordinal Data (Other than Species Abundances) 3.4.4 R Mode: Binary Data (Other than Species Abundance Data) 3.5 Pre-transformations for Species Data 3.6 Conclusion 4 Cluster Analysis 4.1 Objectives 4.2 Clustering Overview 4.3 Hierarchical Clustering Based on Links 4.3.1 Single Linkage Agglomerative Clustering 4.3.2 Complete Linkage Agglomerative Clustering 4.4 Average Agglomerative Clustering 4.5 Ward's Minimum Variance Clustering 4.6 Flexible Clustering 4.7 Interpreting and Comparing Hierarchical Clustering Results 4.7.1 Introduction 4.7.2 Cophenetic Correlation 4.7.3 Looking for Inteipretable Clusters 4.8 Non-hierarchical Clustering 4.8.1 k-means Partitioning 4.8.2 Partitioning Around Medoids (PAM) 4.9 Comparison with Environmental Data 4.9.1 Comparing a Typology with External Data (ANOVA Approach) 4.9.2 Comparing Two Typologies (Contingency Table Approach) 4.10 Species Assemblages 4.10.1 Simple Statistics on Group Contents 4.10.2 Kendall's W Coefficient of Concordance 4.10.3 Species Assemblages in Presence-Absence Data 4.10.4 Species Co-occurrence Network 4.11 Indicator Species 4.11.1 Introduction 4.11.2 IndVal: Species Indicator Values 4.11.3 Correlation-Type Indices 4.12 Multivariate Regression Trees (MRT): Constrained Clustering 4.12.1 Introduction 4.12.2 Computation (Principle) 4.12.3 Application Using Packages mvpart and MVPARTwrap 4.12.4 Combining MRT and IndVal 4.13 MRT as a Monothetic Clustering Method 4.14 Sequential Clustering 4.15 A Very Different Approach: Fuzzy Clustering 4.15.1 Fuzzy c-means Using Package cluster's Function fanny () 4.15.2 Noise Clustering Using the vegclust () Function 4.16 Conclusion 5 Unconstrained Ordination 5.1 Objectives 5.2 Ordination Overview 5.2.1 Multidimensional Space 5.2.2 Ordination in Reduced Space 5.3 Principal Component Analysis (PCA) 5.3.1 Overview 5.3.2 PCA of the Environmental Variables of the Doubs River Data Using rda () 5.3.3 PCA on Transformed Species Data 5.3.4 Domain of Application of PCA 5.3.5 PCA Using Function PCA. newr () 5.3.6 Imputation of Missing Values in PCA 5.4 Correspondence Analysis (CA) 5.4.1 Introduction 5.4.2 CA Using Function cca () of Package vegan 5.4.3 CA Using Function CA. newr () 5.4.4 Arch Effect and Detrended Correspondence Analysis (DCA) 5.4.5 Multiple Correspondence Analysis (MCA) 5.5 Principal Coordinate Analysis (PCoA) 5.5.1 Introduction 5.5.2 Application of PCoA to the Doubs Data Set Using cmdscaleO and vegan 5.5.3 Application of PCoA to the Doubs Data Set Using pcoa () 5.6 Nonmetric Multidimensional Scaling (NMDS) 5.6.1 Introduction 5.6.2 Application to the Doubs Fish Data 5.6.3 PCoA or NMDS? 5.7 Hand-Written PCA Ordination Function 6 Canonical Ordination 6.1 Objectives 6.2 Canonical Ordination Overview 6.3 Redundancy Analysis (RDA) 6.3.1 Introduction 6.3.2 RDA of the Doubs River Data 6.3.3 Distance-Based Redundancy Analysis (db-RDA) 6.3.4 A Hand-Written RDA Function 6.4 Canonical Correspondence Analysis (CCA) 6.4.1 Introduction 6.4.2 CCA of the Doubs River Data 6.5 Linear Discriminant Analysis (LDA) 6.5.1 Introduction 6.5.2 Discriminant Analysis Using Ida () 6.6 Other Asymmetric Analyses 6.6.1 Principal Response Curves (PRC) 6.6.2 Co-correspondence Analysis (CoCA) 6.7 Symmetric Analysis of Two (or More) Data Sets 6.8 Canonical Correlation Analysis (CCorA) 6.8.1 Introduction 6.8.2 Canonical Correlation Analysis Using CCorA () 6.9 Co-inertia Analysis (CoIA) 6.9.1 Introduction 6.9.2 Co-inertia Analysis Using Function coinertia () of ade4 6.10 Multiple Factor Analysis (MFA) 6.10.1 Introduction 6.10.2 Multiple Factor Analysis Using FactoMineR 6.11 Relating Species Traits and Environment 6.11.1 The Fourth-Corner Method 6.11.2 RLQ Analysis 6.11.3 Application in R 6.12 Conclusion 7 Spatial Analysis of Ecological Data 7.1 Objectives 7.2 Spatial Structures and Spatial Analysis: A Short Overview 7.2.1 Introduction 7.2.2 Induced Spatial Dependence and Spatial Autocorrelation 7.2.3 Spatial Scale 7.2.4 Spatial Heterogeneity 7.2.5 Spatial Correlation or Autocorrelation Functions and Spatial Correlograms 7.2.6 Testing for the Presence of Spatial Correlation: Conditions 7.2.7 Modelling Spatial Structures 7.3 Multivariate Trend-Surface Analysis 7.3.1 Introduction 7.3.2 Trend-Surface Analysis in Practice 7.4 Eigenvector-Based Spatial Variables and Spatial Modelling 7.4.1 Introduction 7.4.2 Distance-Based Moran's Eigenvector Maps (dbMEM) and Principal Coordinates of Neighbour Matrices (PCNM) 7.4.3 MEM in a Wider Context: Weights Other than Geographic Distances 7.4.4 MEM with Positive or Negative Spatial Correlation: Which Ones should Be Used? 7.4.5 Asymmetric Eigenvector Maps (AEM): When Directionality Matters 7.5 Another Way to Look at Spatial Structures: Multiscale Ordination (MSO) 7.5.1 Principle 7.5.2 Application to the Mite Data - Exploratory Approach 7.5.3 Application to the Detrended Mite and Environmental Data 7.6 Space-Time Interaction Test in Multivariate ANOVA, Without Replicates 7.6.1 Introduction 7.6.2 Testing the Space-Time Interaction with the sti Functions 7.7 Conclusion 8 Community Diversity 8.1 Objectives 8.2 The Multiple Facets of Diversity 8.2.1 Introduction 8.2.2 Species Diversity Measured by a Single Number 8.2.3 Taxonomic Diversity Indices in Practice 8.3 When Space Matters: Alpha, Beta and Gamma Diversities 8.4 Beta Diversity 8.4.1 Beta Diversity Measured by a Single Number 8.4.2 Beta Diversity as the Variance of the Community Composition Table: SCBD and LCBD Indices 8.4.3 Partitioning Beta Diversity into Replacement, Richness Difference and Nestedness Components 8.5 Functional Diversity, Functional Composition and Phylogenetic Diversity of Communities 8.5.1 Alpha Functional Diversity 8.5.2 Beta Taxonomic, Phylogenetic and Functional Diversities 8.6 Conclusion Bibliography Index

Note: Contents 1 Solar Thermal Energy Production in DSF Applied in the Human Comfort Improvements / Eusébio Conceição, Ma Inês Conceição, Ma Manuela Lúcio, João Gomes, André Ramos, and Hazim Awbi 2 Hydraulics Geometry Analysis of UPNM Channel / Zuliziana Suif, Saiful Syazwan Wahi Anuar, Nordila Ahmad, Maidiana Othman, and Siti Khadijah Che Osmi 3 Productivity Enhancement of Solar Still Distillation System Using Immersion-Type Water Heater / Nordila Ahmad, Norhasirah Mohd Isa, Zuliziana Suif, Maidana Othman, Jestin Jelani, and Jaafar Adnan 4 Stability Analysis of a Man-Made Slope: A Case Study on the UPNM Campus, Sg Besi, Kuala Lumpur / Jestin Jelani, Mohamad Saiful Adli Hah, Mohd Nazrin Mohd Daud, Nordila Ahmad, Maidiana Othman, and Wan Mohamed Syafuan Wan Mohamed Sabri 5 Comparison of the Full-Scale Municipal Wastewater Treatment Plant Designs Consisting of Modified Bardenpho Process with and Without Membrane Bioreactor for Nutrient Removal: Cost Analysis / Shahryar Jafarinejad 6 Analysis of the Influence of Wax Precipitation and Paraffin Control Technology on Environmental Protection / Deyin Zhao, Yi Zhao, Rongqiang Zhong, Lirong Yao, and Gaojie Liang 7 Impact of Abandoned Oil Well on Ecological Environment and Analysis of Geothermal Exploitation / Lirong Yao, Yi Zhao, Deyin Zhao, Rongqiang Zhong, and Jinbao Li 8 Numerical Evaluation of the Temperature Distribution in a Tree Trunk in a Forest Fire Environment / Eusébio Conceição, João Gomes, Maria Manuela Lúcio, Jorge Raposo, Domingos Xavier, and Maria Teresa Viegas 9 Analysis of Soluble Organic Polar Fractions from Sea Salt by GC–MS / Guo-hua Chang, Kang-ping Zhao, Bin Yue, Zhuo-xin Yin, Xiao-ke Li, and Hai-li Sun 10 Microplastics in Industrial Wastewater Treatment Plants: Dynamic Distribution, Seasonal Variation, and Removal Efficiencies / Sujarat Saiwaree and Vorapot Kanokkantapong 11 Spatial–Temporal Variation Analysis on Ecosystem Service Values in a Typical Inland River Basin, Northwest China / Mingtao Li, Lingfen Kang, and Chuancheng Zhao 12 Transportation of Chromium(VI) from Hydrochloric Acid Medium via a Dispersion Supported Liquid Membrane Using N235 / Yingxue Li, Yijian Zhong, Jiaheng Wu, Qingsong Shao, Xiaoyan Chen, and Yan Zhu 13 Effects of Important Factors on Determination of Metals in Soil Samples Using Hand-Held X-ray Fluorescence / Zhuoxin Yin, Yijun Wen, Weidong Chen, Fanxiang Han, Guohua Chang, and Caiping Yao 14 Collaboration Mapping in Sustainable Development: A Case Study from Haze in Chiang Mai / Pongtip Thiengburanathum 15 Greywater Treatment in Continuous Flow Solar Photocatalytic Reactor Using Graphite Supported Nitrogen-Doped TiO2 / Kumari Priyanka, Neelancherry Remya, and Manaswini Behera 16 Effect of Current and Electrodes Area to Color Removal Efficiency and Energy Consumption by Electrocoagulation Process / Bang-on Nareerob and Ponlakit Jitto 17 Accessing the Sustainable Developments Principle of Protection of the Mekong River’s Water Resources / Thuy Hang Tran, Hong Hanh Pham, and Thanh Hoa Ha 18 Key Technology and Economic Analysis of Using Fujiang River Water as the Cooling and Heating Sources for Air Conditioning System / Zhang Wei, Fu Daoyou, Yao Mingqiang, and Gan Shiyuan 19 Highly Effective Magnetic Silica-Chitosan Hybrid for Sulfate Ion Adsorption / Sukamto, Yuichi Kamiya, Bambang Rusdiarso, and Nuryono 20 Statistical Analysis of Water and Sediment Research in Heilongjiang River Basin / Ning Yu, Lei Zhang, Jun Li, and Yousheng Wang 21 Empowering Citizens’ Resilience - The FLOODLABEL / P. Meier, H. Meyer, A. Schüttrumpf, and G. Johann 22 Sustainable Environmental Planning of a Tourist Destination Bulgaria - State and Trends / Elenita Velikova 23 Analytical Approach for Sustainable Multi-Objective Management of Sediment-Algae Dynamics / Hidekazu Yoshioka and Saya Hashimoto 24 From Convergent to Ecological Transition—Challenges for the Management and Regional Development of Bulgaria / Georgi Tsolov and Nikola Tanakov 25 Comparison Methods of Carbon Oil Sorbents Hardening / Elena Ushakova, Liliya Soloveva, and Andrey Ushakov 26 Integration of Experimental and Numerical Methods to Investigate the Effect of Hydraulic Retention Time on Ultrafiltration Membrane Fouling / Meng Yao, Ting Chen, Zhilin Ran, Xiaoqing Dong, and Guosheng Wang 27 Using Electrodialysis to Recycle Chemical Polishing Agent from Anodizing Industry / Jih-Hsing Chang, Mohanraj Kumar, and Shan-Yi Shen 28 Methodological Aspects of Strategic Regional Planning for Achieving Sustainable Development in Bulgaria / Georgi Nikolov, Elka Vasileva, and Desislava Botseva 29 Study on the Model of Construction Safety Risk Evaluation Coupling Multiple Factors in Navigable Waters / Hui Sun, Yuchi Hao, Jiaming Qu, Ping Zhu, and Runli Tao 30 Distribution Characteristics of Plastic Particles in Coastal and Beach of Hsinchu, Taiwan / Ying-Fang Hsu, Feng-Hsin Chang, Pei-Yi Feng, Hsiao-Chien Huang, Chi-Yu Chuang, Shinhao Yang, and Wei-Ting Liu

Note: Contents 1 History and Description of Ice Ages 1.1 Discovery of Ice Ages 1.2 Description of Ice Sheets 1.3 Vegetation During LGM 1.3.1 LGM Climate 1.3.2 Global Flora 1.3.3 Ice Age Forests 1.4 Vegetation and Dust Generation During the LGM 1.4.1 Introduction: Effect of Low CO2 on Plants 1.4.2 C3 and C4 Flora Differences 1.4.3 Effects of Low CO2 on Tree Lines 1.4.4 Source of the LGM Dust 2 Variability of the Earth’s Climate 2.1 Factors that Influence Global Climate 2.2 Stable Extremes of the Earth’s Climate 2.3 Ice Ages in the Recent Geological Past 3 Ice Core Methodology 3.1 History of Ice Core Research 3.2 Dating Ice Core Data 3.2.1 Introduction 3.2.2 Age Markers 3.2.3 Counting Layers Visually 3.2.4 Layers Determined by Measurement 3.2.5 Ice Flow Modeling 3.2.6 Other Dating Methods 3.2.7 Synchronization of Dating of Ice Cores from Greenland and Antarctica 3.2.8 GISP2 Experience 3.2.9 Tuning 3.2.10 Flimsy Logic 3.3 Processing Ice Core Data 3.3.1 Temperature Estimates from Ice Cores 3.3.2 Temperature Estimates from Borehole Models 3.3.3 Climate Variations 3.3.4 Trapped Gases 4 Ice Core Data 4.1 Greenland Ice Core Historical Temperatures 4.2 Antarctica Ice Core Historical Temperatures 4.2.1 Vostok and EPICA Data 4.2.2 Homogeneity of Antarctic Ice Cores 4.3 North-South Synchrony 4.3.1 Direct Comparison of Greenland and Antarctica Ice Core Records 4.3.2 Sudden Changes 4.3.3 Interpretation of Sudden Change in Terms of Ocean Circulation 4.3.4 Seasonal Variability of Precipitation 4.4 Data from High-Elevation Ice Cores 4.5 Carbon Dioxide 4.5.1 Measurements 4.5.2 Explanations 4.6 Dust in Ice Cores 5 Ocean Sediment Data 5.1 Introduction 5.2 Chronology 5.3 Universality of Ocean Sediment Data 5.4 Summary of Ocean Sediment Ice Volume Data 5.5 Comparison of Ocean Sediment Data with Polar Ice Core Data 5.6 Historical Sea Surface Temperatures 5.7 Ice-Rafted Debris 6 Other Data Sources 6.1 Devil’s Hole 6.1.1 Devil’s Hole Data 6.1.2 Comparison of Devil’s Hole Data with Ocean Sediment Data 6.1.3 Devil’s Hole: Global or Regional Data? 6.1.4 Comparison of Devil’s Hole Data with Vostok Data 6.1.5 The Continuing Controversy 6.2 Speleothems in Caves 6.3 Magnetism in Rocks and Loess 6.3.1 Magnetism in Loess 6.3.2 Rock Magnetism in Lake Sediments 6.4 Pollen Records 6.5 Physical Indicators 6.5.1 Ice Sheet Moraines 6.5.2 Coral Terraces 6.5.3 Mountain Glaciers 6.6 Red Sea Sediments 7 Overview of the Various Models for Ice Ages 7.1 Introduction 7.2 Variability of the Sun 7.3 Astronomical Theory 7.4 Volcanism 7.5 Greenhouse Gases 7.6 Role of the Oceans 7.6.1 Glacial-Interglacial Cycles: The Consensus View 7.6.2 Sudden Climate Change - The Consensus View 7.6.3 Wunsch’s Objections 7.7 Models Based on Clouds 7.7.1 Extraterrestrial Dust Accretion 7.7.2 Clouds Induced by Cosmic Rays 7.7.3 Ocean–Atmosphere Model 7.8 Models Based on the Southern Hemisphere 8 Variability of the Earth’s Orbit: Astronomical Theory 8.1 Introduction 8.2 Variability of the Earth’s Orbit 8.2.1 Variability Within the Orbital Plane 8.2.2 Variability of the Orbital Plane 8.3 Calculation of Solar Intensities 8.4 Importance of Each Orbital Parameter 8.5 Historical Solar Irradiance at Higher Latitudes 8.6 Connection Between Solar Variability and Glaciation/Deglaciation Cycles According to Astronomical Theory 8.6.1 Models for Ice Volume 8.6.2 Review of the Imbries’ Model 8.6.3 Memory Model 8.6.4 Modification of Paillard Model 8.7 Models Based on Eccentricity or Obliquity 8.7.1 A Model Based on Eccentricity 8.7.2 The Middle-Pleistocene Transition (MPT) 9 Comparison of Astronomical Theory with Data 9.1 Ice Volume Versus Solar Input 9.2 Spectral Analysis 9.2.1 Introduction 9.2.2 Spectral Analysis of Solar and Paleoclimate Data 10 Interglacials 11 Terminations of Ice Ages 11.1 Abstract 11.2 Background 11.3 Terminations 11.4 North or South (or Both)? 11.5 Models Based on CO 2 and the Southern Hemisphere 11.6 Climate Models for Terminations of Ice Ages 11.7 Model Based on Solar Amplitudes 11.8 Dust as the Driver for Terminations 11.8.1 Introduction 11.8.2 Antarctic Dust Data 11.8.3 Correlation of Ice Core Dust Data with Terminations 11.8.4 Dust Levels on the Ice Sheets 11.8.5 Optical Properties of Surface Deposited Dust 11.8.6 Source of the Dust 11.8.7 Ice Sheet Margins 11.9 Model Based on Solar Thresholds 11.10 The Milankovitch Model Versus the Most Likely Model 11.10.1 Criteria for a Theory 11.10.2 The “Milankovitch” Model 11.10.3 The Most Likely Model 11.10.4 Unanswered Questions 12 Status of Our Understanding References Index

Note: Contents Part I 1 An Introduction / Douglas C. Nord 2 NordForsk as a Facilitator of Integrated Research on the Arctic / Gunnel Gustafsson Part II 3 CLINF: Climate-Change Effects on the Epidemiology of Infectious Diseases, and the Associated Impacts on Northern Societies / Birgitta Evengård and Tomas Thierfelder 4 CLINF: An Integrated Project Design / Tomas Thierfelder and Birgitta Evengård 5 Modeling Climate Sensitive Infectious Diseases in the Arctic / Gia Destouni, Zahra Kalantari, Shaun Quegan, Didier Leibovici, Juha Lemmetyinen, and Jaakko Ikonen 6 Reindeer Herding and Coastal Pastures: Adaptation to Multiple Stressors and Cumulative Effects / Grete K. Hovelsrud, Camilla Risvoll, Jan Åge Riseth, Hans Tømmervik, Anna Omazic, and Ann Albihn Part III 7 The ARCPATH Project: Assessing Risky Environments and Rapid Change: Research on Climate, Adaptation and Coastal Communities in the North Atlantic Arctic / Astrid E. J. Ogilvie, Yongqi Gao, Níels Einarsson, Noel Keenlyside, and Leslie A. King 8 The Climate Model: An ARCPATH Tool to Understand and Predict Climate Change / Shuting Yang, Yongqi Gao, Koenigk Torben, Noel Keenlyside, and François Counillon 9 Whale Ecosystem Services and Co-production Processes Underpinning Human Wellbeing in the Arctic: Case Studies from Greenland, Iceland and Norway / Laura Malinauskaite, David Cook, Brynhildur Davíðsdóttir, and Helga Ögmundardóttir 10 “Small Science”: Community Engagement and Local Research in an Era of Big Science Agendas / Catherine Chambers, Leslie A. King, David Cook, Laura Malinauskaite, Margaret Willson, Astrid E. J. Ogilvie, and Níels Einarsson Part IV 11 Project ReiGN: Reindeer Husbandry in a Globalizing North–Resilience, Adaptations and Pathways for Actions / Øystein Holand, Jon Moen, Jouko Kumpula, Annette Löf, Sirpa Rasmus, and Knut Røed 12 What Drives the Number of Semi-domesticated Reindeer? Pasture Dynamics and Economic Incentives in Fennoscandian Reindeer Husbandry / Antti-Juhani Pekkarinen, Jouko Kumpula, and Olli Tahvonen 13 Reindeer Herders as Stakeholders or Rights-Holders? Introducing a Social Equity-Based Conceptualization Relevant for Indigenous and Local Communities / Simo Sarkki, Hannu I. Heikkinen, and Annette Löf 14 Working Together: Reflections on a Transdisciplinary Effort of Co-producing Knowledge on Supplementary Feeding in Reindeer Husbandry Across Fennoscandia / Tim Horstkotte, Élise Lépy, and Camilla Risvoll Part V 15 Is There Such a Thing as ‘Best Practice’? Exploring the Extraction/Sustainability Dilemma in the Arctic / Sverker Sörlin 16 When Mines Go Silent: Exploring the Afterlives of Extraction Sites / Dag Avango and Gunhild Rosqvist 17 Mining Emotions: Affective Approaches to Resource Extraction / Frank Sejersen and Kirsten Thisted Part VI 18 The Challenge of Synthesis: Lessons from Arctic Climate Predictions: Pathways to Resilient, Sustainable Societies (ARCPATH) / Leslie A. King and Astrid E. J. Ogilvie 19 The Assessment and Evaluation of Arctic Research – Where Have We Come From and Where Do We Need to Go in the Future? / Andre van Amstel, Amy Lauren Lovecraft, Maureen Biermann, Roberta Marinelli, and Douglas C. Nord 20 Findings and Conclusions: Pathways to Action / Douglas C. Nord

Note: Contents Introduction 1 An Introduction to the Research on Mediterranean Cold-Water Corals / Covadonga Orejas and Carlos Jiménez Part I Past 2 Paleoecology of Mediterranean Cold-Water Corals / Marco Taviani, Agostina Vertino, Lorenzo Angeletti, Paolo Montagna, and Alessandro Remia 3 Cold-Water Corals in the Mediterranean: A History of Discovery / Julian Evans, Leyla Knittweis, Joseph A. Borg, and Patrick J. Schembri 4 A Turbulent Story: Mediterranean Contourites and Cold-Water Corals / Michele Rebesco and Marco Taviani 5 Messinian Salinity Crisis: What Happened to Cold-Water Corals? / André Freiwald 6 Did Quaternary Climate Fluctuations Affect Mediterranean Deep-Sea Coral Communities? / Agostina Vertino and Cesare Corselli 7 A Deglacial Cold-Water Coral Boom in the Alborán Sea: From Coral Mounds and Species Dominance / Claudia Wienberg 8 Highly Variable Submarine Landscapes in the Alborán Sea Created by Cold-Water Corals / Dierk Hebbeln 9 Spatio-Temporal Distribution of Mediterranean Cold-Water Corals / Agostina Vertino, Marco Taviani, and Cesare Corselli 10 Bathyal Corals Within the Aegean Sea and the Adjacent Hellenic Trench / Jürgen Titschack 11 Mediterranean Cold-Water Corals as Paleoclimate Archives / Paolo Montagna and Marco Taviani 12 Tomography of Cold-Water Corals-Bearing Cores / Lorenzo Angeletti, Matteo Bettuzzi, and Maria Pia Morigi 13 Changing Views About Mediterranean Cold-Water Corals / Marco Taviani Part II Present 14 Taxonomy, Genetics and Biodiversity of Mediterranean Deep-Sea Corals and Cold-Water Corals / Alvaro Altuna and Angelo Poliseno 15 Habitat Mapping of Cold-Water Corals in the Mediterranean Sea / Claudio Lo Iacono, Alessandra Savini, Veerle A. I. Huvenne, and Eulàlia Gràcia 16 Cold-Water Coral Habitat Mapping in the Mediterranean Sea: Methodologies and Perspectives / Lorenzo Angeletti, Annaëlle Bargain, Elisabetta Campiani, Federica Foglini, Valentina Grande, Elisa Leidi, Alessandra Mercorella, Mariacristina Prampolini, and Marco Taviani 17 Working with Visual Methods, Comparison Among the French Deep-Sea Canyons / Maïa Fourt, Adrien Goujard, and Pierre Chevaldonné 18 Review of the Circulation and Characteristics of Intermediate Water Masses of the Mediterranean: Implications for Cold-Water Coral Habitats / Daniel R. Hayes, Katrin Schroeder, Pierre-Marie Poulain, Pierre Testor, Laurent Mortier, Anthony Bosse, and Xavier du Madron 19 Occurrence and Biogeography of Mediterranean Cold-Water Corals / Giovanni Chimienti, Marzia Bo, Marco Taviani, and Francesco Mastrototaro 20 Gorgonian and Black Coral Assemblages in Deep Coastal Bottoms and Continental Shelves of the Mediterranean Sea / Andrea Gori, Jordi Grinyó, Carlos Dominguez-Carrió, Stefano Ambroso, Pablo J. López-González, Josep-Maria Gili, Giorgio Bavestrello, and Marzia Bo 21 Mediterranean Black Coral Communities / Marzia Bo and Giorgio Bavestrello 22 Recent Discoveries of Extensive Cold-Water Coral Assemblages in Maltese Waters / Leyla Knittweis, Julian Evans, Ricardo Aguilar, Helena Álvarez, Joseph A. Borg, Silvia García, and Patrick J. Schembri 23 Corals of Aphrodite: Dendrophyllia ramea Populations of Cyprus / Covadonga Orejas, Carlos Jiménez, Andrea Gori, Jesús Rivera, Claudio Lo Iacono, Didier Aurelle, Louis Hadjioannou, Antonis Petrou, and Katerina Achilleos 24 Cold-Water Corals in Fluid Venting Submarine Structures / Desirée Palomino, José Luis Rueda, Juan Tomás Vázquez, Javier Urra, Olga Sánchez-Guillamón, Emilio González-García, Nieves López-González, and Luis Miguel Fernández-Salas 25 Cold-Water Corals and Mud Volcanoes: Life on a Dynamic Substrate / Andres Rüggeberg and Anneleen Foubert 26 Occurrence of Living Cold-Water Corals at Large Depths Within Submarine Canyons of the Northwestern Mediterranean Sea / Anna Aymà, Jacopo Aguzzi, Miquel Canals, Joan Batista Company, Galderic Lastras, Ariadna Mecho, and Claudio Lo Iacono 27 Submarine Canyons in the Mediterranean: A Shelter for Cold-Water Corals / Pere Puig and Josep-Maria Gili 28 A Cold-Water Coral Habitat in La Fonera Submarine Canyon, Northwestern Mediterranean Sea / Galderic Lastras, Anna Sanchez-Vidal, and Miquel Canals 29 Cold-Water Coral Associated Fauna in the Mediterranean Sea and Adjacent Areas / José L. Rueda, Javier Urra, Ricardo Aguilar, Lorenzo Angeletti, Marzia Bo, Cristina García-Ruiz, Manuel M. González-Duarte, Eduardo López, Teresa Madurell, Manuel Maldonado, Ángel Mateo-Ramírez, César Megina, Juan Moreira, Francina Moya, Lais V. Ramalho, Antonietta Rosso, Cèlia Sitjà, and Marco Taviani 30 Cold-Water Corals as Shelter, Feeding and Life-History Critical Habitats for Fish Species: Ecological Interactions and Fishing Impact / Gianfranco D’Onghia 31 Past, Present and Future Connectivity of Mediterranean Cold-Water Corals: Patterns, Drivers and Fate in a Technically and Environmentally Changing World / Joana Boavida, Ronan Becheler, Anna Maria Addamo, Florent Sylvestre, and Sophie Arnaud-Haond 32 Desmophyllum dianthus Genetics and More / Anna Maria Addamo 33 Diversity of Bacteria Associated with the Cold Water Corals Lophelia pertusa and Madrepora oculata / Markus G. Weinbauer, Davide Oregioni, Anne Großkurth, Marie-Emanuelle Kerros, Tilmann Harder, Michael DuBow, Jean-Pierre Gattuso, and Cornelia Maier 34 Lophelia pertusa and Madrepora oculata: An Archaea Riddle? / Markus G. Weinbauer, Davide Oregioni, and Cornelia Maier 35 Biology and Ecophysiology of Mediterranean Cold–Water Corals / Stéphanie Reynaud and Christine Ferrier-Pagès 36 Growth Patterns of Mediterranean Calcifying Cold-Water Corals / Franck Lartaud, Vincent Mouchi, Leïla Chapron, Anne-Leïla Meistertzheim, and Nadine Le Bris 37 Demography and Conservation of Deep Corals: The Study of Population Structure and Dynamics / Lorenzo Bramanti, Giovanni Santangelo, Maria Carla Benedetti, Mimmo Iannelli, and Katell Guizien 38 Cold-Water Coral in Aquaria: Advances and Challenges. A Focus on the Mediterranean / Covadonga Orejas, Marco Taviani, Stefano Ambroso, Vasilis Andreou, Meri Bilan, Marzia Bo, Sandra Brooke, Paal Buhl-Mortensen, Erik Cordes, Carlos Dominguez-Carrió, Christine Ferrier-Pagès, Antonio Godinho, Andrea Gori, Jordi Grinyó, Cristina Gutiérrez-Zárate, Sebastian Hennige, Carlos Jiménez, Ann I. Larsson, Franck Lartaud, Jay Lunden, Cornelia Maier, Sandra R. Maier, Juancho Movilla, Fiona Murray, Erwan Peru, Autun Purser, Maria Rakka, Stéphanie Reynaud, J. Murray Roberts, Pedro Siles, Susanna M. Strömberg, Laurenz Thomsen, Dick van Oevelen, Alfredo Veiga, and Marina Carreiro-Silva 39 Approaching Cold-Water Corals to the Society: Novel Ways to Transfer Knowledge / Sergio Rossi and Covadonga Orejas Part III Future 40 Perspectives of Biophysical Modelling with Implications on Biological Connectivity of Mediterranean Cold-Water Corals / Matthew W. Johnston and Ann I. Larsson 41 The Interface Between Tectonic Evolution and Cold-Water Coral Dynamics in the Mediterranean / Rinus Wortel and Paul Meijer 42 The Mediterranean Is Getting Saltier: From the Past to the Future / Nikolaos Skliris 43 The Spread of Non-indigenous Species in the Mediterranean – A Threat to Cold-Water Corals? / Bella S. Galil 44 Fate of Mediterranean Scleractinian Cold-Water Corals as a Result of Global Climate Change. A Synthesis / Cornelia Maier, Markus G. Weinbauer, and Jean-Pierre Gattuso 45 A Case Study: Variability in the Calcification Response of Mediterranean Cold-Water Corals to Ocean Acidification / Juancho Movilla 46 Conservation of Cold-Water Corals in the Mediterranean: Current Status and Future Prospects for Improvement / Maria del Mar Otero and Pilar Marin Species Index Subject Index

Note: Data Analysis in the Earth Sciences.- Introduction to Python.- Univariate Statistics.- Bivariate Statistics.- Time Series Analysis.- Signal Processing.- Spatial Data.- Image Processing.- Multivariate Statistics.- Directional Data.

Note: Contents 1 Deep Water Masses of the South and North Atlantic 1.1 General Description 1.2 Global Overturning Circulation 1.3 Mechanisms of the Formation of the Deep and Bottom Waters 1.4 Classifications of Deep and Bottom Waters in the Atlantic 1.5 Upper Circumpolar Water and Upper Circumpolar Deep Water 1.6 North Atlantic Deep Water 1.7 Lower Circumpolar Water and Lower Circumpolar Deep Water, Circumpolar Bottom Water, Southeast Pacific Deep Water, and Warm Deep Water 1.8 Antarctic Bottom Water References 2 General Overview of Abyssal Pathways, and Channels (for Waters of the Antarctic Origin) 2.1 Propagation of Deep and Bottom Waters as Series of Deep Cataracts 2.2 Propagation of Antarctic Waters in the Abyss of the Atlantic 2.3 Comparison of Spreading of Water Masses Reference 3 Source Regions 3.1 Weddell Sea and Weddell Gyre 3.2 Agulhas and Cape Basins 3.3 Drake Passage, Scotia Sea, and Georgia Basin 3.3.1 General Description and Bottom Topography 3.3.2 Deep and Bottom Water Masses and Previous Concepts of Circulation 3.3.3 Analysis of Recent Data 3.4 Antarctic Bottom Water in the Argentine Basin References 4 Exchange Between the Argentine and Brazil Basins; Abyssal Pathways and Bottom Flow Channels (for Waters of the Antarctic Origin) 4.1 General Description 4.2 Vema Channel 4.2.1 Topography and General Description 4.2.2 History of Research and Datasets of Long-Term Observations 4.2.3 Deep and Bottom Waters 4.2.4 Section Along the Channel 4.2.5 Structure of the Flow. Sections Across the Channel 4.2.6 Trends in Potential Temperature and Salinity of the Coldest Bottom Water Observed Since 1972 4.2.7 Salinity Variations 4.2.8 Flow in the Southern Part of the Channel at the Boundary with the Argentine Basin 4.2.9 Moored Observations of Velocities in the Channel 4.2.10 Measurements with the Lowered ADCP 4.2.11 Extreme Transport Velocities of Antarctic Bottom Water in the Deep-Water Vema Channel 4.2.12 Flow of Antarctic Bottom Water from the Vema Channel 4.3 Modeling of Antarctic Bottom Water Flow in the South Atlantic 4.4 Modeling of Antarctic Bottom Water Flow Through the Vema Channel 4.5 Santos Plateau 4.6 Hunter Channel References 5 Further Propagation of Antarctic Bottom Water from the Brazil Basin 5.1 Brazil Basin 5.2 Flow in the Guiana Basin and Westward Equatorial Channels 5.3 North American Basin 5.4 Eastward Equatorial Channels. The Romanche and Chain Fracture Zones 5.4.1 Research History 5.4.2 Bottom Topography 5.4.3 Hydrography of the Romanche and Chain Fracture Zones 5.4.4 Currents in the Eastern Parts of the Romanche and Chain Fracture Zones 5.4.5 Temperature Distributions Along the Romanche and Chain Fracture Zone 5.4.6 Long-Term Variations in Temperature and Salinity 5.4.7 Inflow of Antarctic Bottom Water and Deep Spillway in the Western Part of the Romanche Fracture Zone 5.4.8 Summary 5.4.9 Abyssal Spillway at the Main Sill in the Chain Fracture Zone 5.4.10 Abyssal Spillway at the Nameless Sill of the Romanche Fracture Zone 5.4.11 Modeling of the Flow in the Romanche Fracture Zone References 6 Fractures in the Mid-Atlantic Ridge of the North Atlantic 6.1 Vema Fracture Zone 6.1.1 Bottom Topography 6.1.2 Measurements 6.1.3 Structure of Bottom Flow Based on the Measurements in 2006 6.1.4 Bottom Water Transport Based on the Measurements in 2006 6.1.5 Bottom Flow Through the Vema Fracture Zone Based on the Measurements in 2014–2016 6.2 Other Fracture Zones of the Northern Mid-Atlantic Ridge 6.2.1 Strakhov Fracture Zone (Four North Fracture Zone) (3° 53' N) 6.2.2 Bogdanov Fracture Zone (7° 10' N) 6.2.3 Nameless Fracture Zone (7° 28' N) 6.2.4 Vernadsky Fracture Zone (7° 49' N) 6.2.5 Doldrums Fracture Zone (8° N) and a Rift Valley South of It 6.2.6 Arkhangelsky Fracture Zone (9° N) 6.2.7 Ten Degree Fracture Zone (9° 57' N) 6.2.8 Rift Valley South of the Vema Fracture Zone (10° 21' N) 6.2.9 Marathon Fracture Zone (12° 40' N) 6.2.10 Fifteen Twenty Fracture Zone (Cabo Verde Fracture Zone) (15° 16' N) 6.2.11 Kane Fracture Zone (24° N) 6.2.12 Pathways and AABW Transport Through the Northern Part of the MAR 6.3 Modeling of the Flow Through the Northern MAR References . . . . . . . . . . . . . 7 Eastern Basin Pathways and Further Propagation of Antarctic Bottom Water in the East Atlantic 7.1 General Description 7.2 Mixing Caused by the Barotropic Tide 7.3 Kane Gap 7.4 Angola Basin References 8 Passages in the East Azores Ridge 8.1 General Description 8.2 Discovery Gap 8.3 Western Gap 8.4 Modeling References 9 Flows Through the Northern Channels in the North Atlantic 9.1 Charlie Gibbs Fracture Zone 9.2 Overflow in the Denmark Strait 9.3 Overflow in the Faroe-Shetland Channel 9.4 Overflow in the Gibraltar Strait 9.5 Gravity Current in the Bear Island Trough References Summary of Research and Integrated Conclusions

Note: Contents 1 Ecosystem Collapse and Climate Change: An Introduction / Josep G. Canadell and Robert B. Jackson Part I Polar and Boreal Ecosystems 2 Ecosystem Collapse on a Sub-Antarctic Island / Dana M. Bergstrom, Catherine R. Dickson, David J. Baker, Jennie Whinam, Patricia M. Selkirk, and Melodie A. McGeoch 3 Permafrost Thaw in Northern Peatlands: Rapid Changes in Ecosystem and Landscape Functions / David Olefeldt, Liam Heffernan, Miriam C. Jones, A. Britta K. Sannel, Claire C. Treat, and Merritt R. Turetsky 4 Post-fire Recruitment Failure as a Driver of Forest to Non-forest Ecosystem Shifts in Boreal Regions / Arden Burrell, Elena Kukavskaya, Robert Baxter, Qiaoqi Sun, and Kirsten Barrett 5 A Paleo-perspective on Ecosystem Collapse in Boreal North America / Serge Payette Part II Temperate and Semi-arid Ecosystems 6 The 2016 Tasmanian Wilderness Fires: Fire Regime Shifts and Climate Change in a Gondwanan Biogeographic Refugium / David M. J. S. Bowman, Dario Rodriguez-Cubillo, and Lynda D. Prior 7 Climate-Induced Global Forest Shifts due to Heatwave-Drought / Francisco Lloret and Enric Batllori 8 Extreme Events Trigger Terrestrial and Marine Ecosystem Collapses in the Southwestern USA and Southwestern Australia / Katinka X. Ruthrof, Joseph B. Fontaine, David D. Breshears, Jason P. Field, and Craig D. Allen Part III Tropical and Temperate Coastal Ecosystems 9 Processes and Factors Driving Change in Mangrove Forests: An Evaluation Based on the Mass Dieback Event in Australia’s Gulf of Carpentaria / Norman C. Duke, Lindsay B. Hutley, Jock R. Mackenzie, and Damien Burrows 10 Recurrent Mass-Bleaching and the Potential for Ecosystem Collapse on Australia’s Great Barrier Reef / Morgan S. Pratchett, Scott F. Heron, Camille Mellin, and Graeme S. Cumming 11 Sliding Toward the Collapse of Mediterranean Coastal Marine Rocky Ecosystems / Joaquim Garrabou, Jean-Baptiste Ledoux, Nathaniel Bensoussan, Daniel Gómez-Gras, and Cristina Linares 12 Marine Heatwave Drives Collapse of Kelp Forests in Western Australia / Thomas Wernberg 13 Impact of Marine Heatwaves on Seagrass Ecosystems / Oscar Serrano, Ariane Arias-Ortiz, Carlos M. Duarte, Gary A. Kendrick, and Paul S. Lavery Correction to: Ecosystem Collapse on a Sub-Antarctic Island / Dana M. Bergstrom, Catherine R. Dickson, David J. Baker, Jennie Whinam, Patricia M. Selkirk, and Melodie A. McGeoch Index

Note: Contents Part I Regional Initiatives 1 South/Southeast Asia Research Initiative (SARI): A Response to Regional Needs in Land Cover/Land Use Change Science and Education / Krishna Prasad Vadrevu 2 SERVIR: Connecting Earth Observation Satellite Data to Local Science Applications / Africa Flores, Dauna S. Coulter, Ashutosh S. Limaye, and Daniel Irwin Part II Biomass Burning, Air Pollution and Impacts 3 Emission of Toxic Air Pollutants and Greenhouse Gases from Crop Residue Open Burning in Southeast Asia / Nguyen Thi Kim Oanh, Didin Agustian Permadi, Nguyen Phan Dong, and Dang Anh Nguyet 4 Impacts of Biomass Burning Emissions on Tropospheric NO2 Vertical Column Density over Continental Southeast Asia / Syuichi Itahashi, Itsushi Uno, Hitoshi Irie, Jun-Ichi Kurokawa, and Toshimasa Ohara 5 Observations of Asian Dust and Agricultural Fire Smoke Episodes: Transport and Impacts on Regional Air Quality in Southeast China / Yonghua Wu, Yong Han, and Tijian Wang 6 Spatio-Temporal Analysis of Land and Forest Fires in Indonesia Using MODIS Active Fire Dataset / Israr Albar, I. Nengah Surati Jaya, Bambang Hero Saharjo, Budi Kuncahyo, and Krishna Prasad Vadrevu 7 Severe Air Pollution Due to Peat Fires During 2015 Super El Niño in Central Kalimantan, Indonesia / Hiroshi Hayasaka and Alpon Sepriando 8 Forest and Land Fires in Riau Province: A Case Study in Fire Prevention Policy Implementation with Local Concession Holders / Bambang Hero Saharjo and Alex Yungan 9 Biomass Burning Emissions Variation from Satellite-Derived Land Cover, Burned Area, and Emission Factors in Vietnam / Kristofer Lasko and Krishna Prasad Vadrevu 10 Enhancement of Fire Early Warning System in Vietnam Using Spatial Data and Assimilation / Ba Tung Nguyen, Khac Phong Do, Nguyen Le Tran, Quang Hung Bui, Thi Nhat Thanh Nguyen, Van Quynh Vuong, and Thanh Ha Le 11 Greenhouse Gas Budget of Terrestrial Ecosystems in Monsoon Asia: A Process-Based Model Study for the Period 1901–2014 / Akihiko Ito and Motoko Inatomi 12 Simulations of Emissions, Air Quality, and Climate Contribution in Southeast Asia for March and December / Teerachai Amnuaylojaroen, Mary C. Barth, Gabriele Pfister, and Cindy Bruyere 13 Study of Lower Tropospheric Ozone over Central and Eastern China: Comparison of Satellite Observation with Model Simulation / Sachiko Hayashida, Satoko Kayaba, Makoto Deushi, Kazuyo Yamaji, Akiko Ono, Mizuo Kajino, Tsuyoshi Thomas Sekiyama, Takashi Maki, and Xiong Liu 14 Multi-scale Simulations of Atmospheric Pollutants Using a Non-hydrostatic Icosahedral Atmospheric Model / Daisuke Goto, Teruyuki Nakajima, Dai Tie, Hisashi Yashiro, Yousuke Sato, Kentaroh Suzuki, Junya Uchida, Shota Misawa, Ryoma Yonemoto, Tran Thi Ngoc Trieu, Hirofumi Tomita, and Masaki Satoh 15 Project MANTRA: Multi-platform ANalysis of TRace Gases and Aerosols with a Focus on Atmospheric CO2 Measurements for Southeast Asia / Ronald C. Macatangay 16 Dry Deposition of Reactive Nitrogen Species in Tropics / Reema Tiwari and Umesh Kulshrestha Part III Aerosol Pollution 17 Aerosols and Climate Change: Present Understanding, Challenges, and Future Outlook / S. Ramachandran 18 Organic Aerosols in South and East Asia: Composition and Sources / Chandra Mouli Pavuluri and Kimitaka Kawamura 19 Shortwave Radiation, Climate Change, and Anthropogenic Aerosols in China / Tadahiro Hayasaka 20 Conceptualizing How Severe Haze Events Are Impacting Long-Term Satellite-Based Trend Studies of Aerosol Optical Thickness over Asia / Zhao Yang Zhang, Man Sing Wong, and James R. Campbell 21 Aerosol Properties over Kuching, Sarawak from Satellite and Ground- Based Measurements / Arnis Asmat, Khairunnisa Abdul Jalal, and Siti Noratiqah Mohd Deros 22 Investigating the Aerosol Type and Spatial Distribution During Winter Fog Conditions over Indo-Gangetic Plains / Muhammad Fahim Khokhar and Naila Yasmin 23 Satellite Aerosol Optical Depth over Vietnam - An Analysis from VIIRS and CALIOP Aerosol Products / Vinh T. Tran, Ha V. Pham, Thanh T. N. Nguyen, Thanh X. Pham, Quang Hung Bui, Anh X. Nguyen, and Thuy T. Nguyen 24 Satellite Remote Sensing of Aerosols and Gaseous Pollution over Pakistan / Salman Tariq and Zia Ul-Haq Part IV Land Use/Cover Change and Impacts 25 The Impact of Land Cover and Land Use Change on the Indian Monsoon Region Hydroclimate / Dev Niyogi, Subashini Subramanian, U. C. Mohanty, C. M. Kishtawal, Subimal Ghosh, U. S. Nair, M. Ek, and M. Rajeevan 26 Decadal Land-Cover Changes in China and Their Impacts on the Atmospheric Environment / Mengmeng Li and Yu Song 27 Analyzing the Influence of Urban Growth on Thermal Environment Through Demographic, Environmental, and Physical Parameters in Bangladesh / Yogesh Kant, Saiful Azim, and Debashis Mitra 28 Ecosystem Carbon Stock, Atmosphere, and Food Security in Slash-and-Burn Land Use: A Geospatial Study in Mountainous Region of Laos / Yoshio Inoue 29 Spatial Modeling of Land Cover/Land Use Change and Its Effects on Hydrology Within the Lower Mekong Basin / Kel N. Markert, Robert E. Griffin, Ashutosh S. Limaye, and Richard T. McNider 30 Land–Atmosphere Interactions in South Asia: A Regional Earth Systems Perspective / Venkataramana Sridhar and Prasanth Valayamkunnath Erratum Index

Note: Contents Introduction / Justyna Sycz and Lars Ribbe Water Security Assessment for the Red River Basin, Vietnam / Nguyen Mai Dang, Vu Thanh Tu, Mukand Babel, Victor Shinde, and Devesh Sharma Contextualizing Farmers’ Perceptions of Agricultural Wastewater Reuse in Areas of Water Shortage and Contamination: An In-Depth Case Study of Wadi Al-Far’a Watershed—Palestine / Suha Al-Madbouh, Thomas Claßen, and Claudia Hornberg On the Importance of Modeling, Optimization, and Control of Anaerobic Degradation Processes for the Treatment of Agricultural Wastewaters: Toward a Biorefinery Challenge / Victor Alcaraz-Gonzalez and Victor Gonzalez-Alvarez Evaluation of Wastewater Treatment-via-Dilution for Tala Drain, Nile Delta, Egypt / A. A. Hassan, A. Nada, M. Elshemy, and B. A. Zeidan Upcoming Challenges of Water Reclamation from Unconventional Sources / Frank Rögener How Membrane Bioreactor Technology Can Help to Solve Both, German and Russian Wastewater Problems / Frank Rögener, Sven Theus, Alexander Chusov, and Julia Lednova Experiences on Wastewater Treatment and Reuse for Different Types of Industries in Turkey / Eyüp Debik Responses to Water Scarcity Considering Social Determinants: Groundnut Farmers in the Lawra and Nandom Districts, Ghana / Abdul Rauf Zanya Salifu, Elaine T. Lawson, and Charlotte Wrigley-Asante Temporal Climate Variability and Staple Cereals in Southern Burkina Faso / Mwenda Borona, Cheikh Mbow, and Issa Ouedraogo Multivariate Standardized Drought Indices to Identify Drought Events: Application in the Maipo River Basin / Melanie Oertel, Francisco Javier Meza, and Jorge Gironás Monitoring Small Reservoir Volume by Satellite-Based Data for Drought Management in the Central Region of Vietnam / Trung Tuan Luong, Lam Xuan Nguyen, and Trinh Duc Tran Farmers Perception and Salinity Driven Fresh Water Scarcity in Coastal Bangladesh / Md. Arman Habib, M. Tauhid Ur Rahman, Jannatul Ferdous, Md. Maruful Hoque, and Md. Rasheduzzaman Remote Sensing for Monitoring Suspended Sediment Concentration in the Lower Ganges (Padma) River / Mashrekur Rahman, G. M. Tarekul Islam, and Md. Munsur Rahman Conclusion / Justyna Sycz

Note: Contents Part I Personal Reminiscences Honorary Note. Evgeny Georgievich Morozov: A Life at Sea as a Devoted Ocean Observer / Manuel G. Velarde, Roman Yu. Tarakanov and Alexey V. Marchenko Gallery: An Ocean Scientist and His Life at Sea / Manuel G. Velarde, Roman Yu. Tarakanov and Alexey V. Marchenko New Steps of the Modern Oceanography: Reminiscences of My Work with Evgeny Georgievich Morozov / Victor G. Neiman Fifty Years of Collaboration with Evgeny Georgievich Morozov / Boris N. Filyushkin Part II Scientific Contributions: Internal and Surface Waves Internal Undular Bores in the Coastal Ocean / Roger Grimshaw and Chunxin Yuan Calculating FRAM’s Dead Water / John Grue Internal Solitary Waves in a Layered Weakly Stratified Flow / Nikolay Makarenko, Janna Maltseva, Roman Tarakanov and Kseniya Ivanova Surface Manifestations of Internal Waves Induced by a Subsurface Buoyant Jet (Experiment and Theory) / Valerii G. Bondur, Yuliya I. Troitskaya, Ekaterina V. Ezhova, Vasiliy I. Kazakov, Alexandr A. Kandaurov, Daniil A. Sergeev and Irina A. Soustova Large Internal Solitary Waves in Shallow Waters / Valery Liapidevskii and Nikolay Gavrilov Internal Gravity Waves in Horizontally Inhomogeneous Ocean / Vitaly V. Bulatov and Yury V. Vladimirov High-Resolution Observations of Internal Wave Turbulence in the Deep Ocean / Hans van Haren Deep-Ocean Tides in the South-West Indian Ocean: Comparing Deep-Sea Pressure to Satellite Data / Leo R. M. Maas, Borja Aguiar-González and Leandro Ponsoni Internal Tides West of the Iberian Peninsula / Eugene G. Morozov and Manuel G. Velarde Asymmetric Baroclinic Response to Tidal Forcing Along the Main Sill of the Strait of Gibraltar Inferred from Mooring Observations / Jesús García-Lafuente, Simone Sammartino, José C. Sánchez-Garrido and Cristina Naranjo Mode 2 Internal Waves in the Ocean: Evidences from Observations / Andrey N. Serebryany Abyssal Mixing in the Laboratory / T. Dauxois, E. Ermanyuk, C. Brouzet, S. Joubaud and I. Sibgatullin Rogue Waves in the Ocean, the Role of Modulational Instability, and Abrupt Changes of Environmental Conditions that Can Provoke Non Equilibrium Wave Dynamics / Karsten Trulsen Simulation of Standing and Propagating Sea Waves with Three-Dimensional ARMA Model / Ivan Gankevich and Alexander Degtyarev Perturbation Theory for the Compound Soliton of the Gardner’s Equation; Their Interaction and Evolution in a Media with Variable Parameters / Irina A. Soustova, Konstantin A. Gorshkov, Alexey V. Ermoshkin, Lev A. Ostrovsky and Yuliya I. Troitskaya Part III Scientific Contributions: Ocean Circulation Geostrophic Adjustment Beyond the Traditional Approximation / Gregory M. Reznik Evolution of an Intrathermocline Lens over the Lofoten Basin / Boris N. Filyushkin, Mikhail A. Sokolovskiy and Konstantin V. Lebedev The Global Atmosphere Oscillations in the Context of the Recent Climate Change / Victor G. Neiman, Vladimir I. Byshev, Yury A. Romanov and Ilya V. Serykh Influence of the Current Field Non-stationarity and the Non-simultaneity of Hydrographic Measurements on ADCP-based Transport Estimates / R. Yu. Tarakanov Satellite Remote Sensing of Submesoscale Eddies in the Russian Seas / Andrey G. Kostianoy, Anna I. Ginzburg, Olga Yu. Lavrova and Marina I. Mityagina Ship-Based Monitoring of the Northern North Atlantic Ocean by the Shirshov Institute of Oceanology. The Main Results / Artem Sarafanov, Anastasia Falina, Alexey Sokov, Vyacheslav Zapotylko and Sergey Gladyshev Thermohaline Structure and Salt Fingering in the Lomonosov Equatorial Undercurrent as Observed in April 2017 / Tatiana A. Demidova Numerical Realization of Hybrid Data Assimilation Algorithm in Ensemble Experiments with the MPIESM Coupled Model / Konstantin P. Belyaev, Ingo Kirchner, Andrey A. Kuleshov and Natalia P. Tuchkova Sea of Azov Waters in the Black Sea: Do They Enhance Wind-Driven Flows on the Shelf? / Peter O. Zavialov, Alexander S. Izhitskiy and Roman O. Sedakov Bottom Water Flows in the Vema Channel and over the Santos Plateau Based on the Field and Numerical Experiments / 475 Dmitry I. Frey, Vladimir V. Fomin, Roman Yu. Tarakanov, Nikolay A. Diansky and Nikolay I. Makarenko Modeling Study of the Antarctic Circumpolar Current Variability Based on Argo Data / Konstantin V. Lebedev Tareev Equatorial Undercurrent in the Indian Ocean / Albert K. Ambrosimov, Dmitry I. Frey and Sergey M. Shapovalov The Bering Sea Regional Data Assimilation System: From Climate Variability to Short Term Hindcasting / Gleb G. Panteleev, Max Yaremchuk, Vladimir Luchin and Oceana Francis Monitoring Strong Tidal Currents in Straits and Nearshore Regions / Alexei Sentchev, Max Yaremchuk and Maxime Thiébaut Part IV Scientific Contributions: Arctic Oceanography Analytical Solutions Describing Zonal and Circular Wind Drift of Sea Ice with Elastic-Plastic Rheology / Aleksey Marchenko Arctic Ocean Modeling: The Consistent Physics on the Path to the High Spatial Resolution / Nikolay G. Iakovlev Numerical Modeling of Internal Wave Generation at High Latitudes / Oxana E. Kurkina, Tatiana G. Talipova, Efim N. Pelinovsky and Andrey A. Kurkin Internal Wave Frequency Spectrum in the Amundsen Basin of the Arctic Ocean Inferred from Ice Tethered CTD Instruments / Sergey V. Pisarev Experimental Studies of Sea and Model Ice Fracture Mechanics / Marina Karulina, Alexey Marchenko, Alexandr Sakharov, Evgeny Karulin and Peter Chistyakov Seasonal Freezing of a Subwater Ground Layer at the Laptev Sea Shelf / Peter V. Bogorodskii, Andrey V. Pnyushkov and Vasilii Yu. Kustov

Note: Contents 1 Introducing Sustainability in the Maritime Domain / Angela Carpenter, Tafsir M. Johansson, and Jon A. Skinner References Part I Moving to the Green-Blue Economy 2 Greening the Blue Economy: A Transdisciplinary Analysis / Mark J. Spalding, Angelica E. Braestrup, and Alexandra Refosco 1 Introduction 2 Sustainability Actions 2.1 Sustainability Action 1: Standardize Inspection and Enforcement 2.2 Sustainability Action 2: Promote Solutions to Reduce Greenhouse Gas (GHG) and Other Atmospheric Pollutant Emissions Generated by the Maritime Transportation Sector 2.3 Sustainability Action 3: Design and Build Greener Ships 2.4 Sustainability Action 4: Treating Ballast Water with Low (or No) Impact Technology 2.5 Sustainability Action 5: Making Onboard Water Treatment Systems Safer for People and the Ocean 2.6 Sustainability Action 6: Greening Port Facilities 2.7 Sustainability Action 7: Improve Ship Safety and Emergency Response to Shipping Accidents 2.8 Sustainability Action 8: Make the Ocean Quieter 2.9 Sustainability Action 9: Operate to Avoid Whale Strikes 2.10 Sustainability Action 10: Expand Maritime Transportation Sector Engagement in Oceanic Data Collection and Monitoring . 3 Looking Ahead: Establish a Framework for Maritime Transportation Governance That Supports All Life on Earth 4 Concluding Remarks References 3 Regional Marine Spatial Planning: A Tool for Greening Blue Economy in the Bay of Bengal / Asraful Alam 1 Introduction 2 Blue Economy 3 Marine Spatial Planning 4 Blue Economy and Marine Spatial Planning 5 The Current Management Framework for the Bay of Bengal 5.1 Bay of Bengal Program Inter-governmental Organization Agreement 2003 5.2 Action Plan for the Protection and Management of the Marine and Coastal Environment of the South Asian Region 1995 5.3 SAARC Charter, Environment Action Plan and Convention on Cooperation on Environment 5.4 Declaration on the Establishment of the Bangladesh- India-Myanmar-Sri Lanka-Thailand for Economic Cooperation (BIMSTEC) 1997 6 The Management Framework, Blue Economy and Marine Spatial Planning in the Bay of Bengal 7 Conclusion References 4 Green Ports and Sustainable Shipping in the European Context / Ziaul Haque Munim and Rana Saha 1 Introduction 1.1 The North Sea and Baltic Sea Region 1.2 The Mediterranean Sea Region 1.3 The Black Sea Region 2 Maritime Regulation in the European Regions 2.1 MARPOL in European Regions 2.2 European Pollution Prevention Regulations 3 Green Port Management Practices 4 Green Shipping Practices 5 A Conceptual Framework for Maritime Sustainability 6 Conclusions and Future Research Directions References Part II Moving to a More Secure and Safe Maritime Regulatory Regime 5 Maritime Transport and Sustainable Fisheries: Breaking the Silos / Natalia Martini and Sandra Rita Allnutt 1 Overview of the Global Efforts for Sustainable Fisheries and Maritime Transport 1.1 The Global Effort for Sustainable Fisheries and Port State Control 1.2 Interagency Cooperation: A Global Approach to Deter IUU Fishing and Increase Maritime Safety 2 The Way Forward: How to Break the Silos 2.1 Fighting IUU Fishing: Enhanced Global Cooperation, Strengthened Ocean Governance, and Improved Regional Compliance 2.2 Enhancing Sustainable Maritime Transport and SDG 14’s Implementation: Environmental Issues Related to Fisheries and Sea-Based Marine Plastic Litter 3 Conclusions References 6 Maritime Security: Adapting for Mid-century Challenges / Jon A. Skinner 1 Introduction 2 Collaborative Maritime Security 2.1 United Nations Sustainable Development Goals for 2030 2.2 Maritime Security and the International Regulatory Governance 2.3 Collaborative Hard Security 3 Benchmarking Maritime Security Strategies 3.1 IMO 3.2 European Union 4 Embracing Multi-causality 5 Identifying the Main Drivers and Threats 6 Geopolitics and Breaking the Rules 7 Energy Markets and Maritime Security 7.1 The Geopolitics of Oil and Gas 7.2 Scenarios and Back-Casting 8 The Covid-19 Pandemics Impact on 2050 CO2 Emission Goals 9 Security Flashpoints 2050 10 Conclusion References 7 ISPS Code Implementation: Overkill and Off-Target / Johnny Dalgaard 1 Introduction 2 ISPS Code Implementation in EU and Danish Legislation 2.1 Danish Implementation 2.2 Tactical Danish Method 3 Development of Plans 3.1 Ports and Port Facilities 3.2 Ship Security Assessment (SSA) 4 Nature of Security 4.1 Acceptance of Risk, Example Iraq Vs. USA 4.2 Consequence and Risk of Exposal 4.3 Red Teaming 4.4 Barriers and Capacity 4.5 A Thesis of How to Assess Potential Terrorists 5 Combining Consequence and Risk of Exposal with Barriers and Capacity 5.1 Evaluation of the Efficiency in Perspective on “Return on Investment” 6 Security as Part of Sustainable Development Goals (SDG) 7 Towards a Better Security to Support SDGs and Beyond 7.1 Appropriate Security Measures 7.2 Sustainable Development Goal 14 Combined with Goal 17 8 Conclusion References 8 Port and Maritime Security and Sustainability / Michael Edgerton 1 Introduction 2 Defining Sustainability and Resilience 3 Sustainable Development, Disruption, and the Maritime Domain 3.1 Threats to Maritime Security 3.2 Protection of Marine Resources 3.3 Enhancing the Focus on Cargo Security 3.4 Limitations of the ISPS Code 3.5 Expansion of Global Trade 3.6 “Just-in-Time” Delivery and the Sensitivity of Global Trade 3.7 The Convergence of Operational, Physical, and Digital Security 3.8 A Challenge of Governance 3.9 Maritime Security and Resilience 3.10 Protecting the Sea Lines of Communication 4 How Maritime and Port Security Can Support Sustainable Development References 9 Governance of International Sea Borders: Regional Approaches and Sustainable Solutions for Maritime Surveillance in the Mediterranean Sea / Marco Fantinato 1 Introduction 2 Traditional Maritime Surveillance Operations and Conventional Techniques Within Maritime Spaces Defined by the UNCLOS 3 The Interplay Between EU Maritime Security Policies and Surveillance Activities in the Mediterranean Sea 4 The Management of the External Sea Borders in the EU and the Concept of Integrated Maritime Surveillance 5 EU InterAgency Cooperation and the Development of Sustainable Technologies to Detect Unlawful Activities in the Mediterranean Sea 5.1 Copernicus Maritime Surveillance Service 5.2 Unmanned Aircraft Systems 5.3 Maritime Autonomous Vehicles 6 Exploring the Nexus Between Maritime Surveillance Activities in the Mediterranean and Sustainable Approaches 6.1 Flexibility 6.2 Interoperability 6.3 Complementarity 7 Concluding Remarks References Part III Improvements in Management/Technology of Best Practices for Sustainable Shipping 10 The Applicability of the International and Regional Efforts to Prevent Oil Pollution: Comparative Analysis Between the Arabian Gulf Region and the North Sea / Khalid R. Aldosari 1 Introduction 2 International Efforts to Curb Marine Oil Pollution 2.1 Importance of UNCLOS in Marine Pollution Prevention 2.2 Summary of International Conventions 2.3 Section Summary and Critical Analysis 3 Arabian Gulf Regional Marine Pollution Prevention Efforts 3.1 Summary of Regional Conventions to Curb Oil Marine Pollution 3.2 Section Summary and Critical Analysis 4 North Sea Regional Marine Pollution Prevention Efforts 4.1 Regional Efforts Towards Marine Pollution Prevention 4.2 Sources of Oil Pollution in the North Sea 4.3 Section Summary and Critical Analysis 5 Comparative Analysis Between the Arabian Gulf and North Sea Marine Pollution Prevention Activities 6 The Relation Between Oil Pollution Conventions, the SDGs, and Marine Transportation 6.1 SDGs and Maritime Transportation 6.2 Overview of the SDGs Role in Maritime Transportation 6.3 Linkages Between SDG 14, 17, and Transboundary Pollution 6.4 Transboundary Pollution in Accidental and Non-Accidental Oil Pollution 7 Conclusion References 11 Implications of Automation and Digitalization for Maritime Education and Training / Amit Sharma, Tae-Eun Kim, and Salman Nazir 1 Introduction 2 Maritime Auto

Note: Contents Part I Unraveling Microbial Diversity and Their Processes Phagotrophic Protists: Central Roles in Microbial Food Webs / Evelyn B. Sherr and Barry F. Sherr Overview Protists as Elemental Recyclers Protists as Consumers of Bacteria Protists as Consumers of Phytoplankton Protists in High Latitude Food Webs Looking to the Future References Drivers That Structure Biodiversity in the Plankton / Tatiana A. Rynearson and Susanne Menden-Deuer Plankton Biodiversity Alternate Hypotheses That Explain the Paradox of the Plankton An Organismal Perspective on the Paradox of the Plankton: A Biodiversity Explosion from Within? Linking Individual Level Behaviors with Plankton Ecology Pervasive Intra-specific Variability in the Genetic Diversity, Physiological Capacity, and Behavioral Repertoire of Plankton Evolution: Generating and Structuring Diversity over the Long Term Opportunities for Progress References The Elongated, the Squat and the Spherical: Selective Pressures for Phytoplankton Shape / Lee Karp-Boss and Emmanuel Boss Introduction Effects of Shape on Diffusion Other Selective Pressures References Crossing the Freshwater/Saline Barrier: A Phylogenetic Analysis of Bacteria Inhabiting Both Freshwater and Marine Ecosystems / Mina Bižić-Ionescu and Danny Ionescu Introduction Recent Data on Shared Taxa Synthesis of Published Sequence Data Future Perspectives References Approaches and Challenges for Linking Marine Biogeochemical Models with the “Omics” Revolution / Victoria J. Coles and Raleigh R. Hood Introduction Bridging the Cultural and Structural Divide Relating Existing Omics to Current Biogeochemical Models Near-Term Innovation Conclusions References Part II Viewing Growth and Trophodynamics Through a Stoichiometric Lens Out of Africa and into Stoichiometry / Susan S. Kilham and Peter Kilham References Exploring the Implications of the Stoichiometric Modulation of Planktonic Predation / Aditee Mitra and Kevin J. Flynn Introduction Characterising the Predator–Prey Stoichiometric Link Elemental Stoichiometry and Commercial Microalgal Production Effects of Temperature, Ocean Acidification and Nutrient Excess Avoiding Predation Stoichiometry and Mixotrophy Conclusions References . Part III Understanding the Mysteries of Light and Nitrogen On Saturating Response Curves from the Dual Perspectives of Photosynthesis and Nitrogen Metabolism / Todd M. Kana and Patricia M. Glibert Introduction Static vs. Dynamic Behavior Gradient Signals and Dynamics of Response Curves Overall Perspective on Dynamic Kinetics References Nitrate Reductase: A Nexus of Disciplines, Organisms, and Metabolism / Erica B. Young and John A. Berges Introduction Why Nitrate Reductase? Understanding That Has Emerged from Recent NR Measurements Recent Advances and Emerging Challenges Conclusion References The Ammonium Paradox of an Urban High- Nutrient Low-Growth Estuary / Frances Wilkerson and Richard Dugdale High-Nutrient Low-Growth Estuaries and Oligotrophication Observation of an Ammonium Paradox Ammonium: The Gatekeeper Controlling Access to Nitrate References Why Is Planktonic Nitrogen Fixation So Rare in Coastal Marine Ecosystems? Insights from a Cross-Systems Approach / Roxanne Marino and Robert W. Howarth References Where Light and Nutrients Collide: The Global Distribution and Activity of Subsurface Chlorophyll Maximum Layers / Greg M. Silsbe and Sairah Y. Malkin At the Confluence of Light and Nutrients Distribution of Marine SCMLs Phytoplankton Production in SCMLs Subsurface Chlorophyll Maximum Layers in Lakes References Part IV Looking in the Rear View Mirror: The Long View on Changing Ecosystems An Ecosystem in Transition: The Emergence of Mixotrophy in the Arabian Sea / Joaquim I. Goes and Helga do R. Gomes Introduction Materials and Methods Results and Discussion References The Saint Lawrence Island Polynya: A 25-Year Evaluation of an Analogue for Climate Change in Polar Regions / Jacqueline M. Grebmeier and Lee W. Cooper Introduction Synthesis Results and Discussion The Northern Bering Sea: Interannual Variability and Change Benthivores Overall Summary References Ecological Processes and Nutrient Transfers from Land to Sea: A 25-Year Perspective on Research and Management of the Seine River System / Josette Garnier and Gilles Billen Introduction 1850–1990: Organic Pollution and Oxygen 1990–2000: Eutrophication and Algal Bloom 2000–2015: Agricultural Pollution and Nitrate Contamination Conclusion: From Microbial Ecology to Territorial Biogeochemistry References A Historical Perspective on Eutrophication in the Pensacola Bay Estuary, FL, USA / Jane M. Caffrey and Michael C. Murrell Introduction Pensacola Bay Physical Setting Human Colonization of Pensacola Bay River and Estuarine Water Quality Controls on Primary Production, Organic Matter, and Nutrient Cycling Summary References Unpublished Reports Websites Meeting in the Middle: On the Interactions Between Microalgae and Their Predators or Zooplankton and Their Food / Karen H. Wiltshire and Maarten Boersma Introduction Materials and Methods Results Discussion References Lake Transparency: A Window into Decadal Variations in Dissolved Organic Carbon Concentrations in Lakes of Acadia National Park, Maine / Collin Roesler and Charles Culbertson Introduction Methods Results Discussion References Part V Focusing on Unique Systems, Processes and Dynamics Phytoplankton Biodiversity in the Oligotrophic Northwestern Sargasso Sea / James L. Pinckney and Tammi L. Richardson Introduction Materials and Methods Results Discussion References Biological Oceanography of the Gulf of Carpentaria, Australia: A Review / Peter C. Rothlisberg and Michele A. Burford Introduction Study Area Currents and Hydrography Phytoplankton and the Role of Nutrients Zooplankton Penaeid Prawn Larval Ecology Larval Dispersal Mechanisms Summary Points References Discerning the Causes of Toxic Cyanobacteria (Lyngbya majuscula) Blooms in Moreton Bay, Australia / Judith M. O’Neil and William C. Dennison Introduction Nutrient Interactions Light Interactions Conceptual Model Broader Significance References Copepod, Ctenophore, and Schyphomedusae Control in Structuring the Chesapeake Bay Summer Mesohaline Planktonic Food Web / Kevin G. Sellner and Stella G. Sellner Introduction Methods Results and Discussion References Microbiogeochemical Ecophysiology of Freshwater Hydrothermal Vents in Mary Bay Canyon, Yellowstone Lake, Yellowstone National Park WY / Carmen Aguilar and Russell Cuhel Introduction Methods Big Picture Outcomes Closing Remarks References Index

Note: Contents 1 Introduction: Limits to Adaptation / Johanna Nalau and Walter Leal Filho Part I Limits to Climate Change Adaptation in Asia 2 Strategies and Barriers to Adaptation of Hazard-Prone Rural Households in Bangladesh / G. M. Monirul Alam, Khorshed Alam, Shahbaz Mushtaq, Most Nilufa Khatun and Walter Leal Filho 3 Governance Limits to Adaptation in Cambodia’s Health Sector / Daniel Gilfillan 4 Land-Based Strategic Model by Integrating Diverse Policies for Climate Change Adaptation in Nepal / Adish Khezri, Arbind Man Tuladhar and Jaap Zevenbergen 5 Climate Change and Migration in Bangladesh: Empirically Derived Lessons and Opportunities for Policy Makers and Practitioners / Johannes Luetz Part II Limits to Climate Change Adaptation in Africa 6 Limits to Climate Change Adaptation in Zimbabwe: Insights, Experiences and Lessons / Nelson Chanza 7 Pastoralists Shifting Strategies and Perceptions of Risk: Post-crisis Recovery in Damergou, Niger / Karen Marie Greenough 8 Political Limits to Climate Change Adaptation Practices: Insights from the Johannesburg Case / Karen Hetz 9 Constraints and Limits to Climate Change Adaptation Efforts in Nigeria / Idowu O. Ologeh, Joshua B. Akarakiri and Francis A. Adesina 10 Adapting Agriculture to Climate Change: Suitability of Banana Crop Production to Future Climate Change Over Uganda / Geoffrey Sabiiti, Joseph Mwalichi Ininda, Laban Ayieko Ogallo, Jully Ouma, Guleid Artan, Charles Basalirwa, Franklin Opijah, Alex Nimusiima, Saul Daniel Ddumba, Jasper Batureine Mwesigwa, George Otieno and Jamiat Nanteza 11 Local Adaptation to Climate Extremes in Domboshawa: Opportunities and Limitations / Vincent Itai Tanyanyiwa and Rejoice Madobi Part III Limits to Climate Change Adaptation in Australia, North-America and Europe 12 The Limits of Imagination / Liese Coulter 13 Climate Change Adaptation in Coastal East Arctic Ecosystems: Complexity and Challenges of Monitoring and Evaluation / Moktar Lamari, Line Poulin-Larivière and Johann L. Jacob 14 Limits to Adaptation on Climate Change in Bosnia and Herzegovina: Insights and Experiences / Goran Trbic, Davorin Bajic, Vladimir Djurdjevic, Vladan Ducic, Raduska Cupac, Đorđe Markez, Goran Vukmir, Radoslav Dekić and Tatjana Popov Part IV Limits to Climate Change Adaptation in the Pacific Region 15 Climate Change Adaptation Limits in Small Island Developing States / Stacy-ann Robinson 16 Limits to Coastal Adaptation in Samoa: Insights and Experiences / Richard Crichton and Miguel Esteban 17 Limits to Capital Works Adaptation in the Coastal Zones and Islands: Lessons for the Pacific / Brendan Mackey and Daniel Ware 18 A ‘Cost Barrier’ Perspective to Adaptation on a Coral Triangle Initiative (CTI) and Mangrove Rehabilitation Projects (MRP) in Solomon Islands / Michael Otoara Ha’apio, Walter Leal Filho and Morgan Wairiu 19 Customary Land and Climate Change Induced Relocation: A Case Study of Vunidogoloa Village, Vanua Levu, Fiji / Dhrishna Charan, Manpreet Kaur and Priyatma Singh 20 Limits to Adapting to Climate Change Through Relocations in Papua-New Guinea and Fiji / Dalila Gharbaoui and Julia Blocher 21 Atoll Habitability Thresholds / Mark H. N. Stege 22 Conclusions: Overcoming the Limits to Adaptation / Walter Leal Filho and Johanna Nalau

Note: Contents 1 Introduction to ‘Urban Disaster Resilience and Security—Addressing Risks in Societies’ / Alexander Fekete and Frank Fiedrich Part I Planning Urban Resilience 2 Nepal and the “Urban Resilience Utopia” / Johannes Anhorn 3 Exploring the Role of Planning in Urban Resilience Enhancement—An Irish Perspective / Aoife Doyle, William Hynes, Stephen M. Purcell and Maria Rochford 4 Toward Climate Resilience in the USA: From Federal to Local Level Initiatives and Practices Since the 2000s / Ebru A. Gencer and Wesley Rhodes 5 Enhancing Resilience Towards Summer Storms from a Spatial Planning Perspective—Lessons Learned from Summer Storm Ela / Hanna Christine Schmitt and Stefan Greiving 6 Measuring Urban Resilience to Natural Disasters for Iranian Cities: Challenges and Key Concepts / Solmaz Hosseinioon 7 Resilience History and Focus in the USA / Ronald Fisher, Michael Norman and James Peerenboom Part II Organizing Professionals and the People 8 Integrating Volunteers in Emergency Response: A Strategy for Increased Resilience Within German Civil Security Research / Jens Hälterlein, Linda Madsen, Agnetha Schuchardt, Roman Peperhove and Lars Gerhold 9 Contributions of Flood Insurance to Enhance Resilience–Findings from Germany / Annegret H. Thieken 10 Collaborative Emergency Supply Chains for Essential Goods and Services / Marcus Wiens, Frank Schätter, Christopher W. Zobel and Frank Schultmann Part III Urban Resilience Assessment: Methods and Challenges 11 Competence as Enabler of Urban Critical Infrastructure Resilience Assessment / Florian Brauner, Marie Claßen and Frank Fiedrich 12 Resilient Disaster Recovery: The Role of Health Impact Assessment / James K. Mitchell 13 DS3 Model Testing: Assessing Critical Infrastructure Network Flood Resilience at the Neighbourhood Scale / Damien Serre 14 Enhancing Flood Resilience Through Collaborative Modelling and Multi-criteria Decision Analysis (MCDA) / Mariele Evers, Adrian Almoradie and Mariana Madruga de Brito Part IV Urban Critical Infrastructure and Security 15 An Approach for Quantifying the Multidimensional Nature of Disaster Resilience in the Context of Municipal Service Provision / Christopher W. Zobel, Milad Baghersad and Yang Zhang 16 A Future-Oriented Agent-Based Simulation to Improve Urban Critical Infrastructure Resilience / Thomas Münzberg, Tim Müller and Wolfgang Raskob 17 An Indicator-Based Approach to Assessing Resilience of Smart Critical Infrastructures / A. Jovanović, K. Øien and A. Choudhary 18 Certified Video Surveillance Systems for More Resilient Urban Societies / Simone Wurster, Irene Kamara, Thordis Sveinsdottir and Erik Krempel 19 Situational Resilience––A Network-Perspective on Resilience to Crime / Herbert Schubert and Tim Lukas Part V Resilience Trends, Paradigms and Reflections 20 Urban Riskscapes—Social and Spatial Dimensions of Risk in Urban Infrastructure Settings / Florian Neisser and Detlef Müller-Mahn 21 Researching Milieu-Specific Perceptions of Risk, (in)Security, and Vulnerability—A Conceptual Approach for Understanding the Inequality and Segregation Nexus in Urban Spaces / Kristina Seidelsohn, Martin Voss and Daniela Krüger 22 Resilience and Thriving in Spite of Disasters: A Stages of Change Approach / Norbert Mundorf, Colleen A. Redding, James O. Prochaska, Andrea L. Paiva and Pamela Rubinoff 23 Foresight in Sight: How to Improve Urban Resilience with Collaboration Among Public Authorities? / Riitta Molarius, Nina Wessberg, Jaana Keränen and Mervi Murtonen 24 How to Demarcate Resilience? A Reflection on Reviews in Disaster Resilience Research / Maike Vollmer and Gerald Walther 25 Challenges in Establishing Cross-Border Resilience / Anouck Adrot, Frank Fiedrich, Andreas Lotter, Thomas Münzberg, Eric Rigaud, Marcus Wiens, Wolfgang Raskob and Frank Schultmann Part VI Perspectives from the Science-Policy Nexus 26 Resilience—A Useful Approach for Climate Adaptation? / Thomas Abeling, Achim Daschkeit, Petra Mahrenholz and Inke Schauser 27 Urban Resilience and Crisis Management: Perspectives from France and Germany / Juergen Weichselgartner, Bernard Guézo, Irmtraud Beerlage, Christian Després, Alexander Fekete, Gabriele Hufschmidt, Orsola Lussignoli, Stefanie Mey-Richters, Jens Naumann and Ina Wienand 28 Considerations About Urban Disaster Resilience and Security—Two Concepts in Tandem? / Alexander Fekete and Janos J. Bogardi 29 Synthesis / Alexander Fekete and Frank Fiedrich

Note: Contents 1 Research and Open Questions—A Modern Concept Behind Berlins T.rex Presentation of Tristan Otto / Uwe Moldrzyk and Linda Gallé 2 Scientific Methods of Geological and Paleontological Collections and Trends in Paleontological Investigation and Research / Cathrin Hühne 3 BAMBERG: The Paleontological Collection at the Museum of Natural History in Bamberg (NKMB) / Matthias Mäuser 4 BASEL: The Natural History Museum Basel (NMB) / Walter Etter, Michael Knappertsbusch, and Loïc Costeur 5 BERLIN: The Palaeontological Collections of the Museum für Naturkunde Berlin / Christian Neumann, Stephan Schultka, and Florian Witzmann 6 BERN: The Natural History Museum — An Institution of the Burgergemeinde of Bern / Ursula Menkveld-Gfeller 7 BIELEFELD: Not Worth Mentioning? Paleontological Collections of Small Museums: The Example of Bielefeld (North Rhine Westphalia, Germany) / Mark Keiter and Sven Sachs 8 BILZINGSLEBEN: The Bilzingsleben Collection / Clemens Pasda 9 The Paleontological Collection of the State Museum of Natural History (SNHM) in Braunschweig, Germany / Ralf Kosma 10 BREMEN: The Paleontological Research Collection of the Geosciences Collection of the University of Bremen / Jens Lehmann 11 CHEMNITZ: Back to the Roots of Palaeobotany—Chemnitz and its Palaeontological Collection / Ronny Rößler and Thorid Zierold 12 COBURG: Naturkunde-Museum Coburg—Paleontological Collections / Eckhard Mönnig 13 COTTBUS: Museum of Natural History and Environment in Cottbus / Rolf Striegler and Ursula Striegler 14 DARMSTADT: The Paleontological Collections of Hessisches Landesmuseum Darmstadt / Gabriele Gruber, Oliver Sandrock, and Torsten Wappler 15 DESSAU-ROSSLAU: Museum of Natural History and Prehistory—Paleontological Collection / Angelika Hesse 16 DORTMUND: Museum für Naturkunde der Stadt Dortmund / Jan-Michael Ilger and Oliver Adrian 17 DOTTERNHAUSEN: The Jurassic World of the Swabian Alb Region (South Germany): The Fossil Collection of the Werkforum and Fossil Museum of Dotternhausen / Annette Schmid-Röhl 18 EICHSTÄTT: The Jura-Museum Eichstätt / Martina Kölbl-Ebert 19 ERLANGEN: The Erlangen Paleobiology Collections / Wolfgang Kiessling, Michael Heinze, and Cristina Krause 20 ESSEN: Ruhr Museum—Geological Collection / Ulrike Stottrop, Udo Scheer, and Esther Guderley 21 FRANKFURT/DRESDEN/GÖRLITZ: Palaeontological collections of the Senckenberg Gesellschaft für Naturforschung / Dieter Uhl, Lutz Kunzmann, Christine Hertler, Ralf-Dietrich Kahlke, John-Albrecht Keiler, Peter Königshof, Ottmar Kullmer, Stephan Schaal, Krister Smith, Mónica M. Sólorzano Kraemer, Martina Stebich, Olaf Tietz, and Markus Wilmsen 22 FRICK: Late Triassic Basal Sauropodomorph and Theropod Dinosaurs at the Sauriermuseum Frick, Switzerland / Andrea B. Oettl-Rieser and Marion Zahner 23 GOTHA: Museum der Natur, Stiftung Schloss Friedenstein Gotha / Oliver Wings and Carsten Eckert 24 GÖTTINGEN: The Palaeontological Collections of the Geoscience Museum at the Georg-August University in Göttingen / Alexander Gehler, Mike Reich, and Joachim Reitner 25 HALLE: The Geiseltal Collection of Martin Luther University, Halle-Wittenberg / Frank D. Steinheimer and Alexander K. Hastings 26 HALLE: The Palaeontological Collection of the Martin Luther University Halle-Wittenberg in Halle (Saale) / Norbert Hauschke 27 HAMBURG: Palaeontological Collections of the Center of Natural History, Universität Hamburg / Ulrich Kotthoff and Jochen Schlüter 28 HANNOVER/BERLIN: The Geoscientific Collections of the Federal Institute for Geosciences and Natural Resources and the State Authority for Mining, Energy and Geology in Hannover and Berlin / Angela Ehling and Carmen Heunisch 29 HANNOVER: Niedersächsisches Landesmuseum Hannover—Lower Saxony State Museum Hannover / Annette Richter and Annina Böhme 30 HILDESHEIM: Roemer- and Pelizaeus-Museum / Jürgen Vespermann 31 HOLZMADEN: Prehistoric Museum Hauff—A Fossil Museum Since 4 Generations—(Urweltmuseum Hauff) / Rolf Bernhard Hauff and Ulrich Joger 32 INGELFINGEN: Muschelkalkmuseum Hagdorn Stadt Ingelfingen / Hans Hagdorn 33 JENA: The Palaeontological Collections at the Phyletisches Museum in Jena / Dietrich von Knorre and Rolf G. Beutel 34 MAUER: The Locality of Mauer and its Virtual Collection of Middle Pleistocene Mammal Fossils / H. Dieter Schreiber, Kristina Eck, and Volker Liebig 35 KÖLN: Geological Collections of the University of Cologne (GCC) (Geological and Palaeontological Collections of the Institute of Geology and Mineralogy, University of Cologne) / Michael R. W. Amler and Hans-Georg Herbig 36 KREFELD: Palaeobotanical and Palynological Collection at the Geological Survey North Rhine-Westphalia / Christoph Hartkopf-Fröder 37 LINZ: The Paleontological Collection of the Upper Austrian State Museum, Linz / Björn Berning 38 LÜBECK: Museum of Nature and Environment, Paleontological Collections / Susanne Füting 39 MAINZ: Paleontological Collections of the University of Mainz (Geoscientific Collections) / Kirsten I. Grimm and Bernd R. Schöne 40 MAINZ: Palaeontological Collections of the Landesamt für Geologie Und Bergbau Rheinland-Pfalz (Rhineland-Palatinate, Germany) / Jürgen Gad, Winfried Kuhn, and Peter Schäfer 41 The Reiss-Engelhorn-Museen / Doris Döppes and Wilfried Rosendahl 42 MARBURG: GeoArchive Marburg (Geological and Palaeontological Collections of the Former Faculty of Geosciences, Philipps University of Marburg) / Michael R. W. Amler, Günter Kauffmann, and Dieter Uhl 43 MÜNCHEN: The Fossil Collections of the Bavarian State Collections at Munich / Mike Reich and Gert Wörheide 44 MÜNSTER: Geomuseum of the WWU / Markus Bertling 45 NIERSTEIN: Paläontologisches Museum Nierstein / Lutz Kaecke 46 SCHIFFWEILER (Landsweiler-Reden): Center for Biological Documentation (Zentrum für Biodokumention—ZfBS) / Edgar Müller 47 SCHLEUSINGEN: Naturhistorisches Museum Schloss Bertholdsburg Schleusingen (Thuringia, Germany)—Home of Permian and Triassic Fossils / Ralf Werneburg 48 SIEGSDORF: The Siegsdorf Natural History and Mammoth Museum / Robert Darga 49 ST. GALLEN: Naturmuseum St. Gallen / Toni Bürgin 50 Staatliches Museum für Naturkunde Stuttgart (SMNS) / Rainer Schoch and Johanna Kovar-Eder 51 THALLICHTENBERG: POLLICHIA Geoscience Collections at the Urweltmuseum GEOSKOP, Thallichtenberg (Germany) / Sebastian Voigt and Jan Fischer 52 TÜBINGEN: The Palaeontologial Collection of Tübingen / Ingmar Werneburg and Madelaine Böhme 53 WIEN: “To the Realm of Nature and its Exploration”: The Paleontological Collections of the Natural History Museum Vienna / Mathias Harzhauser and Andreas Kroh 54 WIESBADEN: Museum Wiesbaden, Natural History Collections / Fritz Geller-Grimm 55 ZURICH: The Geological-Palaeontological Collection at ETH Zurich / Andreas D. Mueller, Rodney Eastwood, and Stefan Ungricht 56 ZURICH: Palaeontological Museum of the University of Zurich / Christian Klug and Beat Scheffold 57 State Museum of Natural History Karlsruhe: Institute of Life and Earth Sciences / Eberhard Frey and H. Dieter Schreiber Index

Note: Contents 1 Introduction to Spatial Ecology and Its Relevance for Conservation 1.1 What Is Spatial Ecology? 1.2 The Importance of Space in Ecology 1.3 The Importance of Space in Conservation 1.4 The Growth of Frameworks for Spatial Modeling 1.5 The Path Ahead References Part I Quantifying Spatial Pattern in Ecological Data 2 Scale 2.1 Introduction 2.2 Key Concepts and Approaches 2.2.1 Scale Defined and Clarified 2.2.2 Why Is Spatial Scale Important? 2.2.3 Multiscale and Multilevel Quantitative Problems 2.2.4 Spatial Scale and Study Design 2.3 Examples in R 2.3.1 Packages in R 2.3.2 The Data 2.3.3 A Simple Simulated Example 2.3.4 Multiscale Species Response to Land Cover 2.4 Next Steps and Advanced Issues 2.4.1 Identifying Characteristic Scales Beyond Species–Environment Relationships 2.4.2 Sampling and Scale 2.5 Conclusions References 3 Land-Cover Pattern and Change 3.1 Introduction 3.2 Key Concepts 3.2.1 Land Use Versus Land Cover 3.2.2 Conceptual Models for Land Cover and Habitat Change 3.2.3 Habitat Loss and Fragmentation 3.2.4 Quantifying Land-Cover Pattern 3.3 Examples in R 3.3.1 Packages in R 3.3.2 The Data 3.3.3 Quantifying Land-Cover Variation at Different Scales 3.3.4 Simulating Land Cover: Neutral Landscapes 3.4 Next Steps and Advanced Issues 3.4.1 Testing for Pattern Differences Between Landscapes 3.4.2 Land-Cover Quantification via Image Processing 3.4.3 Categorical Versus Continuous Metrics 3.5 Conclusions References 4 Spatial Dispersion and Point Data 4.1 Introduction 4.2 Key Concepts and Approaches 4.2.1 Characteristics of Point Patterns 4.2.2 Summary Statistics for Point Patterns 4.2.3 Common Statistical Models for Point Patterns 4.3 Examples in R 4.3.1 Packages in R 4.3.2 The Data 4.3.3 Creating Point Pattern Data and Visualizing It 4.3.4 Univariate Point Patterns 4.3.5 Marked Point Patterns 4.3.6 Inhomogeneous Point Processes and Point Process Models 4.3.7 Alternative Null Models 4.3.8 Simulating Point Processes 4.4 Next Steps and Advanced Issues 4.4.1 Space-Time Analysis 4.4.2 Replicated Point Patterns 4.5 Conclusions References 5 Spatial Dependence and Autocorrelation 5.1 Introduction 5.2 Key Concepts and Approaches 5.2.1 The Causes of Spatial Dependence 5.2.2 Why Spatial Dependence Matters 5.2.3 Quantifying Spatial Dependence 5.3 Examples in R 5.3.1 Packages in R 5.3.2 The Data 5.3.3 Correlograms 5.3.4 Variograms 5.3.5 Kriging 5.3.6 Simulating Spatially Autocorrelated Data 5.3.7 Multiscale Analysis 5.4 Next Steps and Advanced Issues 5.4.1 Local Spatial Dependence 5.4.2 Multivariate Spatial Dependence 5.5 Conclusions References 6 Accounting for Spatial Dependence in Ecological Data 6.1 Introduction 6.2 Key Concepts and Approaches 6.2.1 The Problem of Spatial Dependence in Ecology and Conservation 6.2.2 The Generalized Linear Model and Its Extensions 6.2.3 General Types of Spatial Models 6.2.4 Common Models that Account for Spatial Dependence 6.2.5 Inference Versus Prediction 6.3 Examples in R 6.3.1 Packages in R 6.3.2 The Data 6.3.3 Models that Ignore Spatial Dependence 6.3.4 Models that Account for Spatial Dependence 6.4 Next Steps and Advanced Issues 6.4.1 General Bayesian Models for Spatial Dependence 6.4.2 Detection Errors and Spatial Dependence 6.5 Conclusions References Part II Ecological Responses to Spatial Pattern and Conservation 7 Species Distributions 7.1 Introduction 7.2 Key Concepts and Approaches 7.2.1 The Niche Concept 7.2.2 Predicting Distributions or Niches? 7.2.3 Mechanistic Versus Correlative Distribution Models 7.2.4 Data for Correlative Distribution Models 7.2.5 Common Types of Distribution Modeling Techniques 7.2.6 Combining Models: Ensembles 7.2.7 Model Evaluation 7.3 Examples in R 7.3.1 Packages in R 7.3.2 The Data 7.3.3 Prepping the Data for Modeling 7.3.4 Contrasting Models 7.3.5 Interpreting Environmental Relationships 7.3.6 Model Evaluation 7.3.7 Combining Models: Ensembles 7.4 Next Steps and Advanced Issues 7.4.1 Incorporating Dispersal 7.4.2 Integrating Multiple Data Sources 7.4.3 Dynamic Models 7.4.4 Multi-species Models 7.4.5 Sampling Error and Distribution Models 7.5 Conclusions References 8 Space Use and Resource Selection 8.1 Introduction 8.2 Key Concepts and Approaches 8.2.1 Distinguishing Among the Diversity of Habitat-Related Concepts and Terms 8.2.2 Habitat Selection Theory 8.2.3 General Types of Habitat Use and Selection Data 8.2.4 Home Range and Space Use Approaches 8.2.5 Resource Selection Functions at Different Scales 8.3 Examples in R 8.3.1 Packages in R 8.3.2 The Data 8.3.3 Prepping the Data for Modeling 8.3.4 Home Range Analysis 8.3.5 Resource Selection Functions 8.4 Next Steps and Advanced Issues 8.4.1 Mechanistic Models and the Identification of Hidden States 8.4.2 Biotic Interactions 8.4.3 Sampling Error and Resource Selection Models 8.5 Conclusions References 9 Connectivity 9.1 Introduction 9.2 Key Concepts and Approaches 9.2.1 The Multiple Meanings of Connectivity 9.2.2 The Connectivity Concept 9.2.3 Factors Limiting Connectivity 9.2.4 Three Common Perspectives on Quantifying Connectivity 9.3 Examples in R 9.3.1 Packages in R 9.3.2 The Data 9.3.3 Functional Connectivity Among Protected Areas for Florida Panthers 9.3.4 Patch-Based Networks and Graph Theory 9.3.5 Combining Connectivity Mapping with Graph Theory 9.4 Next Steps and Advanced Issues 9.4.1 Connectivity in Space and Time 9.4.2 Individual-Based Models 9.4.3 Diffusion Models 9.4.4 Spatial Capture–Recapture 9.5 Conclusions References 10 Population Dynamics in Space 10.1 Introduction 10.2 Key Concepts and Approaches 10.2.1 Foundational Population Concepts 10.2.2 Spatial Population Concepts 10.2.3 Population Viability Analysis 10.2.4 Common Types of Spatial Population Models 10.3 Examples in R 10.3.1 Packages in R 10.3.2 The Data 10.3.3 Spatial Correlation and Synchrony 10.3.4 Metapopulation Metrics 10.3.5 Estimating Colonization–Extinction Dynamics 10.3.6 Projecting Dynamics 10.3.7 Metapopulation Viability and Environmental Change 10.4 Next Steps and Advanced Issues 10.4.1 Spatial Population Matrix Models 10.4.2 Diffusion and Spatial Dynamics 10.4.3 Agent-Based Models 10.4.4 Integrated Population Models 10.5 Conclusions References 11 Spatially Structured Communities 11.1 Introduction 11.2 Key Concepts and Approaches 11.2.1 Spatial Community Concepts 11.2.2 Common Approaches to Understanding Community–Environment Relationships 11.2.3 Spatial Models for Communities 11.3 Examples in R 11.3.1 Packages in R 11.3.2 The Data 11.3.3 Modeling Communities and Extrapolating in Space 11.3.4 Spatial Dependence in Communities 11.3.5 Community Models with Explicit Accounting for Space 11.4 Next Steps and Advanced Issues 11.4.1 Decomposition of Space–Environment Effects 11.4.2 Accounting for Dependence Among Species 11.4.3 Spatial Networks 11.5 Conclusions References 12 What Have We Learned? Looking Back and Pressing Forward 12.1 The Impact of Spatial Ecology and Conservation 12.2 Looking Forward: Frontiers for Spatial Ecology and Conservation 12.3 Where to Go from Here for Advanced Spatial Modeling? 12.4 Beyond R 12.5 Conclusions References Appendix A: An Introduction to R Index

Note: Contents 1 Artificial Neural Network 1.1 Network Architectures 1.1.1 Multilayer Feedforward Networks 1.1.2 Recurrent Networks 1.2 Perceptrons 1.2.1 Rosenblatt’s Perceptron 1.2.2 Multilayer Perceptron 1.3 Linear Network and Bayes Classifier 1.4 Radial Basis Function Network 1.4.1 Radial Basis Function 1.4.2 Interpolation 1.4.3 Receptive Field 1.5 Generalized Regression Network 1.6 Self-organizing Network 1.6.1 Kohonen Self-organizing Map Network 1.6.2 Learning Vector Quantization Network 1.7 Hopfield Network 1.7.1 Continuous Hopfield Network 1.7.2 Discrete Hopfield Network Further Reading 2 Multivariate Harmonic Analysis 2.1 Fourier Transform 2.2 Discrete Fourier Transform 2.3 Discrete Cosine/Sine Transform 2.3.1 Four Forms of DCTs 2.3.2 Four Forms of DSTs 2.4 Filtering 2.5 Fractional Fourier Transform 2.5.1 Continuous FRFT 2.5.2 Discrete FRFT 2.5.3 Multivariate FRFT 2.6 Space–Frequency Distribution 2.6.1 Multivariate Windowed Fourier Transform 2.6.2 General Form 2.6.3 Popular Distributions 2.7 Multivariate Interpolation 2.7.1 Multivariate Polynomial Interpolation 2.7.2 Schoenberg Interpolation 2.7.3 Micchelli Interpolation 2.7.4 Interpolation on Spheres 2.8 Sparse Approximation 2.8.1 Approximation Kernels 2.8.2 Sparse Schemes 2.8.3 Greedy Algorithm 2.9 Spherical Harmonics 2.9.1 Spherical Harmonic Functions 2.9.2 Invariant Subspace under Fourier Transform 2.10 Harmonic Analysis on General Domains 2.10.1 Symmetric Kernels 2.10.2 Smooth Extensions and Approximation 2.11 Harmonic Analysis on Graphs 2.11.1 The Laplacian of a Graph 2.11.2 Eigenvalues and Eigenfunctions 2.11.3 Fourier Expansions Further Reading 3 Multivariate Wavelets 3.1 Multiresolution Analysis 3.1.1 Structure of MRA 3.1.2 Scaling Functions 3.2 Multivariate Orthogonal Wavelets 3.2.1 Separable Wavelets 3.2.2 Non-separable Wavelets 3.2.3 p-Band Wavelets 3.3 Biorthogonal Wavelets 3.3.1 Univariate Biorthogonal Wavelets 3.3.2 Multivariate Biorthogonal Wavelets 3.3.3 p-Band Biorthogonal Wavelets 3.3.4 Semi-orthogonal Wavelets 3.4 Wavelets on Domains 3.4.1 Continuous Extension 3.4.2 Wavelet Expansion 3.5 Discrete Wavelet Transforms 3.5.1 Discrete Orthogonal Wavelet Transforms 3.5.2 Discrete Biorthogonal Wavelet Transforms 3.5.3 Discrete Biorthogonal Periodic Wavelets Transforms 3.5.4 Discrete Harmonic Wavelet Transforms 3.6 Wavelet Packets 3.6.1 Continuous Wavelet Packets 3.6.2 Discrete Wavelet Packets 3.7 Wavelet Variance 3.7.1 Generalized Wavelet Decomposition 3.7.2 Maximal Overlap Discrete Wavelet Transform 3.7.3 Wavelet Variance 3.8 Significant Tests 3.8.1 Haar Wavelet Analysis 3.8.2 Morlet Wavelet Analysis 3.9 Wavelet Threshold and Shrinkage 3.9.1 Wavelet Threshold 3.9.2 Wavelet Shrinkage 3.9.3 Minimax Estimation 3.9.4 Adaptive Denoising Algorithm 3.10 Shearlets, Bandelets, and Curvelets 3.10.1 Shearlets 3.10.2 Bandelets 3.10.3 Curvelets Further Reading 4 Stochastic Representation and Modeling 4.1 Stochastic Processes 4.1.1 Vector Stochastic Processes 4.1.2 Gaussian, Markov, and Wiener Processes 4.2 Stationarity and Trend Tests 4.2.1 Stationarity Tests 4.2.2 Trend Tests 4.3 Patterns and Classification 4.3.1 Principal Component Analysis 4.3.2 Factor Analysis 4.3.3 Cluster Analysis 4.3.4 Discriminant Analysis 4.3.5 Canonical Correlation Analysis 4.4 Multidimensional Scaling 4.5 Vector ARMA Processes 4.5.1 Vector MA(q) Processes 4.5.2 Vector AR(p) Processes 4.5.3 Vector ARMA(p, q) Processes 4.6 Monte Carlo Methods 4.7 Black–Scholes Models 4.8 Stochastic Optimization Further Reading 5 Multivariate Spectral Analysis 5.1 Power Spectral Density 5.2 Periodogram and Correlogram 5.2.1 Algorithms 5.2.2 Bias Analysis 5.2.3 Variance Analysis 5.3 Blackman–Tukey Method 5.3.1 Blackman–Tukey Estimator 5.3.2 Several Common Windows 5.3.3 Positive Semidefinite Window 5.4 Welch Method 5.5 Multitaper Method 5.6 Maximum Entropy Method 5.7 Rational Spectral Estimation 5.8 Discrete Spectral Estimation 5.9 Vector ARMA Spectrum 5.10 Multichannel Singular Spectrum Analysis Further Reading 6 Climate Modeling 6.1 Greenhouse Gases 6.2 Impacts and Feedback of Climate Change 6.3 Framework of Climate Models 6.3.1 Basic Physical Laws Used in Climate Models 6.3.2 Discretization and Parameterization 6.3.3 The Hierarchy of Climate Models 6.4 Coupled Model Intercomparison Project Further Reading 7 Regional Climate Change 7.1 Middle East and Mediterranean Region 7.1.1 Precipitation 7.1.2 Air Temperature 7.1.3 Climate Modeling 7.1.4 Desert Dust 7.1.5 Water Resources 7.1.6 Soil Temperature 7.2 Asia-Pacific Region 7.2.1 Tibetan Plateau 7.2.2 El Niño–Southern Oscillation 7.2.3 Indian Monsoon 7.2.4 Modeling Sea Surface Temperature 7.3 Arctic Region 7.3.1 Sea Ice 7.3.2 Permafrost Carbon Further Reading 8 Ecosystem and Carbon Cycle 8.1 Terrestrial Ecosystems 8.1.1 Terrestrial Hydrologic Cycle 8.1.2 Photosynthesis 8.1.3 Gross and Net Primary Production 8.1.4 Net Ecosystem Production 8.1.5 Terrestrial Nutrient Cycle 8.2 Ocean Ecosystems 8.2.1 Solubility and Air–Sea Gas Exchange 8.2.2 Oceanic Carbon Sink 8.2.3 Compounds in Seawater 8.2.4 Biogeochemical Cycles Further Reading 9 Paleoclimate Proxies 9.1 Tree-Rings 9.1.1 Field Works 9.1.2 Statistical Analysis 9.2 Ice Cores 9.2.1 Ice and Isotopes 9.2.2 Ice Core Samples 9.3 Speleothems 9.3.1 Oxygen Isotope Ratio 9.3.2 Carbon Isotope Ratio 9.3.3 Hydrogen Isotope Ratio Further Reading 10 Strategies for Climate Change Mitigation 10.1 Assessment Methods and Tools 10.1.1 Data Envelopment Analysis 10.1.2 Risk Assessment 10.1.3 Life Cycle Assessment 10.2 Carbon Emissions Reduction 10.2.1 Industrial Sector 10.2.2 Agriculture Sector 10.2.3 The Building Sector 10.2.4 The Transportation Sector 10.2.5 The Household Sector 10.2.6 Low-Carbon Energy 10.3 Carbon Capture, Transport, Utilization, and Storage 10.3.1 Carbon Capture 10.3.2 Transport of CO2 10.3.3 Geological Storage of CO2 10.3.4 Utilization of CO2 10.4 Geoengineering 10.4.1 Space-Based Geoengineering 10.4.2 Atmosphere-Based Geoenginnering 10.4.3 Land-Based Geoengineering 10.4.4 Ocean-Based Geoengineering 10.4.5 Conclusions Further Reading

Note: Contents Part I Setting the Scene The Anthropocene—What Does It Entail for Science? / Gesche Krause The Role of Knowledge Exchange in Earth System Science—The Earth System Knowledge Platform (ESKP) / Gesche Krause, Ute Münch, Jana Kandarr, Oliver Jorzik and Pia Klinghammer The AWI Approach at the Science-Stakeholder Interface / Gesche Krause, Klaus Grosfeld and Wolfgang Hiller Part II Dialogue Approaches of ESKP Contributions to AWI Knowledge Transfer Regional Awareness on Sea Level Rise Effects—What Do We Know About the South-Eastern North Sea Coast? / Nina Eschweiler, Tobias Dolch and Christian Buschbaum Climate Change and Biodiversity—Implications for the Local Fisheries Sector / Christina Hörterer, Maximilian Schupp, Andreas Benkens and Bela H. Buck Linking Biodiversity Research Communities / Sonja Knapp, Alexandra Kraberg, Stephan Frickenhaus, Stefan Klotz, Oliver Schweiger and Gesche Krause Engaging Forecast Users During the Year of Polar Prediction / Winfried Hoke, Kirstin Werner, Helge Goessling and Thomas Jung Governance of Resources for Arctic Sustainable Policy and Practice (GRASP)—Stakeholder Mapping / Sebastian Knecht, Andreas Herber and Kathrin Stephen Building Bridges at the Arctic Science-Policy Interface / Volker Rachold Part III Data-Products of ESKP Contributions to AWI Knowledge Transfer The Web Portal ‘meereisportal.de’ in Context of ESKP / Klaus Grosfeld, Renate Treffeisen, Jölund Asseng and Georg Heygster Knowledge Transfer by the Global Terrestrial Network for Permafrost (GTN-P) / Boris K. Biskaborn and Hugues Lantuit A Web-Based Information System for Macrobenthic Biodiversity in the German North Sea / Jan M. Holstein Tackling Marine Litter—LITTERBASE / Melanie Bergmann, Mine B. Tekman, Andreas Walter and Lars Gutow Part IV Modelling Approaches of ESKP Contributions to AWI Knowledge Transfer Arctic Sea Ice Change, Large-Scale Atmospheric Circulation Patterns and Extreme Climate and Weather in Europe / Ralf Jaiser and Dörthe Handorf Extending and Visualizing the TsunAWI Simulation Database of the Indonesia Tsunami Early Warning System (InaTEWS) / Antonia Immerz, Sven Harig and Natalja Rakowsky Streamflow Forecasting and Biodiversity / Monica Ionita, Madlene Pfeiffer and Stephan Frickenhaus Part V Pathways to Formalizing Knowledge Transfer Accompanying ESKP Projects—Development of a Process Assessment Strategy Within ESKP@AWI / Gesche Krause and Maximilian Felix Schupp Science and Society—The Time to Interact / Gesche Krause, Klaus Grosfeld and Annette Breckwoldt Erratum to: A Web-Based Information System for Macrobenthic Biodiversity in the German North Sea / Jan M. Holstein

Note: Contents ISOLA Code for Multiple-Point Source Modeling—Review / Jiří Zahradník and Efthimios Sokos Seismic Moment Tensors in Anisotropic Media: A Review / Václav Vavryčuk The Frequency-Domain Moment-Tensor Inversion: Retrieving the Complete Source Moment-Tensor Spectra and Time Histories / Xiaoning Yang, Brian W. Stump and Mason D. Macphail Berkeley Seismic Moment Tensor Method, Uncertainty Analysis, and Study of Non-double-couple Seismic Events / Douglas S. Dreger Estimating Stability and Resolution of Waveform Inversion Focal Mechanisms / S. Scolaro, C. Totaro, D. Presti, Sebastiano D’Amico, G. Neri and B. Orecchio The Method of Cataclastic Analysis of Discontinuous Displacements / Yu. L. Rebetsky and A. Yu. Polets Challenges in Regional Moment Tensor Resolution and Interpretation / Simone Cesca and Sebastian Heimann The Role of Moment Tensors in the Characterization of Hydraulic Stimulations / Ismael Vera Rodriguez, James Rutledge and Sergey Stanchits Constrained Moment Tensors: Source Models and Case Studies / Jan Šílený Seismic Deformation Derived from Moment Tensor Summation: Application Along the Hellenic Trench / Anastasia Kiratzi, Christoforos Benetatos and Filippos Vallianatos Estimation of Empirical Green’s Tensor Spatial Derivative Elements: A Preliminary Study Using Strong Motion Records in Southern Fukui Prefecture, Japan / Michihiro Ohori Retrieval of the Seismic Moment Tensor from Joint Measurements of Translational and Rotational Ground Motions: Sparse Networks and Single Stations / Stefanie Donner, Heiner Igel, Céline Hadziioannou and the Romy group Overview of Moment Tensor Analysis in New Zealand / John Ristau Applications of Moment Tensor Solutions to the Assessment of Earthquake Hazard in Canada / J. F. Cassidy, H. Kao, John Ristau and A. Bent Intraplate Earthquakes in Europe—Source Parameters from Regional Moment Tensor Analysis / Jochen Braunmiller Source Characteristics of the January 8, 2013 (M W = 5.7) and May 24, 2014 (M W = 6.8) North Aegean Earthquakes Sequence / Doğan Kalafat, Kıvanç Kekovalı and Ali Pınar Investigating the Focal Mechanisms of the August 4th, 2003, Mw 7.6, South Orkney Islands Earthquake and its Aftershocks Sequence / M. P. Plasencia Linares, M. Guidarelli, M. Russi and G. F. Panza Waveform Modelling of 2009 Bhutan Earthquake of Magnitude 6.1 (Mw) Using Local Network Data of North East India / Santanu Baruah and Midusmita Boruah Resolving the Tectonic Stress by the Inversion of Earthquake Focal Mechanisms. Application in the Region of Greece. A Tutorial / Ioannis G. Kassaras and Vasilis Kapetanidis Relative Locations of Clustered Earthquakes in the Sea of Marmara and States of Local Stresses in the East of the Central Marmara Basin / Yasemin Korkusuz Öztürk and Nurcan Meral Özel Focal Mechanisms of Earthquakes and Stress Field of the Earth Crust in Azerbaijan / G. J. Yetirmishli and S. E. Kazimova Seismotectonic Crustal Strains of the Mongol-Baikal Seismic Belt from Seismological Data / Alena Seredkina and Valentina Melnikova The Stress State of Seismic Areas of the Central and East Asia / Yu. L. Rebetsky, A. Yu. Polets, O. A. Kuchay and N. A. Sycheva The Significance of Crustal Velocity Model in Moment Tensor Solutions: A Case Study of Yedisu Earthquakes / Fatih Turhan, Musavver Didem Cambaz and Jiří Zahradník An Overview of the Seismicity and Tectonics of the Black Sea / Doğan Kalafat Coulomb Stress Changes in the Area of December 2013–January 2014 Sannio-Matese Seismic Sequence (Southern Italy) / Santanu Baruah and Sebastiano D’Amico Active Faulting in the Earth’s Crust of the Baikal Rift System Based on the Earthquake Focal Mechanisms / Vladimir A. Sankov and Anna A. Dobrynina Quaternary Stress Field and Faulting in the Western Part of the Catanzaro Trough (Calabria, Southern Italy) / F. Brutto, F. Muto, M. F. Loreto, Sebastiano D’Amico, N. De Paola, V. Tripodi and S. Critelli A Seismogenic Zone Model for Seismic Hazard Studies in Northwestern Africa / J. A. Peláez, J. Henares, M. Hamdache and C. Sanz de Galdeano A Trial Modeling of Perturbed Repeating Earthquakes Combined by Mathematical Statics, Numerical Modeling and Seismological Observations / Keisuke Ariyoshi, Shunichi Nomura, Naoki Uchida and Toshihiro Igarashi Getting Started with GMT: An Introduction for Seismologists / Matthew R. Agius Devices for a Rotational Ground Motion Measurement / Leszek R. Jaroszewicz and Anna Kurzych

Note: Contents Part I Solution of Nonlinear Systems 1 Solution of Algebraic Polynomial Systems 1.1 Zeros of Polynomial Systems 1.2 Resultant Methods 1.2.1 Sylvester Resultant 1.2.2 Dixon Resultant 1.3 Gröbner Basis 1.3.1 Greatest Common Divisor of Polynomials 1.3.2 Reduced Gröbner Basis 1.3.3 Polynomials with Inexact Coefficients 1.4 Using Dixon-EDF for Symbolic Solution of Polynomial Systems 1.4.1 Explanation of Dixon-EDF 1.4.2 Distance from a Point to a Standard Ellipsoid 1.4.3 Distance from a Point to Any 3D Conic 1.4.4 Pose Estimation 1.4.5 How to Run Dixon-EDF 1.5 Applications 1.5.1 Common Points of Geometrical Objects 1.5.2 Nonlinear Heat Transfer 1.5.3 Helmert Transformation 1.6 Exercises 1.6.1 Solving a System with Different Techniques 1.6.2 Planar Ranging 1.6.3 3D Resection 1.6.4 Pose Estimation References 2 Homotopy Solution of Nonlinear Systems 2.1 The Concept of Homotopy 2.2 Solving Nonlinear Equation via Homotopy 2.3 Tracing Homotopy Path as Initial Value Problem 2.4 Types of Linear Homotopy 2.4.1 General Linear Homotopy 2.4.2 Fixed-Point Homotopy 2.4.3 Newton Homotopy 2.4.4 Affine Homotopy 2.4.5 Mixed Homotopy 2.5 Regularization of the Homotopy Function 2.6 Start System in Case of Algebraic Polynomial Systems 2.7 Homotopy Methods in Mathematica 2.8 Parallel Computation 2.9 General Nonlinear System 2.10 Nonlinear Homotopy 2.10.1 Quadratic Bezier Homotopy Function 2.10.2 Implementation in Mathematica 2.10.3 Comparing Linear and Quadratic Homotopy 2.11 Applications 2.11.1 Nonlinear Heat Conduction 2.11.2 Local Coordinates via GNSS 2.12 Exercises 2.12.1 GNSS Positioning N-Point Problem References 3 Overdetermined and Underdetermined Systems 3.1 Concept of the Over and Underdetermined Systems 3.1.1 Overdetermined Systems 3.1.2 Underdetermined Systems 3.2 Gauss–Jacobi Combinatorial Solution 3.3 Gauss–Jacobi Solution in Case of Nonlinear Systems 3.4 Transforming Overdetermined System into a Determined System 3.5 Extended Newton–Raphson Method 3.6 Solution of Underdetermined Systems 3.6.1 Direct Minimization 3.6.2 Method of Lagrange Multipliers 3.6.3 Method of Penalty Function 3.6.4 Extended Newton–Raphson 3.7 Applications 3.7.1 Geodetic Application—The Minimum Distance Problem 3.7.2 Global Navigation Satellite System (GNSS) Application 3.7.3 Geometric Application 3.8 Exercises 3.8.1 Solution of Overdetermined System 3.8.2 Solution of Underdetermined System Part II Optimization of Systems 4 Simulated Annealing 4.1 Metropolis Algorithm 4.2 Realization of the Metropolis Algorithm 4.2.1 Representation of a State 4.2.2 The Free Energy of a State 4.2.3 Perturbation of a State 4.2.4 Accepting a New State 4.2.5 Implementation of the Algorithm 4.3 Algorithm of the Simulated Annealing 4.4 Implementation of the Algorithm 4.5 Application to Computing Minimum of a Real Function 4.6 Generalization of the Algorithm 4.7 Applications 4.7.1 A Packing Problem 4.7.2 The Traveling Salesman Problem 4.8 Exercise 5 Genetic Algorithms 5.1 The Genetic Evolution Concept 5.2 Mutation of the Best Individual 5.3 Solving a Puzzle 5.4 Application to a Real Function 5.5 Employing Sexual Reproduction 5.5.1 Selection of Parents 5.5.2 Sexual Reproduction: Crossover and Mutation 5.6 The Basic Genetic Algorithm (BGA) 5.7 Applications 5.7.1 Nonlinear Parameter Estimation 5.7.2 Packing Spheres with Different Sizes 5.7.3 Finding All the Real Solutions of a Non-algebraic System 5.8 Exercises 5.8.1 Foxhole Problem References 6 Particle Swarm Optimization 6.1 The Concept of Social Behavior of Groups of Animals 6.2 Basic Algorithm 6.3 The Pseudo Code of the Algorithm 6.4 Applications 6.4.1 1D Example 6.4.2 2D Example 6.4.3 Solution of Nonlinear Non-algebraic System 6.5 Exercise Reference 7 Integer Programming 7.1 Integer Problem 7.2 Discrete Value Problems 7.3 Simple Logical Conditions 7.4 Some Typical Problems of Binary Programming 7.4.1 Knapsack Problem 7.4.2 Nonlinear Knapsack Problem 7.4.3 Set-Covering Problem 7.5 Solution Methods 7.5.1 Binary Countdown Method 7.5.2 Branch and Bound Method 7.6 Mixed–Integer Programming 7.7 Applications 7.7.1 Integer Least Squares 7.7.2 Optimal Number of Oil Wells 7.8 Exercises 7.8.1 Study of Mixed Integer Programming 7.8.2 Mixed Integer Least Square References 8 Multiobjective Optimization 8.1 Concept of Multiobjective Problem 8.1.1 Problem Definition 8.1.2 Interpretation of the Solution 8.2 Pareto Optimum 8.2.1 Nonlinear Problems 8.2.2 Pareto-Front and Pareto-Set 8.3 Computation of Pareto Optimum 8.3.1 Pareto Filter 8.3.2 Reducing the Problem to the Case of a Single Objective 8.3.3 Weighted Objective Functions 8.3.4 Ideal Point in the Function Space 8.3.5 Pareto Balanced Optimum 8.3.6 Non-convex Pareto-Front 8.4 Employing Genetic Algorithms 8.5 Application 8.5.1 Nonlinear Gauss-Helmert Model 8.6 Exercise References Part III Approximation of Functions and Data 9 Approximation with Radial Bases Functions 9.1 Basic Idea of RBF Interpolation 9.2 Positive Definite RBF Function 9.3 Compactly Supported Functions 9.4 Some Positive Definite RBF Function 9.4.1 Laguerre-Gauss Function 9.4.2 Generalized Multi-quadratic RBF 9.4.3 Wendland Function 9.4.4 Buchmann-Type RBF 9.5 Generic Derivatives of RBF Functions 9.6 Least Squares Approximation with RBF 9.7 Applications 9.7.1 Image Compression 9.7.2 RBF Collocation Solution of Partial Differential Equation 9.8 Exercise 9.8.1 Nonlinear Heat Transfer References 10 Support Vector Machines (SVM) 10.1 Concept of Machine Learning 10.2 Optimal Hyperplane Classifier 10.2.1 Linear Separability 10.2.2 Computation of the Optimal Parameters 10.2.3 Dual Optimization Problem 10.3 Nonlinear Separability 10.4 Feature Spaces and Kernels 10.5 Application of the Algorithm 10.5.1 Computation Step by Step 10.5.2 Implementation of the Algorithm 10.6 Two Nonlinear Test Problems 10.6.1 Learning a Chess Board 10.6.2 Two Intertwined Spirals 10.7 Concept of SVM Regression 10.7.1 e-Insensitive Loss Function 10.7.2 Concept of the Support Vector Machine Regression (SVMR) 10.7.3 The Algorithm of the SVMR 10.8 Employing Different Kernels 10.8.1 Gaussian Kernel 10.8.2 Polynomial Kernel 10.8.3 Wavelet Kernel 10.8.4 Universal Fourier Kernel 10.9 Applications 10.9.1 Image Classification 10.9.2 Maximum Flooding Level 10.10 Exercise 10.10.1 Noise Filtration References 11 Symbolic Regression 11.1 Concept of Symbolic Regression 11.2 Problem of Kepler 11.2.1 Polynomial Regression 11.2.2 Neural Network 11.2.3 Support Vector Machine Regression 11.2.4 RBF Interpolation 11.2.5 Random Models 11.2.6 Symbolic Regression 11.3 Applications 11.3.1 Correcting Gravimetric Geoid Using GPS Ellipsoidal Heights 11.3.2 Geometric Transformation 11.4 Exercise 11.4.1 Bremerton Data References 12 Quantile Regression 12.1 Problems with the Ordinary Least Squares 12.1.1 Correlation Height and Age 12.1.2 Engel’s Problem 12.2 Concept of Quantile 12.2.1 Quantile as a Generalization of Median 12.2.2 Quantile for Probability Distributions 12.3 Linear Quantile Regression 12.3.1 Ordinary Least Square (OLS) 12.3.2 Median Regression (MR) 12.3.3 Quantile Regression (QR) 12.4 Computing Quantile Regression 12.4.1 Quantile Regression via Linear Programming 12.4.2 Boscovich’s Problem 12.4.3 Extension to Linear Combination of Nonlinear Functions 12.4.4 B-Spline Application 12.5 Applications 12.5.1 Separate Outliers in Cloud Points 12.5.2 Modelling Time-Series 12.6 Exercise 12.6.1 Regression of Implicit-Functions References 13 Robust Regression 13.1 Basic Methods in Robust Regression 13.1.1 Concept of Robust Regression 13.1.2 Maximum Likelihood Method 13.1.3 Danish Algorithm 13.1.4 Danish Algorithm with PCA 13.1.5 RANSAC Algorithm 13.2 Application Examples 13.2.1 Fitting a Sphere to Point Cloud Data 13.2.2 Fitting a Cylinder 13.3 Problem 13.3.1 Fitting a Plane to a Slope References 14 Stochastic Modeling 14.1 Basic Stochastic Processes 14.1.1 Concept of Stochastic Processes 14.1.2 Examples for Stochastic Processes 14.1.3 Features of Stochastic Processes 14.2 Time Series 14.2.1 Concept of Time

Note: Contents 1 Curves, Maps and Hotspots: The Diversity and Distribution of Araneomorph Spiders in the Neotropics / Adalberto J. Santos, Antonio D. Brescovit, Márcia de Oliveira-Tomasi, Philip Russo, and Ubirajara Oliveira 2 Behavior and Biology of Mygalomorphae / Fernando Pérez-Miles and Carlos Perafán 3 Neotropical Arachnological Collections: Basic Tools for the Development of Spider Research / Antonio D. Brescovit, Oscar Francke, Álvaro Laborda, Griselda Montiel Parra, Cristina Scioscia, Miguel Simó, and Carlos Víquez Núñez 4 Habitat Selection and Dispersal / Dinesh Rao 5 Dispersal Strategies, Genetic Diversity, and Distribution of Two Wolf Spiders (Araneae, Lycosidae): Potential Bio-Indicators of Ecosystem Health of Coastal Dune Habitats of South America / Leticia Bidegaray-Batista, Miquel Arnedo, Ana Carlozzi, Carolina Jorge, Patricio Pliscoff, Rodrigo Postiglioni, Miguel Simó, and Anita Aisenberg 6 Webs: Diversity, Structure and Function / Sean J. Blamires, Shichang Zhang, and I-Min Tso 7 Spider–Plant Interactions: An Ecological Approach / João Vasconcellos-Neto, Yuri Fanchini Messas, Hebert da Silva Souza, German Antonio Villanueva-Bonila, and Gustavo Quevedo Romero 8 Spiders as Plant Partners: Complementing Ant Services to Plants with Extrafloral Nectaries / Kleber Del-Claro, Vanessa Stefani, Larissa Nahas, and Helena Maura Torezan-Silingardi 9 Foraging Strategies of Cursorial and Ambush Spiders / Rodrigo H. Willemart and Mariángeles Lacava 10 Trophic Niches and Trophic Adaptations of Prey-Specialized Spiders from the Neotropics: A Guide / Stano Pekár, Luis Fernando García, and Carmen Viera 11 Spiders Associated with Agroecosystems: Roles and Perspectives / Marco Antonio Benamú, Mariángeles Lacava, Luis Fernando García, Martín Santana, and Carmen Viera 12 Sexual Selection in Neotropical Spiders: Examples from Selected Groups / Luiz Ernesto Costa-Schmidt, María José Albo, Fedra Bollatti, Franco Cargnelutti, Lucía Calbacho-Rosa, Sofía Copperi, Nelson Ferretti, Matías Izquierdo, and Alfredo V. Peretti 13 Parental Care and Sociality / Carmen Viera and Ingi Agnarsson 14 Plasticity and Cognition in Spiders / Hilton F. Japyassú 15 Anti-Predator Strategies / Felipe M. Gawryszewski 16 Host Behavioural Manipulation of Spiders by Ichneumonid Wasps / Marcelo O. Gonzaga, Thiago G. Kloss, and Jober F. Sobczak

Note: Contents Volume 1 Part I Natural Science Basics 1 Introduction into Physical Oceanography / Rebecca Hummels 2 Ecological Organization of the Sea / Birte Matthiessen, Franziska Julie Werner, and Matthias Paulsen 3 Marine Ecosystem Services / Markus Salomon and Henriette Dahms Part II Impacts of Sectoral Marine Activities 4 Impact of Fishing Activities on Marine Life / Gerd Kraus and Rabea Diekmann 5 Mariculture / Thomas A. Wilding, Kenneth D. Black, Steven Benjamins, and Iona Campbell 6 Shipping / Alan Simcock 7 Impacts of Coastal Developments on Ecosystems / Christian Winter 8 Offshore Oil and Gas Production and Transportation / Stanislav Patin 9 Exploitation of Offshore Wind Energy / Jens Lüdeke 10 Dredging for Navigation, for Environmental Cleanup, and for Sand/Aggregates / Craig Vogt, Eugene Peck, and Gregory Hartman 11 Environmental Risks of Deep-sea Mining / Philip P. E. Weaver, David S. M. Billett, and Cindy L. Van Dover 12 Dumped Chemical Weapons / Jacek Bełdowski 13 Marine Climate Engineering / David P. Keller Part III Impacts of Land-Based Activities 14 Agriculture / Oene Oenema, Qian Liu, and Jingmeng Wang 15 Land-Based Industries / Elisabeth Schmid 16 Land-Based Wastewater Management / Stephan Koester 17 Tourism / Alan Simcock Part IV Pollution from Diffuse Sources 18 Climate Change: Warming Impacts on Marine Biodiversity / Helmut Hillebrand, Thomas Brey, Julian Gutt, Wilhelm Hagen, Katja Metfies, Bettina Meyer, and Aleksandra Lewandowska 19 Ocean Acidification / Peter Thor and Sam Dupont 20 Pollution with Hazardous Substances / Katja Broeg and Norbert Theobald 21 Pollution with Radioactive Substances / Hartmut Nies 22 Eutrophication / Justus E. E. van Beusekom 23 Marine Litter / Stefanie Werner and Aleke Stöfen O’Brien 24 Input of Energy/Underwater Sound / Olaf Boebel, Elke Burkhardt, and Ilse van Opzeeland 25 Introduction of Non-indigenous Species / Ralph Kuhlenkamp and Britta Kind Volume 2 Part V Social Drivers, Developments, and Perspectives of Increasing Ocean Uses 26 A Short History of the Use of Seas and Oceans / Sunhild Kleingärtner 27 Factors Behind Increasing Ocean Use: The IPAT Equation and the Marine Environment / Troels J. Hegland Part VI General Aspects of Management and Governance of Human Activities 28 Challenges and Foundations of Sustainable Ocean Governance / Till Markus 29 Institutional Framework for Marine Environmental Governance / Pradeep Singh 30 International Principles of Marine Environmental Protection / Gerd Winter 31 Overview of Management Strategies and Instruments / Carolin Kieß 32 Future Prospects of Marine Environmental Governance / Pradeep Singh and Aline Jaeckel Part VII Traditional Marine Management Topics 33 The International Legal Framework for Conservation and Management of Fisheries and Marine Mammals / Andrew Serdy 34 Aqua- and Mariculture Management: A Holistic Perspective on Best Practices / Marc H. Taylor and Lotta C. Kluger 35 Offshore Oil and Gas Exploitation / Henning Jessen 36 Sustainable Shipping / Ciarán McCarthy and Bénédicte Sage-Fuller 37 Management of Hazardous Substances in the Marine Environment / Mikael Karlsson and Michael Gilek 38 Origin and Management of Radioactive Substances in the Marine Environment / Hartmut Nies 39 Waste/Litter and Sewage Management / Aleke Stöfen-O’Brien and Stefanie Werner 40 Coastal and Ocean Tourism / Stefan Gössling, C. Michael Hall, and Daniel Scott Part VIII Emerging Management Topics 41 The Greening of Ports / Bénédicte Sage-Fuller 42 Offshore Windfarms / Greg Severinsen 43 Wave and Tidal Energy / Kate Johnson and Sandy Kerr 44 Deep-Seabed Mining / Philomene Verlaan 45 Marine Biodiversity: Opportunities for Global Governance and Management Coherence / Daniela Diz 46 Marine Protected Areas: Global Framework, Regional MPA Networks and a National Example / Henning von Nordheim 47 Marine Environmental Protection and Climate Change / Birgit Peters 48 Management of Non-indigenous Species and Invasive Alien Species / Wolfgang Köck and Bjørn-Oliver Magsig 49 Integrating Sectoral Ocean Policies / Markus Salomon and Miriam Dross 50 Marine Scientific Research / Anna-Maria Hubert 51 An Emerging Environmental Issue: Marine Discharge of Mine Tailings / Craig Vogt and Jens Skei 52 Managing and Regulating Underwater Noise Pollution / Till Markus and Pedro Pablo Silva Sánchez 53 Marine Geo-Engineering / Harald Ginzky 54 Marine Spatial Planning / Mathias Schubert

Note: Contents: Part 1: Introduction ; 1 Understanding Change Through the Lens of Resilience ; Part 2: Recognizing Vulnerability ; 2 Japan After March 11th 2011: Between Swift Reconstruction and Sustainable Restructuring ; 3 Climate Change Vulnerability of Olive Oil Groves in Dry Areas of Tunisia: Case Study in the Governorate of Médenine ; 4 The Vehicle Transportation Problem in the Megacity São Paulo (Brazil) ; 5 Disasters and Their Impacts on Air Quality in the Human Living Environment ; 6 Vulnerability of Pastoral Social-Ecological Systems in Mongolia ; Part 3: Awareness and Preparedness for Change ; 7 The Importance of Information Availability for Climate Change Preparedness in the Cultural Heritage Sector: A Comparison Between the UK and Japan ; 8 Anticipating Environmental Change in Development Planning for the Archipelago of Indonesia ; 9 Institutional and Technical Innovation in Pakistan for Resilience to Extreme Climate Events ; 10 Development of an International Institutional Framework for Climate Adaptation and Practice in Adaptation Planning in Developing Countries ; 11 Mainstreaming Climate Change Adaptation Products and Services by Japanese Companies with Base-of-the-Economic-Pyramid (BoP) Businesses ; 12 Systems Established for Reconstruction After the Great East Japan Earthquake, and the Current Situation on the Ground ; Part 4: Tools and Methods for Building Resiliency ; 13 Developing an ICT-Based Toolbox for Resilient Capacity Building: Challenges, Obstacles and Approaches ; 14 Development of Tools to Assess Vulnerability to Climate Change in South Asia ; 15 Development Plan as a Tool to Improve the Disaster Resilience of Urban Areas ; 16 Swarm Planning—Developing a Tool for Innovative Resilience Planning ; Part 5: Transformation from Disaster and Crisis ; 17 Green Infrastructure in Reconstruction After the 2011 Earthquake and Tsunami: A Case Study of Historical Change on Awaji Island in Japan ; 18 The Long Term Economic Value of Holistic Ecological Planning for Disaster Risk ; 19 Disaster Response and Public Consultation in Cleaning Up Radioactive Contamination of the Environment ; 20 Building Resilience in Africa Through Transformation and a Green Economy: Challenges and Opportunities ; Part 6: Building Resiliency with Community ; 21 Community Based Environmental Design: Empowering Local Expertise in Design Charrettes ; 22 Solar-Based Decentralized Energy Solution - A Case of Entrepreneur Based Model from Rural India ; 23 The Importance of Social Capital in Building Community Resilience ; 24 The Veneer House Experience: The Role of Architects in Recovering Community After Disaster ; Part 7: Conclusion ; 25 Understanding Resilience Through the Lens of Change

Note: Contents Volume 1 Part I Natural Science Basics 1 Introduction into Physical Oceanography / Rebecca Hummels 2 Ecological Organization of the Sea / Birte Matthiessen, Franziska Julie Werner, and Matthias Paulsen 3 Marine Ecosystem Services / Markus Salomon and Henriette Dahms Part II Impacts of Sectoral Marine Activities 4 Impact of Fishing Activities on Marine Life / Gerd Kraus and Rabea Diekmann 5 Mariculture / Thomas A. Wilding, Kenneth D. Black, Steven Benjamins, and Iona Campbell 6 Shipping / Alan Simcock 7 Impacts of Coastal Developments on Ecosystems / Christian Winter 8 Offshore Oil and Gas Production and Transportation / Stanislav Patin 9 Exploitation of Offshore Wind Energy / Jens Lüdeke 10 Dredging for Navigation, for Environmental Cleanup, and for Sand/Aggregates / Craig Vogt, Eugene Peck, and Gregory Hartman 11 Environmental Risks of Deep-sea Mining / Philip P. E. Weaver, David S. M. Billett, and Cindy L. Van Dover 12 Dumped Chemical Weapons / Jacek Bełdowski 13 Marine Climate Engineering / David P. Keller Part III Impacts of Land-Based Activities 14 Agriculture / Oene Oenema, Qian Liu, and Jingmeng Wang 15 Land-Based Industries / Elisabeth Schmid 16 Land-Based Wastewater Management / Stephan Koester 17 Tourism / Alan Simcock Part IV Pollution from Diffuse Sources 18 Climate Change: Warming Impacts on Marine Biodiversity / Helmut Hillebrand, Thomas Brey, Julian Gutt, Wilhelm Hagen, Katja Metfies, Bettina Meyer, and Aleksandra Lewandowska 19 Ocean Acidification / Peter Thor and Sam Dupont 20 Pollution with Hazardous Substances / Katja Broeg and Norbert Theobald 21 Pollution with Radioactive Substances / Hartmut Nies 22 Eutrophication / Justus E. E. van Beusekom 23 Marine Litter / Stefanie Werner and Aleke Stöfen O’Brien 24 Input of Energy/Underwater Sound / Olaf Boebel, Elke Burkhardt, and Ilse van Opzeeland 25 Introduction of Non-indigenous Species / Ralph Kuhlenkamp and Britta Kind

Note: Contents: Introduction ; Horizontal Policies: General Aspects ; The Circulation of the Model of Sustainable Development: Tracing the Path in a Comparative Law Perspective ; 3-D Sustainability and Its Contribution to Governance Assessment in Legal Terms: Examples and Perspectives ; Sustainability—A Long, Hard Road ; Horizontal Policies: Human and Intellectual Property Rights ; Environmental Sustainability as a Human Right ; Ensuring Access to Safe Drinking Water as an Imperative of Sustainable Development ; Ensuring a Sustainable Future Through Recognizing and Protecting Indigenous Ecological Knowledge ; Horizontal policies: Communication and Social Enterprise Governance ; Framing New Environmental Cultures for Sustainability. Communication and Sensemaking in Three Intractable Multiparty Conflicts in the EbreBiosfera, Spain ; An Empirical Investigation of Supportive Legal Frameworks for Social Enterprises in Belgium: A Cross-Sectoral Comparison of Case Studies Concerning Social Enterprises in the Social Housing, Finance and Energy Sector ; Horizontal Policies: Public Participation ; Judicial Control Over Acts of Administrative Omission: Environmental Rule of Law and Recent Case Law in Japan ; Examining the Resilience of Public Participation Structures for Sustainable Mining in the Philippines ; Public Participation and Constitutional Impediments to Sustainable Development in Nigeria ; Horizontal Policies: Assessment Tools ; A Global Conceptual Framework for Categorizing Environmental Change Based on Property Rights and Compensation ; Prioritising the Environment in Sustainable Development: Lessons from Australian Environmental Impact Assessment ; Reframing Sustainability in Taiwan: Legal Challenges and Opportunities ; Sectorial Policies: Forest and Water Management ; A Legal Butterfly Effect: Unexpected Twists and Turns of the Law in Costa Rica’s Payment for Ecosystem Services Program ; From River Basins to Landscapes—Holistic Legal Constructs and Their Differentiation ; Coherence Issues Between Climate, Energy and Water in the Case of European Hydropower: Can We Have It All? ; Sectorial Policies: Renewable Energy ; Generating Renewable Energy for the Material Realization of Sustainable Development: What Do We Need from Multilateral Cooperation, the Climate Change and the International Trade Regimes? ; The Fair and Equitable Treatment Standard and the Revocation of Feed in Tariffs—Foreign Renewable Energy Investments in Crisis-Struck Spain ; Horizontal and Vertical Integration of Sustainability into Policymaking, Planning and Implementation of Renewable Energy Projects—The New Zealand Model ; Tackling Climate Change Through the Elimination of Trade Barriers for Low-Carbon Goods: Multilateral, Plurilateral and Regional Approaches ; Sectorial Policies: Cities, Waste and Material Management ; Environmental Integration in China’s Eco-city Development—From an Institutional Perspective ; Identifying the Interaction Between Landfill Taxes and NIMBY. A Simulation for Flanders (Belgium) Using a Dynamic Optimization Model ; Pressing Forward—Developments in the Transition Towards Sustainable Materials Management in EU Environmental Law ; Sectorial Policies: Biodiversity, Nature Conservation, Oceans and Spatial Planning ; Sustainable Development: New Thoughts, New Policy, New Law? ; Sustainable Development of the Oceans: Closing the Gaps in the International Legal Framework ; Knowledge in Sustainable Resource Management in Australia ; Sectorial Policies: Agriculture and Rural Policy ; The Sustainable Use of Biodiversity and Its Implications in Agriculture: The Agroforestry Case in the Brazilian Legal Framework ; Next Generation Rural Natural Resource Governance: A Careful Diagnosis ; Conclusions

Note: SECTION 4 Validation: Chapter 25. The IPWG satellite precipitation validation effort -- Chapter 26. The GPM Ground Validation Program -- Chapter 27. The GPM DPR Validation Program -- Chapter 28. Error and uncertainty characterization -- Chapter 29. Multiscale evaluation of satellite precipitation products: Effective resolution of IMERG -- Chapter 30. Remote sensing of orographic precipitation -- Chapter 31. Integrated multi-satellite evaluation for the Global Precipitation Measurement: Impact of precipitation types on spaceborne precipitation estimation -- Chapter 32. Hydrologic validation and flood analysis -- Chapter 33. Global-scale evaluation of 22 precipitation datasets using gauge observations and hydrological modeling -- Chapter 34. OceanRAIN – The global ocean surface-reference dataset for characterization, validation and evaluation of the water cycle -- SECTION 5 Observed Characteristics of Precipitation: Chapter 35. GPCP and the global characteristics of precipitation -- Chapter 36. Global snowfall detection and measurement -- Chapter 37. Snowfall detection by spaceborne radars -- Chapter 38. On the duration and lifecyle of precipitation systems in the tropics -- Chapter 39. Observational characteristics of warm-type heavy rainfall -- Chapter 40. Satellite precipitation measurement and extreme rainfall -- Chapter 41. Rainfall trends in East Africa from an ensemble of IR-based satellite products -- Chapter 42. Heavy precipitation systems in the Mediterranean area: The role of GPM -- Chapter 43. Dryland precipitation climatology from satellite observations -- Chapter 44. Haifall detection -- Chapter 45. Improving high-latitude and cold region precipitation analysis -- Chapter 46. Latent heating retrievals from satellite observations -- SECTION 6 Applications: Chapter 47. Operational applications of Global Precipitation Measurement observations -- Chapter 48. Assimilation of precipitation observations from space into numerical weather prediction (NWP) -- Chapter 49. Precipitation ensemble data assimilation in NWP models -- Chapter 50. PERSIANN-CDR for hydrology and hydro-climatic applications -- Chapter 51. Soil moisture and precipitation: The SM2RAIN algorithm for rainfall retrieval from satellite soil moisture -- Chapter 52. Drought risk management using satellite-based rainfall estimates -- Chapter 53. Two decades of urban hydroclimatological studies have yielded discovery and societal benefits -- Chapter 54. Validation of climate models -- Chapter 55. Extreme precipitation in the Himalayan landslide hotspot -- Chapter 56. The value of satellite rainfall estimates in agriculture and food security -- Chapter 57. Using satellite estimates of precipitation for fire danger rating -- Chapter 58. Variability of satellite sea surface salinity under rainfall.

Note: Contents 1 Slow Viscous Flow 1.1 Introduction 1.2 Coordinate Systems and the Material Derivative 1.2.1 Eulerian and Lagrangian Coordinates 1.2.2 The Material Derivative 1.3 Mass Conservation 1.4 The Stress Tensor and Momentum Conservation 1.4.1 The Stress Tensor 1.4.2 Momentum Conservation 1.4.3 Rheology 1.4.4 The Navier-Stokes Equations 1.4.5 Stokes Flow 1.5 Boundary Conditions 1.5.1 The No-Slip Condition and the Sliding Law 1.5.2 Dynamic Boundary Conditions 1.5.3 Kinematic Boundary Conditions 1.6 Temperature and Energy Conservation 1.7 Glacier and Ice Sheet Flow 1.8 Examples 1.8.1 Uniform Flow on a Slope 1.8.2 Spreading Flow at an Ice Divide 1.8.3 Small-Amplitude Perturbations 1.9 The Shallow Ice Approximation 1.10 Conclusions and Outlook 1.11 Appendix: Non-dimensionalisation Exercises 2 Thermal Structure 2.1 Temperature Profiles 2.2 Boundary Conditions 2.2.1 The Thermal Near-Surface Wave 2.3 Models: Simple to Complicated 2.4 Basal Conditions 2.4.1 Polythermal Ice 2.5 Modelling Issues 2.5.1 Non-dimensionalisation 2.5.2 Thermomechanical Coupling 2.5.3 Thermal Runaway Exercises 3 Sliding, Drainage and Subglacial Geomorphology 3.1 Introduction 3.2 Sliding Over Hard Beds 3.2.1 Weertman Sliding 3.2.2 Nye-Kamb Theory 3.2.3 Sub-temperate Sliding 3.2.4 Nonlinear Sliding Laws 3.2.5 Cavitation 3.2.6 Comparison with Experiment 3.3 Subglacial Drainage Theory 3.3.1 Weertman Films 3.3.2 Röthlisberger Channels (or ‘R-Channels’) 3.3.3 Jökulhlaups 3.3.4 Subglacial Lakes 3.3.5 Linked Cavities 3.3.6 Drainage Transitions and Glacier Surges 3.3.7 Ongoing Developments 3.4 Basal Processes and Geomorphology 3.4.1 Soft Glacier Beds 3.4.2 Drainage Over Till 3.4.3 Geomorphological Processes Exercises 4 Tidewater Glaciers 4.1 Introduction 4.2 Calving 4.3 Tidewater Glacier Dynamics 4.3.1 Tidewater Glacier Retreat and Instability 4.3.2 Tidewater Glacier Advance 4.3.3 Flow Variability of Tidewater Glaciers 4.4 The Link to Climate: Triggers for Retreat 4.4.1 Ice Shelf Collapse and Backstress 4.4.2 Grounded Calving Fronts 4.5 Outlook 5 Interaction of Ice Shelves with the Ocean 5.1 Introduction 5.2 Impact of Melting Ice on the Ocean 5.3 Processes at the Ice-Ocean Interface 5.4 Buoyancy-Driven Flow on Geophysical Scales 5.5 Sensitivity to Ocean Temperature 5.6 Impact of Meltwater Outflow at the Grounding Line 5.7 Fundamentals of the Three-Dimensional Ocean Circulation 5.8 Some Properties and Limitations of the Geostrophic Equations 5.9 Effects of Stratification 5.10 Three-Dimensional Circulation in Sub-Ice-Shelf Cavities Exercises 6 Polar Meteorology 6.1 Introduction 6.2 Shortwave and Longwave Radiation 6.3 Radiation Climate at the Top of the Atmosphere 6.4 Large Scale Circulation 6.5 Surface Energy Balance 6.5.1 Shortwave Radiation 6.5.2 Surface Albedo 6.5.3 Longwave Radiation 6.5.4 Turbulent Fluxes 6.6 Temperature Inversion and Katabatic Winds 6.6.1 Surface Temperature Inversion and Deficit 6.6.2 Katabatic Winds 6.7 Precipitation 6.8 Notes and References Exercises 7 Mass Balance 7.1 Introduction 7.2 Definitions 7.3 Methods 7.3.1 In Situ Observations 7.3.2 Satellite/Airborne Altimetry 7.3.3 Satellite Gravimetry 7.3.4 Mass Budget Method 7.4 Valley Glaciers and Ice Caps 7.4.1 In Situ Observations 7.4.2 Modelling 7.4.3 Dynamical Response 7.4.4 Remote Sensing 7.5 Antarctic Ice Sheet 7.5.1 Spatial SSMB Variability 7.5.2 Blue Ice Areas 7.5.3 Temporal SSMB Variability 7.6 Greenland Ice Sheet 7.6.1 Spatial SSMB Variability 7.6.2 Temporal SSMB Variability 7.6.3 Role of the Liquid Water Balance 8 Numerical Modelling of Ice Sheets, Streams, and Shelves 8.1 Introduction 8.2 Ice Flow Equations 8.2.1 The Shallow Ice Approximation 8.2.2 Analogy with the Heat Equation 8.3 Finite Difference Numerics 8.3.1 Explicit Scheme for the Heat Equation 8.3.2 A First Implemented Scheme 8.3.3 Stability Criteria and Adaptive Time Stepping 8.3.4 Implicit Schemes 8.3.5 Numerical Solution of Diffusion Equations 8.4 Numerically Solving the SIA 8.5 Exact Solutions and Verification 8.5.1 Exact Solution of the Heat Equation 8.5.2 Halfar’s Exact Similarity Solution to the SIA 8.5.3 Using Halfar’s Solution 8.5.4 A Test of Robustness 8.6 Applying Our Numerical Ice Sheet Model 8.7 Shelves and Streams 8.7.1 The Shallow Shelf Approximation (SSA) 8.7.2 Numerical Solution of the SSA 8.7.3 Numerics of the Linear Boundary Value Problem 8.7.4 Solving the Stress Balance for an Ice Shelf 8.7.5 Realistic Ice Shelf Modelling 8.8 A Summary of Numerical Ice Flow Modelling 8.9 Notes Exercises 9 Least-Squares Data Inversion in Glaciology 9.1 Preamble 9.2 Introduction 9.3 The Roots of GPS in Glaciology 9.4 Introduction to GPS 9.4.1 History 9.4.2 Coarse Acquisition (C/A) Code 9.5 The Equations of Pseudorange 9.6 Least-Squares Solution of an Overdetermined System of Linear Equations 9.7 Observational Techniques to Improve GPS Accuracy 9.7.1 The Ionosphere-Free Combination 9.7.2 Carrier-Phase Determined Range and Integer Wavelength Ambiguity 9.7.3 Resolving Range Ambiguity by Phase Tracking 9.7.4 Differential GPS Exercises 10 Analytical Models of Ice Sheets and Ice Shelves 10.1 Introduction 10.2 Perfectly-Plastic Ice Sheet Model 10.3 The Height–Mass Balance Feedback 10.4 Ice-Sheet Profile for Plane Shear with Glen’s Law 10.5 Ice Shelves Exercise 11 Firn 11.1 Introduction 11.2 Firn Densification 11.2.1 Mechanisms of Firn Densification 11.2.2 Firn Densification Models 11.2.3 Firn Layering and Microstructure 11.3 Applications of Firn Models 11.3.1 Ice Sheet Surface Mass Balance from Altimetry 11.3.2 Delta Age Calculations in Deep Ice Cores 11.4 Summary and Conclusions 12 Ice Cores: Archive of the Climate System 12.1 Introduction 12.2 Dating Ice Cores 12.3 Stable Water Isotopes 12.3.1 Basics and Nomenclature 12.3.2 The Isotope Proxy Thermometer 12.3.3 Examples of Isotope Records 12.3.4 Isotope Diffusion in Firn and Ice 12.3.5 Diffusion Thermometry 12.4 Aerosols in Ice 12.4.1 Introduction and Origin of Aerosols in Ice 12.4.2 Aerosol Sources and Transport 12.4.3 Post-depositional Modification 12.4.4 Seasonal Cycles in Aerosol and Particle Constituents in Ice 12.4.5 The Volcanic Signal in Ice and Its Use for Chronological Control 12.4.6 Marine Biogenic MSA and Sea Salt as Sea-Ice Proxies 12.4.7 The Record of Anthropogenic Pollution 12.4.8 Long Aerosol Records from Greenland and Antarctica 12.4.9 Electrical Properties of Ice and Their Relationship to Chemistry 12.5 Gases Enclosed in Ice 12.5.1 Firn Gas and Gas Occlusion 12.5.2 Trace Gases 12.6 Timing of Climate Events Exercises 13 Satellite Remote Sensing of Glaciers and Ice Sheets 13.1 Introduction 13.2 Optical Sensors and Applications 13.2.1 Sensors and Satellites 13.2.2 Applications 13.3 SAR Methods and Applications 13.3.1 Radar Signal Interaction with Snow and Ice 13.3.2 SAR Sensor and Image Characteristics 13.3.3 InSAR Measurement Principles and Applications 13.4 Satellite Altimetry 13.4.1 Altimetry Missions 13.4.2 Measuring Elevation Change 14 Geophysics 14.1 Geophysical Methods: Overview 14.2 Passive Methods 14.2.1 Gravimetry 14.2.2 Magnetics 14.2.3 Seismology 14.3 Active Methods: Basics 14.3.1 Propagation Properties and Reflection Origin 14.3.2 Seismic System Set-Up 14.3.3 Radar System Set-Up 14.4 Data Acquisition and Processing 14.5 Seismic Applications in Ice 14.5.1 Ice Thickness and Basal Topography 14.5.2 Subglacial Structure and Properties 14.5.3 Rheological and Other Englacial Properties 14.6 Radar Applications in Ice 14.6.1 Internal Layer Architecture and Ice Dynamics 14.6.2 Subglacial Conditions 14.6.3 Englacial Conditions 14.7 Notes and References 14.7.1 Further Reading 14.7.2 Gravimetry 14.7.3 General Wave Equation and Solution 14.7.4 Seismic Waves 14.7.5 Electromagnetic Waves Exercises 15 Glacial Isostatic Adjustment 15.1 Introduction 15.2 Earth Response to Loading 15.2.1 Rheology of the Earth 15.2.2 Building an Earth Model 15.2.3 Earth Models Used in Glaciology and Glacial Isostatic Adjustment 15.3 The Cryosphere and Sea Level 15.3.1 Factors Affecting Sea-Level Change 15.3.2 Eu

Note: Contents Part I Introduction to Our Coastal Atmosphere 1 Scope, Uniqueness, and Importance of Our Coastal Atmosphere 2 Atmospheric Composition, Structure, and Evolution Part II Thermodynamics in Our Coastal Atmosphere 3 Energy Transfer and Electromagnetic Radiation 4 Temperature 5 Application of the Gas Laws in Meteorology 6 The Hydrostatic Equation and Adiabatic Processes 7 Atmospheric Moisture 8 Atmospheric Stability and Potential Temperature 9 Measuring and Estimating Atmospheric Stability 10 Using Thermodynamic Diagrams in Meteorology 11 Clouds 12 Precipitation Processes and Types Part III Dynamic Processes in Our Coastal Atmosphere 13 Pressure and Winds 14 Coriolis Effect 15 Effect of Friction 16 Centripetal Acceleration and the Gradient Wind 17 Gravitation 18 The Seven Basic Equations in Weather Forecasting Models 19 Comparison of Weather Forecasting Models and General Circulation Models 20 General Circulation of the Atmosphere Part IV Weather Systems in the Coastal Zone 21 Air Masses 22 Atmospheric Lifting Mechanisms 23 Fronts and the Mid-Latitude Wave Cyclone 24 Thunderstorms 25 Lightning 26 Tornadoes and Waterspouts 27 Advising the Public About the Severe Weather Risk 28 Tropical Cyclones 29 Coastal Flooding 30 Coastal Drought 31 Winter Storms 32 Sea Ice and Weather Systems 33 Summary of Energy Transfer by Atmospheric and Oceanic Motion Part V Atmospheric Boundary Layers and Air-Sea Interaction 34 Introduction to Near-Surface Atmospheric Dynamics 35 The Logarithmic Wind Profile in Neutral Stability Conditions 36 Non-neutral or Diabatic Wind Profile 37 Introduction to the Transition (or Ekman) Layer 38 The Classical Solution to the Atmospheric Ekman Spiral 39 Fundamentals of Air-Sea Interactions 40 Weather Effects on the Coastal Ocean 41 Wind Stress and Turbulent Flux Drag Coefficients Over Water Part VI Air-Sea-Land Interaction 42 Surface Fluxes of Energy, Moisture, and Momentum 43 Sea and Land Breezes 44 Coastal Fog 45 Coastal Upwelling and Weather 46 Atmospheric Impacts on Lake Processes 47 Coastal Jets 48 Atmospheric Optical Effects in the Coastal Zone 49 Solar Radiation in Aquatic Systems Part VII Dispersion and Engineering Applications 50 Meteorology and Climatology of Coastal Cities 51 Atmospheric Dispersion in the Coastal Zone 52 Engineering Aspects of the Wind Profile Appendices References Index

Note: Contents 1 Introduction / Ola M. Johannessen 2 Sea Ice in the Arctic Paleoenvironments / Leonid P. Bobylev and Martin W. Miles 3 Marginal Ice Zone and Ice-Air-Ocean Interactions / Ola M. Johannessen, Stein Sandven, Richard Davy, and Einar O. Olason 4 Changes in Arctic Sea Ice Cover in the Twentieth and Twenty-First Centuries / Elena V. Shalina, Ola M. Johannessen, and Stein Sandven 5 Arctic Sea Ice Thickness and Volume Transformation / Elena V. Shalina, Kirill Khvorostovsky, and Stein Sandven 6 SAR Sea Ice Type Classification and Drift Retrieval in the Arctic / Natalia Y. Zakhvatkina, Denis Demchev, Stein Sandven, Vladimir A. Volkov, and Alexander S. Komarov 7 Sea Ice Drift in the Arctic / Vladimir A. Volkov, Alexandra Mushta, and Denis Demchev 8 Sea Ice Modelling / Matti Leppäranta, Valentin P. Meleshko, Petteri Uotila, and Tatiana Pavlova 9 Operational Forecasting of Sea Ice in the Arctic Using TOPAZ System / Laurent Bertino and Jiping Xie 10 Current and Projected Sea Ice in the Arctic in the Twenty-First Century / Valentin P. Meleshko, Tatiana Pavlova, Leonid P. Bobylev, and Pavel Golubkin 11 Climate Change Impact on the Arctic Economy / Lasse H. Pettersson, Anton G. Kjelaas, Dmitry V. Kovalevsky, and Klaus Hasselmann 12 Annex: SAR Sea Ice Interpretation Guide / Ola M. Johannessen Afterword / Ola M. Johannessen

Note: Contents 1 Data Acquisition in Earth Sciences 1.1 Introduction 1.2 Methods of Data Acquisition 1.3 Classroom-Sized Earth Science Experiments Recommended Reading 2 Introduction to MATLAB 2.1 MATLAB in Earth Sciences 2.2 Getting Started 2.3 The Syntax 2.4 Array Manipulation 2.5 Basic Visualization Tools 2.6 Generating Code to Recreate Graphics 2.7 Publishing and Sharing MATLAB Code 2.8 Exercises 2.8.1 Getting Started with MATLAB 2.8.2 Using MATLAB Help and Docs 2.8.3 Creating a Simple MATLAB Script 2.8.4 Creating Graphics with MATLAB 2.8.5 Collaborative Coding with MATLAB Recommended Reading 3 MATLAB Programming 3.1 Introduction to Programming 3.2 Data Types in MATLAB 3.3 Data Storage and Handling 3.4 Control Flow 3.5 Scripts and Functions 3.6 Creating Graphical User Interfaces 3.7 Exercises . 3.7.1 Communicating with the LEGO MINDSTORMS EV3 Brick 3.7.2 Controlling EV3 Motors Using an Ultrasonic Sensor 3.7.3 Reading Complex Text Files with MATLAB 3.7.4 Smartphone Sensors with MATLAB Mobile 3.7.5 Smartphone GPS Tracking with MATLAB Mobile Recommended Reading 4 Geometric Properties 4.1 Introduction 4.2 Position on the Earth’s Surface 4.3 Digital Elevation Models of the Earth’s Surface 4.4 Gridding and Contouring 4.5 Exercises 4.5.1 Dip and Dip Direction of Planar Features Using Smartphone Sensors 4.5.2 Precision and Accuracy of Ultrasonic Distance Measurements 4.5.3 Spatial Resolution of the LEGO EV3 Ultrasonic Sensor 4.5.4 Object Scanning with the LEGO EV3 Ultrasonic Sensor 4.5.5 Point Clouds from Multiple Smartphone Images Recommended Reading 5 Visible Light Images 5.1 Introduction 5.2 Visible Electromagnetic Waves 5.3 Acquiring Visible Digital Images 5.4 Storing Images on a Computer 5.5 Processing Images on a Computer 5.6 Image Enhancement, Correction and Rectification 5.7 Exercises 5.7.1 Smartphone Camera/Webcam Images with MATLAB 5.7.2 Enhancing, Rectifying and Referencing Images 5.7.3 Stitching Multiple Smartphone Images 5.7.4 Spatial Resolution of the LEGO EV3 Color Sensor 5.7.5 Scanning Images Using the LEGO EV3 Color Sensor Recommended Reading 6 Spectral Imaging 6.1 Introduction 6.2 Visible to Thermal Electromagnetic Radiation 6.3 Acquiring Spectral Images 6.4 Storing Spectral Images on a Computer 6.5 Processing Spectral Images on a Computer 6.6 Exercises 6.6.1 Infrared Spectrometry of Landscapes 6.6.2 Using Spectral Cameras in a Botanic Garden 6.6.3 Using RGB Cameras to Classify Minerals in Rocks 6.6.4 Using Spectral Cameras to Classify Minerals in Rocks 6.6.5 Thermal Imaging in a Roof Garden Recommended Reading 7 Acquisition of Elastic Signals 7.1 Introduction 7.2 Earth’s Elastic Properties 7.3 Acquiring Elastic Signals 7.4 Storing and Processing Elastic Signals 7.5 Exercises 7.5.1 Smartphone Seismometer 7.5.2 Smartphone Sonar for Distance Measurement 7.5.3 Use of Stereo Microphones to Locate a Sound Source 7.5.4 Sound in Time and Frequency Domains 7.5.5 Distortion of a Harmonic Signal Recommended Reading 8 Gravimetric, Magnetic and Weather Data 8.1 Introduction 8.2 Earth’s Gravity Field, Magnetic Field and Weather 8.3 Acquiring Gravimetric, Magnetic and Weather Data 8.4 Storing Gravimetric, Magnetic and Weather Data 8.5 Exercises 8.5.1 Measuring the Density of Minerals 8.5.2 Gravitational Acceleration 8.5.3 Position, Velocity and Acceleration 8.5.4 LEGO-Smartphone Magnetic Survey 8.5.5 ThingSpeak Weather Station Recommended Reading

Note: Contents 1 Introduction 2 Time and Geological Periods 3 Rocks and the Geological Record 4 The Age of the Rocks 5 Plate Tectonics, the Unifying Theory 6 Tectonics Units of Europe 6.1 Ancestral Europe 6.2 Paleo-Europe 6.3 Meso-Europe 6.4 Neo-Europe 7 Overview of the Plate Tectonic History of Europe 8 The Dynamic Earth, Earthquakes in Germany 9 Early Geological Evolution of Germany 9.1 The Pre-variscan Basement 9.2 Occurrences of Proterozoic and Early Paleozoic Units 9.2.1 Harz Mountains 9.2.2 Rheinisches Schiefergebirge 9.2.3 Lusatia 9.2.4 Elbe Zone 9.2.5 Erzgebirge 9.2.6 Schwarzburg Anticlinorium, Vesser Zone 9.2.7 Bohemian Massif 9.2.8 Black Forest 10 Late Paleozoic of Germany 10.1 The Variscan Orogeny 10.1.1 Rhenohercynian Zone 10.1.2 Saxothuringian Zone 10.1.3 Moldanubian Zone 10.2 Development of the Variscan Orogeny Through Time 10.2.1 Devonian 10.2.2 Carboniferous 10.3 The Variscides in Germany 10.3.1 Regional Geology of the Rhenohercynian 10.3.2 Northern Phyllite Zone 10.3.3 Regional Geology of the Saxothuringian 10.3.4 Saxothuringian (excluding the Mid-German Crystalline Zone) 10.3.5 Regional Geology of the Moldanubian 11 Permian and Mesozoic Geology of Germany 11.1 Post-Variscan History 11.2 Permian 11.2.1 Rotliegend 11.2.2 Zechstein 11.3 Permian/Triassic Boundary 11.4 Triassic 11.4.1 Buntsandstein (Bunter Sandstone) 11.4.2 Muschelkalk 11.4.3 Keuper 11.5 Triassic/Jurassic Boundary 11.6 Jurassic 11.6.1 Early Jurassic 11.6.2 Middle Jurassic 11.6.3 Late Jurassic 11.7 Cretaceous 11.7.1 Early Cretaceous 11.7.2 Late Cretaceous 11.8 Cretaceous/Tertiary Boundary 12 The Evolution of the Alps 12.1 Overview of the Tectonic Structure of the Alps 12.1.1 Helvetic 12.1.2 Penninic 12.1.3 Austroalpine and Southern Alpine Units 12.2 Development of the Alpine Region During the Permian 12.3 The Alpine Triassic 12.4 The Alpine Jurassic 12.5 The Alpine Region in the Cretaceous and Early Tertiary 12.6 The Tectonic Evolution of the Alps 13 Tertiary Basins 13.1 Tertiary Brown Coal Deposits 13.2 The Upper Rhine Graben 13.3 The Northern Alpine Foreland Basin—The Molasse 14 Tertiary and Quaternary Volcanism 14.1 Volcanism in the Eifel 14.2 Westerwald, Siebengebirge, Vogelsberg, Rhön, and Heldburger Gangschar 14.3 Small Chimneys in the Odenwald and the Messel Pit 14.4 Kaiserstuhl 14.5 Tuff Chimneys of Bad Urach, Hegau 14.6 Eger Graben Area, Fichtel Mountains, Vogtland, and Lusatia 15 Asteroid Craters 16 Germany During the Glacial Periods 16.1 Glacial and Interglacial Periods 16.2 Deposits and Erosion Forms of the Glacial Periods 16.3 The Baltic Sea—A Relic from the Last Glaciation Period Appendix References Index

Note: Contents Part I Defining the Problem 1 Introduction 1.1 A Comment on the Guide 1.2 If You Are Studying for a PhD 1.3 If You Are a PhD Supervisor or PhD Course Coordinator 1.4 If You Are a Concerned Friend or Family Member References 2 Challenging Perceptions: What Is Mental Health Anyway? 2.1 The Mental Health Continuum 2.2 Barriers to Seeking Help 2.3 Recognising the Signs 2.4 Helping Others 2.5 What Mental Health Isn’t 2.6 To Declare or Not to Declare?: That Is the Question References 3 Setting the Scene: Understanding the PhD Mental Health Crisis 3.1 Exploring the Data 3.2 What Is the Cause? 3.3 Research Culture 3.4 The Ups and Downs of the PhD Journey 3.5 There Is Hope References Part II Mindset Matters 4 Self-Care: Without You There Is No PhD 4.1 Setting the Foundations 4.2 Establishing a Good Sleep Schedule 4.3 Eat Nutritious Food 4.4 Physical Exercise 4.5 Managing Finances 4.6 Examples of Self-Care 4.7 Putting Self-Care in Context of a PhD 4.8 Acknowledging There May Be a Problem: Addiction 4.9 Setting Boundaries 4.10 What to Do If You Reach Burnout 4.11 Navigating Self-Care as a Part-Time PhD Student References 5 Not Another Yoga Session: University Wellbeing Programs and Why They so Often Miss the Mark 5.1 Reactive Not Proactive 5.2 Trying Something New 5.3 Building Resilience 5.4 The Darker Side of Resilience References 6 “I’ll Read It Later” and Other Lies We Tell Ourselves: Managing Expectations and Guilt 6.1 Starting Out 6.2 Changing the World 6.3 Planning Your PhD 6.4 You Are Entitled to (and Deserve) Breaks 6.5 Becoming an Expert 6.6 First Time Failing 6.7 Be Grateful (or Else) 6.8 Productivity and Time Management 6.9 Prioritising References 7 Why You Earned It: Fighting the Impostor 7.1 Understanding the Value You Bring 7.2 Receiving Recognition 7.3 Receiving Critique 7.4 Comparing Yourself With Others 7.5 Asking for Help 7.6 Redefining Your Self-Worth 7.7 Perfectionism 7.8 Email ‘Anxiety’ 7.9 Presentation Nerves 7.10 Fighting Back 7.11 Discriminatory Gaslighting References Part III Environmental Stressors 8 Dismantling the Ivory Tower: Systemic Issues That Might Impact Your Mental Health 8.1 The Ivory Tower 8.2 Systemic Racism 8.3 Gender Discrimination 8.4 Sexual Harassment 8.5 Bullying 8.6 LGBT+ Discrimination 8.7 Being “First Generation” 8.8 Classism 8.9 Financial Concerns 8.10 Ableism, Disability and Neurodivergence 8.11 Ageism 8.12 Isolation and Culture Shock 8.13 A Comment on Intersectionality 8.14 Changing the Research Culture 8.15 In the Meantime, What Can You Do? 8.16 Finding Light in a Dark Place References 9 Perhaps It’s Not You It’s Them: PhD Student-Supervisor Relationships 9.1 Choosing Your Supervisor 9.2 The Role of a PhD Supervisor 9.3 Understanding What Makes a Supportive Supervisor 9.4 At Odds 9.5 The Flaw in the System 9.6 Identifying Your Supervisor’s Working Style 9.7 Pervasive, Damaging Biases 9.8 When Things Go Seriously Wrong (and It Is Definitely not Your Fault) 9.9 What You Can Do If Your Supervisor Is Abusive 9.10 Effective Communication 9.11 What to Do if You Have a Disagreement References 10 Publish or Perish: On the Myth of Meritocracy 10.1 It Is Not an Equal Playing Field 10.2 The Publication Process 10.3 Managing Reviewer 2 10.4 Publishing Options 10.5 Who Is Perishing, Anyway? 10.6 Perfectionism 10.7 Writing Your Thesis 10.8 Research Misconduct 10.9 What to Do if You Realise Research Misconduct Is Happening References 11 The High-Walled Rose Garden: Understanding There Is Life Outside the Academy 11.1 So What Does This Mean for You and Surviving Your PhD? 11.2 Finding Out What You Truly Enjoy 11.3 Reframing Your Skillsets 11.4 Transitioning from Your PhD 11.5 Debunking the Myths 11.6 Should I Stay or Should I Go? References Part IV Seeking Help 12 Thriving, Not Just Surviving 12.1 Identifying the Problem Set 12.2 Sharing the Hypothesis with Others 12.3 Conversation Starters 12.4 Finding a Support Network 12.5 Online Communities 12.6 Speaking About Your Mental Health with Your PhD Superviso 12.7 Lack of Understanding 12.8 Seeking External Assistance to Achieve Your Goal 12.9 If You Are at Crisis Point 12.10 The Elephant in the Room 12.11 Leading the Change 12.12 Not Just Surviving References Resources

Note: Contents Consistency and Uncertainty Analyses of Sediment Transport Monitoring in the Transboundary River: Case Study of Western Dvina (Russian Federation, Belarus and Latvia) / S. R. Chalov Global Change Impact on Ephemeral Streams Sediment Load in the Raya Graben, Northern Ethiopia / P. Billi, B. Demissie, J. Nyssen, A. Frankl, and M. Haile Longitudinal and Cross Profiles as Indicators of Morphodynamics of Small Drainage Basins (Case Study European Russia) / V. P. Bondarev Change of Erosive Activity in the Context of Change of the Climate / S. V. Budnik Numerical Modeling of Channel Deformation Taking into Account Sediment Fractions Distribution / A. I. Aleksyuk, V. V. Belikov, N. M. Borisova, and T. A. Fedorova Drivers of Sedimentary Fluxes Assessment in Alpine Catchments / V. O. Bazilova, S. R. Chalov, and A. S. Tsyplenkov Peculiarities of Ice Nucleation on Particles in Atmosphere and Soil / D. M. Frolov The Extreme Rainfall Characteristics and Terrace Greenhouse Erosion Control in Climate Change and Human Impact in Hilly and Gully Region of the Loess Plateau in China / J. E. Gao, Y. X. Zhang, X. H. Li, H. J. Li, Z. Gao, and M. J. Ji Integration of Landforms, Deposits and Paleosols Analysis for Reconstructing Holocene Debris Flow Activity in the Low Mountains of Kola Peninsula / E. V. Garankina, V. R. Belyaev, Y. R. Belyaev, A. L. Gurinov, M. M. Ivanov, N. V. Kuzmenkova, F. A. Romanenko, A. I. Rudinskaya, and E. D. Tulyakov Trees as Large-Scale Natural Phononic Crystals / Jian-Kun Huang, Yi-Fan Liu, and Ya-Guang Li Climate Change and Sediment Yield in Kamchatka, Far East of Russia / L. V. Kuksina Selenga River Runoff Projections in the XXI Century: ECOMAG-Based Simulation Results / T. D. Millionshchikova Postglacial Incision-Widening-Infill Cycles at the Borisoglebsk Upland: Correlations Between Interfluve Headwaters and Fluvial Network / Y. V. Shishkina, E. V. Garankina, V. R. Belyaev, P. V. Andreev, A. I. Bondar, V. I. Potapova, T. A. Verlova, and ILYA G. Shorkunov Geomorphometric and Geoinformation Approach to Meliorative Evaluation of the Territory / A. R. Suleymanov The Innovation Technology Based on Molecular Phylogeny of Bacillariophyceae for Water Quality Monitoring / A. E. Sverdrup and L. L. Frolova Water Balance Assessment Using Swat Model. Case Study on Russian Subcatchment of Western Dvina River / P. N. Terskii, A. A. Kuleshov, and S. R. Chalov Numerical Modeling of Channel Processes and Hydraulic Engineering Impact on the River Amur / E. Fingert, I. Krylenko, V. Belikov, P. Golovlyov, M. Samokhin, S. Borovkov, and A. Zavadskii Channel Processes Dynamics at Wet Subtropical Climate of Russian Black Sea Coast / Y. Kuznetsova, V. Golosov, and N. Ivanova Intra-storm Variability of Coefficient of Variation of Runoff and Soil Loss in Consecutive Storms at Experimental Plot Scale / M. Kiani-Harchegani, S. H. R. Sadeghi, and A. Ghahramani Study of Channel Changes in the Lena River Near Yakutsk Based on Long-Term Data, Satellite Images and Two-Dimensional Hydrodynamic Model / E. D. Kornilova, E. A. Morozova, I. N. Krylenko, E. A. Fingert, P. P. Golovlyov, A. S. Zavadsky, and V. V. Belikov A Probabilistic Approach to Interpret Long-Term Observations of Sediment Yield in Experimental Catchments in Southern Italy / P. Porto and G. Callegari Extreme Erosion Events and Climate Change / E. V. Promakhova, L. V. Kuksina, and V. N. Golosov The Emission of Carbon Dioxide from Soils Washed-Out and Buried by Accelerated Erosion in the Chernozem Belt of the European Russia / A. Sidorchuk Gully Erosion and Thermo-erosion Modelling for the Conditions of the Modern and the Late-Glacial Periglacial Climate / A. Sidorchuk

Note: Contents Part I Catastrophic Landslides with Different Triggers Rock Avalanches: Basic Characteristics and Classification Criteria / Alexander Strom Study on the Phenomena of Liquefaction Induced Massive Landslides in 28 September 2018 Palu-Donggala Earthquake / Paulus P. Rahardjo The Krasnogorsk Landslide (Northern Caucasus): Its Evolution and Modern Activity / Igor K. Fomenko, Oleg V. Zerkal, Alexander Strom, Daria Shubina, and Ludmila Musaeva Earthquake-Triggered Landslides and Slope-Seismic Waves Interaction Inferring Induced Displacements / Salvatore Martino, Celine Bourdeau, Josè Delgado, and Luca Lenti Slope Deformation caused Jure Landslide 2014 Along Sun Koshi in Lesser Nepal Himalaya and Effect of Gorkha Earthquake 2015 / H. Yagi, G. Sato, H. P. Sato, D. Higaki, V. Dangol, and S. C. Amatya Inventory of Landslides Triggered by the Hejing Ms6.6 Earthquake, China, on 30 June 2012 / Chong Xu and Kai Li Pressure Head Dynamics on a Natural Slope in Eastern Iburi Struck by the 2018 Hokkaido Earthquake / Toshiya Aoki, Shin’ya Katsura, Takahiko Yoshino, Takashi Koi, Yasutaka Tanaka, and Takashi Yamada Investigation of 20 August 2019 Catastrophic Debris Flows Triggered by Extreme Rainstorms Near Epicentre of Wenchuan Earthquake / Dalei Peng, Limin Zhang, Hofai Wong, Ruilin Fan, and Shuai Zhang Spatial Distribution of Lakes in the Central Andes (31°–36°), Argentina: Implications for Outburst Flood Hazard / Mariana Correas-Gonzalez, Stella Maris Moreiras, and Jan Klimeš Rockfall/Rockslide Hazard, Lake Expansion and Dead-Ice Melting Assessment: Lake Imja, Nepal / Tomas Kroczek and Vit Vilimek Formation of the 2018 Bureya Landslide, Far East of Russia / Oleg V. Zerkal, Aleksey N. Makhinov, Alexander Strom, Vladimir I. Kim, Michael E. Kharitonov, and Igor K. Fomenko Landslide Dam Hazards: Assessing Their Formation, Failure Modes, Longevity and Downstream Impacts / Regine Morgenstern, Chris Massey, Brenda Rosser, and Garth Archibald The Sedimentology and Internal Structure of Landslide Dams—Implications for Internal Erosion and Piping Failure: A Review / Chukwueloka A. U. Okeke An Interdisciplinary Assessment of a Coal-Mining-Induced Catastrophic Landslide (Czech Republic) / Jan Burda and Vít Vilímek Could Glacial Retreat-Related Landslides Trigger Volcanic Eruptions? Insights from Mount Meager, British Columbia / Gioachino Roberti, Brent Ward, Benjamin van Wyk de Vries, Nicolas Le Corvec, Swetha Venugopal, Glyn Williams-Jones, John J. Clague, Pierre Friele, Giacomo Falorni, Geidy Baldeon, Luigi Perotti, Marco Giardino, and Brian Menounos Rock Avalanches in the Upper Reaches of the Mzymta River, Russia / Andrey A. Ponomarev, Kai Kang, and Oleg V. Zerkal Structural and Dynamic Numerical Models of Rockslides in the Carpathians and the Alps / Emilie Lemaire, Anne-Sophie Mreyen, and Hans-Balder Havenith Quantitative Investigation of a Mass Rock Creep Deforming Slope Through A-Din SAR and Geomorphometry / Michele Delchiaro, Emanuele Mele, Marta Della Seta, Salvatore Martino, Paolo Mazzanti, and Carlo Esposito Deformational Features of Deep-Seated Gravitational Slope Deformation of Slate Slopes in the Central Range, Taiwan / Ching-Ying Tsou, Masahiro Chigira, Yu-Chung Hsieh, Mien-Ming Chen, and Tai-Chieh He Bathymetric Analyses of Submarine Landslides on the Jan Mayen Ridge, Norwegian–Greenland Sea / Kiichiro Kawamura and Jan Sverre Laberg Forkastningsfjellet Rock Slide, Spitsbergen: State of Activity in a Changing Climate / Dirk Kuhn, Reginald L. Hermanns, Jewgenij Torizin, Michael Fuchs, Tim Redfield, Raymond Eilertsen, and Dirk Balzer Catastrophic Landslides in Indian Sector of Himalaya / Vinod K. Sharma Part II Frontiers of Landslide Science Enhancing Preparedness Against Impact of Climate Change on Slope Safety in Hong Kong / K. K. S. Ho, H. W. Sun, E. J. Lam, and F. L. C. Lo Climate Change and Surface Deformation Characteristics in Degradation Area of Permafrost in Lesser Khingan Mountain, China / Wei Shan, Chengcheng Zhang, Ying Guo, Monan Shan, Xujing Zeng, and Chunjiao Wang Climate Change Impact Evaluation on the Water Balance of the Koroška Bela Area, NW Slovenia / Nejc Bezak, Tina Peternel, Anže Medved, and Matjaž Mikoš Global Warming as a Predisposing Factor for Landslides in Glacial and Periglacial Areas: An Example from Western Alps (Aosta Valley, Italy) / Jessica Maria Chicco, Marco Frasca, Giuseppe Mandrone, Damiano Vacha, and Laurie Jayne Kurilla Characteristics and Causes of the Debris Flow in Shelong Gully, China / Qiang Zou, Peng Cui, Hu Jiang, Yanguo Liu, Cong Li, Sheng Hu, and Bin Zhou MPM Modelling of Buildings Impacted by Landslides / Sabatino Cuomo, Angela Di Perna, and Mario Martinelli Accelerating Landslide Hazard at Kandersteg, Swiss Alps; Combining 28 Years of Satellite InSAR and Single Campaign Terrestrial Radar Data / Rafael Caduff, Tazio Strozzi, Nils Hählen, and Jörg Häberle Identification Old Landslides in Permafrost Degradation Area in Northeast China by Difference Distribution of Surface Trees / Ying Guo, Wei Shan, Zhichao Xu, Chunjiao Wang, and Shuanglin Wang Forensic Geotechnical Investigation of the Skjeggestad Quick Clay Landslide, Norway / Thi Minh Hue Le, Vidar Gjelsvik, Suzanne Lacasse, Stein-Are Strand, Eirik Traae, and Vikas Thakur Accuracy Assessment of Unmanned Aerial Vehicle (UAV) Structure from Motion Photogrammetry Compared with Total Station for a Deformed Slope / Vera Hui Loo and Chou Khong Wong ARAS: A Web-Based Landslide Susceptibility and Hazard Mapping System / Murat Ercanoglu, Mehmet Balcılar, Fatih Aydın, Sedat Aydemir, Güler Deveci, and Bilgekağan Çintimur A Landform Evolution Model for the Mannen Area in Romsdal Valley, Norway / Paula Hilger, Reginald L. Hermanns, and Bernd Etzelmüller Multimethodological Study of Non-linear Strain Effects Induced by Thermal Stresses on Jointed Rock Masses / Guglielmo Grechi and Salvatore Martino Extreme Rainfall Induced Landslide Susceptibility Assessment Using Autoencoder Combined with Random Forest / Kounghoon Nam and Fawu Wang Economizing Soil Nailing Design by Drainage Improvement—Case History at Ginigathhena / S. O. A. D. Mihira Lakruwan and S. A. S. Kulathilaka Performances of Geosynthetics-Reinforced Barriers for Protection Against Debris Avalanches / Sabatino Cuomo, Sabrina Moretti, Lorenzo Frigo, and Stefano Aversa Large and Small Scale Multi-Sensors Remote Sensing for Landslide Characterisation and Monitoring / Carlo Tacconi Stefanelli, Teresa Gracchi, Guglielmo Rossi, and Sandro Moretti Novel Cosmogenic Datings in Landslide Deposits, San Juan, Argentina / Pilar Jeanneret, Stella Maris Moreiras, Silke Merchel, Andreas Gärtner, Steven Binnie, Maria Julia Orgeira, G. Aumaître, D. Bourlès, and K. Keddadouche Modeling Landslide Volumes: A Case Study in Whatcom County, Washington, USA / Gabriel Legorreta Paulin, Trevor A. Contreras, Katherine A. Mickelson, Kara E. Jacobacci, and William Gallin CRE Dating of Torrential Alluvial Deposits as an Approximation to Holocene Climate-Change Signatures in the Northwestern Andes of Colombia / Santiago Noriega-Londoño, Maria Isabel Marín-Cerón, Julien Carcaillet, Matthias Bernet, and Isandra Angel Features of Construction in Areas with Deep Block-Type Landslides / Andrey Kazeev and German Postoev Rock Glaciers and Landslides in the Waste Dump of High-Altitude Kumtor Goldmine (Kyrgyzstan) / Isakbek Torgoev and Salamat Toguzbaev Geosynthetic Reinforced Soil Structures for Slope Stabilization and Landslide Rehabilitation in Asia / Pietro Rimoldi, Matteo Lelli, Pietro Pezzano, and Fabrizia Trovato Cutting-Edge Technologies Aiming for Better Outcomes of Landslide Disaster Mitigation / Kazuo Konagai International Consortium on Landslides

Note: Contents 1 Origin and Evolution of Atmospheres Introduction Machine-Generated Summaries 2 Downscaling, Regional Models and Impacts Introduction Machine-Generated Summaries 3 Response and Alternative Theories in Climate Change Introduction Machine-Generated Summaries 4 Stochastic Weather and Climate Models Introduction Machine-Generated Summaries 5 Progress in Climate Modeling Introduction Machine-Generated Summaries 6 Maximum Entropy Production (MEP) and Climate Introduction Machine-Generated Summaries 7 Astrobiology and Development of Human Civilization Introduction Machine-Generated Summaries 8 Planets and Exoplanets, Habitability Sustainability and Time Introduction Machine-Generated Summaries 9 Geobiology Introduction Machine-Generated Summaries 10 The Fermi Paradox Introduction Machine-Generated Summaries 11 The Gaia Hypothesis, Evolution and Ecology Introduction Machine-Generated Summaries

Note: Contents Part I Python for Geologists: A Kickoff 1 Setting Up Your Python Environment, Easily 1.1 The Python Programming Language 1.2 Programming Paradigms 1.3 A Local Python Environment for Scientific Computing 1.4 Remote Python Environments 1.5 Python Packages for Scientific Applications 1.6 Python Packages Specifically Developed for Geologists 2 Python Essentials for a Geologist 2.1 Start Working with IPython Console 2.2 Naming and Style Conventions 2.3 Working with Python Scripts 2.4 Conditional Statements, Indentation, Loops, and Functions 2.5 Importing External Libraries 2.6 Basic Operations and Mathematical Functions 3 Solving Geology Problems Using Python: An Introduction 3.1 My First Binary Diagram Using Python 3.2 Making Our First Models in Earth Science 3.3 Quick Intro to Spatial Data Representation Part II Describing Geological Data 4 Graphical Visualization of a Geological Data Set 4.1 Statistical Description of a Data Set: Key Concepts 4.2 Visualizing Univariate Sample Distributions 4.3 Preparing Publication-Ready Binary Diagrams 4.4 Visualization of Multivariate Data: A First Attempt 5 Descriptive Statistics 1: Univariate Analysis 5.1 Basics of Descriptive Statistics 5.2 Location 5.3 Dispersion or Scale 5.4 Skewness 5.5 Descriptive Statistics in Pandas 5.6 Box Plots 6 Descriptive Statistics 2: Bivariate Analysis 6.1 Covariance and Correlation 6.2 Simple Linear Regression 6.3 Polynomial Regression 6.4 Nonlinear Regression Part III Integrals and Differential Equations in Geology 7 Numerical Integration 7.1 Definite Integrals 7.2 Basic Properties of Integrals 7.3 Analytical and Numerical Solutions of Definite Integrals 7.4 Fundamental Theorem of Calculus and Analytical Solutions 7.5 Numerical Solutions of Definite Integrals 7.6 Computing the Volume of Geological Structures 7.7 Computing the Lithostatic Pressure 8 Differential Equations 8.1 Introduction 8.2 Ordinary Differential Equations 8.3 Numerical Solutions of First-Order Ordinary Differential Equations 8.4 Fick’s Law of Diffusion—A Widely Used Partial Differential Equation Part IV Probability Density Functions and Error Analysis 9 Probability Density Functions and Their Use in Geology 9.1 Probability Distribution and Density Functions 9.2 The Normal Distribution 9.3 The Log-Normal Distribution 9.4 Other Useful PDFs for Geological Applications 9.5 Density Estimation 9.6 The Central Limit Theorem and Normal Distributed Means 10 Error Analysis 10.1 Dealing with Errors in Geological Measurements 10.2 Reporting Uncertainties in Binary Diagrams 10.3 Linearized Approach to Error Propagation 10.4 The Mote Carlo Approach to Error Propagation Part V Robust Statistics and Machine Learning 11 Introduction to Robust Statistics 11.1 Classical and Robust Approaches to Statistics 11.2 Normality Tests 11.3 Robust Estimators for Location and Scale 11.4 Robust Statistics in Geochemistry 12 Machine Learning 12.1 Introduction to Machine Learning in Geology 12.2 Machine Learning in Python 12.3 A Case Study of Machine Learning in Geology Appendix A: Python Packages and Resources for Geologists Appendix B: Introduction to Object Oriented Programming Appendix C: The Matplotlib Object Oriented API Appendix D: Working with Pandas Further Readings

Note: Contents Part I Climatology, General Circulation, Climate Variability and Stratosphere-Troposphere Coupling 1 Climatology and General Circulation 1.1 Climatology: SLP and SST 1.2 General Circulation 1.2.1 Meridional Circulation 1.2.2 Jet Formation: Thermal Wind Balance Relationship 1.2.3 Walker Circulation 2 Major Modes of Variability 2.1 Variability in the Troposphere 2.1.1 El Niño and Southern Oscillation (ENSO) 2.1.2 North Atlantic Oscillation (NAO) 2.1.3 Arctic Oscillation (AO) and Antarctic Oscillation (AAO) 2.1.4 Pacific Decadal Oscillation (PDO) 2.1.5 Atlantic Multidecadal Oscillation (AMO) 2.1.6 Indian Summer Monsoon (ISM) 2.1.7 Indian Ocean Dipole (IOD) 2.2 Variability in the Stratosphere 2.2.1 Quasi-Biennial Oscillation (QBO) 2.2.2 Stratospheric Sudden Warming (SSW) Referenes 3 Stratosphere-Troposphere Coupling 3.1 Background 3.2 Discussion with Schematic 3.3 Strength of Westerly: Solar Influence 3.4 Role of Zero Wind Line: QBO Influence 3.5 Sun, QBO and Polar Temperature in North Pole 3.6 Composites of Time Height Development of NAM 3.7 Annular Modes Pattern Similar 3.8 Solar Influence: Polar Vortex and Tropical Lower Stratosphere 3.9 Solar Influence: Tropical Lower Stratosphere to Troposphere References 4 Teleconnection Among Various Modes 4.1 Polar Vortex, QBO and ENSO 4.2 Polar Vortex and ENSO 4.3 ENSO and Polar Troposphere 4.4 ENSO, Polar Annular Modes and JET 4.5 ENSO Teleconnections 4.5.1 El Niño (Warm) and La Niña (Cold) Definition 4.5.2 El Niño or La Niña? 4.5.3 ENSO Seasonal Locking 4.5.4 Potential Problems with SST Data 4.5.5 Indian Summer Monsoon and Walker Circulation 4.5.6 Different Types of ENSO 4.5.7 Homogeneous Monsoon Region 4.5.8 ENSO ISM Correlation 4.5.9 SST Composites: EN vs. LN 4.5.10 ISM ENSO Teleconnection Compositing: EN vs. LN 4.5.11 Rainfall in South America ENSO (Different Types) Teleconnection 4.5.12 Summary: ENSO and Teleconnections References 5 Solar Influence Around Various Places: Robust Solar Signal on Climate 5.1 Signal on Sea Level Pressure (DJF) Using Multiple Linear Regression 5.1.1 Method of Multiple Regression Analysis 5.2 Solar Signal Around Aleutian Low (AL) and Pacific High (PH) 5.3 Solar Influence: Tropical Pacific SST 5.4 ENSO and Sun Phase Locking 5.5 Solar Signal in Tropical Pacific SST Using Compositing 5.5.1 Method of Solar Peak Year Compositing 5.6 Observation: Annual Mean Temperature References 6 Total Solar Irradiance (TSI): Measurements and Reconstructions References Part II Atmosphere-Ocean Coupling and Solar Variability 7 Ocean Coupling 7.1 Shallow Overturning Circulation 7.2 ENSO 7.2.1 ENSO, Thermocline and Upper Ocean Heat Content 7.2.2 ENSO and Delayed Oscillator Theory 7.2.3 ENSO and Shallow MOC in Tropical Pacific 7.2.4 Pycnocline Convergence vs. SST 7.2.5 Abrupt Rise in Temperature During 1977–1998 References 8 The Sun and ENSO Connection–Contradictions and Reconciliations 8.1 Solar Signal and ENSO 8.2 Contradiction (I): Solar Signal on Tropical Pacific SST-Active Solar Years and ENSO 8.3 Contradiction (II): Solar Signal on Tropical Pacific SST-El Niño or La Niña 8.4 Proposed Mechanism: Earlier Period 8.5 Proposed Mechanism: Later Period 8.6 Contradictions and Reconciliations References 9 A Debate: The Sun and the QBO 9.1 Data Analysis: Solar and QBO Separately 9.2 Polar Temperature During JF with Respect to QBO (40 hPa) and F10.7 9.3 Polar Temperature During JF for QBO (30 hPa) and F10.7 9.4 Time Series of QBO at Different Height and EOF Analysis 9.5 Combined Effects: Solar with QBO 9.6 Summary References 10 Solar Influence: ‘Top Down’ vs. ‘Bottom Up’ 10.1 Solar Influence: ‘Top Down’ 10.1.1 Solar Influence: ‘Top-Down’ – via Polar Vortex and Lower Stratosphere 10.1.2 Solar Influence: ‘Top-Down’ – via Lower Stratosphere to Troposphere 10.1.3 Solar Influence: ‘Top-Down’ – via Stratospheric Polar Vortex to Polar Troposphere 10.2 Solar Influence: ‘Bottom-Up’ References 11 An Overview of Solar Influence on Climate 11.1 Introduction 11.1.1 Methodology 11.2 Representative Results: Figure and Tables 11.3 Results Text 11.3.1 Atmosphere Only: Sun and QBO 11.3.2 Ocean (Only Pacific) and Atmosphere Coupling: Sun, QBO and ENSO 11.3.3 Atmosphere and Ocean (Only Pacific) Coupling: Sun, QBO, ENSO and Climate Change 11.4 Discussion References Part III Other Major Influences on Climate 12 Sun: Atmosphere-Ocean Coupling – Possible Limitations 12.1 Sun: Atmosphere-Ocean Coupling ‘Top-Down’ vs. ‘Bottom-Up’ Mechanism: a Case Study 12.2 Sun: Atmosphere-Ocean Coupling – Limitations of Peak Year Compositing 12.2.1 Solar Cycle Signals in Peak Year Compositing for SLP: a Case Study 12.2.2 Solar Cycle Signals in Peak Year Compositing for Indian Summer Monsoon: a Case Study 12.3 Difference in Winter Surface Climate Between Solar Minimum and Maximum 12.4 Sun (Using SSN) and NAO in Observation Using MLR Technique 12.4.1 Sun (Using SSN) and NAO in Two Different Time Periods (1856–1977) and (1878–1997) 12.4.2 Sun (SSN) and NAO Longer Period (1870–2010) 12.4.3 Sun (SSN) and NAO Lag Relationship 12.5 AMO and PDO Relationship References 13 The Arctic and Antarctic Sea Ice 13.1 Arctic Sea Ice: Last Few Years 13.2 Arctic Sea Ice: Change in 2014 13.3 Arctic Sea Ice and Solar Influence 13.4 Antarctic Sea Ice Reference 14 CMIP5 Project and Some Results 14.1 Global Climate Models (GCMs): Basic Equations 14.2 CMIP5 Project 14.3 Experiments: Historical and RCP (Representative Concentration Pathway) Scenarios 14.4 Some CMIP5 Models 14.5 Temperature in CMIP5 and Observation 14.6 Indian Summer Monsoon (ISM) and ENSO in CMIP5 Models 14.6.1 CMIP5 Models for ISM Are Performing Well 14.6.2 CMIP5 Models for ISM Not Performing Well 14.6.3 Models: CMIP5, AMIP5 and High Top, Low Top 14.6.4 Precipitation Composites- El Niño: (CMIP5 vs. AMIP5) 14.6.5 Changes in ENSO Variability 2050–2100 in CMIP3 Experiments 14.6.6 Stratospheric Features in CMIP5: Low and High Top Models 14.6.7 Simulated and Observed Stratospheric Temperature References 15 Green House Gas Warming 15.1 Laws of Radiation 15.2 Solar Radiation vs. Terrestrial Radiation 15.3 Radiation Transmitted by the Atmosphere and Atmospheric Windows 15.4 Absorption: Water Vapour and CO2 15.5 CO 2 as a Greenhouse Gas 15.6 Temperature and CO 2: 400,000 Years 15.7 Earth’s Temperature Change in the Last 2000 Years 15.8 Radiative Forcing 15.9 Global Energy Balance References 16 Volcanic Influences 16.1 Volcano Cooling Effect 16.2 Influences of Volcanic Eruption 16.3 Effect of Large Eruptions on Weather and Climate 16.4 Polar Warming Associated with Large Eruptions 16.5 Sun, Volcano and ENSO References 17 Ozone Depletion in the Stratosphere 17.1 Ozone Hole and Montreal Protocol 17.2 Ozone Hole Animation 17.3 Greenhouse Gases and Ozone in Model Reference 18 Influence of Various Other Solar Outputs 18.1 Mechanisms 18.2 Other Influences, e.g. Galactic Cosmic Rays 18.3 Sunspot vs. Galactic Cosmic Ray (GCR) References Few questions and Exercises for Students Further Reading Index

Note: Contents 1 Introduction and Overview 1.1 Geochemistry of Fe 1.1.1 Fe Redox 1.2 Stable Isotope Geochemistry 1.2.1 Nomenclature 1.2.2 Isotopic Fractionation 1.2.3 Processes that Produce Isotopic Variations 1.3 Overview of the Chapters References 2 Analytical Methods 2.1 Introduction 2.2 Iron Purification Methods 2.3 Mass Spectrometry 2.3.1 Beginnings of Fe Isotope Analysis 2.3.2 Multi Collector Inductively Coupled Plasma Mass Spectrometry (MC-ICP-MS) 2.3.3 Modern MC-ICP-MS Using Pseudo High Mass Resolution Methods 2.3.4 Matrix Effects and Instrumental Mass Fractionation Corrections 2.4 In Situ Techniques 2.5 Summary References 3 Fe Isotope Fractionation Factors 3.1 Introduction 3.2 Deriving Fe Isotope Fractionation Factors from First Principles 3.3 Experimental Methods for Measuring Fe Isotope Fractionation Factors 3.3.1 The Role of Sorption in Isotope Exchange 3.4 Equilibrium Fractionation of Fe Isotopes: Working Toward a Unified Set of Fractionation Factors 3.4.1 Aqueous Fe Species 3.4.2 Aqueous Fe Mineral Fractionation 3.5 Biological Experiments 3.5.1 Fe Oxidizing Experiments 3.5.2 Magnetotactic Bacteria 3.5.3 Fe Reducing Experiments 3.6 Preferred Set of b-Values 3.7 Summary References 4 High-Temperature Fe Isotope Geochemistry 4.1 Iron Isotope Variations in the Solar System 4.1.1 Chondrites and Chondritic Components 4.1.2 Differentiated Planetary Material 4.2 The Silicate Earth 4.2.1 The Mantle and Its Minerals 4.2.2 Basalts and Komatiites 4.2.3 Differentiated Crust 4.2.4 Magmatic Minerals 4.2.5 Hydrothermal Products and Ores 4.2.6 Metamorphic Rocks 4.3 Planetary Formation and Magmatic Processes 4.3.1 Planetary Accretion 4.3.2 Formation and Differentiation of Planetary Cores 4.3.3 Partial Melting on Earth and Other Planets 4.3.4 Mantle Metasomatism 4.3.5 Differentiation of Melts 4.3.6 The Mantle and Crust of the Earth as Compared to Other Planets 4.4 Summary References 5 The Modern Surficial World 5.1 Weathering 5.1.1 Mechanical Weathering 5.1.2 Chemical Weathering 5.1.3 Soils 5.2 Rivers and Groundwater 5.2.1 Rivers 5.2.2 Groundwater and Terrestrial Hydrothermal Systems 5.3 Redox-Stratified Water Bodies 5.3.1 Lake Water 5.3.2 Lake Sediments 5.3.3 The Black Sea 5.4 Marine Sediments 5.4.1 Reactive Fe Inventories 5.4.2 Pore Fluid-Sediment Interactions 5.4.3 Solid-Phase Fe Components 5.4.4 Benthic Fe Fluxes 5.5 The Fe Budget of the Modern Oceans 5.5.1 Seawater Fe 5.5.2 Riverine and Aeolian Sources 5.5.3 Benthic Sources 5.5.4 Hydrothermal Sources 5.6 Summary References 6 The Ancient Earth 6.1 The Cenozoic Marine System 6.1.1 Global Changes in the Cenozoic 6.1.2 Fe–Mn Crusts as Archives of Paleo-Seawater Compositions 6.1.3 Fe Isotope Variations in Cenozoic Seawater 6.2 Cretaceous Anoxic Events 6.2.1 Cenomanian-Turonian OAE-2 6.3 Precambrian Earth: An Introduction 6.3.1 Broad Changes in the Surface Earth in the Precambrian 6.3.2 Temporal Changes in Fe Abundance and Speciation 6.3.3 Differences in Marine Fe Pathways Between Modern and Ancient Earth 6.3.4 Authigenic Fe Isotope and Reactive Fe Trends 6.4 Precambrian Earth: The Neoproterozoic 6.4.1 Neoproterozoic Clastic Marine Sedimentary Rocks 6.4.2 Revisiting Reactive Fe Speciation and d56Fe 6.4.3 Neoproterozoic Iron Formations (IFs) 6.5 Precambrian Earth: The Paleoproterozoic and Neoarchean Transition Through the GOE 6.5.1 The Post-GOE Sedimentary Record 6.5.2 Changes in Weathering Across the GOE 6.5.3 Moving to a Low-Oxygen World: Key Issues of Fe Mass Balance, Fe Isotope Fractionation Factors, Fe 2+aq Oxidation, and the Age of Redox Proxies 6.5.4 Early Paleoproterozoic Iron Formations (IFs) 6.5.5 Early Paleoproterozoic Rise of Mn Redox 6.5.6 Paleoproterozoic and Neoarchean Continental Margins: Relations Between Shales, Carbonate Platforms, and IFs . 6.6 Precambrian Earth: The Early Archean Record 6.6.1 The Mesoarchean Witwatersrand and Pongola Basins 6.6.2 The Paleoarchean Barberton Greenstone Belt and Pilbara Craton 6.6.3 The High-Grade Metamorphic Terranes of the Eoarchean 6.7 Precambrian Earth: Synthesis of the Eoarchean Through Paleoproterozoic 6.8 Chapter Summary References

Note: Contents Part I Historical Background of Plankton Research in the Region Overview of the History of Biological Oceanography in the Southwestern Atlantic, with Emphasis on Plankton / Demetrio Boltovskoy and Jean L. Valentin Part II Regional Settings of Productivity and Nutrient Cycling Physical Oceanography of the SW Atlantic Shelf: A Review / Alberto R. Piola, Elbio D. Palma, Alejandro A. Bianchi, Belmiro M. Castro, Marcelo Dottori, Raul A. Guerrero, Marina Marrari, Ricardo P. Matano, Osmar O. Möller Jr, and Martín Saraceno Nutrient Transport, Cycles, and Fate in Southern Brazil (Southwestern Atlantic Ocean Margin) / Luis F. Niencheski Surface Macronutrient Dynamics of the Drake Passage and the Argentine Sea / Flavio E. Paparazzo and José L. Esteves Perspective: Continental Inputs of Matter into Planktonic Ecosystems of the Argentinean Continental Shelf—the Case of Atmospheric Dust / Augusto C. Crespi-Abril, Elena S. Barbieri, Leilén Gracia Villalobos, Gaspar Soria, Flavio E. Paparazzo, Joanna M. Paczkowska, and Rodrigo J. Gonçalves Overview on Primary Production in the Southwestern Atlantic / Vivian Lutz, Valeria Segura, Ana Dogliotti, Virginia Tavano, Frederico P. Brandini, Danilo L. Calliari, Aurea M. Ciotti, Virginia F. Villafañe, Irene R. Schloss, Flavia M. P. Saldanha Corrêa, Hugo Benavides, and Denise Vizziano Cantonnet Part III Plankton of Shelf and Boundary Systems Phytoplankton Assemblages of the Subtropical South West Atlantic: Composition and Dynamics in Relation to Physical and Chemical Processes / Frederico P. Brandini Community Structure and Spatiotemporal Dynamics of the Zooplankton in the South Brazilian Bight: A Review / Miodeli Nogueira Jr. and Frederico P. Brandini Zooplankton Communities of the Argentine Continental Shelf (SW Atlantic, ca. 34°–55°S), An Overview / Georgina D. Cepeda, Brenda Temperoni, Marina E. Sabatini, María D. Viñas, Carla M. Derisio, Betina A. Santos, Julieta C. Antacli, and Luciano N. Padovani Ecological Role of Common Appendicularian Species from Shelf Waters Off Argentina / Fabiana L. Capitanio, Mariela L. Spinelli, María L. Presta, Gastón E. Aguirre, Guillermo Cervetto, Marcelo Pájaro, and Carla M. Derisio Ichthyoplankton Associated to the Frontal Regions of the Southwestern Atlantic / Eduardo M. Acha, Martin D. Ehrlich, José H. Muelbert, Marcelo Pájaro, Daniel Bruno, Laura Machinandiarena, and Mariana Cadaveira Part IV Plankton of Coastal Systems Flagellates Versus Diatoms: Phytoplankton Trends in Tropical and Subtropical Estuarine-Coastal Ecosystems / Clarisse Odebrecht, Maria C. Villac, Paulo C. Abreu, Lumi Haraguchi, Piter D. F. Gomes, and Denise Rivera Tenenbaum Phytoplankton Patterns and Processes in a Tropical-Subtropical Transition Region: Santa Catarina Coast, Southern Brazil / Leonardo R. Rörig, Marcio da Silva Tamanaha, Graziela da Rosa Persich, Carlos A. França Schettini, and Eliane C. Truccolo Schettini Near-Surface Biogeochemistry and Phytoplankton Carbon Assimilation in the Rio de la Plata Estuary / Danilo L. Calliari, Mónica Gómez-Erache, Denise Vizziano Cantonnet, and Cecilia Alonso Satellite-Measured Phytoplankton and Environmental Factors in North Patagonian Gulfs / Gabriela N. Williams, Miriam E. Solís, and José L. Esteves Mesozooplankton Structure and Seasonal Dynamics in Three Coastal Systems of Argentina: Bahía Blanca Estuary, Pirámide Bay, and Ushuaia Bay / Anabela A. Berasategui, María C. López Abbate, Valeria C. D’Agostino, María L. Presta, Román Uibrig, Tami M. García, Eugenia Nahuelhual, Carlo J. Chazarreta, María S. Dutto, Maximiliano Garcia, Fabiana Capitanio, and Mónica S. Hoffmeyer Trophic Ecology of the White Croaker (Micropogonias furnieri Desmarest, 1823) and Rough Scad (Trachurus lathami Nichols, 1920) Larvae in the Río de la Plata Estuary / Laura Rodríguez-Graña, Mario Vera, Guillermo Cervetto, and Danilo L. Calliari Part V Gelatinous Zooplankton Diversity, Species Composition and Assemblage Dynamics of Estuarine Gelatinous and Semi-Gelatinous Zooplankton from Brazil / Miodeli Nogueira Jr., Lorena Silva do Nascimento, Pedro Vieira Maciel, Sebastião Tilbert, and Lívia Dias Oliveira An Overview of the Medusozoa from the Southwestern Atlantic / Agustín Schiariti, María S. Dutto, André Carrara Morandini, Renato M. Nagata, Daiana Y. Pereyra, Francisco A. Puente Tapia, Luciana Díaz Briz, and Gabriel Genzano Part VI Harmful Algae and Their Impacts Alexandrium tamarense/catenella Blooms in the Southwestern Atlantic: Paralytic Shellfish Toxin Production and Its Trophic Transference / Nora G. Montoya, Mario O. Carignan, and José I. Carreto Harmful Algal Blooms in the Río de la Plata Region / Silvia M. Méndez and José I. Carreto Harmful Marine Microalgae in Coastal Waters of Chubut (Patagonia, Argentina) / Alicia V. Sastre, Norma H. Santinelli, Miriam E. Solís, Laura B. Pérez, Soledad Díaz Ovejero, Leilén Gracia Villalobos, Andreana Cadaillón, and Valeria C. D’Agostino Part VII Plankton, Climate Change and Human-Induced Changes Composition and Structure of Phytoplankton Communities in Coastal Environments with Anthropogenic Disturbance (Patagonia, Argentina) / Norma H. Santinelli, Alicia V. Sastre, Mónica N. Gil, and José L. Esteves Responses of Subantarctic Marine Phytoplankton to Ozone Decrease and Increased Temperature / Marcelo P. Hernando, Gabriela Malanga, Gastón O. Almandoz, Irene R. Schloss, and Gustavo A. Ferreyra Global Change and Plankton Ecology in the Southwestern Atlantic / Elena S. Barbieri, María A. Marcoval, Rodrigo D. Hernández-Moresino, Mariela L. Spinelli, and Rodrigo J. Gonçalves Index

Note: Contents Part I Introduction to the Central Nervous System 1 Introduction to the Central Nervous System 1.1 The Neuron 1.2 The Nervous System 1.2.1 Peripheral Nervous System (Fig. 1.3) 1.2.2 Central Nervous System Bibliography 2 Neurocytology: Cells of the CNS 2.1 The Neuron 2.1.1 Dendrites 2.1.2 Soma 2.1.3 Golgi Type I and II Neurons 2.1.4 Dendritic Spines (Fig. 2.2) 2.1.5 Nucleus 2.1.6 Neuronal Cytoskeleton 2.1.7 Microtubules and Axoplasmic Flow 2.1.8 Neurofibrillary Tangles 2.2 Synapse 2.2.1 Synaptic Structure 2.2.2 Synaptic Types 2.2.3 Synaptic Transmission 2.2.4 Neurotransmitters (Table 2.3) 2.2.5 Modulators of Neurotransmission 2.2.6 Synaptic Vesicles (Fig. 2.16) (Table 2.4) 2.2.7 Effectors and Receptors 2.3 Supporting Cells of the Central Nervous System 2.3.1 Astrocytes (Figs. 2.6 and 2.14; Table 2.7) 2.3.2 Oligodendrocytes (Fig. 2.9) 2.3.3 Endothelial Cells 2.3.4 Mononuclear Cells: Monocytes and Microglia 2.3.5 Ependymal Cells (Fig. 2.20) 2.3.6 Supporting Cells in the Peripheral Nervous System 2.4 Response of the Nervous System to Injury 2.4.1 Degeneration 2.5 Regeneration 2.5.1 Peripheral Nerve Regeneration 2.5.2 Regeneration in the Central Nervous System 2.5.3 Neurogenesis in the Adult Brain Stem 2.5.4 Nerve Growth Factors (NGF) 2.5.5 Glial Response to Injury 2.6 Blood–Brain Barrier 2.6.1 Blood–Brain Barrier (Fig. 2.24) 2.6.2 Extracellular Space Specific References 3 Neuroembryology and Congenital Malformations 3.1 Formation of the Central Nervous System 3.2 Histogenesis 3.2.1 Repair of Damaged Nervous System 3.2.2 Growth Cone Guidance 3.2.3 Programmed Cell Death (PCD): Apoptosis 3.2.4 Neuronal Death 3.2.5 Development of Blood Vessels in the Brain 3.2.6 Ventricular System 3.2.7 Formation of Peripheral Nervous System 3.2.8 Spinal Cord Differentiation 3.3 Brain Differentiation 3.3.1 Rhombencephalon (Hindbrain) 〉 Pons, Medulla, and Cerebellum 3.3.2 Mesencephalon 〉 Adult Midbrain 3.3.3 Prosencephalon 〉 Cerebral Hemispheres and Diencephalon 3.3.4 Diencephalon 3.3.5 Cranial Nerves 3.3.6 Telencephalon 3.3.7 Primary Sulci 3.3.8 Development of the Cerebral Cortex 3.4 Prenatal Development of the Cerebral Cortex 3.5 Changes in the Cortical Architecture as a Function of Postnatal Age 3.6 Abnormal Development 3.6.1 Malformations Resulting from Abnormalities in Growth and Migration with Incomplete Development of the Brain 3.6.2 Genetically Linked Migration Disorders 3.6.3 Environmentally Induced Migration Disorder: Fetal Alcohol Syndrome 3.6.4 Malformations Resulting from Chromosomal Trisomy and Translocation 3.6.5 Malformations Resulting from Defective Fusion of Dorsal Structures 3.6.6 Malformations Characterized by Excessive Growth of Ectodermal and Mesodermal Tissue Affecting the Skin, Nervous System, and Other Tissues 3.6.7 Cutaneous Angiomatosis with Associated Malformations of the Central Nervous System 3.6.8 Malformations Resulting from Abnormalities in the Ventricular System Bibliography 4 Spinal Cord 4.1 Gross Anatomy 4.1.1 Spinal Cord: Structure and Function 4.1.2 Nerve Roots 4.1.3 Gray Matter 4.2 Interneurons 4.3 Central Pattern Generators 4.4 Segmental Function 4.4.1 Motor/Ventral Horn Cells 4.4.2 Sensory Receptors 4.4.3 Stretch Receptors 4.5 Nociception and Pain 4.5.1 Modulation of Pain Transmission 4.6 White Matter Tracts 4.6.1 Descending Tracts in the Spinal Cord 4.6.2 Ascending Tracts in the Spinal Cord 4.6.3 The Anterolateral Pathway 4.7 Upper and Lower Motor Neurons Lesions 4.7.1 Upper Motor Neuron Lesion (UMN) 4.7.2 Lower Motor Neuron Lesion 4.8 Illustrative Spinal Cord Case Histories 4.9 Illustrative Non-spinal Cord Cases with Involvement of Specific Peripheral Nerves: Case Histories 4.8–4.10 4.10 Carpal Tunnel Syndrome Bibliography 5 Brain Stem: Gross Anatomy 5.1 Gross Anatomical Divisions 5.1.1 Sites of Transition 5.2 Relationship of Regions in the Brain to the Ventricular System: Fig. 5.2 5.3 Gross Anatomy of Brain Stem and Diencephalon 5.3.1 Anterior Surface of Gross Brain Stem: Fig. 5.3 5.3.2 Posterior Surface of Brain Stem and Diencephalon: Fig. 5.4 5.4 Arterial Blood Supply to the Brain Stem and Diencephalon (Fig. 5.5) 5.4.1 Medulla 5.4.2 Pons 5.4.3 Midbrain 5.4.4 Diencephalon Bibliography 6 Brain Stem Functional Localization 6.1 Introduction to the Brain Stem 6.2 Differences Between the Spinal Cord and Brain Stem 6.3 Functional Localization in Brain Stem Coronal Sections and an Atlas of the Brain Stem 6.3.1 Medulla 6.3.2 Pons-Blood Supply: Basilar Artery and Its Branches 6.3.3 Midbrain Blood Supply: Basila Arrteraynd Posterio Crerebral Arteries 6.4 Midbrain Tectum 6.5 Midbrain Tegmentum 6.6 Superior Colliculus 6.6.1 Midbrain Tegmentum 6.6.2 Blood Supply: Posterior Cerebral Arteries 6.7 Superior Colliculus Tectum 6.8 Superior Colliculus Tegmentum 6.8.1 Superior ColliculusVentricular Zone 6.9 Functional Centers in the Brain Stem 6.9.1 Reticular Formation 6.9.2 Respiration Centers 6.9.3 Cardiovascular Centers 6.9.4 Deglutition 6.9.5 Vomiting 6.9.6 Emetic Center 6.9.7 Coughing 6.9.8 Taste 6.10 Localiozation of Dysfunction in the Cranial Nerves Associated with the Eye (Table 6.8) 6.11 Localization of Disease Processes in the Brain Stem 6.11.1 Exercise to Identify the Tracts and Nuclei in the Brain Stem (Figs. 6.10–6.14) Bibliography 7 The Cranial Nerves 7.1 How the Cranial Nerves Got Their Numbers 7.2 Functional Organization of Cranial Nerves 7.3 The Individual Cranial Nerves 7.3.1 Cranial Nerve I, Olfactory (Fig. 7.4), Special Sensory/Special Visceral Afferent 7.3.2 Cranial Nerve II, Optic (Fig. 7.5), Special Somatic Sensory 7.3.3 Cranial Nerve III, Oculomotor (Fig. 7.6), Pure Motor (Somatic and Parasympathetic, Only III) 7.3.4 Cranial Nerve IV, Trochlear (Fig. 7.6), Pure Motor 7.3.5 Cranial Nerve VI, Abducens (Fig. 7.6), Pure Motor 7.3.6 Cranial Nerve V, Trigeminal (Fig. 7.7), Mixed Nerve (Sensory and Motor but No Parasympathetic) 7.3.7 Cranial Nerve VII, Facial (Fig. 7.8), Mixed Nerve (Sensory, Motor, Parasympathetic) 7.3.8 Cranial Nerve VIII, Vestibulocochlear (Fig. 7.9), Pure Special Somatic Sensory 7.4 Auditory Pathway 7.4.1 Cranial Nerve IX, Glossopharyngeal (Fig. 7.13), Mixed (Sensory, Motor, Parasympathetic): Nerve to Third Pharyngeal Arch 7.4.2 Cranial Nerve X, Vagus (Fig. 7.14), Mixed (Sensory, Motor, Parasympathetic), and Longest Cranial Nerve 7.4.3 Cranial Nerve XI, Spinal Accessory (Fig. 7.15), Pure Motor: Somatic and Visceral 7.4.4 Cranial Nerve XII, Hypoglossal (Fig. 7.16): Pure Motor Nerve 7.5 Cranial Nerve Dysfunction 7.6 Cranial Nerve Case Histories Bibliography 8 Diencephalon 8.1 Overview 8.2 Functional Organization of Thalamic Nuclei (Table 8.1) 8.2.1 Sensory and Motor Relay Nuclei: The Ventrobasal Complex and Lateral Nucleus 8.2.2 Limbic Nuclei: The Anterior, Medial, Lateral Dorsal, Midline, and Intralaminar Nuclei (Fig. 8.4) 8.2.3 Specific Associational: Polymodal/Somatic Nuclei, the Pulvinar Nuclei (Fig. 8.5) 8.2.4 Special Somatic Sensory Nuclei: Vision and Audition, the Lateral Geniculate and Medial Geniculate Nuclei of the Metathalamus (Fig. 8.5): The Special Somatic Sensory Cranial Nerves Are Cranial Nerves II and VIII 8.2.5 Nonspecific Associational 8.3 White Matter of the Diencephalon 8.4 Relationship Between the Thalamus and the Cerebral Cortex (Figs. 8.7 and 8.8) 8.5 Subthalamus (Fig. 8.3) 8.6 Thalamic Atlas Figs. 8.10, 8.11, and 8.12 8.7 Level: Midbrain, Diencephalic Junction (Fig. 8.10) 8.8 Level: Midthalamus (Fig. 8.11) 8.9 Level: Anterior Tubercle of Thalamus (Fig. 8.12) Bibliography 9 Hypothalamus, Neuroendocrine System, and Autonomic Nervous System 9.1 Hypothalamus 9.1.1 Hypothalamic Nuclei 9.1.2 Afferent Pathways 9.1.3 Efferent Pathways (Fig. 9.6) 9.1.4 Functional Stability 9.2 Neuroendocrine System, the Hypothalamus, and Its Relation to the Hypophysis 9.2.1 Hypophysis Cerebri 9.2.2 Hypothalamic–Hypophyseal Portal System 9.2.3 Hypophysiotrophic Area 9.2.4 Hormones Produced by Hypothalamus 9.2.5 Hormones Produced in Adenohypophysis (Fig. 9.12) 9.2.6 Case 9.1 9.2.7 Hypothalamus and the Autono

Note: Contents 1 General Chemical Concepts Introduction Periodic Table and Element Groups Chemical Bonding Chemical Reactions, Stoichiometry, and Kinetics Equilibrium, Steady-State, and Residence Time General Concepts of Organic Chemistry Aqueous Solubility and Polarity Diffusion and Osmotic Potential Freezing Exclusion and Concentration of Solutes Defining Dissolved and Particulate Phases SI Units and Concentrations Ionic Charge Balance Stable Isotope Chemistry 2 Soil Biogeochemistry Introduction Soil Formation and Pedogenesis Soil Classification Soil Texture and Coarse Fragments Soil Moisture Mineralogy Physical-Chemical Features of Clays and Other Soil Colloids Clay Colloids Humic Colloids Chemical Processes in Soils Ion Exchange and Adsorption in Soils Soil Ion Exchange Chemistry and Base Saturation Acidification Complexation Leaching Dissolution and Precipitation Reactions Comparative Analysis of Soil Chemical Properties Soil Exchange Chemistry Soil Distributions of Aluminum Vertical Distributions of Organic Carbon, Nitrogen, and Phosphorus in Soils Forms of Organic Nitrogen in Soils Patterns of Soil Solution Chemistry Integrated Processes of Nutrient Supply and Storage in Soils 3 Microbial Biogeochemistry Introduction Redox Conditions Microbial Nitrogen Transformations Nitrogen Fixation Mineralization or Ammonification Nitrogen Immobilization Nitrification Denitrification Dissimilatory Nitrate Reduction to Ammonium (DNRA) Assimilatory Nitrate Reduction Microbial Sulfur Transformations Mineralization of Organic Sulfur Anaerobic Dissimilatory Sulfate Reduction Assimilatory Sulfate Reduction Microbial Carbon Transformations Fermentation Methane Production Organic Acid Synthesis by Microbes Microbial Processes that Contribute to Bioremediation or Metal Transformations 4 Plant Biogeochemistry Introduction General Plant Chemistry Plant Functional Morphology and Growth Allocation Aboveground Structure and Function Belowground Structure and Function of the Root System Growth Allocation and Root:Shoot Relationships Carbon Fixation, Metabolism, and Plant Production Photosynthesis and Nutrients Photosynthesis and Water Respiration and Metabolism Exchange of Carbon Dioxide in a Forest Ecosystem Energy Budgets and Primary Production Whole-Plant Carbon Cycling and Allocation Metabolic Allocation to Plant Defense Plant Nutrient Cycling Plant Nutrient Absorption Implications of Nutrient Uptake for Acid-Base Chemistry Plant Transport or Translocation of Nutrients Plant Nutrient Resorption Detrital Cycling of Plant Nutrients Plant Canopy Processes Affecting Element Cycling NUE as an Index of Plant Nutrition and Nutrient Cycling Nutrient Limitation Effects of Chemical Stress on Plants Effects of Acidic Deposition on Plant Membrane-Bound Calcium Aluminum Antagonism and Toxicity Stress Plant Responses to Ozone Stress 5 Cycling of Organic Matter Introduction Ecosystem Perspective Storage of Organic Matter in Forest Soils, Biomass, and Woody Debris Soil Organic Matter and Soil Carbon Storage Forest Floor Storage Turnover Rates and Age of Soil Organic Matter Reservoirs Influence of Land Management and Disturbance on SOM Aboveground and Belowground Biomass Coarse Woody Debris Transfers of Organic Matter in Detritus and Solution Aboveground Litterfall Belowground Detrital Inputs From Root Mortality and Turnover Solution Transfers of DOM Decomposition of Organic Matter General Processes of Decomposition Wood Decay Processes Decomposition Rates and Decay Constants Element Cycling Patterns in Decaying Organic Matter Substrate Controls on Decomposition Environmental Controls on Decomposition Biological Influences on Decomposition Transfers of CO2 in the Organic Matter Budget of a Forest Ecosystem 6 Atmospheric Deposition Introduction Atmospheric Chemistry Deposition Processes and Patterns Atmospheric Emissions and Deposition of Sulfur and Nitrogen Measurement and Analysis of Atmospheric Deposition Wet Deposition Dry Deposition Analysis of Precipitation Chemistry Environmental Patterns of Precipitation Chemistry and Atmospheric Deposition Daily Patterns Monthly Patterns Multi-year Trends in Precipitation Chemistry Long-Term Historical Trends in Atmospheric Deposition of Mercury Spatial Patterns: Deposition in North America Spatial Patterns: Influence of Vegetation and Canopy Structure on Atmospheric Deposition Spatial Patterns: Comparison of Atmospheric Deposition at Different Forest Sites Modeling Atmospheric Deposition Patterns A Case Study of Deposition Inputs to a Forest Ecosystem 7 Mineral Weathering Introduction Ecosystem Context Mineral Weathering Processes Heterogeneous Mineral Weathering at Different Scales Controls on Mineral Weathering Rates Mineralogical Controls Influence of Acidity and Complexing Ligands on Weathering Rates Experimental Effects of Acidity on Weathering Rates Physical Influences on Weathering Rates Biotic Influences on Mineral Weathering Rates Influence of Mineral Dissolution on the Solution Chemistry of Natural Waters Genesis and Weathering of Clays Methods of Estimating Weathering Contributions to Ecosystem Element Budgets Mass Balance Estimation Element Tracers as Indicators of Weathering Rates Weathering Estimation with Mineral Depletion Techniques Comparison of Weathering Estimates Comparison of Weathering in Different Ecosystems 8 Watershed Hydrology Ecosystem and Landscape Perspectives Influence of Geology and Soils on Storage and Movement of Water Soil Hydrologic Properties Water Movement and Streamflow Generation in a Watershed Inferring Stream Hydrology from Stream Chemistry in Small Watersheds Water Balance of a Watershed Ecosystem Measurement Techniques for Ecosystem Water Budgets Components of a Water Budget: Precipitation Inputs Components of a Water Budget: Evapotranspiration (ET) Components of a Water Budget: Hydrologic Storage Components of a Water Budget: Stream Runoff Integrated Analysis of a Water Budget 9 Aqueous Chemistry Introduction An Example of Soil Solution Chemistry: Analysis and Interpretation General Concepts of Aqueous Chemistry Sample Collection and Analysis Selection of Analytical Parameters Alkalinity or Acid Neutralizing Capacity (ANC) Acidity and pH Conductivity Ionic Strength and Ion Activity Influence of Temperature on Solution Equilibria Hydrolysis and Chemical Speciation as a Function of pH Rate-Limited Versus Equilibrium Conditions Differential Anion Mobility Effects of Ecosystem Processes on Solution Chemistry Case Studies: Analysis and Interpretation of Aqueous Chemistry in Natural Waters Controls on the Chemistry of Forest Floor Leachates Comparison of Stream Chemistry Along a Hydrologic Flow Gradient Changes in Solution Chemistry and ANC Generation Along a Watershed Drainage Gradient Effects of Land Use on Watershed Exports of Nutrients in Stream Runoff 10 Integrated Element Cycling Introduction General Concepts of Element Cycling Terminology Comparison of Element Cycles in Terrestrial Ecosystems Nitrogen Cycle Calcium Cycle Aluminum Cycle Nutrient Cycling in Relation to Ecosystem Succession Chemical Input-Output Budgets for Watershed Ecosystems Element Cycling at the Landscape Scale: Exports of N and P from Large Watersheds Element Cycling at the Global Scale Global Nitrogen Cycle Global Carbon Cycle 11 Biogeochemical Models Introduction Considerations in the Development of a Biogeochemical Model Steps in Building a Biogeochemical Model An Introductory Model of Watershed Nitrogen Cycling Applications of Biogeochemical Models TREGRO: A Model to Simulate Plant Responses to Interacting Stresses TEM: A Global Model of Net Primary Productivity The CENTURY Soil Organic Matter Model PnET-BGC: An Integrated Biogeochemical Model Watershed Acidification Models Nutrient Cycling Models Models in Watershed Hydrology 12 Ecosystem Disturbance and Stress Introduction Disturbance and Recovery in the Context of Ecological Succession Effects of Forest Harvesting on Watershed Ecosystems Twenty Years of Recovery Following H

Note: Contents Sub-Basin Scale Heterogeneity in the Polymeric Composition of Floating Microplastics in the Mediterranean Sea / Giuseppe Suaria, Carlo Giacomo Avio, Francesco Regoli and Stefano Aliani Floating Microplastics in the Northwestern Mediterranean Sea: Temporal and Spatial Heterogeneities / Mel Constant, Philippe Kerherve, Jennifer Sola, Anna Sanchez-Vidal, Miquel Canals and Serge Heussner Microplastic Abundance and Polymer Types in a Mediterranean Environment / Nikoletta Digka, Catherine Tsangaris, Helen Kaberi, Argyro Adamopoulou and Christina Zeri TARA Mediterranean Expedition: Assessing the Impact of Microplastics on Mediterranean Ecosystem / Maria Luiza Pedrotti, Maria Grazia Mazzocchi, Fabien Lombard, François Galgani, Marie Emmanuelle Kerros, Maryvonne Henry, Amanda Elineau, Stéphanie Petit, María Luz Fernandez-de-Puelles, Stéphane Gasparini, Valentina Tirelli, Jean-Louis Jamet and Gabriel Gorsky Statistical Methodology for Identifying Microplastic Samples Collected During TARA Mediterranean Campaign / Mathilde Falcou-Préfol, Mikaël Kedzierski, Jonathan Villain, Marie Emmanuelle Kerros, Amanda Elineau, Maria Luiza Pedrotti and Stéphane Bruzaud Toward 3D Modeling the Plastic Marine Debris in the Mediterranean / Giovanni Coppini, Svitlana Liubartseva, Rita Lecci, Sergio Cretì, Giorgia Verri, Emanuela Clementi and Nadia Pinardi Assessment of Microplastics Marine Pollution from an Environmental NGO’s Point of View: The First Study About the Widespread Presence of Plastic Pellets Along the Italian Coast / Stefania Di Vito, Giorgio Zampetti, Maria Sighicelli, Serena Carpentieri and Loris Pietrelli Microplastics from Wastewater Treatment Plants—Preliminary Data / Ricardo Gouveia, Joana Antunes, Paula Sobral and Leonor Amaral Challenging the Microplastic Extraction from Sandy Sediments / Mikaël Kedzierski, Véronique Le Tilly, Patrick Bourseau, Hervé Bellegou, Guy César, Olivier Sire and Stéphane Bruzaud Are Our Synthetic Fabrics Released into the Marine Environment? Evidences on Microplastics Pollution in Wastewater Coming from Our Laundry / Raquel Villalba, Àngels Rovira and Laura Gelabert Analytical Approach for the Detection of Micro-sized Fibers from Textile Laundry / Jasmin Haap and Edith Classen Study on Microplastics Release from Fishing Nets / Alessio Montarsolo, Raffaella Mossotti, Alessia Patrucco, Marina Zoccola, Rosalinda Caringella, Pier Davide Pozzo and Claudio Tonin A Research on Microplastic Presence in Outdoor Air / Meral Yurtsever, Ahmet Tunahan Kaya and Senem Çiftçi Bayraktar Commonly Used Disposable Plastic Bags as a Source of Microplastic in Environment / Meral Yurtsever and Ulaş Yurtsever From Coral Triangle to Trash Triangle—How the Hot spot of Global Marine Biodiversity Is Threatened by Plastic Waste / Markus T. Lasut, Miriam Weber, Fransisco Pangalila, Natalie D. C. Rumampuk, Joice R. T. S. L. Rimper, Veibe Warouw, Stella T. Kaunang and Christian Lott Preliminary Assessment of Microplastic Accumulation in Wild Mediterranean Species / Manuela Piccardo, Serena Felline and Antonio Terlizzi Zooplankton and Plastic Additives—Insights into the Chemical Pollution of the Low-Trophic Level of the Mediterranean Marine Food Web / Natascha Schmidt, Javier Castro-Jiménez, Vincent Fauvelle and Richard Sempéré Microplastics in Juvenile Commercial Fish from an Estuarine Environment / Filipa Bessa, Pablo Barría, João M. Neto, João P. G. L. Frias, Vanessa Otero, Paula Sobral and João Carlos Marques Plastic Soles: Microplastic Litter in the Gastrointestinal Tract of Solea solea from the Adriatic Sea / Giulio Pellini, Alessio Gomiero, Tomaso Fortibuoni, Gianna Fabi, Fabio Grati, Anna Nora Tassetti, Piero Polidori, Carmen Ferra Vega and Giuseppe Scarcella Size-Selective Feeding by Mesopelagic Fish Can Impact Ocean Surface Abundance of Small Plastic Particles / John van den Hoff, Cecilia Eriksson, Harry Burton and Martin Schultz Dynamics in Microplastic Ingestion During the Past Six Decades in Herbivorous Fish on the Mediterranean Israeli Coast / Noam van der Hal, Erez Yeruham and Dror L. Angel Nanoplastic Impact on Human Health—A 3D Intestinal Model to Study the Interaction with Nanoplastic Particles / Roman Lehner, Alke Petri-Fink and Barbara Rothen-Rutishauser Imitating the Weathering of Microplastics in the Marine Environment / Kathrin Oelschlägel, Jenny Pfeiffer and Annegret Potthoff Microbial Degradation of HDPE Secondary Microplastics: Preliminary Results / Panagiota Tsiota, Katerina Karkanorachaki, Evdokia Syranidou, Martina Franchini and Nicolas Kalogerakis Assessing Marine Biodegradability of Plastic—Towards an Environmentally Relevant International Standard Test Scheme / Miriam Weber, Dorothée Makarow, Boris Unger, Nike Mortier, Bruno De Wilde, Miriam van Eekert, Els Schuman, Maurizio Tosin, Michele Pognani, Francesco Degli Innocenti, Demetres Briassolis, Antonis Mistriotis, Maarten van der Zee and Christian Lott Marine Fate of Biodegradable Plastic—Substitution Potential and Ecological Impacts / Christian Lott, Andreas Eich, Nora-Charlotte Pauli, Tobias Mildenberger, Christian Laforsch, Jana S. Petermann, Markus T. Lasut and Miriam Weber Biodegradable Poly(Butylene Succinate)-Based Composites for Food Packaging / Salvatore Mallardo, Valentina De Vito, Mario Malinconico, Maria Grazia Volpe, Gabriella Santagata and Maria Laura Di Lorenzo Degradation of Biodegradable Plastic Buried in Sand / Mariacristina Cocca, Francesca De Falco, Gennaro Gentile, Roberto Avolio, Maria Emanuela Errico, Emilia Di Pace and Maurizio Avella Non-conventional Ultrasound-Assisted Extraction of Alginates from Sargassum Seaweed: From Coastal Waste to a Novel Polysaccharide Source / Gabriella Santagata, Giorgio Grillo, Barbara Immirzi, Silvia Tabasso, Giancarlo Cravotto and Mario Malinconico Eco-Sustainable Finishing Treatment of Polyamide Fabrics to Reduce the Release of Microplastics During Washing Processes / Francesca De Falco, Maria Pia Gullo, Gennaro Gentile, Roberto Avolio, Maria Emanuela Errico, Emilia Di Pace, Veronica Ambrogi, Maurizio Avella and Mariacristina Cocca Mitigation of the Impact Caused by Microfibers Released During Washings by Implementing New Chitosan Finishing Treatments / Raffaella Mossotti, Alessio Montarsolo, Alessia Patrucco, Marina Zoccola, Rosalinda Caringella, Pier Davide Pozzo and Claudio Tonin MWCNT/Polyaniline Nanocomposites Used for pH Nanosensors of Marine Waters / Anita Grozdanov, Aleksandar Petrovski, Perica Paunovik, Aleksandar T. Dimitrov and Maurizio Avella Removal of Heavy Metal Ions from Wastewater Using Bio- and Nanosorbents / Anita Grozdanov, Katerina Atkovska, Kiril Lisickov, Gordana Ruseska and Aleksandar T. Dimitrov Banning Microplastics in Cosmetic Products in Europe: Legal Challenges / Esther Kentin

Note: Contents Part I Introduction 1 Evolution and Progress Accomplished During Previous French-Japanese Symposiums of Oceanography / Hubert-Jean Ceccaldi 2 Challenge to Resolve Problems in the Ocean and Coastal Waters in Future Earth with Stronger Cooperation Between the Two Societies Franco-Japonaise of Oceanography / Teruhisa Komatsu Part II Natural and Anthropogenic Impacts 3 Slower Decrease in Radioactive Concentrations in Some Fish Species After the Fukushima Daiichi Nuclear Power Plant Disaster / Hisayuki Arakawa 4 Influence of Behavioral Patterns of Several Fish Species on Their Radioactive Cesium Concentrations Revealed with a Biotelemetry System After the Nuclear Accident Caused by the 2011 Great East Japan Earthquake / Keiichi Uchida, Kohei Hasegawa, Yoshinori Miyamoto, Hisayuki Arakawa, Seiji Akiyama and Naoto Hirakawa 5 Estimate of Water Quality Change in Osaka Bay Caused by the Suspension of Marine Sediment with Mega Tsunami / Mitsuru Hayashi, Satoshi Nakada, Shunich Koshimura and Eiichi Kobayashi 6 Litter in the Mediterranean Sea / François Galgani 7 The European eel (Anguilla anguilla) in France: An Example of Close Cooperation Among Researchers and Fishers to Study and Manage an Endangered Species / Patrick Prouzet, Elsa Amilhat, Catherine Boisneau, Philippe Boisneau, Eric Feunteun and Nicolas Michelet 8 Trophic Cascade in Seaweed Beds in Sanriku Coast Hit by the Huge Tsunami on 11 March 2011: Sea Urchin Fishery as a Satoumi Activity Serving for Increase in Marine Productivity and Biodiversity / Teruhisa Komatsu, Shuji Sasa, Hiroki Murata, Shuhei Sawayama, Masahiro Hamana, Minami Asada, Ryo Tsujimoto, Genki Terauchi and Tetsuo Yanagi 9 The English Channel: Becoming like the Seas Around Japan / Jean-Claude Dauvin, Jean-Philippe Pezy and Alexandrine Baffreau Part III Physical Oceanography 10 Recent Research Results and Future Project in the Antarctic Ocean by Umitaka-Maru Research Group for Physical Oceanography / Yujiro Kitade, Keishi Shimada, Shigeru Aoki and Kay I. Ohshima 11 Response of Near-Inertial Internal Waves to Various Typhoon-Tracks Around the Tango Peninsula, Japan / Keiichi Yamazaki, Yujiro Kitade, Yosuke Igeta, Yutaka Kumaki and Tatsuro Watanabe 12 A High-Resolution Unstructured Grid Finite Volume Model for Currents Around Narrow Straits of Matsushima Bay / Hidekazu Shirai, Ritsuki Kunisato, Shinya Magome, Teruhisa Hattori, Takamasa Takagi, Katsuaki Okabe, Kazufumi Takayanagi and Shigeho Kakehi 13 Observation of Near-Bottom Current on the Continental Shelf Off Sanriku / Daigo Yanagimoto, Kiyoshi Tanaka, Shinzou Fujio, Hajime Nishigaki and Miho Ishizu Part IV Innovative Research 14 Control of Pressure-Driven Microdroplet Formation and Optimum Encapsulation in Microfluidic System / Mathias Girault, Akihiro Hattori, Hyonchol Kim, Kenji Matsuura, Masao Odaka, Hideyuki Terazono and Kenji Yasuda 15 Development of a De-oiling System for Seabed Sediments / Yoshichika Ikeda, Motohiro Miki, Hisayuki Arakawa and Mitsuru Izumi 16 Development of an Optical Detection System of Fuel Oil on Seabed Sediments / Akira Matsumoto, Kazuki Toguchi, Yoshichika Ikeda and Hisayuki Arakawa 17 Retinomotor and Stress Responses of Marbled Sole Pseudopleuronectes Yokohamae Under the LEDs / Rena Shibata, Yasuyuki Uto, Kenichi Ishibashi and Takashi Yada 18 Metabolome Profiling of Growth Hormone Transgenic Coho Salmon by Capillary Electrophoresis Time-of-Flight Mass Spectrometry / Toshiki Nakano, Hitoshi Shirakawa, Giles Yeo, Robert H. Devlin and Tomoyoshi Soga 19 Estimating the Diets of Fish Using Stomach Contents Analysis and a Bayesian Stable Isotope Mixing Models in Sendai Bay / Hiroyuki Togashi, Yukinori Nakane, Yosuke Amano and Yutaka Kurita Part V Coastal Ecosystem and Management 20 Ecological Status of Atlantic Salmon (Salmo Salar L.) in France: Need for an Ecosystemic Approach / Patrick Prouzet and Nicolas Michelet 21 Challenges to Harmonize Sustainable Fishery with Environmental Conservation in the Coastal Ecosystems Under Oligotrophication / Masakazu Hori, Masahito Hirota, Franck Lagarde, Sandrine Vaz, Masami Hamaguchi, Naoaki Tezuka, Mitsutaku Makino and Ryo Kimura 22 One-Year Colonization by Zoobenthic Species on an Eco-Friendly Artificial Reef in the English Channel Intertidal Zone / Jean-Claude Dauvin and Aurélie Foveau 23 New Installations of Artificial Reefs Along the Coast of the Landes (South–West Atlantic Coast of France) / Gérard Fourneau, Florence Dufour, Aurélie Penne, Nelly Ferrou, Thomas Scourzic, Aurore Laborde and Elodie Zaccari 24 Marine Ecosystem Services: Perception of Residents from Remote Islands, Taketomi Town / Kazumi Wakita, Keiyu Kohama, Takako Masuda, Katsumi Yoshida, Taro Oishi, Zhonghua Shen, Nobuyuki Yagi, Hisahi Kurokura, Ken Furuya and Yasuwo Fukuyo 25 Quantitative Mapping of Fish Habitat: From Knowledge to Spatialised Fishery Management / Sandrine Vaz and Olivier Le Pape 26 Do Our Ocean Policies Make Any Difference in the Wellbeing of Coastal Communities? / Yves Henocque Part VI Aquaculture 27 Heterogeneity of Japanese Oyster (Crassostrea Gigas) Spat Collection in a Shellfish Farmed Mediterranean Lagoon / Franck Lagarde, Martin Ubertini, Serge Mortreux, Adeline Perignon, Axel Leurion, Patrik Le Gall, Claude Chiantella, Slem Meddah, Jean-Louis Guillou, Gregory Messiaen, Béatrice Bec, Cécile Roques, Delphine Bonnet, Hélène Cochet, Ismaël Bernard, Erika Gervasoni, Marion Richard, Gilles Miron, Annie Fiandrino, Stephane Pouvreau and Emmanuelle Roque D’orbcastel 28 Suitable Oyster Culture Density in Oginohama Bay, Miyagi, Japan / Yutaka Okumura, Akatsuki Nawata, Hiroshi Ito, Akio Oshino and Motoyuki Hara 29 Population Dynamics of the Manila Clam Ruditapes Philippinarum and Implications of the 2011 Tsunami Impact in Two Shallow, Semi-enclosed Bays in Northeastern Japan / Hirokazu Abe, Masami Hamaguchi, Naoto Kajihara, Yuichi Taniai, Akio Oshino, Akihiro Moriyama and Takashi Kamiyama 30 Feed and Feeding in Certification Schemes of Sustainable Aquaculture / Catherine Mariojouls, Raphaëla Le Gouvello and François Simard Part VII Short and Preliminary Communications 31 French Bluefin Tuna Longline Fishery Bycatch Programme / François Poisson, Sophie Arnaud-Haond, Hervé Demarcq, Luisa Métral, Blandine Brisset, Delphine Cornella and Bertrand Wendling 32 137 Cs and Tritium Concentrations in Seawater off the Fukushima Prefecture: Results from the SOSO 5 Rivers Cruise (October 2014) / Michio Aoyama, Hervé Thébault, Y. Hamajima, Sabine Charmasson, Mireille Arnaud and Céline Duffa Correction to: Oceanography Challenges to Future Earth / Teruhisa Komatsu, Hubert-Jean Ceccaldi, Jiro Yoshida, Patrick Prouzet and Yves Henocque Author Index

Note: IntroductionSingle-particle motions -- Plasmas as fluids -- Waves in plasmas -- Diffusion and resistivity -- Equilibrium and stability -- Kinetic theory -- Nonlinear effects -- Special plasmas -- Plasma applications..

Note: Contents Part I Challenges 1 Factor X – 25 Years – “Factor X Concept” Is Essential for Achieving Sustainable Development / Harry Lehmann, Friedrich Schmidt-Bleek, and Christopher Manstein 2 Necessities for a Resource Efficient Europe / Leida Rijnhout, Magda Stoczkiewicz, and Meadhbh Bolger 3 Global Megatrends and Resource Use – A Systemic Reflection / Ullrich Lorenz, Harald Ulrik Sverdrup, and Kristin Vala Ragnarsdottir 4 Data, Indicators and Targets for Comprehensive Resource Policies / Stephan Lutter, Stefan Giljum, and Martin Bruckner 5 The Critical Raw Materials Concept: Subjective, Multifactorial and Ever-Developing / Jan Kosmol, Felix Müller, and Hermann Keßler 6 Equitable, Just Access to Natural Resources: Environmental Narratives during Worsening Climate Crises / Patrick Bond Part II Implementation Strategies 7 Circular Economy: Origins and Future Orientations / Riina Antikainen, David Lazarevic, and Jyri Seppälä 8 Financial System, and Energy and Resource Husbandry / R. Andreas Kraemer 9 Developing Resource Competence – Anchoring Resource Conservation and Efficiency in the German Education System / Carolin Baedeker, Holger Rohn, Michael Scharp, and Jaya Bowry 10 The Way from Problem Scope Towards the Vision of a Low Resource Society – The First Working Period of the Resources Commission at the German Environment Agency (KRU) / Sascha Hermann and Christa Liedtke 11 Implementing Resource Efficiency in Europe – Overview of Policies, Instruments and Targets in 32 European Countries / Paweł Kaźmierczyk 12 The Resource Nexus and Resource Efficiency: What a Nexus Perspective Adds to the Story / Raimund Bleischwitz and Michal Miedzinski 13 Germany’s Resource Efficiency Agenda: Driving Momentum on the National Level and Beyond / Reinhard Kaiser 14 Results of Three Cost-Effective, Innovative and Transferable Resource-Efficiency Instruments for Industries in the Basque Country / Ander Elgorriaga Kunze and Ignacio Quintana San Miguel 15 The Circular Economy Package of the European Union / Joachim Wuttke 16 Saving Natural Resources Through Conversion and Constructional Densification in Urban Areas: Ecological Potentials and Limits / Daniel Reißmann and Matthias Buchert 17 The Path to Degrowth for a Sustainable Society / Serge Latouche Part III Examples of Good Practice 18 Social Innovation Repair – The R.U.S.Z Case: A Systemic Approach Contributing to the Unplanned Obsolescence of Capitalism / Sepp Eisenriegler and Greta Sparer 19 Resource Efficiency in the Building Sector / Klaus Dosch 20 Eco Efficiency and Circular Production: Cases from the Netherlands’ Eastern Region / Frank A.G. den Butter and Harry A.A.M. Webers 21 An Approach to Identify Resource Patterns on a Neighborhood Level / Magnus Österbring, Leonardo Rosado, Holger Wallbaum, and Paul Gontia 22 Strategic Business Examples from Finland: The Growth of the Smartup Industry / Tuuli Kaskinen, Satu Lähteenoja, Mikael Sokero, and Iiris Suomela 23 Circular Flanders: Adaptive Policy for a Circular Economy / Sam Deckmyn 24 The 100 Companies Project Resource Efficient Practice Cases from Producing Industry / Mario Schmidt 25 Lifestyle Material Footprint of Finnish Households – Insights, Targets, Transitions / Michael Lettenmeier 26 Construction 4.0: The LifeCycle Tower and Digitalised Timber Construction / Hubert Rhomberg 27 Protect Resources, Strengthen the Economy: Good Examples for Resource Efficiency in Industry and Handicraft Businesses / Peter Jahns 28 Chemical Leasing: A Business Model to Drive Resource Efficiency in the Supply Chain / Reinhard Joas, Veronika Abraham, and Anke Joas 29 Resource Efficiency for the Manufacturing Industries – A Holistic Approach / Werner Maass, Christof Oberender, and Martin Vogt 30 Towards a Resource Efficient and Greenhouse Gas Neutral Germany 2050 / Jens Günther, Harry Lehmann, Ullrich Lorenz, David Pfeiffer, and Katja Purr 31 Pope Francis’ Encyclical Laudato Si’ as a Catalyst for Societal Transformation? Critical Remarks and Presentation of an Inspired Exemplary Project as a Driver for Sustainability / Ulrich Bartosch, Christian Meier, and Till Weyers Index