ALBERT

Note: Contents 1 Using Lake Sedimentary DNA to Reconstruct Biodiversity Changes / Eric Capo, Cécilia Barouillet, and John P. Smol 2 The Sources and Fates of Lake Sedimentary DNA / Charline Giguet-Covex, Stanislav Jelavić, Anthony Foucher, Marina A. Morlock, Susanna A. Wood, Femke Augustijns, Isabelle Domaizon, Ludovic Gielly, and Eric Capo 3 The Sedimentary Ancient DNA Workflow / Peter D. Heintzman, Kevin Nota, Alexandra Rouillard, Youri Lammers, Tyler J. Murchie, Linda Armbrecht, Sandra Garcés-Pastor, and Benjamin Vernot 4 Bacterial and Archaeal DNA from Lake Sediments / Aurèle Vuillemin, Marco J. L. Coolen, Jens Kallmeyer, Susanne Liebner, and Stefan Bertilsson 5 Cyanobacterial DNA from Lake Sediments / Marie-Eve Monchamp and Frances R. Pick 6 Protist DNA from Lake Sediments / Cécilia Barouillet, Isabelle Domaizon, and Eric Capo 7 Diatom DNA from Lake Sediments / Katharina Dulias, Laura S. Epp, and Kathleen R. Stoof-Leichsenring 8 Aquatic Vegetation DNA from Lake Sediments / Aloïs Revéret, Inger G. Alsos, and Peter D. Heintzman 9 Aquatic Animal DNA from Lake Sediments / Irene Gregory-Eaves, Marie-Eve Monchamp, and Zofia E. Taranu 10 Terrestrial Plant DNA from Lake Sediments / Sandra Garcés-Pastor, Kevin Nota, Dilli P. Rijal, Sisi Liu, Weihan Jia, Maria Leunda, Christoph Schwörer, Sarah E. Crump, Laura Parducci, and Inger G. Alsos 11 Terrestrial Fauna and Hominin DNA from Sedimentary Archives / Tyler J. Murchie, Charline Giguet-Covex, Peter D. Heintzman, Viviane Slon, and Yucheng Wang 12 An Overview of Biodiversity and Network Modeling Approaches: Applications to Sedimentary DNA Records / Zofia E. Taranu, Irene Gregory-Eaves, and Marie-Eve Monchamp 13 Perspectives and Future Developments Within Sedimentary DNA Research / Luke E. Holman, Yi Wang, Rikai Sawafuji, Laura S. Epp, Kristine Bohmann, and Mikkel Winther Pedersen Glossary, Acronyms and Abbreviations 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 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: 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 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 References 2 Meteorology as a Natural Science 2.1 Definition of the Atmosphere 2.2 Methods of Research of the Atmosphere 2.2.1 Experimental Method of Research 2.3 Relationship Between Meteorology and Other Sciences 2.4 Classification of Meteorology 2.4.1 Classification Based on the Studied Area 2.4.2 Classification According to the Scale of Processes 2.5 The Modern Term of Meteorology References 3 Historical Background 3.1 Aristotle’s Meteorologica 3.2 Early Research Period 3.3 Modern Research Period References 4 Structure and Composition of the Atmosphere 4.1 Earth Spheres 4.2 Basic Characteristics of the Atmosphere 4.3 Origin of the Atmosphere 4.4 Chemical Composition of the Atmosphere 4.5 Significant Atmospheric Gases 4.5.1 General Facts About the Atmosphere 4.6 Atmospheric Structure 4.6.1 Thermal Structure of the Atmosphere 4.7 Magneto-electronic Structure References 5 Energy and Radiation 5.1 Basic Features 5.2 Radiation Laws 5.3 Electromagnetic Radiation 5.4 Solar Radiation 5.4.1 Solar Constant 5.4.2 Direct Solar Radiation 5.4.3 Diffused Solar Radiation (D) 5.4.4 Solar Radiation Factors 5.4.5 Temporal and Spatial Changes in Insolation 5.5 Optical Radiation 5.5.1 UV Index 5.5.2 UV Index Factors 5.6 Ozone Layer 5.7 Earth Longwave Radiation 5.7.1 Earth’s Annual and Global Mean Energy Budget 5.7.2 Earth’s Heat Balance 5.7.3 Earth Radiation Budget and the Planetary Temperature 5.7.4 The Simple Greenhouse Model References 6 Atmospheric Thermodynamics 6.1 Definition 6.1.1 Thermodynamic System 6.2 An Ideal Gas Law 6.2.1 The Equation of State of Dry Air 6.2.2 The Equation of State of Moist Air 6.3 First Principle of Thermodynamics 6.3.1 The First Principle of Thermodynamics for an Ideal Gas 6.3.2 Enthalpy 6.3.3 Poisson Equations 6.3.4 Potential Temperature 6.3.5 Implementation of the First Principle of Thermodynamics 6.4 The Second Principle of Thermodynamics 6.4.1 Definition of Entropy 6.4.2 Summary on Reversible and Irreversible Processes References 7 Air Temperature 7.1 Air Temperature Definition 7.2 Heat and Temperature 7.2.1 Heat Transfer 7.3 Temperature Factors 7.3.1 Heat Advection 7.4 Temperature Changes 7.4.1 Daily Insolation and Pure Radiation 7.4.2 Daily Air Temperature Distribution 7.4.3 Vertical Temperature Change 7.4.4 Adiabatic Changes of Temperature 7.4.5 Temperature Inversion 7.4.6 Global Distributions of Temperature 7.4.7 Surface Temperatures 7.4.8 Urban Heat Island 7.5 Temperature Scales 7.6 Isotherms 7.7 Latitudinal Heat Balance References 8 Atmospheric Pressure and Wind 8.1 Mass of the Atmosphere 8.2 Definition of Atmospheric Pressure 8.3 Geopotential 8.4 Barometric Pressure Distribution 8.4.1 Pressure Gradient 8.4.2 Isobars 8.4.3 Isohypses 8.4.4 Hydrostatic Balance 8.5 Pressure Systems 8.6 Daily Pressure Distribution 8.7 Reduction of the Surface Pressure to Mean Sea Level Pressure (MSL) 8.8 Hydrostatic Equilibrium (Approximation) 8.9 Standard Atmosphere 8.10 Barotropic vs Baroclinic Atmosphere 8.11 Reduction on Atmospheric Pressure to Mean Sea Level Pressure 8.12 Stream Field 8.13 Definition of Wind 8.14 Classification of the Winds 8.14.1 Permanent Wind 8.14.2 Trade Winds 8.14.3 Anti-trade Winds 8.14.4 Periodic Winds 8.14.5 Local Winds 8.14.6 Land and Sea Breezes 8.14.7 Mountain and Valley Winds 8.14.8 Katabatic Winds References 9 Atmospheric Stability 9.1 Air Stability 9.2 Static Atmospheric Stability 9.3 Stability Due to Air Movement 9.4 Convective Instability 9.5 Low-Level Inversions References 10 Atmospheric Moisture 10.1 Water Vapour in the Atmosphere 10.2 Air Moisture Quantities 10.3 The Relative Humidity 10.4 The Moisture Deficit 10.5 A Dew Point Temperature 10.6 The Phase Changes 10.7 Condensation and Evaporation References 11 Clouds and Precipitation 11.1 Formation of Clouds 11.1.1 Air Saturation Mechanism 11.1.2 Adiabatic Cooling 11.1.3 Water Vapour Supply by Air Mixing 11.1.4 Mixing and Diffusion 11.1.5 Diabatic Cooling 11.1.6 Formation of Cloud Elements 11.1.7 Precipitation 11.1.8 The Mechanism of Ice Nucleation 11.1.9 Classification of the Microprocesses 11.2 Cloud Definition and Classification 11.2.1 Cloud Classification 11.2.2 Cloud Classification by Form 11.2.3 Cloud Classification Based on Height 11.2.4 International Cloud Classification 11.2.5 Cloud Classification by Composition 11.2.6 Classification by Mechanism of Formation 11.2.7 Special Clouds 11.3 Fog 11.3.1 Fog Types and Formation 11.4 Hydrometeors 11.4.1 Precipitation 11.4.2 Orographic Rainfall 11.4.3 Convective Rainfall 11.4.4 Frontal Rainfall References 12 Atmospheric Motion 12.1 Real Forces 12.1.1 Pressure Gradient Force 12.1.2 Gravity 12.1.3 Friction 12.2 The Forces That Are the Effects of Earth’s Rotation 12.2.1 Centrifugal Force 12.2.2 Coriolis Force (C) 12.3 Some Common Resultant Forces 12.3.1 Earth’s Gravity Force 12.3.2 Buoyancy Force 12.4 Atmospheric Motion 12.4.1 The Equation of Motion in a System Rotating Together with the Earth 12.5 Application of the Equations of Horizontal Motion 12.5.1 Geostrophic Wind (V g) 12.5.2 Thermal Wind (V T ) 12.5.3 Gradient Wind 12.5.4 Quasi-geostrophic Equations of Motion 12.6 Vertical Motions in the Atmosphere 12.7 Vorticity Equation 12.8 Basic Characteristics of Vorticity 12.8.1 Positive Vorticity Advection PVA and Upward Air Motion References 13 Atmospheric Waves 13.1 Waves: General Features 13.2 Wave Equation 13.2.1 Mathematical Description of 1-D Waves 13.3 Atmospheric Waves 13.3.1 History Studying Atmospheric Waves 13.3.2 Atmospheric Waves: Definition 13.3.3 Factors that Form a Wave 13.3.4 Basic Wave Properties and Classification 13.4 The Mathematical Concept of Atmospheric Waves 13.4.1 Atmospheric Sound Waves 13.4.2 Gravity Waves 13.4.3 Inertial-Gravity Waves 13.4.4 Rossby Waves References 14 Atmospheric Boundary Layer (ABL) 14.1 ABL Historical Overview 14.2 ABL Definition and Basic Characteristics 14.2.1 ABL Significance 14.3 ABL Structure 14.3.1 Surface Layer 14.3.2 Mixing Layer 14.3.3 Residual Layer 14.3.4 Stable Boundary Layer 14.3.5 Free Atmosphere 14.4 Factors Influence on ABL Structure 14.4.1 The Neutral PBL 14.4.2 The Ekman Wind Spiral 14.4.3 Unstable Stratified Atmospheric Boundary Layer References 15 General Circulation of the Atmosphere 15.1 General Atmospheric Circulation Definition 15.2 Conceptual Model of the General Atmospheric Circulation 15.3 Three-Cell Model of Circulation 15.3.1 Circulation in Hadley Cell 15.3.2 Intertropical Convergence Zone 15.3.3 Zonal Pressure Patterns 15.3.4 Upper Tropospheric Wind and Pressure Patterns 15.4 The Wind Patterns 15.4.1 Eastern and Western Winds 15.5 Global Distribution of Pressure, Rainfall, and Climate 15.6 Ocean Circulation 15.6.1 Major Ocean Currents 15.7 Ocean Waves 15.8 Large-Scale Circulation Modes 15.8.1 North Atlantic (NAO) and Artic Oscillation (AO) 15.8.2 El Niño-Southern Oscillation 15.8.3 La Nina 15.9 Winds at the Regional Scale: Monsoon 15.10 Jet Streams 15.10.1 A Waiver Jet Stream 15.11 Rossby Planetary Waves References 16 Air Masses and Fronts 16.1 Definition of Air Masses 16.1.1 Air Mass Source Region 16.1.2 Formation Criteria 16.2 Air Mass Classification 16.2.1 Polar Continental and Artic Continental Air Masses (cP and cA) 16.2.2 Maritime Polar Air Masses (mP) 16.2.3 Tropical Maritime Air Masses (mT) 16.3 Air Mass Modification 16.4 Fronts (Frontal Boundaries) 16.4.1 Types of Weather Fronts 16.4.2 Occluded Fronts References 17 Cyclones and Anticyclones 17.1 General Terms 17.2 Low-Pressure Systems: Cyclones 17.2.1 Formation of Extratropical Cyclone 17.2.2 Life Cycle of the Extratropical Cyclone 17.2.3 Cyclone Movement 17.2.4 Upper Level Low 17.3 High-Pressure System: Anticyclone 17.4 Weather Conditions Associate with Cyclones and Anticyclones References 18 Tropical Storms 18.1 General Overview 18.2 Tropical Cyclone Formation 18.2.1 General Factors 18.2.2 The Basic Ingredients 18.3 Areas of Formation 18.4 Classification of Tropical Cyclones 18.5 Tropical Storm Structure 18.5.1 Cyclonic Eye 18.5.2 Eyewall

Note: Contents 1 Introduction 1.1 Introduction 1.2 Brief History of Natural Extreme Events 1.3 Motivation and Goals 1.4 Chapter Outline 2 Basic Notions of Probability and Statistics for Natural Extreme Events Frequency Analyses 2.1 Introduction 2.2 Chapter Objectives 2.3 Basic Notions of Theory of Probability 2.3.1 Definition of Probability 2.3.2 Random Variables 2.3.3 Probability Distribution Functions 2.3.4 Probability Density Functions 2.3.5 Non-exceedance and Exceedance Probabilities 2.3.6 Return Period 2.4 Basic Notions of Statistics 2.4.1 Moments of a Distribution 2.4.2 Measures of Central Tendency 2.4.3 Measures of Dispersion 2.4.4 Measures of Symmetry 2.4.5 Measures of Peakedness 2.4.6 Descriptive Statistics 2.5 Methods for the Estimation of Parameters of Probability Distribution Functions 2.5.1 The Method of Moments (MOM) 2.5.2 The Method of Maximum Likelihood (ML) 2.5.3 The Method of Probability Weighted Moments (PWM) 2.6 Quantile Estimation and Frequency Factor 2.7 Plotting Position Formulas 2.8 Confidence Limits 2.9 Standard Errors of Estimates 2.9.1 MOM Method 2.9.2 ML Method 2.9.3 PWM Method 2.10 Plotting the Extreme Value Data and Models 2.10.1 Normal Probability Paper 2.10.2 Gumbel’s Probability Paper 2.11 Goodness of Fit Tests 2.11.1 The Standard Error of Fit 2.11.2 The Mean Absolute Relative Deviation 2.11.3 The Akaike’s Information Criterion 2.12 Outliers Tests 2.12.1 The Grubbs and Beck Test 2.13 Test for Independence and Stationarity 2.14 Test for Homogeneity and Stationarity 3 Normal Distribution 3.1 Introduction 3.2 Chapter Objectives 3.3 Probability Distribution and Density Functions 3.4 Estimation of Parameters 3.4.1 MOM Method 3.4.2 ML Method 3.5 Estimation of Quantiles for the NOR Distribution 3.5.1 Examples of Estimation of MOM and ML Quantiles for the NOR Distribution 3.6 Goodness of Fit Test 3.6.1 Examples of Application of the SEF and MARD to the MOM-ML Estimators of the Parameters of the NOR Distribution 3.7 Estimation of the Confidence Limits for the NOR Distribution 3.8 Estimation of the Standard Errors for the NOR Distribution 3.8.1 MOM Method 3.8.2 ML Method 3.9 Examples of Application for the NOR Distribution Using Excel® Spreadsheets 3.9.1 Flood Frequency Analysis 3.9.2 Rainfall Frequency Analysis 3.9.3 Wave Height Frequency Analysis 3.9.4 Maximum Annual Wind Speed Frequency Analysis 4 Two-Parameters Log-Normal Distribution 4.1 Introduction 4.2 Chapter Objectives 4.3 Probability Distribution and Density Functions 4.4 Estimation of the Parameters 4.4.1 MOM Method 4.4.2 ML Method 4.5 Estimation of Quantiles for the LN2 Distribution 4.5.1 Examples of Estimation of MOM and ML Quantiles for the LN2 Distribution 4.6 Goodness of Fit Test 4.6.1 Examples of Application of the SEF and MARD to the MOM and ML Estimators of the Parameters of the LN2 Distribution 4.7 Estimation of the Confidence Limits for the LN2 Distribution 4.8 Estimation of the Standard Errors for the LN2 Distribution 4.8.1 MOM Method 4.8.2 ML Method 4.9 Examples of Application for the LN2 Distribution Using Excel® Spreadsheets 4.9.1 Flood Frequency Analysis 4.9.2 Rainfall Frequency Analysis 4.9.3 Maximum Significant Wave Height Frequency Analysis 4.9.4 Annual Maximum Wind Speed Frequency Analysis 5 Three-Parameters Log-Normal Distribution 5.1 Introduction 5.2 Chapter Objectives 5.3 Probability Distribution and Density Functions 5.4 Estimation of the Parameters 5.4.1 MOM Method 5.4.2 ML Method 5.5 Estimation of Quantiles for the LN3 Distribution 5.5.1 Examples of Estimation of MOM Quantiles for the LN3 Distribution 5.6 Goodness of Fit Test 5.6.1 Examples of Application of the SEF and MARD to the MOM and ML Estimators of the Parameters of the LN3 Distribution 5.7 Estimation of the Confidence Limits for the LN3 Distribution 5.8 Estimation of the Standard Errors for the LN3 Distribution 5.8.1 MOM Method 5.8.2 ML Method 5.9 Examples of Application for the LN3 Distribution Using Excel® Spreadsheets 5.9.1 Flood Frequency Analysis 5.9.2 Rainfall Frequency Analysis 5.9.3 Maximum Significant Wave Height Frequency Analysis 5.9.4 Annual Maximum Wind Speed Frequency Analysis 6 Gamma Distribution 6.1 Introduction 6.2 Chapter Objectives 6.3 Probability Distribution and Density Functions 6.4 Estimation of the Parameters 6.4.1 MOM Method 6.4.2 ML Method 6.5 Estimation of Quantiles for the GAM Distribution 6.5.1 Examples of Estimation of MOM and ML Quantiles for the GAM Distribution 6.6 Goodness of Fit Test 6.6.1 Examples of Application of the SEF and MARD to the MOM and ML Estimators of the Parameters of the GAM Distribution 6.7 Estimation of Confidence Limits for the GAM Distribution 6.8 Estimation of Standard Errors for the GAM Distribution 6.8.1 MOM Method 6.8.2 ML Method 6.9 Examples of Application for the GAM Distribution Using Excel ® Spreadsheets 6.9.1 Flood Frequency Analysis 6.9.2 Rainfall Frequency Analysis 6.9.3 Maximum Significant Wave Height Frequency Analysis 6.9.4 Annual Maximum Wind Speed Frequency Analysis 7 Pearson Type III Distribution 7.1 Introduction 7.2 Chapter Objectives 7.3 Probability Distribution and Density Functions 7.4 Estimation of the Parameters 7.4.1 MOM Method 7.4.2 ML Method 7.5 Estimation of Quantiles for the PIII Distribution 7.5.1 Examples of Estimation of MOM and ML Quantiles for the PIII Distribution 7.6 Goodness of Fit Test 7.6.1 Examples of Application of the SEF and MARD to the MOM and ML Estimators of the Parameters of the PIII Distribution 7.7 Estimation of Confidence Limits for the PIII Distribution 7.8 Estimation of Standard Errors for the PIII Distribution 7.8.1 MOM Method 7.8.2 ML Method 7.9 Examples of Application for the PIII Distribution Using Excel® Spreadsheets 7.9.1 Flood Frequency Analysis 7.9.2 Rainfall Frequency Analysis 7.9.3 Maximum Significant Wave Height Frequency Analysis 7.9.4 Annual Maximum Wind Speed Frequency Analysis 8 Log-Pearson Type III Distribution 8.1 Introduction 8.2 Chapter Objectives 8.3 Probability Distribution and Density Functions 8.4 Estimation of the Parameters 8.4.1 MOM Method 8.4.2 ML Method 8.5 Estimation of Quantiles for the LPIII Distribution 8.5.1 Estimation of MOM1, MOM2 and ML Quantiles for the LPIII Distribution 8.5.2 Estimation of WRC Quantiles for the LPIII Distribution 8.5.3 Examples of Estimation of MOM1, MOM2, WRC and ML Quantiles for the LPIII Distribution 8.6 Goodness of Fit Test 8.6.1 Examples of Application of the SEF and MARD to the MOM1, WRC and ML Estimators of the Parameters of the LPIII Distribution 8.7 Estimation of Confidence Limits for the LPIII Distribution 8.7.1 Estimation of Confidence Limits for the LPIII Distribution for MOM1, MOM2, and ML Methods 8.7.2 Estimation of Confidence Limits for the LPIII Distribution for WRC Method 8.8 Estimation of Standard Errors for the LPIII Distribution 8.8.1 MOM Method 8.8.2 ML Method 8.9 Examples of Application for the LPIII Distribution Using Excel® Spreadsheets 8.9.1 Flood Frequency Analysis 8.9.2 Rainfall Frequency Analysis 8.9.3 Maximum Significant Wave Height Frequency Analysis 8.9.4 Annual Maximum Wind Speed Frequency Analysis 9 Extreme Value Type I Distribution 9.1 Introduction 9.2 Chapter Objectives 9.3 Probability Distribution and Density Functions 9.4 Estimation of the Parameters 9.4.1 MOM Method 9.4.2 ML Method 9.4.3 PWM Method 9.5 Estimation of Quantiles for the EVI Distribution 9.5.1 Examples of Estimation of MOM, ML and PWM Quantiles for the EVI Distribution 9.6 Goodness of Fit Test 9.6.1 Examples of Application of the SEF and MARD to the MOM, ML and PWM Estimators of the Parameters of the EVI Distribution 9.7 Estimation of Confidence Limits for the EVI Distribution 9.8 Estimation of Standard Errors for the EVI Distribution 9.8.1 MOM Method 9.8.2 ML Method 9.8.3 PWM Method 9.9 Examples of Application for the EVI Distribution Using Excel® Spreadsheets 9.9.1 Flood Frequency Analysis 9.9.2 Rainfall Frequency Analysis 9.9.3 Maximum Significant Wave Height Frequency Analysis 9.9.4 Annual Maximum Wind Speed Frequency Analy

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 Part I Introduction Introduction to Limnogeology: Progress, Challenges, and Opportunities: A Tribute to Elizabeth Gierlowski-Kordesch / Michael R. Rosen, Lisa Park Boush, David B. Finkelstein, and Sila Pla-Pueyo Part II African Lake Modern and Ancient Animal Traces in the Extreme Environments of Lake Magadi and Nasikie Engida, Kenya Rift Valley / Jennifer J. Scott, Robin W. Renaut, Luis A. Buatois, R. Bernhart Owen, Emma P. McNulty, Mona Stockhecke, Kennie Leet, Tim K. Lowenstein, and M. Gabriela Mángano Part III European Lakes Lake-Level Fluctuations and Allochthonous Lignite Deposition in the Eocene Pull-Apart Basin “Prinz von Hessen” (Hesse, Germany) – A Palynological Study / Maryam Moshayedi, Olaf K. Lenz, Volker Wilde, and Matthias Hinderer How Changes of Past Vegetation and Human Impact Are Documented in Lake Sediments: Paleoenvironmental Research in Southwestern Germany, a Review / Manfred Rösch, Karl-Heinz Feger, Elske Fischer, Matthias Hinderer, Lucas Kämpf, Angelika Kleinmann, Jutta Lechterbeck, Elena Marinova, Antje Schwalb, Gegeensuvd Tserendorj, and Lucia Wick Large-Scale Slumps and Associated Resedimented Deposits in Miocene Lake Basins from SE Spain / José P. Calvo, David Gómez-Gras, and Miguel A. Rodríguez-Pascua Lacustrine and Fluvial Carbonate Microbialites in the Neogene of the Ebro Basin, Spain: A Summary of Up-to-Date Knowledge / Concha Arenas-Abad, Leticia Martin-Bello, F. Javier Pérez-Rivarés, Nerea Santos-Bueno, and Marta Vázquez-Urbez Part IV North America Ecological Response of Ostracodes (Arthropoda, Crustacea) to Lake-Level Fluctuations in the Eocene Green River Formation, Fossil Basin, Wyoming, USA /Lisa E. Park Boush, Christine M. S. Hall, Lucas S. Antonietto, and Andrew J. McFarland History of Great Salt Lake, Utah, USA: since the Termination of Lake Bonneville / Charles G. Oviatt, Genevieve Atwood, and Robert S. Thompson What’s New About the Old Bonneville Basin? Fresh Insights About the Modern Limnogeology of Great Salt Lake / Kathleen Nicoll Middle Holocene Hydrologic Changes Catalyzed by River Avulsion in Big Soda Lake, Nevada, USA / Michael R. Rosen, Liam Reidy, Scott Starratt, and Susan R. H. Zimmerman Diatom Record of Holocene Moisture Variability in the San Bernardino Mountains, California, USA / Scott W. Starratt, Matthew E. Kirby, and Katherine Glover A 12,000 Year Diatom-Based Paleoenvironmental Record from Lago De Zirahuén, Mexico / Isabel Israde-Alcántara, C. G. Vázquez, Sarah Davies, Ben Aston, and Margarita Caballero Miranda Sedimentary Record of the Zacapu Basin, Michoacán, México, and Implications for P’urhépecha Culture During the Preclassic and Postclassic Periods / Diana C. Soria-Caballero, Víctor Hugo Garduño-Monroy, Isabel Israde-Alcántara, Ángel G. Figueroa-Soto, M. Gabriela Gómez-Vasconcelos, and Nathalie Fagel Stratigraphy and Sedimentology of the Upper Pleistocene to Holocene Lake Chalco Drill Cores (Mexico Basin) / Blas Valero-Garcés, Mona Stockhecke, Socorro Lozano-García, Beatriz Ortega, Margarita Caballero, Peter Fawcett, Josef P. Werne, Erik Brown, Susana Sosa Najera, Kristin Pearthree, David McGee, Alastair G. E. Hodgetts, and Rodrigo Martínez Submarine Groundwater Discharge as a Catalyst for Eodiagenetic Carbonate Cements Within Marine Sedimentary Basins / Elizabeth H. Gierlowski-Kordesch, Gar W. Rothwell, Ruth A. Stockey, and David B. Finkelstein Part V South America Reconstructing Paleoenvironmental Conditions Through Integration of Paleogeography, Stratigraphy, Sedimentology, Mineralogy and Stable Isotope Data of Lacustrine Carbonates: An Example from Early Middle Triassic Strata of Southwest Gondwana, Cuyana Rift, Argentina / C. A. Benavente, A. C. Mancuso, and K. M. Bohacs Part VI Asia Modern Sedimentary Systems of Qinghai Lake / Jiang Zaixing and Liu Chao Freshwater Microbialites in Early Jurassic Fluvial Strata of the Pranhita-Godavari Gondwana Basin, India / Suparna Goswami and Parthasarathi Ghosh Index

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 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 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 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 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 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 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 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 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 Part I Atmosphere-Ocean Interaction and Physical Oceanography 1 Geostrophic and Wind-Driven Components of the Antarctic Circumpolar Current / Nikolay A. Diansky, Varvara V. Bagatinskaya, Anatoly V. Gusev, and Eugene G. Morozov 2 Multi-jet Structure of the Antarctic Circumpolar Current / Roman Yu Tarakanov 3 Frontal Zone Between Relatively Warm and Cold Waters in the Northern Weddell Sea / Eugene G. Morozov, Viktor A. Krechik, Dmitry I. Frey, Alexander A. Polukhin, Vladimir A. Artemiev, Valentina V. Kasyan, Philipp V. Sapozhnikov, and Rinat Z. Mukhametianov 4 Water Masses, Currents, and Phytoplankton in the Bransfield Strait in January 2020 / Eugene G. Morozov, Dmitry I. Frey, Viktor A. Krechik, Alexander A. Polukhin, and Philipp V. Sapozhnikov 5 Intra-annual Variability of Water Structure in the Atlantic Sector of the Southern Ocean Based on the ECMWF ORA-S3 and OI SST Reanalysis / Yuri V. Artamonov, Elena A. Skripaleva, Alexander V. Fedirko, and Nikolay V. Nikolsky 6 The Circulation and Mixing Zone in the Antarctic Sound in February 2020 / Alexander V. Krek, Elena V. Krek, and Viktor A. Krechik 7 Rogue Waves in the Drake Passage: Unpredictable Hazard / Ekaterina G. Didenkulova, Tatiana G. Talipova, and Efim N. Pelinovsky 8 Water Mass Transformation in the Powell Basin / Alina A. Fedotova and Svetlana V. Stepanova 9 Interannual Variations of Water Mass Properties in the Central Basin of the Bransfield Strait / Alina A. Fedotova and Sergey V. Kashin 10 Sea Surface Temperature and Ice Concentration Analysis Based on the NOAA Long-Term Satellite and Sea-Truth Data in the Atlantic Antarctic / Viktor V. Zamshin and Vladislav A. Shliupikov Part II Chemical Oceanography, Seawater Optical Properties, Productivity and Microbial Processes 11 Hydrochemical Structure of Waters in the Northern Weddell Sea in Austral Summer 2020 / Svetlana V. Stepanova, Alexander A. Polukhin, Gennadii V. Borisenko, Anna L. Chultsova, Evgeniia N. Marina, Oleg S. Popov, Anna M. Seliverstova, Anna V. Vidnichuk, and Petr P. Tishchenko 12 Features and Processes of the Oxygen and pCO2 Dynamics in the Surface Waters in the Western Parts of the Weddell and Scotia Seas (Southern Ocean) / Natalia A. Orekhova, Anna V. Vidnichuk, and Sergey K. Konovalov 13 Earth’s Insolation and Spatiotemporal Variability of Albedo in the Antarctic / Anton A. Bukatov and Margarita V. Babiy 14 Quantitative and Productional Characteristics of Microplankton in the Powell Basin and Bransfield Strait in Summer / Nadezda D. Romanova, Sergey A. Mosharov, Olga V. Vorobieva, and Elena V. Bardyukova 15 Detection of Thermophilic Methanotrophic Microbial Communities in the Water Column of the Bransfield Strait (Antarctica) / Anna L. Ponomareva, Nikita S. Polonik, Aleksandra V. Kim, and Renat B. Shakirov 16 Spectral Bio-optical Properties of Waters in the Bransfield Strait and Powell Basin / Tanya Ya Churilova, Nataliia A. Moiseeva, Tatiana V. Efimova, Vladimir A. Artemiev, Elena Y. Skorokhod, and Anatoly S. Buchelnikov 17 Variability of Seawater Optical Properties in the Adjacent Water Basins of the Antarctic Peninsula in January and February 2020 / Alexandr A. Latushkin, Vladimir A. Artemiev, Anton V. Garmashov, Pavel A. Salyuk, Inna V. Sahling, and Dmitry I. Glukhovets 18 Bio-Optical Models for Estimating Euphotic Zone Depth in the Western Atlantic Sector of the Southern Ocean in the Antarctic Summer / Pavel A. Salyuk, Vladimir A. Artemiev, Dmitry I. Glukhovets, Alexander N. Khrapko, Anatoly V. Grigoriev, Alexandr A. Latushkin, and Nadezda D. Romanova 19 Phycoerythrin Pigment Distribution in the Upper Water Layer Across the Weddell-Scotia Confluence Zone and Drake Passage / Pavel A. Salyuk, Dmitry I. Glukhovets, Alexander Yu. Mayor, Natalia A. Moiseeva, Vladimir A. Artemiev, and Alexander N. Khrapko 20 Nanophytoplankton in the Bransfield Strait: Contribution of Cryptophyta to the Community Abundance and Biomass During Austral Summer / Vladimir S. Mukhanov, Evgeny G. Sakhon, Aleksander A. Polukhin, and Vladimir A. Artemiev Part III Section Marine Ecosystems and Their Oceanographical Background 21 Phytopelagic Communities of the Powell Basin in the Summer of 2020 / Philipp V. Sapozhnikov, Olga Yu. Kalinina, and Tatiana V. Morozova 22 Bioluminescence in the Atlantic Sector of the Southern Ocean Based on the Field Observations and Sounding Data / Aleksandr V. Melnik, Viktor V. Melnikov, Lidiya A. Melnik, Olga V. Mashukova, and Sergei V. Kapranov 23 Parasites as an Inseparable Part of Antarctic and Subantarctic Marine Biodiversity / Tatyana A. Polyakova and Ilya I. Gordeev 24 Spatial Distribution, Species Composition, and Number of Seabirds in the Argentine Basin, Drake Passage, East of Antarctic Peninsula, and Powell Basin in January–March 2020 / Sergey P. Kharitonov, Alexander L. Mischenko, Nikolai B. Konyukhov, Alexander E. Dmitriyev, Andrey V. Tretyakov, Gleb Yu. Pilipenko, Svetlana M. Artemyeva, and Matvey S. Mamayev 25 Spatial Distribution, Species Composition, and Number of Marine Mammals in the Argentine Basin, Drake Passage, East of Antarctic Peninsula, and Powell Basin in January–March 2020 / Sergey P. Kharitonov, Andrey V. Tretyakov, Alexander L. Mischenko, Nikolai B. Konyukhov, Svetlana M. Artemyeva, Gleb Yu. Pilipenko, Matvey S. Mamayev, and Alexander E. Dmitriyev 26 Meat in the Ocean: How Much and Who Is to Blame? / Sergey P. Kharitonov, Andrey V. Tretyakov, and Alexander L. Mischenko 27 Macro- and Mesozooplankton in the Powell Basin (Antarctica): Species Composition and Distribution of Abundance and Biomass in February 2020 / Vladimir A. Yakovenko, Vassily A. Spiridonov, Konstantin M. Gorbatenko, Nickolai V. Shadrin, Ernest Z. Samyshev, and Natalia I. Minkina 28 Application of Autonomous Underwater Vehicles for Research of Ecosystems in the Southern Ocean / Alexander Yu. Konoplin, Alexey I. Borovik, Denis N. Mikhailov, Yuriy V. Vaulin, Alexander F. Scherbatyuk, Alexey A. Boreiko, Roman A. Babaev, Dmitriy A. Bolovin, and Dmitriy I. Tregubenko 29 Heavy Metals and Anthropogenic Radionuclides in the Region of the Antarctic Peninsula / Artem A. Paraskiv, Natalia Yu. Mirzoeva, Nataliya N. Tereshchenko, Vladislav Yu. Proskurnin, Ilya G. Sidorov, Svetlana I. Arkhipova, and Eugene G. Morozov

Note: Contents Artificial Intelligence for Sustainability An Intelligent Chatbot Using NLP and TF-IDF Algorithm for Text Understanding Applied to the Medical Field / Ayanouz Soufyane, Boudhir Anouar Abdelhakim, and Mohamed Ben Ahmed Artificial Intelligence in Predicting the Spread of Coronavirus to Ensure Healthy Living for All Age Groups / Stitini Oumaima, Kaloun Soulaimane, and Bencharef Omar Sustainability of Artificial Intelligence and Deep Learning Algorithms for Medical Image Classification: Case of Cancer Pathology / Dahdouh Yousra, Anouar Boudhir Abdelhakim, and Ben Ahmed Mohamed An Intelligent Strategy for Developing Scientific Learning Skills / Okacha Diyer, Naceur Achtaich, and Khalid Najib Interactivity for Artificial Intelligence Systems: NL2SQL / Karam Ahkouk, Mustapha Machkour, Rachid Mama, and Khadija Majhadi Toward an Intelligent Hybrid System Based on Data Analysis and Preprocessing Method / Sara Belattar, Otman Abdoun, and Haimoudi El khatir Proposed Precautions for Newborn Malware Family Inspired from the COVID19 Epidemic Outbreak / Ikram Ben Abdel Ouahab, Mohammed Bouhorma, Lotfi ElAachak,and Anouar Abdelhakim Boudhir Using Deep Features Extraction and Ensemble Classifiers to Detect Glaucoma from Fundus Images / Stephane Cedric Tekouabou Koumetio, El Arbi Abdellaoui Alaoui, Imane Chabbar, Walid Cherif, and Hassan Silkan The Role of Applications Deep Learning in Achieving Sustainable Development Goals / Redouane Lhiadi, Abdelali Kaaouachi, and Abdessamad Jaddar Self-Attention Mechanism for Diabetic Retinopathy Detection / Othmane Daanouni, Bouchaib Cherradi, and Amal Tmiri Comparative Study of Supervised Machine Learning Color-Based Segmentation for Object Detection in X-Ray Baggage Images for Intelligent Transportation Systems / Mohamed Chouai, Mostefa Merah, José-Luis Sancho-GÓmez, and Malika MIMI A Survey of Artificial Intelligence-Based E-Commerce Recommendation System / Mohamed Khoali, Abdelhak Tali, and Yassin Laaziz Green Networks and Intelligent Transportation Systems Customer-Oriented Dial-A-Ride Problems: A Survey on Relevant Variants, Solution Approaches and Applications / Sonia Nasri, Hend Bouziri, and Wassila Aggoune-Mtalaa Big Data Accident Prediction System in Green Networks and Intelligent Transportation Systems / Mouad Tantaoui, My Driss Laanaoui, and Mustapha Kabil A Survey of Optimization Techniques for Routing Protocols in Mobile Ad Hoc Networks / Younes Ben Chigra, Abderrahim Ghadi, and Mohamed Bouhorma Modeling and Performance Analysis for Transportation Systems of ULA and UCA Massive-MIMO Basing on Spherical Wave / Abdelhamid Riadi, Mohamed Boulouird, and Moha M’Rabet Hassani Enhancing Wireless Transmission Efficiency for Wireless Body Area Sensor Networks Based on Transposing of Sensors / Rahat Ali Khan, Shahzad Memon, and Qin Xin New Method to Detect the Congestion for Green Networking in MANET / Abdellah Nabou, My Driss Laanaoui, Mohammed Ouzzif, and Mohammed-Alamine El Houssaini Benchmarking Study of Machine Learning Algorithms Case Study: VANET Network / Sara Ftaimi and Tomader Mazri A Comparative Study of Detection Algorithm in VANET Network / Manale Boughanja and Tomader Mazri An Enhanced Energy-Efficient Hierarchical LEACH Protocol to Extend the Lifespan for Wireless Sensor Networks / Fatima Es-sabery and Abdellatif Hair A Survey of Security and Privacy for 5G Networks / Ahmed Ziani and Abdellatif Medouri An Adaptive Video Streaming Framework for Peer-To-Peer 5G Networks: Paving the Road to 5G-IMS / Adnane Ghani, El Hassan Ibn El Haj, Ahmed Hammouch, and Abdelaali Chaoub Recognition and Reconstruction of Road Marking with Generative Adversarial Networks (GANs) / Samir Allach, Mohamed Ben Ahmed, and Anouar Abdelhakim Boudhir Environmental Informatics & Sustainable Environment A Smart Agricultural System to Classify Agricultural Plants and Fungus Diseases Using Deep Learning / Oussama Bakkali Yedri, Mohamed Ben Ahmed, Mohammed Bouhorma, and Lotfi El Achaak Secure Data Collection for Wireless Sensor Network / Samir Ifzarne, Imad Hafidi, and Nadia Idrissi Computing Technologies to Construct an Islamic Geometric Patterns Respecting the “Hasba” Method / Yassine Ait Lahcen, Abdelaziz Jali, Ahmed El Oirrak, and Youssef Aboufadil Technology for Sustainable Development: Solar Adsorption Cooling System Cold Room Modelization Using Python / Hanane Abakouy, Hanae El Kalkha, and Adel Bouajaj Satellite Big Data Ingestion for Environmentally Sustainable Development / Badr-Eddine Boudriki Semlali and Chaker El Amrani A New Approach for Estimating Monthly Global Solar Irradiation Based on Empirical and Artificial Neural Networks Models: A Case Study of Al-Hoceima Province, in Morocco North Region / Badr Benamrou, Mustapha Ouardouz, Imane Allaouzi, and Mohamed Ben ahmed Computing Technologies for Sustainable Development Efficient Congestion Management for Sustainable Wireless Mesh Networks / Kaoutar Bazi and Bouchaib Nassereddine Classifying Security Attacks in IoT Using CTM Method / Hind Meziane, Noura Ouerdi, Mohammed Amine Kasmi, and Sanae Mazouz Exploring the Power of Computation Technologies for Entity Matching / Youssef Aassem, Imad Hafidi, and Noureddine Aboutabit Smart Sustainable Cities: A Chatbot Based on Question Answering System Passing by a Grammatical Correction for Serving Citizens / Bghiel Afrae, Ben Ahmed Mohamed, and Boudhir Anouar Abdelhakim Enhancing Wireless Transmission Efficiency for Sensors in Wireless Body Area Sensor Networks / Rahat Ali Khan, Shahzad Memon, and Qin Xin Study of Websocket Parent-Teachers/Qualified Teachers in Rural Areas: Case of Central African Republic / Ghislain Mervyl Saint-Juste Kossingou, Nadege Gladys Ndassimba, Edgard Ndassimba, Kéba Gueye, and Samuel Ouya A Comparison of QoS-Based Architecture Solutions for IoT/Edge Computing Environment / Nogaye Lo and Ibrahima Niang Towards Sustainable e-Learning Systems Using an Adaptive Learning Approach / El Miloud Smaili, Soukaina Sraidi, Salma Azzouzi, and My El Hassan Charaf Toward a Mobile Remote Controlled Robot for Early Childhood in Algeria / Ehlem Zigh, Ayoub Elhoucine, Abderrahmane Mallek, and Belcacem Kouninef Multi-Directional Total Variation and Wavelet Transform Based Methods: Application for Correlation Fringe Patterns Denoising and Demodulation / Mustapha Bahich and Mohammed Bailich A Multi-Agent System for Color Video Decomposition / Insaf Bellamine Serious Games for Sustainable Education in Emerging Countries: An Open-Source Pipeline and Methodology / Younes Alaoui, Lotfi El Achaak, Amine Belahbib, and Mohammed Bouhorma

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 1 The World Hidden Beneath Us - Structure and Composition of the Earth 1.1 Introduction 1.2 Xenoliths, Meteorites, Earthquakes: Witnesses of the Underground World 1.3 The Structure and Composition of the Earth 1.3.1 The Compositional Layering: Core, Mantle, and Crust 1.3.2 The Mechanical Layering: Inner Core, Outer Core, Convective Mantle, and Lithosphere 1.4 Summary 1.5 Box 1.1 - Minerals and Rocks References 2 Air, Water, Earth - The Exogenic Geological Processes 2.1 Introduction 2.2 Rocks and Soils 2.3 The Atmosphere 2.4 The Hydrosphere 2.5 The Sedimentary Cycle: Air, Water and Earth at Work 2.5.1 Rocks Breakdown 2.5.2 Removal and Transportation of Weathering Products 2.5.3 Sediment Deposition 2.5.4 Diagenesis: Back to Rocks 2.6 The Remains of Mountains 2.7 The Fate of the Organic Matter 2.8 Summary 2.9 Box 2.1 - Water-Air-Earth Interaction: Some Basic Geochemistry 2.10 Box 2.2 - Limestone, a Most Meritorious Rock References 3 Fire - How Magmatism Shaped the Earth 3.1 Introduction 3.2 Magmas: What They Are, How They Form 3.3 Magmatism and the Structure of the Earth 3.3.1 From Chaos to Order 3.4 Volcanism 3.4.1 Types of Volcanic Eruptions 3.4.2 Volcanism and the Terrestrial Environment 3.4.3 Large Igneous Provinces and Mass Extinctions 3.5 Global Distribution of Magmatism 3.6 Summary 3.7 Box 3.1 - Magmatism: How and Why 3.7.1 Main Types of Magma 3.7.2 Ascent, Diversification and Solidification of Magmas 3.8 Box 3.2 - Heat Flow and Geothermal Energy 3.9 Box 3.3 - Magmatism and Ore Deposits References 4 Geomagnetism - The Space Shield of the Planet Earth 4.1 Introduction 4.2 The Earth’s Magnetic Field 4.3 Palaeomagnetism: The Magnetic Memory of Rocks 4.3.1 Magnetic Reversal 4.4 Palaeomagnetism, Continental Drift, and Ocean Floor Spreading 4.5 Summary 4.6 Box 4.1 - Geomagnetism: A Historical Perspective 4.7 Box 4.2 - Geomagnetism and the Biosphere References 5 Seismicity—The Breath of a Restless Earth 5.1 Introduction 5.2 Rock Failure, Earthquakes, and Faults 5.2.1 Stress and Rock Deformation 5.2.2 Earthquakes and Faults 5.3 Seismic Waves 5.4 Seismographs and Seismograms 5.5 Earthquake Magnitude, Intensity and Frequency 5.6 Global Distribution of Earthquakes 5.7 Summary 5.8 Box 5.1- Earthquake Effects, Prediction, Forecasting, and Mitigation References 6 Plate Tectonics - The Great Unifying Theory 6.1 Introduction 6.2 Fixism Versus Mobilism 6.2.1 The Theory of Continental Drift 6.2.2 From Continental Drift to Plate Tectonics 6.3 Plate Tectonics: The Framework 6.4 The Plate Boundaries 6.4.1 Divergent Boundaries 6.4.2 Convergent Boundaries 6.4.3 Transform Boundaries 6.5 Why Do Plates Move? 6.6 Where, When and Why Does Subduction Start 6.7 Summary 6.8 Box 6.1 - Linear Volcanism and Hotspots 6.9 Box 6.2 - The Continents References 7 Geochemical Cycles - The Circulatory System of Planet Earth 7.1 Introduction 7.2 Geochemical Cycles: Some Definitions 7.3 The Water Cycle 7.4 The Sodium Cycle 7.5 The Carbon Biogeochemical Cycle 7.6 The Phosphorus Biogeochemical Cycle 7.7 The Nitrogen Biogeochemical Cycle 7.8 The Oxygen Cycle 7.9 The Iron Cycle 7.10 The Geochemical Cycles of Lead and Arsenic 7.11 Summary 7.12 Box 7.1 The Rock Cycle 7.13 Box 7.2 The Geochemical Cycles and the Age of the Earth References 8 The Geochemical Cycles and the Environment - How Man is Changing the Earth 8.1 Introduction 8.2 Geochemical Cycles and Environmental Pollution 8.2.1 Toxic Elements 8.2.2 Phosphorus and Nitrogen Compounds 8.3 Environmental Aspects of the Carbon Cycle 8.3.1 CO2 and the Ocean Acidification 8.3.2 CO2 and the Greenhouse Effect 8.3.3 CO2 and Climatic Change: A Geological Perspective 8.3.4 A Lesson for the Future 8.4 Plastic Waste Pollution 8.5 Summary 8.6 Box 8.1 - Stable Isotopes: Measuring the Temperature of the Past 8.6.1 Some Basics of Isotope Geochemistry 8.6.2 The Delta Notation 8.6.3 Oxygen-Hydrogen Isotope Geothermometry 8.7 Box 8.2 - CO2 Sequestration: The message from Decameron References 9 From Hadean to Anthropocene - The Endless Story of a Lucky Planet 9.1 Introduction 9.2 From the Solar Nebula to the Formation of Planets 9.3 Hadean: The Hellish Aeon (~4600–4000 Ma) 9.4 Archaean (4000–2500 Ma): The Dawn of Life and the Start of Modern Plate Tectonics 9.5 Proterozoic (2500–541 Ma): Oxygen, Eukaryotes, Supercontinents 9.6 Phanerozoic: The explosion of Complex Organisms (541–0 Ma) 9.6.1 The Spread of Animals and Plants 9.7 Finally, The Anthropocene 9.8 The Gaia Hypothesis 9.9 Summary 9.10 Box 9.1 - Geochronology: How Ages of Rocks, Fossils and Geologic Events Are Determined 9.10.1 Relative Age of Rocks and Fossils 9.10.2 Absolute Age References 10 Epilogue 10.1 The Earth Anomaly 10.2 The Best of All Possible Worlds 10.3 Historical Times, Geological Times 10.4 Technology, Natural Resources and Environmental Impact 10.5 Natura, Non Nisi Parendo Vincitur Correction to: Air, Water, Earth, Fire Further Reading 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 1 Introduction / Donat-P. Häder, E. Walter Helbling, and Virginia E. Villafañe 2 Pollution Affecting Cyanobacteria in Aquatic Habitats / Abha Pandey, Sonal Mishra, Neha Kumari, Vidya Singh, and Rajeshwar P. Sinha 3 Effects of Pollution on Fish / Donat-P. Häder 4 Effects of Pollution in Aquatic Food Chains / Raúl González, Cristian Durante, Marina Arcagni, Romina Juncos, Juan Seco Pon, Enrique Crespo, and Maite Narvarte 5 Pollution in the Arctic Ocean / Sten-Åke Wängberg and Göran Björk 6 Contamination of Coral Reefs in the Mexican Caribbean / Anastazia T. Banaszak 7 Input of Terrestrial Material into Coastal Patagonian Waters and Its Effects on Phytoplankton Communities from the Chubut River Estuary (Argentina) / Juan I. Vizzo, Marco J. Cabrerizo, Virginia E. Villafañe, and E. Walter Helbling 8 Marine Eutrophication: Overview from Now to the Future / Paulo Antunes Horta, Leonardo Rubi Rörig, Giulia Burle Costa, José Bonomi Baruffi, Eduardo Bastos, Lyllyan Santos Rocha, Giovanna Destri, and Alessandra Larissa Fonseca 9 Anthropogenic Pollution of Coastal Ecosystems in Brazil / Sebastian M. Strauch and Gilmar S. Erzinger 10 Hydrochemical Insight and Groundwater Supply: A Case Study of Patagonia’s Chubut River / Américo I. Torres, Luis F. H. Niencheski, Verena A. Campodonico, Andrea I. Pasquini, Mauricio Faleschini, and Pedro J. Depetris 11 Pharmaceutical Pollutants in Aquatic Ecosystems / Gilmar S. Erzinger, Sebastian M. Strauch, Monique Fröhlich, Carla Keite Machado, and Lineu del Ciampo 12 Detergents Pollution in Freshwater Ecosystems / Azizullah Azizullah, Sarzamin Khan, Sabeela Rehman, Nadia Taimur, and Donat-P. Häder 13 Heavy Metals Pollution in Surface Waters of Pakistan / Azizullah Azizullah, Nadia Taimur, Sarzamin Khan, and Donat-P. Häder 14 Arsenic Pollution / Donat-P. Häder 15 Petroleum Hydrocarbons in Atlantic Coastal Patagonia / Marina L. Nievas El Makte, Rosana Polifroni, Marcela A. Sepúlveda, and Ana Fazio 16 Dumping of Toxic Waste into the Oceans / Donat-P. Häder 17 Microplastics as Pollutants in the Marine Environment / Anthony Andrady and Liping Zhu 18 Effects of Ocean Acidification on Marine Primary Producers and Related Ecological Processes Under Multiple Stressors / Peng Jin and Kunshan Gao

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 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 Part I Energy 1 From Aristotle to Nuclear Fusion: The Long Road to Understanding What Energy Actually Is 1.1 In the Beginning Was the Force 1.2 The Impulse and the Ars Viva 1.3 The Great Energy Confusion 1.4 Steam Engines as a Driver for Basic Research 1.5 The Limits of Energy Conversion 1.6 Maximum Energy in the Smallest Space 1.7 Energy and Life 1.8 How We Measure Energy 1.9 Energy on a Global Scale Annex 1: Energy in Various Guises References 2 The Foundation of Civilisation 2.1 Energy Cycle on Our Own Behalf 2.2 Fire, Wind, and Water 2.3 The Demand for Energy Keeps Growing 2.4 No Oil from the Socket 2.5 The Biggest Lever 2.6 The Future of Energy, the Energy of the Future 2.7 Moving Away from Fossil Fuels 3 The Comeback of Sustainable Energy: Why Fossil Energy Sources Are Only a Footnote in Human History 3.1 In the Beginning There Was Fire 3.2 The Material of the First Industrialisation 3.3 Entry into the Fossil Age 3.4 Electricity for All 3.5 The Black Gold 3.6 The End of the Golden Age of Oil 3.7 Rise and Fall of Nuclear Energy 3.8 Sustainable Energy Sources Are Returning 4 Electricity Wars and Smart Grids: The Key Role of Electricity Storage and Transport 4.1 The Issue with the Current 4.2 The Saliva of Mr. Volta 4.3 The Search for the Best Combination 4.4 An Old War Technology in a New Guise 4.5 The Coal of the Future 4.6 The Electricity War Between Edison and Westinghouse 4.7 The Return of the Direct Current 4.8 Juggling in Smart Grids References Part II Climate 5 A Brief History of the Climate: What Makes Current Global Warming so Special 5.1 Hot Plates and Black Stones 5.2 The Earth in Balance 5.3 The Natural and the Unnatural Greenhouse Effect 5.4 The Changing Fever of the Earth 5.5 Temporary Malfunctions 5.6 A Steamroller that Picks Up Speed 6 The Beat of the butterfly’s Wings: How Climate Research and Climate Models Work 6.1 Falling Leaves in Autumn 6.2 Tamed Chaos 6.3 Caught Red-Handed Reference 7 Risk Ethics and Integrity: Why the Competence of the Intergovernmental Panel on Climate Change Forces Us to Act 7.1 Global Issues, Global Research 7.2 Future Scenarios for the Climate and Our Society 7.3 The Influence of Politics 7.4 What We Know … 7.5 Too Careful or Not Careful Enough? 7.6 Unpredictable Risks 7.7 Integrity References 8 Climate Deniers, Climate Hysterics, and Nimbys: In the Self-service Shop of Arguments 8.1 1st Group: The Experts—Controversies Lead to Insight 8.2 2nd Group: Conservative Believers—The Belief in Higher Powers Than Science 8.3 3rd Group: Ideologists—The Fatal Stubbornness of Populists 8.4 4th Group: Lobbyists—The Great Fear of Reorientation 8.5 5th Group: Nimbys—Let Others Lead the Figh 8.6 Argumentation Aids for the Righteous Part III Power 9 The Path of Renewable Electricity: From Niche Products to the High-Tech Innovations of the Future 9.1 Solar Power—Treadmills for Electrons 9.2 Photovoltaics—By No Means at the End of Its Possibilities 9.3 Wind Power—Electricity from the Air 9.4 Hydropower—Old Wine in New Wineskins 9.5 Geothermal Energy—From Deep Down in the Earth 9.6 Biomass—Carved from New Wood 10 The Jokers in the Game: How Game Changers Could Change Everything 10.1 A Joker for Energy Production: The Long Hope for Nuclear Fusion 10.2 A Joker for Energy Storage: Perfect Batteries Thanks to Spider Blood and Nano Capacitors 10.3 A Joker for Energy Consumption: Decentralised Production via 3D Printing 10.4 The Meta-Joker: Artificial Intelligence as a Solution for Complex Tasks References 11 Yes, We Can! The Marketability of Renewable Energies 11.1 Follow the Money! 11.2 Subsidies Become Investments 11.3 The Fairy Tale of the Unaffordability of Renewable Energies 11.4 Solar Energy 11.5 Wind Energy 11.6 Hydropower 11.7 Geothermal Energy 11.8 Biomass 11.9 The Cost Gap Is Widening Reference 12 A Strange Expression, But Comprehensible: The Second Half in the Match Between a Carbon-Based and a Carbon-Free Power Supply 12.1 The Third Construction Site 12.2 An Unembellished Cost Accounting 12.3 Change Through Trade 12.4 The Last Hole in the Belt Reference Part IV Society 13 The Economy of the Future: From the Struggle for Resources to an Economy of Sharing 13.1 A Cynical Priest and the Club of Rome 13.2 The Old Growth Model of Capitalism 13.3 When the Balance Sheet is Overstretched 13.4 The New Consumption Model of Decentralisation 13.5 When Greed No Longer Pays 13.6 Cradle to Cradle: From Economy to Ecology References 14 The Unfortunate Primacy of Business: Why Politics Must Set Limits to Markets 14.1 Sand in the Gears 14.2 The Soul Sellers of Doubt 14.3 The Wave Spills Over into Europe 14.4 The Taming of Black Sheep 14.5 The Wind is Turning on the Oil Market References 15 In the Interests of All Mankind: The Long Road from National Energy Concepts to Global Policy 15.1 European Energy Policy—Between Insight and Constraints 15.2 Chinese Energy Policy—In China’s Own Interest 15.3 US Energy Policy—Long Dominated by Irrationality and Special Interests 15.4 Developing Countries—Pioneers Against Their Will 15.5 A Brief History of Global Climate Policy Reference 16 A Construction Site for All: The Victory of Climate Ethics 16.1 Who can Help Shaping the Energy Transformation 16.2 Consumption with a Pampering Factor 16.3 Changes in our Everyday Life Reference What is Needed Concretely Epilogue

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 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

Note: Contents General on Ocean Literacy Ocean Literacy: Background, Future Drivers, and Opportunities / Jan H. Stel Ocean Literacy: From a Ripple to a Wave / Diana L. Payne and Meghan E. Marrero A Framework for the Assessment of the Effectiveness of Ocean Literacy Initiatives / Owen Molloy, Matthew Ashley, and Conor McCrossan Exploring and Exploiting Deep Ocean Space / Jan H. Stel Ocean Literacy—In the Context of Naming of Seas: Case Study: The Sea Between Korea and Japan / Rainer Dormels Education Design-Based Implementation Research for Exploring the Ocean: A Geographical Perspective / Alfonso García de la Vega Innovative Education Strategies to Advance Ocean Literacy / Veronica McCauley, Kevin Davison, Patricia McHugh, Christine Domegan, and Anthony Grehan Sail Training Has Set Sail on a Course Towards Ocean Literacy / Laura Ellen Lyth Applications The Importance of Ocean Literacy in the Mediterranean Region—Steps Towards Blue Sustainability / Melita Mokos, Maria Cheimonopoulou, Panayota Koulouri, Monica Previati, Giulia Realdon, Francesca Santoro, Athanasios Mogias, Theodora Boubonari, Alessio Satta, and Christos Ioakeimidis Fostering Ocean-Literate Generations: The Portuguese Blue School / Raquel L. Costa, Bernardo Mata, Fernanda Silva, Patrícia Conceição, and Laura Guimarães Two Ocean Aquarium Academy: An Introduction to Ocean Literacy Programmes and a Marine Sciences Curriculum / Russell A. Stevens Index

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 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