ALBERT

Note: Zugleich: Dissertation, Christian-Albrechts-Universität zu Kiel, 1999 , INHALTSVERZEICHNIS 1. Einleitung 1.1 Kenntnisstand und offene Fragen 1.2 Fragestellung und Ziele dieser Arbeit 2. Umweltbedingungen in den Arbeitsgebieten 2.1 Hydrographie, Eisverhältnisse und NAO 2.2 Zur Variation von Wassertiefe und Breite der Dänemarkstraße und zur Vereisung Islands während des letzten Glazials 3. Methoden 3.1 Auswahl der Kernstationen 3.2 Probennahme und Analysen (Übersicht) 3.3 Zur Rekonstruktion von Paläobedingungen im Oberflächenwasser Zur Aussage stabiler Isotopenverhältnisse in planktischen Foraminiferen Zur Messung stabiler Isotopenverhältnisse Zur Massenspektrometrie Zur Rekonstruktion von Oberflächentemperaturen Alkane und Alkohole als Maß für Staubeintrag Eistranspmtiertes Material und vulkanische Aschen 3.4 Zur Rekonstruktion von Paläobedingungen im Zwischen-/ Tiefenwasser Häufigkeit von Cibicides- und anderen benthischen Arten (inkl. Taxonomie) Stabile Isotopenverhältnisse in benthischen Foraminiferen 3.5 AMS 14C-Datierungen Probenreinigung 3. 6 Hauptelementanalysen von vulkanischen Asche-Leithorizonten 3. 7 Geomagnetische Meßgrößen und magnetische Suszeptibiltät 3.8 Techniken zur Spektralanalyse 4. Methodische Ergebnisse 4.1 Zum Einfluß der Probenreinigung auf δ18O-/ δ13C-Werte 4.2 Probleme bei der langfristigen Reproduzierbarkeit von δ18O-Zeitreihen 4.3 Einfluß der Korngröße und Artendefinition planktischer Foraminiferen auf SST-Rekonstruktionen in hohen Breiten 4.4 Vergleich der stabilen Isotopenwerte von Cibicides lobatulus und Cibicidoides wuellerstorfi 5. Stratigraphische Grundlagen und Tiefenprofile der Klimasignale 5.1 Stratigraphische Korrelation zwischen parallel-gekernten GKG- und SL-/KL-Profilen 5.2 Flanktische δ18O-/ δ13C-Kurven, 14C-Alter und biostratigraphische Fixpunkte Westliches Islandbecken Kern PS2644 Kern PS2646 Kern PS2647 Kern 23351 Vøring-Plateau Kern 23071 Kern 23074 5.3 Benthische δ18O-/ δ13C-Werte in Kern PS2644 5.4 Siliziklastische Sedimentkomponenten: Eistransportiertes Material Westliches Islandbecken Kern PS2644 Kern PS2646 Kern PS2647 Vøring-Plateau Kern 23071 Kern 23074 5.5 Vulkanische Glasscherben in Kern PS2644: Wind- und Eiseintrag 5.6 Geochemie und Alter einzelner Tephralagen als Leithorizonte Westliches Islandbecken Kern PS2644 Kern PS2646 Kern PS2647 Vøring-Plateau Kern 23071 Kern 23074 5.7 Magnetische Suszeptibilität in den Kernen PS2644, PS2646 und PS2647 Kern PS2644 Kern PS2646 und PS2647 5.8 Geomagnetische Feldintensität und Richtungsänderungen in Kern PS2644 5.9 Variation von Planktonfauna und -flora Westliches Islandbecken: Kern PS2644 Kern PS2646 und PS2647 Vøring-Plateau: Kern 23071 und 23074 5.10 Benthische Foraminiferen in Kern PS2644 6. Entwicklung von Temperatur und Salzgehalt nördlich der Dänemark-Straße 6.1 Variation der Oberflächentemperatur nach Planktonforaminiferen 6.2 Variation der Oberflächentemperatur nach Uk37 6.3 Variation der Oberflächensalinität 7. Die Feinstratigraphie von Kern PS2644 als Basis für eine Eichung der 14C-Altersskala 22 - 55 ka 7.1 Korrelation zwischen den Klimasignalen in Kern PS2644 und der GISP2-Klimakurve zum Kalibrieren der 14C-Alter und Erstellen eines Altersmodells Tephrachronologische Marker Korrelationsparameter und -regeln Sonderfälle/ Probleme bei der Korrelation 7.2 Alters-stratigraphische Korrelation der Klimakurven von Kern 23071 und 23074 7.3 Variation der Altersanomalien zwischen 20 und 55 14C-ka 7.4 Variabilität des planktischen 14C-Reservoiralters in Schmelzwasserbeeinflußten Seegebieten Variation der planktischen 14C-Alter unmittelbar an der Basis von Heinrich-Ereignis 4 Unterschiede zwischen planktischen und benthischen 14C-Altern in der westlichen Islandsee. Zur Erklärung der inversen Altersdifferenzen 7.5 Differenz zwischen 14C- und Kalenderalter: Zeitliche Variation unter Einfluß des Erdmagnetfeldes - Modell und Befund 7.6 Sedimentationsraten der Kerne 23071, 23074 und PS2644 nach dem GISP2-Altersmodell Vøring-Plateau: Kerne 23071 und 23074 Südwest-Islandsee: Kern PS2644 8. Klimaoszillationen im Europäischen Nordmeer in der Zeit und Frequenzdomäne 8.1 "Der Einzelzyklus" in den Klimakurven von Kern PS2644 8.2 Zur Veränderlichkeit der Warm- und Kaltextreme sowie Zyklenlänge Besonderheiten in der Zyklenlänge Variation der Kalt-(Stadiale) Variation der Interstadiale 8.3 Periodizitäten der Klimasignale im Frequenzband der D.-Oe.-Zyklen. Der D.-Oe.-Zyklus von 1470 J., seine Multiplen und harmonischen Schwingungen Weitere Frequenzen: 1000-1150 Jahre- und 490- 510 Jahre-Zyklizitäten Höhere Frequenzen im Bereich von Jahrhunderten und Dekaden 8.4 Phasenbeziehungen und (örtliche) Steuemngsmechanismen der Dansgaard-Oeschger-Zyklen 9. Schlußfolgerungen Danksagung Literaturverzeichnis Anhang

Note: Zugleich: Dissertation, Freie Unversität Berlin, [ca. 1963] , INHALTSVERZEICHNIS PROBLEMSTELLUNG UND ZIELSETZUNG 1. BEMERKUNGEN ZUM BEOBACHTUNGSGELÄNDE UND ZUM BEOBACHTUNGSMATERIAL 1.1 Das Beobachtungsgelände 1.2 Das Beobachtungsmaterial 2. HOMOGENITÄTSBETRACHTUNGEN 2.1 Temperatur 2.2 Niederschlag 2.3 Wind 2.4 Sonnenschein und Bewölkung 3. TEMPERATURVERHÄLTNISSE 3.1 Monats- und Jahreswerte 3.2 Tageswerte 3.3 Pentadenwerte 3.4 Häufigkeitsbetrachtungen 3.5 Interdiurne Veränderlichkeit 3.6 Der tägliche Gang 3.7 Vorkommen bestimmter Schwellenwerte 3.71 Frost- und Eistage 3.72 Sommer- und Tropentage 4. DER WASSERGEHALT DER LUFT 4.1 Monats- und Jahreswerte 4.2 Tageswerte 4.3 Häufigkeitsbetrachtungen 4.4 Interdiurne Veränderlichkeit 4.5 Der tägliche Gang 5. BEWÖLKUNGSVERHÄLTNISSE 5.1 Monats- und Jahreswerte 5.2 Tageswerte 5.3 Häufigkeitsbetrachtungen 5.4 Der tägliche Gang 5.5 Heitere und trübe Tage 5.6 Nebel 6. SONNENSCHEIN 6.1 Monats- und Jahreswerte 6.2 Tageswerte 6.3 Der tägliche Gang 7. NIEDERSCHLAGSVERHÄLTNISSE 7.1 Monats- und Jahreswerte 7.2 Niederschlagsbereitschaft 7.3 Tageswerte 7.4 Der tägliche Gang 7.5 Häufigkeitsbetrachtungen 7.6 Niederschlags- und Trockenperioden 7.7 Niederschlag und Wind· 7.8 Schneeverhältnisse 7.81 Schneefall und Schneedecke 7.82 Schneehöhe 7.9 Gewitter 8. WINDVERHÄLTNISSE 8.1 Windrichtung 8.2 Windgeschwindigkeit 8.21 Der jährliche Gang 8.22 Häufigkeitsbetrachtungen 8.23 Sturmtage und Windstillen 8.24 Der tägliche Gang 9.ZUSAMMENFASSUNG VERZEICHNIS DER TEXTTABELLEN VERZEICHNIS DER ABBILDUNGEN LITERATURVERZEICHNIS TABELLENANHANG

Note: Zugleich: Dissertation, Freie Unversität Berlin, [ca. 1963] , INHALTSVERZEICHNIS PROBLEMSTELLUNG UND ZIELSETZUNG 1. BEMERKUNGEN ZUM BEOBACHTUNGSGELÄNDE UND ZUM BEOBACHTUNGSMATERIAL 1.1 Das Beobachtungsgelände 1.2 Das Beobachtungsmaterial 2. HOMOGENITÄTSBETRACHTUNGEN 2.1 Temperatur 2.2 Niederschlag 2.3 Wind 2.4 Sonnenschein und Bewölkung 3. TEMPERATURVERHÄLTNISSE 3.1 Monats- und Jahreswerte 3.2 Tageswerte 3.3 Pentadenwerte 3.4 Häufigkeitsbetrachtungen 3.5 Interdiurne Veränderlichkeit 3.6 Der tägliche Gang 3.7 Vorkommen bestimmter Schwellenwerte 3.71 Frost- und Eistage 3.72 Sommer- und Tropentage 4. DER WASSERGEHALT DER LUFT 4.1 Monats- und Jahreswerte 4.2 Tageswerte 4.3 Häufigkeitsbetrachtungen 4.4 Interdiurne Veränderlichkeit 4.5 Der tägliche Gang 5. BEWÖLKUNGSVERHÄLTNISSE 5.1 Monats- und Jahreswerte 5.2 Tageswerte 5.3 Häufigkeitsbetrachtungen 5.4 Der tägliche Gang 5.5 Heitere und trübe Tage 5.6 Nebel 6. SONNENSCHEIN 6.1 Monats- und Jahreswerte 6.2 Tageswerte 6.3 Der tägliche Gang 7. NIEDERSCHLAGSVERHÄLTNISSE 7.1 Monats- und Jahreswerte 7.2 Niederschlagsbereitschaft 7.3 Tageswerte 7.4 Der tägliche Gang 7.5 Häufigkeitsbetrachtungen 7.6 Niederschlags- und Trockenperioden 7.7 Niederschlag und Wind· 7.8 Schneeverhältnisse 7.81 Schneefall und Schneedecke 7.82 Schneehöhe 7.9 Gewitter 8. WINDVERHÄLTNISSE 8.1 Windrichtung 8.2 Windgeschwindigkeit 8.21 Der jährliche Gang 8.22 Häufigkeitsbetrachtungen 8.23 Sturmtage und Windstillen 8.24 Der tägliche Gang 9.ZUSAMMENFASSUNG VERZEICHNIS DER TEXTTABELLEN VERZEICHNIS DER ABBILDUNGEN LITERATURVERZEICHNIS TABELLENANHANG

Note: Contents List of Contributors Preface Chapter 1 An Introduction to the Ocean Soundscape 1.1 Introduction 1.2 Seismic Waves 1.2.1 Body Waves 1.2.2 Surface Waves 1.3 Noise Sources in the Oceans 1.3.1 Noise from Geological Origins (Geophony) 1.3.2 Noise from Biological Origins (Biophony) 1.3.3 Noise from Anthropogenic Origins (Anthrophony) 1.4 Tools for Recording Marine Noise 1.4.1 Ocean-Bottom Seismometers 1.4.2 Ocean-Bottom Nodes 1.4.3 Ocean-Bottom Observatories 1.4.4 Acoustic Doppler Current Profilers 1.4.5 Echosounders 1.4.6 Drifters and Floats 1.5 Common Data-Processing Methods 1.5.1 Time-Drift Correction 1.5.2 Data Reduction 1.5.3 Instrument Relocation through Travel-Time Analysis 1.5.4 Rotation for Geophone Reorientation 1.5.5 Converting from Counts to Physical Units 1.5.6 Removing the Mean from the Data Set 1.5.7 Frequency Spectrum, Spectrogram, and Power Spectral Density 1.5.8 Frequency Filtering 1.5.9 Polarization Analysis 1.6 Summary of Chapters 1.7 Future Developments of Acoustic Measurements in the Ocean References Chapter 2 Seismic Ambient Noise: Application to Taiwanese Data 2.1 Introduction 2.2 Background Ambient Seismic Noise in Taiwan 2.3 Ambient Seismic Noise Generated by Intense Storms 2.4 Deepsea Internal Waves Southeast of Offshore Taiwan 2.5 Gas Emissions at the Seafloor and "Bubble" SDEs in SW Offshore Taiwan 2.6 Conclusion Acknowledgments References Chapter 3 Seasonal and Geographical Variations in the Quantified Relationship Between Significant Wave Heights and Microseisms: An Example From Taiwan 3.1 Introduction 3.2 Method and Data Processing 3.2.1 Data 3.2.2 Method 3.3 Testing and Determining Parameters 3.4 Results and Discussion 3.4.1 Seasonal Variation 3.4.2 Geographical Variation 3.4.3 Residual Distributions of the SHW Simulation 3.5 Conclusions -- Acknowledgments References Chapter 4 Listening for Diverse Signals From Emergent and Submarine Volcanoes 4.1 Introduction 4.2 Detection and Monitoring of Submarine Volcanism 4.2.1 Hydroacoustic Arrays 4.2.2 Seismometer Arrays 4.2.3 Cabled Systems 4.2.4 Limitations in Detecting Submarine Volcanism 4.3 Diverse Volcano Signals Recorded Underwater 4.3.1 Distinguishing Signal from Noise in the Ocean 4.3.2 High-Frequency Volcanic Signals 4.3.3 Low-Frequency Volcanic Signals 4.3.4 Volcanic Tremor Signals 4.3.5 Volcanic Explosion-Type Signals 4.3.6 Volcanic Landslide Signals 4.4 Conclusions Availability Statement Acknowledgments References Chapter 5 Seismic and Acoustic Monitoring of Submarine Landslides: Ongoing Challenges, Recent Successes, and Future Opportunities 5.1 Introduction 5.1.1 Recent Advances in Direct Monitoring of Submarine Landslides 5.1.2 Aims 5.2 Passive Geophysical Monitoring of Terrestrial Landslides 5.3 Which Aspects of Submarine Landslides Should We Be Able to Detect with Passive Systems? 5.4 Recent Advances and Opportunities in Passive Monitoring of Submarine Landslides 5.4.1 Determining the Timing and Location of Submarine Landslides at a Margin Scale Using Land-Based Seismological Networks 5.4.2 Quantifying Landslide Kinematics Using Hydrophones 5.4.3 Characterizing Landslide Run-Out to Enhance Hazard Assessments 5.4.4 Opportunities Using Distributed Cable-Based Sensing 5.5 The Application of Passive Geophysical Monitoring in Advancing Submarine Landslide Science 5.5.1 Can Passive Seismic and Acoustic Techniques Overcome the Logistical Challenges That Have Previously Hindered the Monitoring of Submarine Landslides? 5.5.2 What Aspects of Submarine Landslides Can We Assess from Passive Remote Sensing Techniques, and What Needs To Be Resolved? 5.5.3 Suggestions for Future Directions 5.6 Concluding Remarks Acknowledgments References Chapter 6 Iceberg Noise 6.1 Introduction 6.2 Waveforms of Iceberg Noise 6.2.1 Iceberg Bursts 6.2.2 Iceberg Tremor 6.2.3 Iceberg Harmonic Tremor 6.3 Observation and Location of Iceberg Noise 6.3.1 Hydroacoustic Records at Long Distances 6.3.2 Records of Regional Hydroacoustic Networks 6.3.3 Seismic Records in Antarctica 6.4 Spatial and Temporal Variations of Iceberg Noise 6.5 Source Mechanisms of Iceberg Noise 6.6 Discussion 6.7 Conclusion Acknowledgments References Chapter 7 The Sound of Hydrothermal Vents 7.1 Introduction 7.2 Theory of Sound Production by Hydrothermal Vents 7.2.1 Radiation Efficiency 7.2.2 Monopole 7.2.3 Dipole 7.2.4 Quadrupole 7.2.5 Estimated Source Sound Pressure Levels 7.2.6 Estimated Source Spectra 7.3 Survey of Acoustic Measurements 7.3.1 Very Low Frequency (〈 10 Hz) 7.3.2 Narrowband 7.3.3 Broadband 7.3.4 Tidal Variability 7.3.5 Summary of Acoustic Measurements 7.4 Other Sources of Ambient Noise 7.4.1 Microseisms 7.4.2 Local and Teleseismic Events 7.4.3 Biological Sources 7.4.4 Anthropogenic Sources 7.5 Measurement and Analysis Considerations 7.5.1 Flow Noise and Coupled Vibration 7.5.2 Sound Speed in Hydrothermal Fluid 7.5.3 Near Field vs Far Field 7.5.4 Hydrophone Array Measurements 7.6 Conclusion Nomenclature References Chapter 8 Atypical Signals: Characteristics and Sources of Short-Duration Events 8.1 Introduction 8.2 Signal Characteristics 8.3 Worldwide Distribution of SDEs 8.4 Observations and Studies Advancing SDE Understanding 8.4.1 Observations from Different Types of Ocean Bottom Instruments 8.4.2 Continuous Long-Term, Multidisciplinary Monitoring of Gas Emissions 8.4.3 Correlation with Acoustic Monitoring of Gas Emissions 8.4.4 Correlation with Earthquakes 8.4.5 Correlation with Tides 8.4.6 Controlled in situ and Laboratory Experiments 8.5 Discussion of SDE Potential Sources 8.5.1 Biological Origin 8.5.2 Action of Ocean/Sea Currents 8.5.3 Fluids in Near-Surface Sediments 8.5.4 Low-Magnitude Seismicity 8.5.5 Source Modeling 8.6 Conclusion Acknowledgments References Chapter 9 Short-Duration Events Associated With Active Seabed Methane Venting: Scanner Pockmark, North Sea 9.1 Introduction 9.2 Scanner Pockmark Complex 9.3 CHIMNEY Seismic Experiment 9.4 Methods 9.5 Results 9.6 Discussion 9.6.1 Characteristics of SDEs 9.6.2 Spatial Distribution of SDEs 9.6.3 Negative Correlation with the Tide 9.6.4 Efficiency of SDE Detection 9.7 Conclusion Acknowledgments References Chapter 10 Ambient Bubble Acoustics: Seep, Rain, and Wave Noise 10.1 Introduction 10.2 Bubbles as Acoustic Sources 10.2.1 The Injection of a Gas Bubble 10.2.2 Bubbles as Simple Harmonic Oscillators 10.2.3 Minnaert Frequency 10.3 Subsurface Gas Release 10.3.1 Gas-Seep Acoustics 10.4 Rainfall Acoustics 10.5 Acoustics of Breaking Waves 10.6 Conclusion Further Reading Appendix Symbology References Chapter 11 Baleen Whale Vocalizations 11.1 Introduction 11.1.1 Marine Mammal Classification 11.2 Physical Description of Sound and Its Conventions 11.2.1 Sound Pressure Level (SPL) 11.2.2 Source Level (SL) 11.2.3 Whale-Sound Analysis 11.3 Marine Mammal Vocalizations 11.3.1 Sirenia and Carnivora 11.3.2 Toothed Whales 11.3.3 Baleen Whales 11.4 Conclusions Acknowledgments References Chapter 12 Tracking and Monitoring Fin Whales Offshore Northwest Spain Using Passive Acoustic Methods 12.1 Introduction 12.1.1 Passive Acoustic Monitoring 12.1.2 Fin Whale Vocalizations 12.1.3 Data Available for This Study 12.2 Methods 12.2.1 Call Detection 12.2.2 Delay Estimation 12.2.3 Localization and Tracking 12.2.4 Kalman Filter 12.3 Results 12.3.1 Detections 12.3.2 Localization 12.3.3 Tracking 12.4 Discussion 12.5 Conclusions Acknowledgments References Chapter 13 Noise From Marine Traffic 13.1 Introduction 13.2 Underwater Radiated Noise 13.2.1 Sources of Shipping Noise 13.2.2 Measuring Radiated Noise 13.2.3 Modeling Underwater Radiated Noise 13.3 Noise Mapping 13.3.1 Modeling Shipping Contributions 13.3.2 Source Properties 13.3.3 Acoustic Propagation 13.3.4 Noise-Mapping Applications 13.4 Conclusion Acknowledgments References Chapter 14 Tracking Multiple Underwater Vessels With Passive Sonar Using Beamforming and a Trajectory PHD Filter 14.1 Introduction 14.2 Narrow-Band Signal Model 14.3 Detection via Beamforming and CA-CFAR 14.3.1 CBF 14.3.2 CA-CFAR 14.4 T

Note: Contents Preface Contributors PART I AN OVERVIEW OF THE DIVERSITY OF BACTERIOPHAGES 1 Structural and Genomic Diversity of Bacteriophages / Bert Ely, Jacob Lenski, and Tannaz Mohammadi 2 The Diversity of Bacteriophages in the Human Gut / Amanda Carroll-Portillo, Derek M. Lin, and Henry C. Lin 3 Breaking the Ice: A Review of Phages in Polar Ecosystems / Mara Elena Heinrichs, Gonçalo J. Piedade, Ovidiu Popa, Pacifica Sommers, Gareth Trubl, Julia Weissenbach, and Janina Rahlff 4 The Diversity of Bacteriophages in Hot Springs / Timothy J. Marks and Isabella R. Rowland PART II ISOLATION OF BACTERIOPHAGES 5 Isolation of Bacteriophages from Soil Samples in a Poorly Equipped Field Laboratory in Kruger National Park / Ayesha Hassim and Kgaugelo Edward Lekota 6 Purification and Up-Concentration of Bacteriophages and Viruses from Fecal Samples / Frej Larsen, Rasmus Riemer Jakobsen, Xiaotian Mao, Josue Castro-Mejia, Ling Deng, and Dennis S. Nielsen 7 Isolation of Enterococcus Bacteriophages from Municipal Wastewater Samples Using an Enrichment Step / Cory Schwarz and Jacques Mathieu 8 Phage DNA Extraction, Genome Assembly, and Genome Closure / Justin Boeckman, Mei Liu, Jolene Ramsey, and Jason Gill PART III ENUMERATION OF BACTERIOPHAGES 9 Enumeration of Bacteriophages by Plaque Assay / Diana Elizabeth Waturangi 10 Detection and Quantification of Bacteriophages in Wastewater Samples by Culture and Molecular Methods/ Laura Sala-Comorera, Maite Muniesa, and Lorena Rodríguez-Rubio 11 Flow Virometry: A Fluorescence-Based Approach to Enumerate Bacteriophages in Liquid Samples / Elena A. Dlusskaya and Rafik Dey 12 A Metagenomics Approach to Enumerate Bacteriophages in a Food Niche / Kelsey White, Giovanni Eraclio, Gabriele Andrea Lugli, Marco Ventura, Jennifer Mahony, Fabio Dal Bello, and Douwe van Sinderen PART IV CHARACTERIZATION OF BACTERIOPHAGES 13 Bioinformatic Analysis of Staphylococcus Phages: A Key Step for Safe Cocktail Development / Soledad Telma Carrasco and He´ctor Ricardo Morbidoni 14 Use of Localized Reconstruction to Visualize the Shigella Phage Sf6 Tail Apparatus / Chun-Feng David Hou, Fenglin Li, Stephano Iglesias, and Gino Cingolani 15 Bacteriophage–Host Interactions and Coevolution / Diana M. Álvarez-Espejo, Dácil Rivera, and Andrea I. Moreno-Switt 16 Unraveling Physical Interactions of Clostridioides difficile with Phage and Phage-Derived Proteins Using In Vitro and Whole-Cell Assays / Wichuda Phothichaisri, Tanaporn Phetruen, Surang Chankhamhaengdecha, Tavan Janvilisri, Puey Ounjai, Robert P. Fagan, and Sittinan Chanarat 17 Phage Transduction of Staphylococcus aureus / Melissa-Jane Chu Yuan Kee and John Chen PART V APPLICATION OF BACTERIOPHAGES AND BACTERIOPHAGE-DERIVED COMPONENTS 18 The Next Generation of Drug Delivery: Harnessing the Power of Bacteriophages / Alaa A. A. Aljabali, Mohammad B. M. Aljbaly, Mohammad A. Obeid, Seyed Hossein Shahcheraghi, and Murtaza M. Tambuwala 19 Construction of Nonnatural Cysteine-Cross-Linked Phage Libraries / Brittney Chau, Kristi Liivak, and Jianmin Gao 20 Application of Deep Sequencing in Phage Display / Vincent Van Deuren, Sander Plessers, Rob Lavigne, and Johan Robben 21 The Application of Bacteriophage and Photoacoustic Flow Cytometry in Bacterial Identification / Robert H. Edgar, Anie-Pier Samson, and John A. Viator 22 Propagation, Purification, and Characterization of Bacteriophages for Phage Therapy / Katarzyna Kosznik-Kwaśnicka, Gracja Topka, Jagoda Mantej, Łukasz Grabowski, Agnieszka Necel, Grzegorz Węgrzyn, and Alicja Węgrzyn 23 Overcoming Bacteriophage Resistance in Phage Therapy / Elina Laanto 24 Bacteriophage Virus-Like Particles: Platforms for Vaccine Design / Ebenezer Tumban Index

Note: INHALT Vorwort ERSTER TEIL Faszination Ozean Im Reich der Tiefe Astronaut auf Erden Die Stimme der Meere ZWEITER TEIL Am Abgrund der Meere Der Schatz von Helgoland Geisterjagd vor Rügen Am Limit DRITTER TEIL Der Weg nach vorn Unscheinbarer Superheld Grundreinigung Mut zur Hoffnung Dein Leben für den Ozean DANKSAGUNG DIE AUTOREN IMPRESSUM BILDNACHWEIS

Note: Dissertation, Universität Potsdam, 2023 , Contents 1. Introduction 2. Boundary Layers Types of the Atmosphere 2.1. The Convective Boundary Layer (CBL) 2.2. The Neutral Boundary Layer (NBL) 2.3. The Stable Boundary Layer (SBL) 3. The Closure problem 4. Model description 4.1. Applied model versions 4.2. Governing equations 4.3. Horizontal grid 4.4. Vertical grid 4.5. Lateral boundaries 4.6. Parametrizations 4.6.1. Radiation scheme 4.6.2. Microphysics 4.6.3. Mellor-Yamada scheme 4.6.4. Smagorinsky scheme 4.6.5. Sea ice scheme 4.7. Difference to classical LES Models 5. Experimental Setup 6. MOSAiC Measurements 6.1. ARM Meteorological tower 6.2. Radiosondes 7. Model evaluation for the central Arctic 7.1. Impact of the horizontal resolution 7.1.1. Under cold, light wind conditions 7.1.2. Under stormy conditions 7.2. Impact of the sea-ice scheme 7.3. Impact of the lower boundary conditions 7.4. Impact of the parametrization schemes under cold, light wind conditions 7.4.1. Near-surface variables 7.4.2. Vertical profiles 7.4.3. Surface fluxes 7.4.4. Boundary Layer Height 7.5. Impact of the parametrization schemes under stormy conditions 7.5.1. Near-surface variables 7.5.2. Vertical profiles 7.5.3. Surface fluxes 7.5.4. Boundary Layer height 8. Discussion and Summary Acknowledgements Appendix

Note: Inhaltsverzeichnis Vorwort Kapitel 1 Dringlichst gesucht – Wege aus der Klimakrise Alarmstufe Rot für Mensch und Natur Lösungen für das Treibhausgas-Problem? CONCLUSIO: Die Klimakrise kennt nur eine Lösung: Treibhausgasneutralität Kapitel 2 Die Rolle des Ozeans im Kohlenstoffkreislauf der Erde Wie der Ozean Kohlendioxid aufnimmt CONCLUSIO: Kohlenstoffspeicher Ozean: Riesig, effizient und in Gefahr 67 Kapitel 3 Das ungenutzte Klimaschutzpotenzial der Ökosysteme an Land Wälder, Wiesen und Böden als Kohlenstoffspeicher CONCLUSIO: Lösungen, die viel zu selten umgesetzt werden Kapitel 4 Marine CDR-Verfahren: Forschung unter Zeit- und Erwartungsdruck Ein Ozean der Möglichkeiten oder gefährlicher Hype? Kapitel 5 Mehr Kohlenstoffeinlagerung in Wiesen und Wäldern des Meeres? Blue Carbon: Ein Lösungsansatz mit doppeltem Nutzen CONCLUSIO: Küstenökosysteme: Marine Kohlenstoffsenke mit unverzichtbaren Zusatzleistungen Kapitel 6 Künstlicher Auftrieb: Die Idee von der Begrünung des Ozeans Eine Anschubhilfe für die biologische Kohlenstoffpumpe CONCLUSIO: Künstlicher Auftrieb – Prädikat: „nur bedingt nützlich“ Kapitel 7 Gezielte Eingriffe in die Meereschemie Alkalinitätserhöhung: Verfahren in den Kinderschuhen CONCLUSIO: Alkalinitätserhöhung – theoretisch verstanden, im Feld jedoch kaum getestet Kapitel 8 Kohlendioxid verpressen tief unter dem Meer Gasspeicherung in Sandsteinschichten und Basaltgestein CONCLUSIO: Kohlendioxidspeicherung unter dem Meer: Ein umstrittenes Verfahren im Aufwind Kapitel 9 Leitprinzipien und Regeln für einen Einsatz mariner CDR-Verfahren Wie regelt man eine verstärkte CO2-Aufnahme des Meeres? CONCLUSIO: Regulierung möglicher CDR-Einsätze: Gebraucht werden klare Strategien und Vorschriften Gesamt-Conclusio Abkürzungen Quellenverzeichnis Mitwirkende Index Partner und Danksagung Abbildungsverzeichnis Impressum .

Note: Dissertation, Universität Potsdam, 2023 , TABLE OF CONTENTS Acknowledgements Summary Zusammenfassung 1 General introduction 1.1 A changing world 1.1.1 Global changes of anthropogenic origin 1.1.2 Amplified crisis in the high latitudes 1.2 The past is the key to the future 1.2.1 The Quaternary glacial and interglacial stages 1.2.2 The Beringia study case 1.3 Investigating past biodiversity 1.3.1 Traditional tools 1.3.2 Newest sedaDNA proxies 1.4 Motivation and aims of the thesis 1.5 Structure of the thesis 1.6 Author’s contributions 2 Manuscript I 2.1 Abstract 2.2 Introduction 2.3 Materials and Methods 2.3.1 Geographical settings 2.3.2 Fieldwork and subsampling 2.3.3 Core splicing and dating 2.3.4 Sediment-geochemical analyses 2.3.5 Pollen analysis 2.3.6 Molecular genetic preparation 2.3.7 Processing of sedaDNA data 2.3.8 Statistical analysis and visualization 2.4 Results 2.4.1 Age model 2.4.2 Sediment-geochemical core composition 2.4.3 Pollen stratigraphy 2.4.4 sedaDNA composition 2.4.5 Comparison between pollen and sedaDNA 2.4.6 Taxa richness investigation 2.5 Discussion 2.5.1 Proxy validation 2.5.2 Vegetation compositional changes in response to climate inferred from pollen and sedaDNA records 2.5.3 The steppe-tundra of the Late Pleistocene 2.5.4 The disrupted Pleistocene-Holocene transition 2.5.5 The boreal forest of the Holocene 2.5.6 Changes in vegetation richness through the Pleistocene/Holocene transition inferred from the sedaDNA record 2.6 Conclusion Data availability statement Funding References 3 Manuscript II 3.1 Abstract 3.2 Introduction 3.3 Material and Method 3.3.1 Site description and timeframe 3.3.2 Sampling, DNA extraction and PCR 3.3.3 Filtering and cleaning dataset 3.3.4 Identification of taxa – species signal 3.3.5 Resampling 3.3.6 Assessment of the species pool stability 3.3.7 Quantification of extinct and extirpated taxa 3.3.8 Characterisation of species and candidate species 3.4 Results 3.4.1 Changes in the composition and species pool at the Pleistocene - Holocene transition 3.4.2 Decrease in the regional plant species richness between the Pleistocene and the Holocene 3.4.3 Identification of loss taxa events 3.4.4 Characterisation of lost taxa 3.5 Discussion 3.5.1 Biotic and abiotic changes in the ecosystem - a cocktail for extinction 3.5.2 Identification and quantification of potential plant taxa loss 3.5.3 Characterisation of potential taxa loss 3.5.4 Limits of the method 3.5.5 Conclusions and perspectives Funding References 4 Manuscript III 4.1 Abstract 4.2 Introduction 4.3 Material & Methods 4.3.1 Fieldwork and subsampling 4.3.2 Chronology 4.3.3 Pollen analysis 4.3.4 Isolation of sedimentary ancient DNA 4.3.5 Metabarcoding approach 4.3.6 Shotgun approach 4.3.7 Bioinformatic processing 4.4 Results 4.4.1 General results of the three approaches: pollen, metabarcoding and shotgun sequencing 4.4.2 Plants (Viridiplantae) 4.4.3 Fungi 4.4.4 Mammals (Mammalia) 4.4.5 Birds (Aves) 4.4.6 Insects (Insecta) 4.4.7 Prokaryotes (Bacteria, Archaea) and Viruses 4.5 Discussion 4.5.1 Interglacial communities 4.5.2 Glacial communities 4.5.3 Potential and limitations of the sedaDNA shotgun approach applied to ancient permafrost sediments 4.6 Conclusions Data availability statement Funding References 5 Synthesis 5.1 Ecological changes between glacial and interglacial stages 5.1.1 Changes in the compositional structure 5.1.2 Loss of plant diversity 5.1.3 Potential drivers of change 5.2 High potential of sedaDNA for past biodiversity reconstruction 5.3 Conclusions and future perspectives Bibliography Appendices Appendix 1: Supplementary material for Manuscript I Appendix 2: Supplementary material for Manuscript II Appendix 3: Supplementary material for Manuscript III Appendix 4: Manuscript IV Eidesstattliche Erklärung

Note: Contents Foreword Prologue Earth’s Freezer: Introduction to Permafrost Frozen grounds: Permafrost in the Arctic Permafrost in profile: Landscape features Frozen in time: The history of permafrost An icy balance: Arctic permafrost physiography What lies within: Organic carbon in permafrost When ice grows up: Pingo Canadian Landmark Drilling down: Learning the secrets of permafrost Portrait: Annett Bartsch Un/settled: Life on frozen ground Frozen States I: Russian Federation Portrait: Vyacheslav Shadrin Frozen States II: North America Portrait: Jessi Pascal Frozen States III: Nordic region Portrait: Palle Jeremiassen Awakening Giant: Permafrost and Climate Change Warming up, warming down: Increasing ground temperatures The chill is gone: Thickening of the active layer Disappearing act: Declining permafrost extent Microorganisms, macro effects: Permafrost carbon cycle Faster, deeper, stronger I: Speed of thaw in North America Faster, deeper, stronger II: Speed of thaw in Scandinavia and the Russian Federation Crossing the threshold: Future scenarios of carbon release Portrait: Dmitry Streletskiy Moving Grounds: Permafrost Changes Frost and flora: The role of vegetation in permafrost landscapes Fire on ice: Peat, permafrost, and fire State of matter: Water, snow, and permafrost The rivers run through it: Arctic rivers, deltas and hydrology Along the edge of the world: Arctic coastal classification Wear and tear: Erosion of Arctic permafrost coasts Eating into the landscape: Retrogressive thaw slumps Portrait: Angus Alunik Losing ground: Projected rates of Arctic coastal erosion Beneath the waves: Changes in subsea permafrost Arctic Ripples: Impacts of Permafrost Thaw Feeling the heat: Permafrost thaw impacts on infrastructure Risky business I: North American Arctic and Kalaallit Nunaat (Greenland) Risky business II: The Russian Federation and Scandinavian Arctic Terra infirma I: Coastal infrastructure in Yamalo-Nenets Portrait: Susanna Gartler Terra infirma II: Reinforcing runways in Paulatuk Terra infirma III: Keeping cold food cold in Alaska Terra infirma IV: Urban planning in Ilulissat Nothing in isolation: Health and wellness and permafrost Portrait: Gwen Healey Akearok Toxic grounds: Contaminants and environmental health Coming back to life: Reemerging pathogens Frozen assets I: The formal economy Frozen assets II: Traditional and subsistence activities Cultural homeland: Alaas landscapes in Yakutia Holding Tight: Adaptation to Permafrost Thaw Bumpy road ahead: Transportation infrastructure and permafrost Undermined: Mining infrastructure and permafrost Keeping the light on: Energy infrastructure and permafrost No time to waste: Waste management and permafrost Modern history: Preserving Svalbard’s cultural heritage Portrait: Ingrid Rekkavik Going South: Permafrost in Other Areas A planetary perspective: Permafrost outside the Arctic Frozen giants: Permafrost in the mountains The view from the top: The Qinghai-Tibetan Plateau, Hindu Kush Himalaya, and Andes Europe’s frozen heart: Permafrost in the Alps The ends of the Earth I: Permafrost in Antarctica The ends of the Earth II: Antarctic Peninsula The ends of the Earth III: Queen Maud Land, Victoria Land, and the McMurdo Dry Valleys Over the Horizon Authors and contributors Acknowledgments Artist spotlight: Olga Borjon-Privé (Oluko) Artist spotlight: Katie Orlinsky Glossary Acronyms References

Note: Dissertation, Universität Potsdam, 2023 , CONTENTS 1 SCIENTIFIC BACKGROUND AND RESEARCH QUESTIONS 1.1 Extreme events and attribution 1.2 Arctic climate change and mid-latitude linkages 1.3 Research questions 2 FOUNDATIONS 2.1 Atmospheric basics 2.1.1 Governing equations 2.1.2 Zonal wind and temperature profiles 2.1.3 Atmospheric waves and instabilities 2.1.4 Large-scale variability patterns and blocking 2.2 Atmospheric circulation regimes 2.2.1 Dynamical concepts 2.2.2 Regime computation 2.2.3 Regime number 2.3 Arctic climate change 2.3.1 Recent trends in Arctic sea ice and temperatures 2.3.2 Surface fluxes and energy balance in Arctic regions 2.3.3 Polar amplification mechanisms 2.3.4 Arctic-mid-latitude linkages 2.4 Weather and climate extremes 2.4.1 Recent trends 2.4.2 Dynamical driver of temperature extremes 3 DATA AND METHODS 3.1 ERA5 reanalysis 3.2 Model experiments 3.2.1 The atmospheric general circulation model ECHAM6 3.2.2 Polar Amplification Intercomparison Project data 3.3 Methods 3.3.1 Statistical significance 3.3.2 Extreme definition 4 RESULTS AND DISCUSSION 4.1 Mean circulation in ERA5 and ECHAM6 experiments 4.1.1 Climatological mean states in ERA5 and the reference simulation 4.1.2 Climatological responses in ECHAM6 sensitivity experiments 4.2 Circulation regimes and sea ice-induced frequency changes 4.2.1 Regime structures in ERA5 and ECHAM6 experiments 4.2.2 Regime frequency changes in ERA 4.2.3 Regime frequency changes in ECHAM6 experiments 4.3 Changes in Northern Hemispheric temperature extremes induced by sea ice loss 4.3.1 Extreme occurrence frequency changes 4.3.2 Temperature return level changes 4.4 Links between circulation regimes and extremes over Europe 4.4.1 Winter temperature extremes 4.4.2 Summer heat extremes 4.4.3 Winter wind extremes 4.5 Decomposition of sea ice-induced frequency changes in European winter extremes 4.5.1 Midwinter cold extremes along a SCAN storyline 4.5.2 January warm extremes along a ATl- storyline 4.5.3 February warm extremes along a NAO+ storyline 4.5.4 Comparison with futSST 4.5.5 January wind extremes along a ATL- storyline 4.6 Circulation Analogue-based approach for summer season 4.6.1 ERA5 event definitions 4.6.2 Reference flows and analogues in ERA5 4.6.3 Circulation analogues in ECHAM6 experiments 4.6.4 Decomposition of sea ice-induced changes in European heat extremes 5 CONCLUSION 5.1 Summary 5.2 Final discussion and outlook Appendix A METHODS A.1 Principal Component Analysis A.2 𝑘-Means clustering A.2.1 Algorithm A.2.2 Computation of circulation regimes A.3 Taylor diagram A.4 Regression model for describing ERA5 regime frequency changes A.4.1 General setup A.4.2 Multinomial Logistic Regression A.4.3 Linear predictor A.5 Definition and calculation of return levels A.5.1 Block maxima approach and Generalized Extreme Value distribution A.5.2 Return level estimation A.6 Framework for conditional extreme event attribution Appendix B ADDITIONAL FIGURES B.1 Circulation regimes and sea ice-induced frequency changes B.2 Changes in Northern Hemispheric temperature extremes induced by sea ice loss B.3 Links between circulation regimes and extremes over Europe B.3.1 Conditioned vs. unconditioned ERA5 and wind extreme probabilities B.3.2 Wind and synoptic-scale activity anomalies B.4 Decomposition of sea ice-induced frequency changes in European winter extremes B.5 Circulation Analogue-based approach for summer season B.6 Miscellaneous B.6.1 Recent Arctic sea ice trends B.6.2 futSST forcing field B.6.3 Fluxes over sea ice and ocean surfaces in ECHAM6 BIBLIOGRAPHY

Note: Inhaltsverzeichnis 1 Einleitung: S(B)DG im Hochschulkontext – Einführung und Überblick / Heike Pantelmann und Sabine Blackmore Teil I Kritische Perspektiven auf Recht, Struktur und Daten 2 „Islands of Empowerment“ – Recht als Instrument der Selbstermächtigung gegen rassistische und sexistische Diskriminierung / Doris Liebscher 3 Nein heißt nein: Universitäre Maßnahmen gegen sexualisierte Belästigung, Diskriminierung und Gewalt. Richtlinien, Beratung, Prävention / Tanja Wälty und Heike Pantelmann 4 International vergleichende Forschung über Formen geschlechtsbezogener Gewalt in Wissenschaftsorganisationen / Anke Lipinsky und Claudia Schredl Teil II Perspektiven auf spezifische Herausforderungen von Settings und Hochschultypen 5 Umgang mit sexualisierter Diskriminierung und Gewalt in der Universitätsmedizin in Theorie und Praxis / Pia Djermester, Sabine C. Jenner und Sabine Oertelt-Prigione 6 Zum Umgang mit Nähe und Distanz – good practice an Musikhochschulen / Birgit Fritzen und Martina Bick 7 Kunst braucht Nähe. Nähe braucht Regeln. Vom professionellen Umgang mit Grenzen in der musikalischen Ausbildung an Musikhochschulen / Antje Kirschning 8 Für ein gutes Miteinander auf See. Eine Initiative zur Prävention von sexualisierten Grenzverletzungen auf Forschungsfahrten / Kristin Hamann, Nikole Lorenz, Catharina Jäcke und Ulrike Schroller-Lomnitz Teil III Perspektiven auf Strukturen, Umgang und Lösungsansätze 9 Die Hochschule – ein möglichst sicherer Ort! Elemente eines Schutzkonzepts zur Prävention von und zum Umgang mit sexualisierter Diskriminierung und Gewalt / Ulrike Richter, Sünne Andresen, Elisa Kassin und Holger Specht 10 „Na, dann brauchen wir wohl einen Workshop oder Coaching …“ – Trainings und Coaching als Instrumente in der hochschulischen Arbeit bei Fällen von sexualisierter Diskriminierung und Gewalt / Sabine Blackmore und Lisa Horvath 11 Beratung bei sexualisierter Belästigung, Diskriminierung und Gewalt: Ein Schulungskonzept für Hochschulen / Brigitte Reysen-Kostudis und Wendy Stollberg 12 Sensibilisierung zum Thema „Sexualisierte Diskriminierung und Gewalt“ im Rahmen der jährlichen Sicherheitsunterweisung nach Arbeitsschutzgesetz – eine präventive Maßnahme / Robin von Both, Britta Bergfeldt und Birgid Langer Teil IV Erweiterung der Perspektive 13 Intersektionalität, Repräsentanz und safer spaces bei sexualisierter Diskriminierung und Gewalt an Hochschulen / Gabriele Rosenstreich 14 Gender.Macht.Wissenschaft – Akademischer Aktivismus. Ein Bericht über aktivistische Schreib- und Arbeitsprozesse / AG Gender.Macht.Wissenschaft Teil V Perspektiven internationaler Hochschulkontexte 15 Tackling Sexual Harassment and Violence in Universities: Seven Lessons from the UK / Alison Phipps 16 Green Tides and Pink Glitter: A Brief Account of the 21st-century Feminist Movement in Mexican Higher Education / Kenya Herrera Bórquez 17 Sexual Violence in the University Environment in Mexico: Some Reflections on its Manifestations and its Relationship with Feminist Activism / Daniela Cerva Cerna und Marcela Suárez Estrada Erratum zu: Zum Umgang mit Nähe und Distanz – good practice an Musikhochschulen / Birgit Fritzen und Martina Bick

Note: Inhaltsverzeichnis Vorwort Kapitel 1 Dringlichst gesucht – Wege aus der Klimakrise Alarmstufe Rot für Mensch und Natur Lösungen für das Treibhausgas-Problem? CONCLUSIO: Die Klimakrise kennt nur eine Lösung: Treibhausgasneutralität Kapitel 2 Die Rolle des Ozeans im Kohlenstoffkreislauf der Erde Wie der Ozean Kohlendioxid aufnimmt CONCLUSIO: Kohlenstoffspeicher Ozean: Riesig, effizient und in Gefahr 67 Kapitel 3 Das ungenutzte Klimaschutzpotenzial der Ökosysteme an Land Wälder, Wiesen und Böden als Kohlenstoffspeicher CONCLUSIO: Lösungen, die viel zu selten umgesetzt werden Kapitel 4 Marine CDR-Verfahren: Forschung unter Zeit- und Erwartungsdruck Ein Ozean der Möglichkeiten oder gefährlicher Hype? Kapitel 5 Mehr Kohlenstoffeinlagerung in Wiesen und Wäldern des Meeres? Blue Carbon: Ein Lösungsansatz mit doppeltem Nutzen CONCLUSIO: Küstenökosysteme: Marine Kohlenstoffsenke mit unverzichtbaren Zusatzleistungen Kapitel 6 Künstlicher Auftrieb: Die Idee von der Begrünung des Ozeans Eine Anschubhilfe für die biologische Kohlenstoffpumpe CONCLUSIO: Künstlicher Auftrieb – Prädikat: „nur bedingt nützlich“ Kapitel 7 Gezielte Eingriffe in die Meereschemie Alkalinitätserhöhung: Verfahren in den Kinderschuhen CONCLUSIO: Alkalinitätserhöhung – theoretisch verstanden, im Feld jedoch kaum getestet Kapitel 8 Kohlendioxid verpressen tief unter dem Meer Gasspeicherung in Sandsteinschichten und Basaltgestein CONCLUSIO: Kohlendioxidspeicherung unter dem Meer: Ein umstrittenes Verfahren im Aufwind Kapitel 9 Leitprinzipien und Regeln für einen Einsatz mariner CDR-Verfahren Wie regelt man eine verstärkte CO2-Aufnahme des Meeres? CONCLUSIO: Regulierung möglicher CDR-Einsätze: Gebraucht werden klare Strategien und Vorschriften Gesamt-Conclusio Abkürzungen Quellenverzeichnis Mitwirkende Index Partner und Danksagung Abbildungsverzeichnis Impressum .

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: Dissertation, Universität Potsdam, 2024 , Table of contents ABSTRACT ZUSAMMENFASSUNG ABBREVIATIONS AND NOMENCLATURE CHAPTER 1: INTRODUCTION 1.1 SCIENTIFIC BACKGROUND 1.1.1 ARCTIC GROUND 1.1.2 THE PHENOMENON OF PERMAFROST 1.1.3 ARCTIC NON - PERMAFROST AREAS 1.1.4 HYPOTHESIS 1.2 AIMS AND OBJECTIVES 1.3 METHODS 1.3.1 FIELD METHODS AND SAMPLING APPROACH 1.3.2 STUDY AREA SELECTION 1.3.3 LABORATORY METHODS 1.4 THESIS ORGANISATION CHAPTER 2: LARGE HERBIVORES ON PERMAFROST – A PILOT STUDY OF GRAZING IMPACTS ON PERMAFROST SOIL CARBON STORAGE IN NORTHEASTERN SIBERIA 2.1 ABSTRACT 2.2 I NTRODUCTION 2.3 STUDY AREA 2.4 METHODS 2.4.1 FIELD SAMPLING APPROACH 2.4.2 LABORATORY WORK 2.4.3 DATA ANALYSIS AND EXTERNAL DATA 2.5 RESULTS 2.5.1 VEGETATION ASSESSMENT 2.5.2 SEASONAL THAW DEPTH 2.5.3 CARBON PARAMETERS (TOC, TOC/TN RATIOS , AND Δ13 C RATIOS ) 2.5.4 GRAIN SIZE DISTRIBUTION AND WATER CONTENT 2.5.5 STATISTICS AND CORRELATION ANALYSIS 2.6 DISCUSSION 2.6.1 EFFECTS OF GRAZING ON VEGETATION STRUCTURE AND PERMAFROST THAW 2.6.2 CARBON ACCUMULATION UNDER GRAZING IMPACT 2.6.3 METHODOLOGICAL LIMITATIONS OF THE PILOT STUDY 2.7 CONCLUSION 2.8 DATA AVAILABILITY STATEMENT 2.9 AUTHOR CONTRIBUTIONS 2.10 FUNDING 2.11 ACKNOWLEDGEMENTS 2.12 CONFLICT OF INTERESTS CHAPTER 3: IMPACTS OF REINDEER ON SOIL CARBON STORAGE IN THE SEASONALLY FROZEN GROUND OF NORTHERN FINLAND: A PILOT STUDY 3.1 ABSTRACT 3.2 I NTRODUCTION 3.3 STUDY AREA 3.4 METHODS 3.4.1 FIELD WORK 3.4.2 LABORATORY ANALYSIS 3.4.3 DATA ANALYSIS AND CALCULATIONS 3.5 RESULTS 3.5.1 CORE DESCRIPTIONS 3.5.2 VEGETATION 3.5.3 CARBON PARAMETERS 3.5.6 COMPARATIVE DATA ANALYSIS 3.6 DISCUSSION 3.6.1 REINDEER IMPACT ON SOIL CARBON STORAGE 3.6.2 REINDEER IMPACT ON VEGETATION 3.6.3 REINDEER IMPACT ON GROUND CHARACTERISTICS 3.6.4 SOC DENSITY AND STOCKS ACROSS THE KUTUHARJU STATION AREA 3.6.5 METHODOLOGICAL LIMITATIONS OF THE PILOT STUDY DESIGN 3.6.6 IMPLICATIONS OF THE PILOT STUDY FOR FUTURE RESEARCH 3.7 CONCLUSION 3.8 DATA AVAILABILITY 3.9 AUTHOR CONTRIBUTION 3.10 COMPETING INTERESTS 3.11 ACKNOWLEDGEMENTS 3.12 FUNDING TABLE 3-1 TABLE 3-2 TABLE 3-3 CHAPTER 4: LIPID BIOMARKER SCREENING TO TRACE RECENT LARGE HERBIVORE INFLUENCE ON SOIL CARBON IN PERMAFROST AND SEASONALLY FROZEN ARCTIC GROUND 4.1 ABSTRACT 4.2 I NTRODUCTION 4.3 STUDY AREA 4.4 METHODS 4.4.1 SAMPLING APPROACH 4.4.2 LABORATORY ANALYSIS 4.4.3 LIPID BIOMARKER INDICES 4.4.4 STATISTICS 4.5 RESULTS 4.5.1 TOC 4.5.2 C/N RATIO 4.5.3 STABLE CARBON ISOTOPE RATIO 4.5.4 ABSOLUTE N- ALKANE CONCENTRATION 4.5.5 AVERAGE CHAIN LENGTH 4.5.6 CARBON PREFERENCE INDEX 4.5.7 HIGHER - PLANT ALCOHOL INDEX 4.5.8 STATISTICAL RESULTS 4.6 DISCUSSION 4.6.1 EFFECTS OF GRAZING INTENSITY ON BIOMARKER SIGNALS 4.6.2 EFFECTS OF GROUND THERMAL REGIME ON SOIL OM DEGRADATION 4.6.3 I MPACT OF HERBIVORY ON PERMAFROST OM STORAGE 4.7 CONCLUSION 4.8 ACKNOWLEDGEMENTS 4.9 COMPETING INTERESTS 4.10 AUTHOR CONTRIBUTION 4.11 FUNDING 4.12 DATA AVAILABILITY CHAPTER 5: SYNTHESIS 5.1 ECOSYSTEM CHANGES UNDER THE IMPACT OF LARGE HERBIVORES 5.2 GRAZING EFFECTS ON SOIL ORGANIC MATTER DECOMPOSITION 5.3 F EASIBILITY OF UTILISING HERBIVORY IN THE ARCTIC 5.4 RESEARCH IMPLICATIONS FOR SUCCESSFUL PLANNING AND USE OF ARCTIC HERBIVORY REFERENCES 93 FINANCIAL AND TECHNICAL SUPPORT APPENDIX 1 APPENDIX I ORGANIC CARBON CHARACTERISTICS IN ICE - RICH PERMAFROST IN ALAS AND YEDOMA DEPOSITS , CENTRAL YAKUTIA, SIBERIA APPENDIX II WHAT ARE THE EFFECTS OF HERBIVORE DIVERSITY ON TUNDRA ECOSYSTEMS ? A SYSTEMATIC REVIEW (ABSTRACT) APPENDIX III SUPPLEMENTARY MATERIAL TO CHAPTER 2: LARGE HERBIVORES ON PERMAFROST – A PILOT STUDY OF GRAZING IMPACTS ON PERMAFROST SOIL CARBON STORAGE IN NORTHEASTERN SIBERIA APPENDIX IV SUPPLEMENTARY MATERIAL TO CHAPTER 3: IMPACTS OF REINDEER ON SOIL CARBON STORAGE IN THE SEASONALLY FROZEN GROUND OF NORTHERN FINLAND : A PILOT STUDY APPENDIX V SUPPLEMENTARY MATERIAL TO CHAPTER 4: A PILOT STUDY OF LIPID BIOMARKERS TO TRACE RECENT LARGE HERBIVORE INFLUENCE ON SOIL CARBON IN PERMAFROST AND SEASONALLY ROZEN ARCTIC GROUND APPENDIX VI SUPPLEMENTARY MATERIAL TO APPENDIX IV: ORGANIC CARBON CHARACTERISTICS IN ICE - RICH PERMAFROST IN ALAS AND YEDOMA DEPOSITS , CENTRAL YAKUTIA, SIBERIA ACKNOWLEDGEMENTS - DANKSAGUNG

Note: Contents Contributors Foreword Preface Acknowledgments 1. Background and Approach / Michael D. Delong, Martin C. Thoms, Timothy D. Jardine, and Arthur C. Benke INTRODUCTION BASIC APPROACH CHAPTER CONTENTS AND BACKGROUND REFERENCES 2. Atlantic Coast Rivers of the Northeastern United States / John K. Jackson, Sally A. Entrekin, Hamish S. Greig, and Allison H. Roy INTRODUCTION KENNEBEC RIVER MERRIMACK RIVER HOUSATONIC RIVER RARITAN RIVER MULLICA RIVER PATUXENT RIVER POTOMAC RIVER ACKNOWLEDGMENTS REFERENCES 3. Atlantic Coast Rivers of the Southeastern United States / Cecil A. Jennings, Elizabeth P. Anderson, Arthur C. Benke, Tom J. Kwak, Mark C. Scott, and Leonard A Smock INTRODUCTION YORK RIVER ROANOKE RIVER GREAT PEE DEE RIVER SANTEE RIVER EDISTO RIVER ALTAMAHA RIVER SATILLA RIVER ST. MARYS RIVER ACKNOWLEDGMENTS REFERENCES 4. Gulf Coast Rivers of the Southeastern United States / G. Milton Ward, Amelia K. Ward, and Phillip M. Harris INTRODUCTION PASCAGOULA RIVER TOMBIGBEE RIVER BLACK WARRIOR RIVER COOSA-TALLAPOOSA RIVERS CONECUH-ESCAMBIA RIVER CHOCTAWHATCHEE RIVER FLINT RIVER CALOOSAHATCHEE RIVER ACKNOWLEDGMENTS REFERENCES 5. Gulf Coast Rivers of the Southwestern United States / Jude A. Benavides, John Karges, Kevin B. Mayes, Hanadi S. Rifai, and Cyndi V. Castro INTRODUCTION PECOS RIVER DEVILS RIVER NUECES RIVER NUECES-RIO GRANDE BASIN SAN MARCOS RIVER TRINITY RIVER SAN JACINTO RIVER NECHES RIVER ACKNOWLEDGEMENTS REFERENCES 6. Rivers of the Lower Mississippi Basin / Clifford A. Ochs, Joseph Baustian, Audrey B. Harrison, Paul Hartfield, Carol Johnston, Catherine A. Justis, Daniel Larsen, Andrew Mickelson, Bryan P. Piazza, and Jonathan J. Spurgeon INTRODUCTION CURRENT RIVER CACHE RIVER HATCHIE RIVER WOLF RIVER OUACHITA RIVER SALINE RIVER BIG SUNFLOWER RIVER ATCHAFALAYA RIVER ACKNOWLEDGMENTS REFERENCES 7. Southern Plains Rivers / Caryn C. Vaughn, Keith B. Gido, Kevin R. Bestgen, Joshuah S. Perkin, and Steven P. Platania INTRODUCTION ARKANSAS RIVER HEADWATERS CANADIAN RIVER HEADWATERS CIMARRON RIVER NINNESCAH RIVER NEOSHO RIVER ILLINOIS RIVER WASHITA RIVER KIAMICHI RIVER ACKNOWLEDGMENTS REFERENCES 8. Upper Mississippi River Basin / Michael D. Delong, Gregory W. Whitledge, Charles H. Theiling, and James T. Lamer INTRODUCTION CHIPPEWA RIVER ROOT RIVER WAPSIPINICON RIVER DES MOINES-SKUNK RIVERS ROCK RIVER SANGAMON RIVER MERAMEC RIVER KASKASKIA RIVER ACKNOWLEDGMENTS REFERENCES 9. Ohio River Basin / David S. White and Susan P. Hendricks INTRODUCTION GREEN RIVER KENTUCKY RIVER GREAT MIAMI RIVER LICKING RIVER SCIOTO RIVER MUSKINGUM RIVER ALLEGHENY RIVER MONONGAHELA RIVER ACKNOWLEDGMENTS REFERENCES 10. Missouri River Basin / David L. Galat, Patrick J. Braaten, Christopher Guy, Christopher Hoagstrom, Travis Horton, David Moser, and Craig Paukert INTRODUCTION MADISON RIVER MILK RIVER CHEYENNE RIVER NIOBRARA RIVER BIG SIOUX RIVER KANSAS RIVER GRAND RIVER OSAGE RIVER ACKNOWLEDGMENTS REFERENCES 11. Colorado River Basin / Anya N. Metcalfe, Jeffrey D. Muehlbauer, Morgan A. Ford, and Theodore A. Kennedy INTRODUCTION GUNNISON RIVER SAN JUAN RIVER VIRGIN RIVER BILL WILLIAMS RIVER BLACK RIVER VERDE RIVER SALT RIVER ACKNOWLEDGMENTS REFERENCES 12. Pacific Coast Rivers of the Coterminous United States / Arthur C. Benke, Vincent H. Resh, Patina K. Mendez, Peter B. Moyle, and Stanley V. Gregory INTRODUCTION SKAGIT RIVER UMPQUA RIVER EEL RIVER RUSSIAN RIVER SANTA ANA RIVER SANTA MARGARITA RIVER ACKNOWLEDGMENTS REFERENCES 13. Columbia River Basin / Jack A. Stanford, Audrey Thompson, Eli Asher, Stanley V. Gregory, Gordon Reeves, Don Ratliff, Nick Bouwes, Christopher Frissell, and Richard N. Williams INTRODUCTION METHOW RIVER WENATCHEE RIVER COWLITZ RIVER SPOKANE RIVER DESCHUTES RIVER JOHN DAY RIVER GRANDE RONDE RIVER CLEARWATER RIVER OWYHEE RIVER ACKNOWLEDGMENTS REFERENCES 14. Great Basin Rivers / Dennis K. Shiozawa, Andrea L. Kokkonen, Peter C. Searle, and Samantha A. Tilden INTRODUCTION CARSON RIVER MARYS RIVER WEBER RIVER PROVO RIVER SPANISH FORK RIVER ACKNOWLEDGMENTS REFERENCES 15. Fraser River Basin / Eduardo G. Martins, Stephen J. Déry, and David A. Patterson INTRODUCTION WEST ROAD (BLACKWATER) RIVER QUESNEL RIVER CHILCOTIN RIVER LILLOOET-HARRISON RIVER ACKNOWLEDGMENTS REFERENCES 16. Pacific Coast Rivers of Canada and Alaska / Alexander M. Milner, Kristin Carpenter, Michael D. Delong, Jonathan Moore, Gordon Reeves, and Ciara Sharpe INTRODUCTION CHILKAT RIVER COPPER RIVER NASS RIVER NUSHAGAK RIVER TAKU RIVER ACKNOWLEDGMENTS REFERENCES 17. Yukon River Basin / Robert C. Bailey and Christopher R. Burn INTRODUCTION TESLIN RIVER PELLY RIVER WHITE RIVER STEWART RIVER PORCUPINE RIVER ACKNOWLEDGMENTS REFERENCES 18. Mackenzie River Basin / Joseph M. Culp, Eric A. Luiker, Robert B. Brua, Jordan L. Musetta-Lambert, Daryl B. Halliwell, and Jennifer Lento INTRODUCTION SMOKY RIVER STEEPBANK RIVER HAY RIVER SOUTH NAHANNI RIVER YELLOWKNIFE RIVER ARCTIC RED RIVER PEEL RIVER ACKNOWLEDGMENTS REFERENCES 19. Nelson and Churchill River Basins / lain Phillips, Timothy D. Jardine, Karl-Erich Lindenschmidt, Cherie Westbrook, and John Pomeroy INTRODUCTION SIBBALD CREEK BOW RIVER BEAVER RIVER OTTER TAIL RIVER QU’APPELLE RIVER DAUPHIN RIVER SMITH CREEK ACKNOWLEDGMENTS REFERENCES 20. Rivers of Arctic North America / Jennifer Lento, Sarah M. Laske, Eric A. Luiker, Joseph M. Culp, Leslie Jones, Christian E. Zimmerman, and Wendy A. Monk INTRODUCTION KOBUK RIVER COLVILLE RIVER THELON RIVER KAZAN RIVER KOROC RIVER NAKVAK BROOK THOMSEN RIVER RUGGLES RIVER ACKNOWLEDGMENTS REFERENCES 21. Atlantic Coast Rivers of Canada / Wendy A. Monk, Michelle A. Gray, James H. McCarthy, Kurt M. Samways, and R. Allen Curry INTRODUCTION CHURCHILL RIVER HUMBER RIVER MARGAREE RIVER BEDEQUE BAY COMPLEX FUNDY COMPLEX CASCAPEDIA RIVER ACKNOWLEDGMENTS REFERENCES 22. St. Lawrence River—Great Lakes Basin / Gary A. Lamberti, Andrew F. Casper, David M. Costello, and David J. Janetski INTRODUCTION AU SABLE RIVER BLACK RIVER CUYAHOGA RIVER MAUMEE RIVER MUSKEGON RIVER ONTONAGON RIVER RIVIERE RICHELIEU RIVIERE SAINT-MAURICE ACKNOWLEDGMENTS REFERENCES 23. Rivers of Mexico / Allison A. Pease, Krista A. Capps, Maria M. Castillo, Dean A. Hendrickson, Manuel Mendoza-Carranza, Rocio Rodiles-Hernandez, Colton Avila, and Topiltzin Contreras-MacBeath INTRODUCTION RIO FUERTE RIO SALADO RIO NAZAS-AGUANAVAL RIO TAMESI RIO BALSAS RIO DE LA SIERRA RIO LACANTUN RIO HONDO ACKNOWLEDGMENTS REFERENCES 24. Rivers of North America: Overview and Future Prospects / J. David Allan, Mary L. Khoury, Michael D. Delong, Timothy D. Jardine, and Arthur C. Benke THE VARIETY OF RIVERS RESTORATION AND RECOVERY OF NORTH AMERICA’S RIVERS CONCLUSION REFERENCES Appendix Glossary Index of Rivers

Note: Contents Part I Introduction The Arctic Region and Its Inhabitants / Anastasia Emelyanova A Holistic Approach to One Health in the Arctic / Arleigh Reynolds, Susan Kutz, Tessa Baker Seasonal Animal Migrations and the Arctic: Ecology, Diversity, and Spread of Infectious Agents / Øystein Varpe, Silke Bauer Part II Major Health Threats to Arctic Animals and People Climate Change in Northern Regions / Bob van Oort, Marianne Tronstad Lund, Anouk Brisebois Loss of Untouched Land / Roland Pape Arctic Ecosystems, Wildlife and Man: Threats from Persistent Organic Pollutants and Mercury / Christian Sonne, Robert James Letcher, Bjørn Munro Jenssen, Rune Dietz Oil Spills in the Arctic / Sadie K. Wright, Sarah Allan, Sarah M. Wilkin, Michael Ziccardi Nuclear Radiation / Birgitta Åhman Part III Arctic Zoonoses: Diseases Transmitted from Animals to Man Rabies in the Arctic / Karsten Hueffer, Morten Tryland, Svetlana Dresvyanikova Brucellosis in the Arctic and Northern Regions / Xavier Fernandez Aguilar, Ingebjørg H. Nymo, Kimberlee Beckmen, Svetlana Dresvyanikova, Irina Egorova, Susan Kutz Anthrax in the North / Karsten Hueffer, Svetlana Dresvyanikova, Irina Egorova Cystic and Alveolar Echinococcosis Caused by Echinococcus canadensis and E. multilocularis in the Arctic / Temitope U. Kolapo, Antti Oksanen, Rebecca Davidson, Emily J. Jenkins Toxoplasmosis in Northern Regions / Émilie Bouchard, Pikka Jokelainen, Rajnish Sharma, Heather Fenton, Emily J. Jenkins Trichinella spp. in the North / Rajnish Sharma, Edoardo Pozio, Émilie Bouchard, Emily J. Jenkins Cryptosporidiosis and Giardiosis in the Arctic: Increasing Threats in a Warmer World? / Lucy J. Robertson, John J. Debenham Erysipelas in Arctic and Northern Regions / Fabien Mavrot, O. Alejandro Aleuy, Taya Forde, Susan J. Kutz Tularemia in the Arctic / Cristina M. Hansen, Svetlana Dresvyannikova Orthohantaviruses in the Arctic: Present and Future / Frauke Ecke, Magnus Magnusson, Barbara A. Han, Magnus Evander Zoonotic Marine Helminths: Anisakid Nematodes and Diphyllobothriid Cestodes / Heather Fenton Parapoxvirus Infections in Northern Species and Populations / Morten Tryland Part IV Harvesting the Arctic: Potential Health Threats for Arctic People Hunting with Lead Ammunition: A One Health Perspective / Jon M. Arnemo, Boris Fuchs, Christian Sonne, Sigbjørn Stokke Traditional Conservation Methods and Food Habits in the Arctic / Raphaela Stimmelmayr, Gay Sheffield Part V Working with Arctic Communities Wildlife Health Surveillance in the Arctic / Sylvia L. Checkley, Matilde Tomaselli, Nigel Caulkett Dogs and People: Providing Veterinary Services to Remote Arctic Communities / Tessa Baker, Laurie Meythaler-Mullins, Arleigh Reynolds, Susan Kutz Semi-Domesticated Reindeer, Health, and Animal Welfare / Morten Tryland

Note: Dissertation, Universität Potsdam, 2022 , Table of Contents Summary Deutsche Zusammenfassung Table of Contents 1 Introduction 1.1 Larix forests in a changing climate 1.2 The genus Larix 1.3 Larix distribution in the world and their dominance in northern Asia 1.4 Methods to study past species dynamics 1.4.1 Modern genetic marker studies 1.4.2 Lake sediments as archives of the past 1.4.3 Pollen and macrofossils 1.4.4 Metabarcoding of sedimentary ancient DNA 1.4.5 Metagenomic shotgun sequencing 1.4.6 Target enrichment by hybridization capture 1.5 Thesis Objectives 1.6 Thesis outline & author contributions 2 Manuscript I 2.1 Abstract 2.2 Introduction 2.3 Material and methods 2.3.1 Bioclimatic limits 2.3.2 Pollen, macrofossil, and DNA datasets 2.3.3 Ice sheets 2.4 Results 2.4.1 Bioclimatic limits of Larix and its distribution on permafrost 2.4.2 Glacial occurrence patterns of Larix 2.5 Discussion 2.5.1 Are differences in species bioclimatic limits responsible for disparity in Larix distribution across continents? 2.5.2 Do high latitude glacial refugia guarantee larch dominance? 2.5.3 What role does postglacial migration play in larch dominance? 2.5.4 Fire as an additional factor 2.5.5 Outlook 2.6 Conclusion 2.7 Acknowledgements 2.8 Author contributions 2.9 References 3 Manuscript II 3.1 Abstract 3.2 Introduction 3.3 Methods 3.3.1 Sample material 3.3.2 Laboratory work 3.3.3 Data analysis 3.4 Results 3.4.1 Overview of the shotgun and hybridization capture data sets 3.4.2 Ancient DNA authenticity 3.4.3 Retrieval of the Larix chloroplast genome 3.5 Discussion 3.5.1 Taxonomic classification—conservative approach results in low numbers of assignment 3.5.2 Target enrichment success—Larix reads increased by orders of magnitude along with other taxonomic groups 3.5.3 Complete retrieval of ancient Larix chloroplast genomes 3.5.4 Larix sibirica variants present over time 3.5.5 Larch forest decline over the last 7000 years 3.6 Conclusion 3.7 Acknowledgments 3.8 Author contributions 3.9 References 4 Manuscript III 4.1 Abstract 4.2 Introduction 4.3 Results & Discussion 4.3.1 Chloroplast and repetitive DNA enrichment in the sedaDNA samples 4.3.2 A wider pre-glacial distribution of L. sibirica 4.3.3 Larix gmelinii formed northern LGM refugia across Siberia 4.3.4 Postglacial colonization history - differences among larch species 4.3.5 Environment likely plays a more important role than biogeography 4.4 Conclusion 4.5 Material & methods 4.5.1 Sample material 4.5.2 Sequence data analysis 4.6 Data availability 4.7 Acknowledgments 4.8 Author contributions 4.9 References 5 Discussion and synthesis 5.1 Hybridization capture is a well-suited method to study ancient species dynamics 5.1.1 Advantages and limitations of shotgun sequencing 5.1.2 Successful hybridization capture enrichment using chloroplast DNA 5.1.3 Challenges in single-copy target enrichment 5.1.4 Limitations and potentials to improve sedaDNA capture studies 5.2 Factors promoting Asian larch dominance 5.3 Drivers of Larix species distribution 5.3.1 Implications for larch forests under climate warming 5.4 Conclusion 5.5 Outlook 6 References 7 Appendix 7.1 Appendix to manuscript I 7.2 Appendix to manuscript II 7.3 Appendix to manuscript III 7.3.1 Material and Methods 7.3.2 Additional Results & Discussions 7.3.3 References Acknowledgements Eidesstattliche Erklärung

Note: Dissertation, Universität Potsdam, 2022 (kumulative Dissertation) , TABLE OF CONTENTS Abstract Zusammenfassung Allgemeinverständliche Zusammenfassung List of Figures List of Tables Funding Chapter 1 Introduction 1.1 Scientific Background 1.1.1 Arctic Climate Change 1.1.2 The Arctic Nearshore Zone 1.1.3 Ocean Color Remote Sensing 1.2 Objectives 1.3 Study Area 1.4 Methods 1.4.1 Field Sampling 1.4.2 Data Processing 1.4.3 Satellite Imagery Processing 1.5 Thesis Structure 1.6 Author Contributions Chapter 2 Long-Term High-Resolution Sediment and Sea Surface Temperature Spatial Patterns in Arctic Nearshore Waters retrived using 30-year Landsat Archive Imagery 2.1 Abstract 2.2 Introduction 2.3 Material and Methods 2.3.1 Regional Setting 2.3.2 Landsat Images Acquisition and Processing 2.3.3 Landsat Turbidity Retrieval 2.3.4 Transects in the nearshore zone 2.3.5 Wind Data 2.4 Results 2.4.1 Brightness Temperature 2.4.2 Surface Reflectance and Turbidity Mapping 2.4.3 Gradients in the nearshore zone 2.5 Discussion 2.6 Conclusion Appendix A Chapter 3 The Arctic Nearshore Turbidity Algorithm (ANTA) - A Multi Sensor Turbidity Algorithm for Arctic Nearshore Environments 3.1 Abstract 3.2 Introduction 3.3 Methods 3.3.1 Regional setting 3.3.2 In-situ sampling 3.3.3 Optical data processing 3.3.4 Algorithm tuning 3.3.5 Satellite imagery processing 3.4 Results and Discussion 3.4.1 Turbidity and SPM 3.4.2 ANTA performance 3.4.3 Comparison with the Dogliotti et al., (2015) algorithm 3.4.4 Test and transfer of the ANTA 3.5 Conclusion Chapter 4 Drivers of Turbidity and its Seasonal Variability in the Nearshore Zone of Herschel Island Qikiqtaruk (western Canadian Arctic) 4.1 Abstract 4.2 Introduction 4.3 Methods 4.3.1 Study Area 4.3.2 Satellite Imagery 4.3.3 In-situ data 4.3.4 Reanalysis data 4.4 Results and Discussion 4.4.1 Time Series Analysis 4.4.2 Drivers of turbidity 4.5 Conclusion Chapter 5 Synthesis 5.1 Applicability of Remote Sensing Algorithms in the Arctic Nearshore Zone 5.2 Drivers of Nearshore Turbidity 5.3 Spatial Variations of Nearshore Turbidity 5.4 Challenges and Outlook List of Acronyms Bibliography Danksagung

Note: Dissertation, Potsdam, Universität Potsdam, 2022 , Contents Abstract Zusammenfassung Contents Abbreviations Motivation 1 Introduction 1.1 Scientific background 1.2 Study region 1.3 Aims and objectives 2 Materials and methods 3.1 Section 4 - Strong shrub expansion in tundra-taiga, tree infilling in taiga and stable tundra in central Chukotka (north-eastern Siberia) between 2000 and 2017 3.2 Section 5 - Recent above-ground biomass changes in central Chukotka (NE Siberia) combining field-sampling and remote sensing 3.3 Section 6 - Future spatially explicit tree above-ground biomass trajectories revealed for a mountainous treeline ecotone using the individual-based model LAVESI 4 Strong shrub expansion in tundra-taiga, tree infilling in taiga and stable tundra in central Chukotka (north-eastern Siberia) between 2000 and 2017 Abstract 1 Introduction 2 Materials and methods 2.1 Field data collection and processing 2.2 Landsat data, pre-processing and spectral indices processing 2.3 Redundancy analysis (RDA) and classification approaches 3 Results 3.1 General characteristics of the vegetation field data 3.2 Relating field data to Landsat spectral indices in the RDA model 3.3 Land-cover classification 3.4 Land-cover change between 2000 and 2017 4 Discussion 4.1 Dataset limitations and optimisation 4.2 Vegetation changes from 2000/2001/2002 to 2016/2017 Conclusions Acknowledgements Data availability statement References Appendix A. Detailed description of Landsat acquisitions Appendix B. MODIS NDVI time series from 2000 to 2018 Appendix C. Landsat Indices values for each analysed vegetation site Appendix D. Fuzzy c-means classification for interpretation of uncertainties for land-cover mapping Appendix E. Validation of land-cover maps Appendix F. K-means classification results Appendix G. Heterogeneity of natural landscapes and mixed pixels of satellite data Appendix H. Distribution of land-cover classes and their changes by study area 5 Recent above-ground biomass changes in central Chukotka (NE Siberia) combining field-sampling and remote sensing Abstract 1 Introduction 2 Materials and methods 2.1 Study region and field surveys 2.2 Above-ground biomass upscaling and change derivation 3 Results 3.1 Vegetation composition and above-ground biomass 3.2 Upscaling above-ground biomass using GAM 3.3 Change of above-ground biomass between 2000 and 2017 in the four focus areas 4 Discussion 4.1 Recent state of above-ground biomass at the field sites 4.2 Recent state of above-ground biomass upscaled for central Chukotka 4.3 Change in above-ground biomass within the investigated 15–16 years in central Chukotka 5 Conclusions Data availability statement Author contributions Competing interests Acknowledgements References Appendix A. Sampling and above-ground biomass (AGB) calculation protocol for field data 6 Future spatially explicit tree above-ground biomass trajectories revealed for a mountainous treeline ecotone using the individual-based model LAVESI Abstract 1 Introduction 2 Materials and methods 2.1 Study region 2.2 LAVESI model setup, parameterisation, and validation 2.2.4 LAVESI simulation setup for this study 2.2.5 Validation of the model’s performance 3 Results 3.1 Dynamics and spatial distribution changes of tree above-ground-biomass 3.2 Spatial and temporal validation of the contemporary larch AGB 4 Discussion 4.1 Future dynamics of tree AGB at a plot level 4.2 What are the future dynamics of tree AGB at the landscape level? 5 Conclusions Data availability Acknowledgements References Appendix B. Permutation tests for tree presence versus topographical parameters Appendix C. Landsat-based, field, and simulated estimations of larch above-ground biomass (AGB). 7 Synthesis 7.1 What changes in vegetation composition have happened from 2000 to 2017 in central Chukotka? 7.2 How have the above-ground biomass (AGB) distribution and rates changed from 2000 to 2017 in central Chukotka? 7.3 What are the spatial dynamics and rates of tree AGB change in the upcoming centuries in the northern tundra-taiga from 2020 to 3000 CE on the plot level and landscape level? References Acknowledgements

Note: Inhaltsverzeichnis Vorwort Faszination Eis Teil I - Eine dünne Hülle Heute -42 °C in der Arktis Ein Regenwald am Südpol Mit dem Wind um die Welt In der Wüste Teil II - Das Ende des Eises Expeditionen zu den Eisschilden unserer Erde Unterwegs auf dem Meereis der Arktis Das unsichtbare Eis der Erde Teil III - Ein neuer Ozean Die Weltreise der Enten The Day After Tomorrow Nur ein paar Zentimeter? Das Meer wird sauer Teil IV - Belebte Pole Unter dem Meer Unterwegs auf dünnem Eis Das große Kuscheln Der Klang des Ozeans Generation Zukunft Dank Nachtrag Quellen Bildnachweis

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: Dissertation, Universität Potsdam, 2023 (publikationsbasierte Dissertation) , CONTENTS 1 Introduction 1.1 Introduction to climate reconstructions 1.1.1 Radiocarbon as a tracer of time 1.1.2 Environmental information stored in snow 1.2 Challenges of climate reconstructions 1.2.1 The particle flux 1.2.2 Modifications after the initial deposition 1.2.3 Sampling and measurement uncertainty 1.3 Objectives and overview of the thesis 1.4 Author contributions to the Manuscripts 2 Age-heterogeneity in marine sediments revealed by three-dimensional high-resolution radio-carbon measurements 2.1 Introduction 2.2 Methods 2.2.1 Study approach 2.2.2 Core setup and sampling 2.2.3 Estimation of the sediment accumulation rate 2.2.4 Estimation of the sediment mixing strength 2.2.5 Estimation of the net sediment displacement 2.2.6 Visual assessment of mixing 2.3 Results 2.3.1 Radiocarbon measurements 2.3.2 Sediment accumulation rate 2.3.3 Sediment mixing estimates 2.3.4 Spatial structure of sediment mixing 2.3.5 Components of age uncertainty 2.4 Discussion 2.4.1 Spatial scale of sediment heterogeneity 2.4.2 Potential implications for palaeo-reconstructions 2.4.3 Suggested 14C measurement strategy 2.5 Conclusions 2.6 Supplementary Material 2.6.1 Supplementary figures and tables 2.6.2 Supplementary table 3 Local-scale deposition of surface snow on the Greenland ice sheet 3.1 Introduction 3.2 Data and methods 3.2.1 Study site 3.2.2 SfM photogrammetry 3.2.3 Additional snow height and snowfall data 3.2.4 Estimation of surface roughness 3.3 Results 3.3.1 Relative snow heights from DEMs 3.3.2 Temporal snow height evolution 3.3.3 Day-to-day variations of snowfall 3.3.4 Changes in surface roughness 3.3.5 Implied internal structure of the snowpack 3.4 Discussion 3.4.1 Changes of surface structures 3.4.2 Implications for proxy data 3.4.3 Implications for snow accumulation 3.4.4 SfM as an efficient monitoring tool 3.5 Conclusions 3.6 Appendix 3.6.1 Additional information 3.6.2 Accuracy estimates and validation 3.6.3 Validation 3.6.4 Overall snow height evolution 3.6.5 Surface roughness 4 A snapshot on the buildup of the stable water isotopic signal in the upper snowpack at east-grip, Geenland ice sheet 4.1 Introduction 4.2 Methods and data 4.2.1 Study site 4.2.2 DEM generation 4.2.3 Isotope measurements 4.2.4 Simulation of the snowpack layering 4.2.5 Expected uncertainty 4.3 Results 4.3.1 Snow height evolution 4.3.2 Mean isotopic records 4.3.3 Combining isotopic data with snow height information 4.3.4 Observed vs. simulated composition 4.3.5 Changes in the isotope signal over time 4.4 Discussion 4.4.1 Evolution of the snow surface 4.4.2 Two-dimensional view of isotopes in snow 4.4.3 Buildup of the snowpack isotopic signal 4.5 Conclusion 5 General discussion and conclusions 5.1 Heterogeneity in sedimentary archives 5.1.1 Quantifying archive-internal heterogeneity 5.1.2 Relation between signal and heterogeneity 5.2 Methods to improve climate reconstructions 5.3 Implications for climate reconstructions 5.4 Concluding remarks Bibliography A the role of sublimation as a driver of climate signals in the water isotope content of surface snow: laboratory and field experimental results A.1 Introduction A.2 Methods A.2.1 Laboratory experimental methods A.2.2 Field experimental methods A.3 Results A.3.1 Laboratory experiments A.3.2 Field experiments A.4 Discussion A.5 Conclusions B Atmosphere-snow exchange explains surface snow isotope variability Acknowledgments Eidesstattliche Erklärung

Note: Table of Contents Abstract Zusammenfassung Samenvatting Acknowledgements List of Figures List of Tables List of Abbreviations 1 Introduction 1.1 Motivation 1.2 Aims and research questions 1.3 Scientific background 1.3.1 The Arctic in a changing climate 1.3.2 Northern Hemisphere permafrost region 1.3.3 Permafrost degradation 1.3.3.1 Thermokarst development 1.3.3.2 Retrogressive thaw slumps 1.3.4 Organic matter in permafrost deposits 1.4 Material and methods 1.4.1 Study sites 1.4.2 Main laboratory methods 1.5 Thesis structure 1.6 Overview of publications 1.6.1 Publication “n-Alkane Characteristics of Thawed Permafrost Deposits Below a Thermokarst Lake on Bykovsky Peninsula, Northeastern Siberia” 1.6.2 Publication “Greenhouse gas production and lipid biomarker distribution in Yedoma and Alas thermokarst lake sediments in Eastern Siberia” 1.6.3 Publication “Organic matter characteristics of a rapidly eroding permafrost cliff in NE Siberia (Lena Delta, Laptev Sea region)” 1.6.4 Publication “Molecular biomarkers in Batagay megaslump permafrost deposits reveal clear differences in organic matter preservation between glacial and interglacial periods” 1.6.5 Contributions to complementary research 2 Bykovsky Peninsula 2.1 Abstract 2.2 Introduction 2.3 Study area 2.4 Material and methods 2.4.1 Field work 2.4.2 Laboratory analyses 2.4.2.1 Biomarker analysis 2.4.2.2 Biomarker indices 2.5 Results 2.5.1 Bulk sediment 2.5.1.1 Long core PG2412 2.5.1.2 Short core PG2420 2.5.2 Hydrochemistry 2.5.3 n-Alkane distributions 2.6 Discussion 2.6.1 Depositional history at the study site 2.6.1.1 Unit I - Early Weichselian fluvial sedimentation 2.6.1.2 Unit II – Yedoma deposition in wetland landscapes dominated by low-centered polygons 2.6.1.3 Unit III/Unit A – Yedoma deposition under cold-dry conditions during the Late Weichselian 2.6.1.4 Unit IV/Unit B – Holocene thermokarst lake formation and lacustrine sedimentation 2.6.2 Organic matter degradation 2.7 Conclusion 2.8 Acknowledgements 3 Yukechi Alas 3.1 Abstract 3.2 Introduction 3.3 Methods and materials 3.3.1 Study area 3.3.2 Field work 3.3.3 Laboratory analyses 3.3.3.1 Organic carbon content 3.3.3.2 Lipid biomarkers 3.3.4 Incubations 3.3.5 Statistical analysis 3.4 Results 3.4.1 Organic matter characteristics 3.4.1.1 Alas lake sediment core YU-L7 3.4.1.2 Yedoma lake sediment core YU-L15 3.4.2 Greenhouse gas production 3.4.2.1 Alas lake sediment core YU-L7 3.4.2.2 Yedoma lake sediment core YU-L15 3.4.2.3 Carbon mineralization 3.4.3 Statistical correlation and regression 3.5 Discussion 3.5.1 Organic matter degradation potential 3.5.1.1 Organic carbon quantity 3.5.1.2 Organic matter preservation and talik formation 3.5.1.3 Presence of methanogenic communities 3.5.2 Greenhouse gas production 3.5.2.1 Carbon dioxide production 3.5.2.2 Methane production 3.5.3 GHG links with other parameters and outlook 3.6 Conclusion 3.7 Acknowledgements 4 Sobo-Sise cliff 4.1 Abstract 4.2 Introduction 4.3 Study area 4.4 Methods 4.4.1 Fieldwork 4.4.2 Sedimentological organic matter parameters 4.4.3 Lipid biomarkers 4.4.3.1 Extraction and fraction separation 4.4.3.2 GC-MS measurements and compound quantification 4.4.4 Biomarker indices 4.4.4.1 Average Chain Length 4.4.4.2 Carbon Preference Index 4.4.4.3 Higher Plant Fatty Acids 4.4.5 Data analysis 4.5 Results 4.5.1 Sedimentological organic matter parameters 4.5.2 Biomarkers 4.5.2.1 n-Alkanes 4.5.2.2 Fatty acids 4.5.3 Clustering 4.6 Discussion 4.6.1 Terrestrial depositional environment 4.6.1.1 Organic matter source 4.6.1.2 Organic matter quality 4.6.2 Implications and outlook 4.7 Conclusion 4.8 Acknowledgements 5 Batagay thaw slump 5.1 Abstract 5.2 Introduction 5.3 Study site 5.4 Methods 5.4.1 Sample collection 5.4.2 Laboratory analyses 5.5 Results 5.5.1 Detected biomolecules 5.5.2 Lower Ice Complex 5.5.3 Lower Sand Unit 5.5.4 Woody Layer 5.5.5 Upper Ice Complex - Yedoma 5.5.6 Holocene Cover 5.6 Discussion 5.6.1 Biogeochemical legacy of glacial periods 5.6.2 Biogeochemical legacy of interglacial periods 5.6.3 Modern organic matter mobilization in the Batagay megaslump 5.7 Conclusion 5.8 Acknowledgements 6 Synthesis 6.1 Lipid biomarkers to characterize permafrost organic matter 6.1.1 Organic matter source 6.1.2 Organic matter quality 6.2 Mobilization of organic matter in thawing permafrost 6.2.1 Methane production vs. emission 6.2.2 Using the data in models 6.2.3 Transport of OM into aquatic systems 6.3 Recommendations for future research References Appendix A Supporting information for Chapter 2 Appendix B Supporting information for Chapter 3 Appendix C Supporting information for Chapter 4 Appendix D Supporting information for Chapter 5

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 Part I Arctic Climate and Greenland 1 Arctic Climate Change, Variability, and Extremes / John E. Walsh 2 Precipitation Characteristics and Changes / Hengchun Ye, Daqing Yang, Ali Behrangi, Svetlana L. Stuefer, Xicai Pan, Eva Mekis, Yonas Dibike, and John E. Walsh 3 Snow Cover - Observations, Processes, Changes, and Impacts on Northern Hydrology / Ross Brown, Philip Marsh, Stephen Déry, and Daqing Yang 4 Evaporation Processes and Changes Over the Northern Regions / Yinsheng Zhang, Ning Ma, Hotaek Park, John E. Walsh, and Ke Zhang 5 Greenland Ice Sheet and Arctic Mountain Glaciers / Sebastian H. Mernild, Glen E. Liston, and Daqing Yang Part II Hydrology and Biogeochemistry 6 Regional and Basin Streamflow Regimes and Changes: Climate Impact and Human Effect / Michael Rawlins, Daqing Yang, and Shaoqing Ge 7 Hydrologic Extremes in Arctic Rivers and Regions: Historical Variability and Future Perspectives / Rajesh R. Shrestha, Katrina E. Bennett, Daniel L. Peters, and Daqing Yang 8 Overview of Environmental Flows in Permafrost Regions / Daniel L, Peters, Donald J. Baird, Joseph Culp, Jennifer Lento, Wendy A. Monk, and Rajesh R. Shrestha 9 Yukon River Discharge Response to Seasonal Snow Cover Change / Daqing Yang, Yuanyuan Zhao, Richard Armstrong, Mary J. Brodzik, and David Robinson 10 Arctic River Water Temperatures and Thermal Regimes / Daqing Yang, Hoteak Park, Amber Peterson, and Baozhong Liu 11 Changing Biogeochemical Cycles of Organic Carbon, Nitrogen, Phosphorus, and Trace Elements in Arctic Rivers / Jonathan O'Donnell, Thomas Douglas, Amanda Barker, and Laodong Guo 12 Arctic Wetlands and Lakes-Dynamics and Linkages / Kathy L. Young, Laura Brown, and Yonas Dibike 13 River Ice Processes and Changes Across the Northern Regions / Daqing Yang, Hotaek Park, Terry Prowse, Alexander Shiklomanov, and Ellie McLeod Part III Permafrost and Frozen Ground 14 Permafrost Features and Talik Geometry in Hydrologic System / Kenji Yoshikawa and Douglas L. Kane 15 Ground Temperature and Active Layer Regimes and Changes / Lin Zhao, Cangwei Xie, Daqing Yang, and Tingjun Zhang 16 Permafrost Hydrology: Linkages and Feedbacks / Tetsuya Hiyama, Daqing Yang, and Douglas L. Kane 17 Permafrost Hydrogeology / Barret L. Kurylyk and Michelle A. Walvoord Part IV Ecosystem Change and Impact 18 Greenhouse Gases and Energy Fluxes at Permafrost Zone / Masahito Ueyama, Hiroki Iwata, Hideki Kobayashi, Eugénie Euskirchen, Lutz Merbold, Takeshi Ohta, Takashi Machimura, Donatella Zona, Walter C. Oechel, and Edward A. G. Schuur 19 Spring Phenology of the Boreal Ecosystems / Nicolas Delbart 20 Diagnosing Environmental Controls on Vegetation Greening and Browning Trends Over Alaska and Northwest Canada Using Complementary Satellite Observations / Youngwook Kim, John S. Kimball, Nicholas Parazoo, and Peter Kirchner 21 Boreal Forest and Forest Fires / Yongwon Kim, Hideki Kobayashi, Shin Nagai, Masahito Ueyama, Bang-Yong Lee, and Rikie Suzuki 22 Northern Ecohydrology of Interior Alaska Subarctic / Jessica M. Young-Robertson, W. Robert Bolton, and Ryan Toohey 23 Yukon River Discharge-NDVI Relationship / Weixin Xu and Daqing Yang Part V Cross-System Linkage and Integration 24 River Freshwater Flux to the Arctic Ocean / Alexander Shiklomanov, Stephen Déry, Mikhail Tretiakov, Daqing Yang, Dmitry Magritsky, Alex Georgiadi, and Wenqing Tang 25 River Heat Flux into the Arctic Ocean / Daqing Yang, Shaoqing Ge, Hotaek Park, and Richard L. Lammers 26 Cold Region Hydrologic Models and Applications / Hotaek Park, Yonas Dibike, Fengge Su, and John Xiaogang Shi 27 Regional Climate Modeling in the Northern Regions / Zhenhua Li, Yanping Li, Daqing Yang, and Rajesh R. Shrestha 28 High-Resolution Weather Research Forecasting (WRF) Modeling and Projection Over Western Canada, Including Mackenzie Watershed / Yanping Li and Zhenhua Li 29 Responses of Boreal Forest Ecosystems and Permafrost to Climate Change and Disturbances: A Modeling Perspective / Shuhua Yi and Fengming Yuan 30 Future Trajectory of Arctic System Evolution / Kazuyuki Saito, John E. Walsh, Arvid Bring, Ross Brown, Alexander Shiklomanov, and Daqing Yang Correction to: Arctic Hydrology, Permafrost and Ecosystems / Daqing Yang, and Douglas L. Kane

Note: Inhalt Vorwort Der Aufbau dieses Buches Rechts- oder Linkshänder? Übungsdateien und Hilfe 1 Von der Idee zum Bericht Entwurf von Modellen und deren Dokumentation Planungsmethode und Lösungsentwicklung Praxisbeispiel Aufbereiten der Daten und Aufbau der Lösung Verwaltung der Daten 2 Entdecken Sie die Möglichkeiten von PivotTables und PivotCharts Lassen sich alle Daten mit PivotTables auswerten? Die verschiedenen Wege zu einer PivotTable Diese Prozessschritte führen Sie zu einem Pivot-Bericht Jetzt erstellen Sie eine PivotTable So verschieben Sie im Layoutbereich die Felder blitzschnell Darstellung der PivotTable ändern Gruppierung von Elementen in einer PivotTable Wie Datentypen die Gruppierung beeinflussen Eine Gruppierung aufheben Feldbeschriftungen in PivotTables und PivotCharts So erweitern Sie die PivotTable und verändern die Feldanordnung Mehrere Felder im Wertebereich Mit dem Berichtsfilter Daten selektiv anzeigen Alle Daten wieder anzeigen Die Wirkung der Layoutaktualisierung Felder verschieben, hinzufügen oder entfernen Feld aus dem Layoutabschnitt entfernen Feldbezeichnungen ändern Nutzen der PivotTable-Felderansicht Was beim Verschieben von Feldern in den vier Berichtsbereichen passiert Arbeitserleichterung durch eine geeignete Datensortierung Berechnungstypen in PivotTables Schnellformatierung von PivotTables PivotCharts: sich schon vorher ein Bild machen Aus einer PivotTable ein PivotChart erstellen Diagramm beschriften Das Layout für Berichte gestalten Berichtslayout in den PivotTable-Optionen anpassen Tabellenoptionen erleichtern die Arbeit mit PivotTables Anzeigen von Teilergebnissen und Gesamtergebnissen Sortieren in PivotTables Elemente mit der Maus verschieben Benutzerdefinierte Sortierreihenfolge erstellen und anwenden So sortieren Sie eine PivotTable nach Teilergebnissen Suchen und Filtern in den PivotTables Datenreduzierung auf oberster Ebene Komplexe Filter über das Eingabefeld »Suchen« steuern Die aktuelle Markierung als weitere Filtermöglichkeit verwenden Felder vor dem Hinzufügen filtern In einem Feld mehrere Filter aktivieren Neue Elemente automatisch anzeigen Vergleichsfilter im Umgang mit Datumswerten Filter löschen und alle Daten wieder anzeigen Genial: einfaches Filtern mit Datenschnitt und Zeitachse Einen Datenschnitt an Ihre Bedingungen anpassen Datenschnitte anzeigen oder ausblenden Größe und Eigenschaften von Datenschnitten Datenschnitt mit mehreren PivotTables verbinden Aktives Filtern mit der Zeitachse 3 Vertiefter Umgang mit PivotTable Gruppierung des Datums ändern Die Ansicht expandieren Eine Pivot-Tabelle kopieren Benutzerdefinierte Berechnungen für PivotTable-Wertefelder einsetzen Löschen eines PivotTable-Berichts oder PivotChart-Berichts Berechnungstypen im praktischen Einsatz % des Gesamtergebnisses berechnen % des Spaltenergebnisses % des Zeilenergebnisses % von % des übergeordneten Zeilenergebnisses % des übergeordneten Spaltenergebnisses % des übergeordneten Ergebnisses Differenz von % Differenz von Praxisbeispiel: Differenz zu einem vorherigen Basiselement in einem abweichenden Geschäftsjahr Laufende Summe von Rangfolge nach Größe (aufsteigend/absteigend) Index Praxisbeispiel: % Differenz und Fehlerbehandlung In PivotTable Fehlerdarstellungen bearbeiten Weitere Berechnungsmöglichkeiten in PivotTables So erstellen Sie ein berechnetes Feld in einer PivotTable So erstellen Sie ein berechnetes Element in einer PivotTable Lösungsreihenfolge für berechnete Elemente ändern Eine Liste der verwendeten Formeln erstellen So verwenden Sie die Funktion PIVOTDATENZUORDNEN () Zugriff auf Pivot-Daten Fehlermeldung der Funktion 4 In der Praxis: Logistikdienste mit PivotTables organisieren Überlegte Vorbereitung erleichtert das Arbeiten: als Datenbasis eine strukturierte Tabelle verwenden Die PivotTable erstellen Die PivotTable informativer machen Daten als Information flexibel anzeigen Die Anordnung macht’s: die Felder im informativsten Layoutbereich anzeigen Die Anzahl bestimmt die benötigte Kapazität In welches Hotel geht der Transfer des Teilnehmers? Den Check-in im Hotel planen Elegante Dynamik: mit Datenschnitten die Informationen komfortabel filtern Datenschnitte zum Filtern einbauen Die Steuerzentrale 5 Stundenabweichungsanalyse mit PivotTable Die Projektstruktur aufbauen Daten in PivotTable-Berichten auswerten Daten aus einem Vorsystem und der Planung übernehmen Daten aufbereiten, vervollständigen und pivotisieren Das Tabellenblatt WBS-Planung pivotisieren Importierte Daten pivotisieren und formatieren Dezimale Stundenangaben in Uhrzeitformat umwandeln Die Daten der Planung mit den Istdaten vergleichen und bewerten Zwei PivotTable-Berichte konsolidieren Zeitdifferenz berechnen Abweichungen hervorheben: weitere Formatierungen vornehmen Ein Projekt nach erweiterten Gesichtspunkten auswerten 6 Mit PivotTable einen Kostenträger überwachen und auswerten Ein Projekt nach erweiterten Gesichtspunkten aus werten Kostenstellenanalyse der Kostenträger 100112 und 1414 Nur die betroffenen Kostenträger anzeigen Kompaktansicht im Kostenträger: Details im Work Package ausblenden Mitarbeiter, die die angezeigte Leistung erbracht haben Die Gesamtkosten für den Kostenträger 100112 mit PivotTables berechnen Mehr Aussagekraft durch Neuanordnung der Wertefelder Die Stundenverteilung differenzieren - monatsweise anzeigen Ermitteln Sie die zeitlichen Arbeitsleistungen der Mitarbeiter in einem Projekt Die betroffenen Kostenstellen auswerten 7 Personal- und Personalstrukturanalyse mit PivotTable-Berichten Prozess der Analyse Welche Felder in der Basistabelle verändert oder berechnet werden Eine »intelligente« Tabelle Strukturen im Stellenplan und in den Tätigkeitsfeldern entdecken Zeigen Sie, wie viele Tätigkeitsfelder es im Unternehmen gibt Zeigen Sie die fünf Tätigkeitsfelder mit den meisten Mitarbeitern Neue Reihenfolge festlegen Prozentuale Darstellung wählen Prozentwerte und absolute Werte gleichzeitig darstellen Datenschnitte: mehr als nur einfache Filter Den Datenschnitt für die Vorselektion aufbauen Die Datenschnitte perfekt auf die Arbeitsumgebung einstellen Einstellungen für den Datenschnitt vornehmen Strukturanalyse zur Altersverteilung und Betriebszugehörigkeit Gruppen für Zeiträume bilden Aufbau des PivotTable-Berichts Betriebszugehörigkeit Betriebszugehörigkeit gruppieren Den Namen einer Feldschaltfläche anpassen Gruppen für Altersklassen bilden Die Anzahl der Mitarbeiter je Altersgruppe in den Tätigkeitsfeldern ermitteln Zeigen Sie in einer Grafik die Mitarbeiterverteilung in den Altersgruppen Das Layout des Diagramms verändern Zeigen Sie die grafische Verteilung der Betriebszugehörigkeit Die Betriebszugehörigkeit als Grafik Besondere Strukturen mit der PivotTable aufzeigen Zeigen Sie die Struktur der Betriebszugehörigkeit für das Tätigkeitsfeld Produktberater/-in an PivotTable-Bericht mit Minimum, Maximum und Durchschnittseinkommen je Altersgruppe Die Anzahl der Mitarbeiter einfügen, die die Berechnungsgrundlage bildet Mitarbeiter, die mehr als 120 Stunden monatlich tätig sind Auswertung auf ausgewählte Tätigkeitsfelder begrenzen 8 Wie Sie mit PivotTables Umsätze und Kosten berechnen und analysieren Aktion und Analyse Aufbau der PivotTable zur Kostenanalyse PivotTable in die Tabellenansicht und in ein neues Pivot-Format überführen Basisjahr 2019: Differenz der Kosten berechnen Basiswert des Jahres 2019 in die Ansicht des Berichts integrieren Die PivotTable informativer machen Prozentanteil des Deckungsbeitrages ermitteln Prozentanteil der Kosten am Umsatz 9 Mit PivotTable aggregieren: mit PIVOTDATENZUORDNENO Daten extrahieren Die Arbeitsweise der Funktion Syntax der Funktion Vorbereitung der Arbeitsumgebung Aufbau des Dashboards Die Auswahllisten erstellen Einrichten der Datenüberprüfung zur Auswahl der Steuergrößen Überprüfung der Auswahl und Folgeeinträge in den Steuertabellen Die Argumente der Funktion PIVOTDATENZUORDNEN() Die Funktion PIVOTDATENZUORDNENO entwickeln und dyna

Note: Inhaltsverzeichnis Intro Verzeichnis der Tafeln Abkürzungsverzeichnis Zentrale Ergebnisse A | 30 Jahre Aufarbeitung, Erforschung und Dokumentation der Naturwissenschaften in SBZ, DDR und Ostdeutschland 1. Die Strukturen der Naturwissenschaften in der DDR 1.1. Institutionenlandschaft 1.1.1. Öffentliche Hochschulen 1.1.2. Akademien 1.1.3. Industrieforschung 1.1.4. Weitere Einrichtungen 1.1.5. Die Landschaft im Überblick 1.2. Ausstattungen 1.2.1. Personal 1.2.2. Hochschulbau 1.2.3. Hochschulmedizin 1.2.4. Hochschul- und Akademieforschung vs. Industrieforschung 2. Naturwissenschaften und Politik in der DDR 2.1. 40er und 50er Jahre 2.2. 60er Jahre 2.3. 70er Jahre 2.4. 80er Jahre 3. Das Umbruchsjahr 1989/90 und die Umbauprozesse in den 90er Jahren 3.1. Das 41. Jahr der DDR 3.1.1. Der Aufbruch und die Wissenschaft 3.1.2. Beispiel Medizinische Fakultäten 3.2. Strukturen - Personalstrukturen - Personal 3.2.1. Integritätsprüfungen 3.2.2. Fachliche Überprüfungen 3.2.3. Strukturumbauten 3.2.4. Der strukturgebundene Personalumbau 3.2.5. Kulturelle Dimension 4. Forschung, Dokumentation und Erinnerung seit 1990 4.1. Bearbeitungsanlässe und begünstigende Umstände 4.2. Drei Zugänge 4.2.1. Fächer und Forschungsfelder 4.2.2. Personen 4.2.3. Institutionelle Erinnerungspolitik 4.3. Strategien der Geschichtspolitik: sechs Beispiele naturwissenschaftlich geprägter Hochschulen 4.3.1. TU Dresden: Das Selbstbewusstsein der Ingenieure 4.3.2. BTU Cottbus-Senftenberg: Bauliche Zeitzeugenpflege in einem geschichtslosen Umfeld 4.3.3. TU Bergakademie Freiberg: Wissenschaftliche Aufarbeitung bei zurückhaltender Ergebniskommunikation 4.3.4. Hochschule Mittweida: "Eine Marketingstrategie aus unserem Archiv aufgebaut" 4.3.5. Ernst-Abbe-Hochschule Jena: Stunde Null 4.3.6. Hochschule Wismar: Tradition in Anekdoten 4.4. Querschnittsthemen im Spiegel der Literatur seit 1990 4.4.1. Widerständigkeit und Opposition 4.4.2. Studium 4.4.3. Kommunikationsstrukturen 4.4.4. Thematische Überraschungen 4.4.5. Skandalisierungen nach 1990 4.4.6. Komparative Darstellungen 4.4.7. Belletristik vor und nach 1990 4.5. Prägende inhaltliche Differenzen in der Literaturlandschaft 5. Resümee 5.1. (Natur-)Wissenschaft und Politik in der DDR 5.2. (Natur-)Wissenschaft und Politik nach der DDR 5.3. 1.900 Bücher in drei Jahrzehnten 5.4. Mehr tun? Das zeitgeschichtliche Instrumentarium für Fakultäten, Institute, Kliniken und Fachgesellschaften Literaturnachweise zu Teil A B | Bibliografische Dokumentation 0. Zum Aufbau der Bibliografie B-I. SBZ und DDR: 1945-1989 1. Fächerübergreifendes 1.1. Übersichten und Statistisches 1.2. Einzelthemen übergreifende Darstellungen 1.3. Spezielle fächerübergreifende Themen und Forschungsfelder 1.3.1. Naturwissenschaftliche Reparationsleistungen in der Sowjetunion 1.3.2. Wissenschafts- und Technologiespionage 1.3.3. Das MfS in den DDR-Naturwissenschaften 1.3.4. Geschichtsschreibung zu Naturwissenschaften, Medizin und Technik 1.3.5. Wissenschaftsforschung (Science of Science) 1.3.6. Die wissenschaftliche Kommunikation und ihre Infrastrukturen 1.3.7. Pädagogik und Didaktik der Mathematik, Natur- und Ingenieurwissenschaften 1.4. Akademien, fächerübergreifend 1.4.1. Akademie der Wissenschaften der DDR 1.4.2. Deutsche Akademie der Naturforscher Leopoldina 1.4.3. Sächsische Akademie der Wissenschaften 1.5. Fächerübergreifendes zu einzelnen Standorten 2. Mathematik 3. Kybernetik 4. Informatik, Rechentechnik, Mikroelektronik 5. Physik, Astronomie 6. Chemie 7. Geowissenschaften, Meteorologie 8. Agrar- und Umweltwissenschaften 8.1. Allgemeines 8.2. Akademie der Landwirtschaftswissenschaften und ihre Institute 8.3. Akademie der Wissenschaften 8.4. Agrarwissenschaften an Hochschulen 9. Veterinärmedizin, Tierseuchenforschung 10. Biowissenschaften 10.1. Allgemeines 10.2. Zoologie 10.3. Botanik 10.4. Biochemie, Mikrobiologie, Genetik 11. Sportwissenschaft 12. Psychologie 12.1. Allgemeines 12.2. Hochschulen 12.3. Subdisziplinen und spezielle Themen 13. Akademische Medizin 13.1. Einzelfächer Übergreifendes 13.1.1. Allgemeines 13.1.2. Medizinstudium und -studierende 13.1.3. Standorte 13.2. Fächer 13.2.1. Anatomie 13.2.2. Pathologie, Gerichtliche Medizin 13.2.3. Innere Medizin 13.2.4. Chirurgie 13.2.5. Urologie 13.2.6. Radiologie und Strahlentherapie 13.2.7. Kinder- und Jugendmedizin 13.2.8. Frauenheilkunde und Geburtshilfe 13.2.9. Dermatologie und Venerologie 13.2.10. Pharmazie, Pharmakologie, Toxikologie 13.2.11. Sportmedizin und Dopingforschung 13.2.12. Neurowissenschaften, Psychiatrie, klinische Psychologie 13.2.13. Arbeitsmedizin, Sozialhygiene, Sozialmedizin 13.2.14. Militärmedizin 13.2.15. Zahnmedizin, Kieferorthopädie und -chirurgie 13.2.16. Krankenpflege, Pflege- und Medizinpädagogik 13.2.17. Medizinethik 13.2.18. Sonstige Fächer 14. Ingenieurwissenschaften 14.1. Einzelfächer Übergreifendes 14.1.1. Allgemeines 14.1.2. Standorte 14.1.3. Wissenschaftlicher Gerätebau 14.1.4. Offiziershochschulen 14.2. Maschinenbau 14.3. Elektrotechnik, Elektronik 14.4. Verfahrenstechnik 14.5. Bauingenieurwesen, Architektur, Stadt- und Raumplanungsforschung 14.6. Weitere Fächer und Forschungsfelder 14.7. Ein Sonderfall: Karl Hans Janke B-II. Das Transformationsjahrzehnt: 1990-2000 15. Fächergruppenübergreifendes 16. Naturwissenschaften 16.1. Regional Übergreifendes 16.2. Wissenschaftsratsempfehlungen 16.3. Berlin 16.4. Brandenburg 16.5. Mecklenburg-Vorpommern 16.6. Sachsen 16.7. Sachsen-Anhalt 16.8. Thüringen 17. Akademische Medizin 17.1. Allgemeines 17.2. Wissenschaftsratsempfehlungen 17.3. Einzelne Standorte 18. Ingenieurwissenschaften, Entwicklung des Innovationssystems, Industrieforschung 18.1. Länderübergreifendes 18.2. Berlin 18.3. Brandenburg 18.4. Mecklenburg-Vorpommern 18.5. Sachsen 18.6. Sachsen-Anhalt 18.7. Thüringen Personenregister Autor.

Note: Dissertation, Universität Potsdam, 2021 , CONTENTS 1 INTRODUCTION 1.1 Motivation: Aerosol and cloud relevance to Arctic amplification 1.2 Theoretical background 1.2.1 Atmospheric aerosol 1.2.2 Aerosol in the Arctic 1.2.3 Cirrus clouds 1.3 Research questions 2 METHODS 2.1 lidar remote sensing techniqu 2.1.1 Elastic and Raman lidar equations 2.1.2 lidar signal corrections 2.1.3 Derivation of particle optical properties and related uncertainties 2.2 Lidar systems 2.2.1 Ground-based system KARL 2.2.2 Air-borne system AMALi 2.2.3 Space-borne system CALIOP 2.3 Ancillary instrumentation 2.3.1 Radiosondes 2.3.2 Sun-photometers 2.3.3 Radiation sensors 2.4 Modeling tools 2.4.1 Air mass backward trajectories 2.4.2 Aerosol microphysics retrieval algorithm 2.4.3 Radiative transfer model SCIATRAN 2.4.4 Multiple-scattering correction model 2.4.5 Simplified cloud radiative effect model 3 ARCTIC AEROSOL PROPERTIES AND RADIATIVE EFFECT (CASE STUDIES) 3.1 Aerosol in the upper troposphere (Spring) 3.1.1 Overview of aerosol observations and air mass origin 3.1.2 Modification of aerosol optical and microphysical properties 3.1.3 Aerosol radiative effect (ARE) 3.2 Sensitivities of the spring-time Arctic ARE 3.2.1 Sensitivity on aerosol related parameters 3.2.2 Sensitivity on ambient conditions 3.3 Aerosol in the lower troposphere (Winter) 3.3.1 Overview of remote sensing and in-situ measurements 3.3.2 Aerosol properties from the remote sensing perspective: KARL and CALIOP 3.3.3 Aerosol microphysical properties from in-situ and remote sensing perspectives 3.4 Discussion and Conclusions 4 DEVELOPMENT OF A CIRRUS CLOUD RETRIEVAL SCHEME 4.1 Fine-scale cirrus cloud detection 4.1.1 Selection of cirrus clouds 4.1.2 Wavelet Covariance Transform method 4.1.3 Revised detection method: Dynamic Wavelet Covariance Transform 4.2 Comparison of dynamic and static cirrus detection 4.3 Cirrus cloud optical retrievals 4.3.1 Existing cirrus optical retrievals: double-ended Klett and Raman 4.3.2 Temporal averaging within stationary periods 4.3.3 Revised optical retrieval: constrained Klett method 4.4 Comparison to established optical retrievals 4.5 How uncertainties in cirrus detection affect the optical retrievals? 4.6 Discussion 4.6.1 Limitations of cirrus retrieval schemes 4.6.2 Strengths of the revised retrieval scheme 4.7 Conclusions 5 LONG-TERM ANALYSIS OF ARCTIC CIRRUS CLOUD PROPERTIES 5.1 Overview of cirrus occurrence and meteorological conditions over Ny-Ålesund 5.2 Quality assurance of optical properties 5.2.1 Specular reflection effect 5.2.2 Investigation of extreme cirrus lidar ratio values 5.2.3 Multiple-scattering correction 5.3 Overview of cirrus optical properties over Ny-Ålesund 5.4 Inter-relations of cirrus properties 5.5 Dependence on meteorological conditions 5.5.1 Cirrus clouds in the tropopause 5.6 CRE estimation at TOA: sensitivity analysis 5.7 Conclusions 6 CONCLUSIONS AND OUTLOOK A CIRRUS DETECTION SENSITIVITIES a.1 Wavelet Covariance Transform - dilation sensitivity a.2 Wavelet Covariance Transform - wavelength dependency B CIRRUS OPTICAL CHARACTERIZATION SENSITIVITIES b.1 Reference value accuracy and limitations b.2 Inherent uncertainties of constrained Klett C MULTIPLE-SCATTERING CORRECTION FOR CIRRUS CLOUDS D SEASONAL CIRRUS PROPERTIES: DESCRIPTIVE STATISTICS BIBLIOGRAPHY

Note: Inhalt Vorwort Kapitel 1 Unsere Ozeane – Quelle des Lebens Kapitel Von der Bedeutung und der Endlichkeit der Meere Conclusio: Abschied von der Unendlichkeitsillusion Kapitel 2 Der Ozean im Klimawandel Die fatalen Folgen der Wärme Ein Angriff auf die Artenvielfalt Conclusio: Gradmesser Ozean Kapitel 3 Nahrung aus dem Meer Problemzone Fischerei Wachstumssektor Aquakultur Conclusio: Ein Nahrungslieferant am Limit Kapitel 4 Transporte über das Meer Die Schifffahrt am Scheideweg Conclusio: Eine Schlüsselbranche unter Druck Kapitel 5 Energie und Rohstoffe aus dem Meer Tiefseebergbau: Die Pläne nehmen Gestalt an Energiequelle Meer: Potenzial und Erwartungen Conclusio: Unsere Ozeane: voller Energie Kapitel 6 Die Verschmutzung der Meere Ein Problem gigantischen Ausmaßes Conclusio: Meere voller Müll und Schadstoffe Kapitel 7 Der Wettstreit um die genetische Vielfalt der Meere Wirkstoffe aus dem Meer Conclusio: Der Beginn einer goldenen Ära Kapitel 8 Anspruch und Wirklichkeit des Meeresmanagements Die Rechtsordnung der Ozeane Neue Ansätze des Meeresmanagement Der Ozean: Krisenschauplatz und Teil der Lösung Conclusio: Nachhaltiges Meeresmanagement – eine Herkulesaufgabe Gesamt-Conclusio Glossar Abkürzungen Quellenverzeichnis Mitwirkende Index Partner und Danksagung Abbildungsverzeichnis Impressum

Note: Dissertation, Universität Potsdam, 2021 , Table of Contents Acknowledgements Abstract Zusammenfassung List of figure List of tables List of abbreviation Chapter 1 1. Introduction 1.1 Research background 1.1.1 Response of mountain plant diversity to climate change 1.1.2 Response of Arctic vegetation composition and diversity to climate change 1.1.3 Understanding the critical mechanisms of community assembly are essential for sustaining ecosystem services 1.1.4 Pollen analysis as a traditional tool for representing palaeovegetation 1.1.5. Sedimentary ancient DNA (sedaDNA) is a useful tool for Quaternary ecology tracking 1.2 Study area 1.3 Aims and objectives 1.4 Structure of the thesis 1.4.1 Overview of the chapter 1.4.2 Author's contributions 1.4.3 Methods Chapter 2 2 Manuscript 1: Sedimentary ancient DNA reveals warming-induced alpine habitat loss threat to Tibetan Plateau plant diversity 2.1 Abstract 2.2 Introduction 2.3 Results and discussion 2.4 Methods 2.5 Acknowledgements · Chapter 3 3 Manuscript 2: Holocene vegetation and plant diversity changes in the north-eastern Siberian treeline region from pollen and sedimentary ancient DNA 3.1 Abstract 3.2 Introduction 3.3 Materials and methods 3.3.1 Study area 3.3.2 Lake sediment cores and subsampling 3.3.3 Dating 3.3.4 Pollen analysis 3.3.5 DNA extraction and amplification 3.3.6 Sequencing filtering and taxonomic assignment 3.3.7 Statistical analyses 3.4 Results 3.4.1 Chronology 3.4.2 SedaDNA and pollen assemblages 3.4.3 Gradient analysis and correlation analysis 3.5 Discussion 3 .5.1 Contributions of pollen and sedaDNA to vegetation reconstruction and taxon richness 3.5.2 Variation in Holocene vegetation composition in the Omoloy area, north-eastern Siberia 3.5.3 SedaDNA-based plant diversity changes within lake catchments of the Omoloy region 3.6 Conclusions 3.7 Acknowledgements Chapter 4 4 Manuscript 3: Vegetation reconstruction from Siberia and Tibetan Plateau using modern analogue technique - comparing sedimentary ancient DNA (sedaDNA) and pollen data 4.1 Abstract 4.2 Introduction 4.3 Materials and methods 4.3.1 Sites ofthe modern analogues 4.3.2 Sedimentary (ancient) DNA collection 4.3.3 Metabarcoding data processing and filtering 4.3.4 Pollen data collection 4.3.5 Numerical analysis 4.4 Results 4.4.1 Modern training-set, ROC curve analyses and AT results 4.4.2 Modern analogues for Lake Naleng and Omoloy lake II 4.4.3 Vegetation type reconstruction based on MAT 4.4.4 Projecting fossil samples in ordination space of modern assemblages 4.4.5 Comparing past and present intertaxa relationships 4.5 Discussion 4.5.1 Assessment of analogue quality using modem training-sets 4·5·2 Comparison of sed(a)DNA-based and pollen-based vegetation reconstruction for the Lake Naleng, Tibetan Plateau 4.5.3 Comparison of sedDNA based and pollen-based vegetation reconstruction for the Lake Omoloy, northern Siberia 4.6 Conclusions 4.7 Acknowledgements Chapter 5 5 Manuscript 4: Terrestrial-aquatic ecosystem links on the Tibetan Plateau inferred from sedaDNA shotgun sequencin 5.1 Abstract 5.2 Introduction 5.3 Results 5.4 Discussions 5.5 Methods 5.6 Acknowledgments Chapter 6 6 Synthesis 6.1 The ability of metabarcoding and metagenomic shotgun sequencing to reveal ecological community pattern 6.2 Driver of plant diversity change in high altitude and high latitudes 6.3 High-altitude and high-latitude vegetation type change 6.4 Past terrestrial and aquatic ecological change at ecosystem-scale 6.5 Conclusions and outlook Appendix 1 Appendix-1 Materials for Manuscript #1 1.1 Appendix discussion: Contamination in NTC6 2. Appendix-2 Materials for Manuscript #2 3. Appendix-3 Materials for Manuscript #3 4. Appendix-4 Materials for Manuscript #4 References Eidesstattliche Erklarung

Note: Dissertation, Universität Potsdam, 2021 , Contents List of abbreviations Acknowledgements Summary Zusammenfassung 1 Scientific background 1.1 Motivation 1.2 The arctic-boreal ecotone in time and space 1.2.1 Terrestrial plants composition and biodiversity 1.2.2. Lake macrophytes and diatoms 1.3 Sedimentary DNA metabarcoding as an ecologicalproxy 1.4 Study area 1.5 Objectives of the thesis 1.6 Methods 1.7 Thesis organizations 1.7.1 Manuscripts and chapters 1.7.2 Non-finalized research 1.7.2 Author contributions 2 Manuscript I: Genetic and morphological diatom composition in surface sediments from glacial and thermokarst lakes in the Siberian Arctic 2.1 Abstract 2.2 Introduction 2.3 Materials and methods 2.3.1 Sampling and collection of environmental data 2.3.2 Diatom genetic assessment 2.3.3 Raw sequence processing and taxonomic assignment 2.3.4 Morphological diatom identification 2.3.5 Statistical analyses 2.4 Results 2.4.1 Genetic-based diatom composition, diversityand diatom-environment relationship 2.4.2 Morphological-based diatom composition, diversity and diatom-environment relationship 2.4.3 Comparison of spatial diatom patterns obtained from the genetic and morphological approaches 2.5 Discussion 2.5.1 Genetic and morphological diatom composition and diversity 2.5.2 Diatom composition is affected by lake type and lake water parameters 2.6 Conclusions 2.7 Acknowledgments 3 Manuscript II: Plant sedimentary ancient DNA from Far East Russia covering the last 28 ka reveals different assembly rules in cold and warm climates 3.1 Abstract 3.2 Introduction 3.3 Methods 3.3.1 Study area 3.3.2 Sampling and dating 3.3.3 Genetic laboratory works 3.3.4 Processing the sequence data 3.3.5 Statistical analyses 3.4 Results 3.4.1 Overview of the sequencing data and taxonomic composition 3.4.2 Taxonomic alpha and beta diversity 3.4.3 Phylogenetic alpha and beta diversity 3.4.4 Relationship between taxonomic composition and phylogenetic diversity 3.5 Discussion 3.5.1 Vegetation history revealed by sedaDNA 3.5.2 Patterns oftaxonomic alpha diversity and their relationship to community composition 3.5.3 Relationship between richness and phylogenetic alpha and beta diversity 4 Manuscript III: Sedimentary DNA identifies modem and past macrophyte diversity and its environmental drivers in high latitude and altitude lakes in Siberia and China 4.1 Abstract 4.2 Introduction 4.3 Materialsand Methods 4.3.1 Field sampling of surface and core samples 4.3.2 Environmental data 4.3.3 Molecular genetic laboratory work 4.3.4 Bioinformatic analyses 4.3.5 Statistical analyses 4.4 Results 4.4.1 Macrophyte diversity in surface sediments inferred from sedDNA 4.4.2 Relationship of modem macrophyte richness and environmental variables 4.4.3 The relationship between modem macrophyte community and environmental variables 4.4.4 Past macrophyte richness and composition inferred from sedaDNA 4.4.5 Past macrophyte compositional changes and its environmental drivers 4.5 Discussion 4.5.1 Retrieval of aquatic plant diversity using the tmL P6 loop plant DNA metabarcode 4.5.2 Modem macrophyte diversity and its relation to environmental factors 4.5.3 Temporal macrophyte diversity as an indicator for past environmental change 4.6 Conclusion 5 Synopsis 5.1 Potential and limitations of sedimentary DNA in the applied study 5.1.1 Sedimentary DNA is a powerful proxy 5.1.2 Limitations in sedimentary DNA 5.2 Spatial patterns of vegetation, macrophytes and diatoms 5.2.1 Composition and diversity of vegetation 5.2.2 Composition and diversity of macrophytes 5.2.3 Composition and diversity of diatoms 5.3 Temporal patterns of vegetation, macrophytes and diatoms 5.3.1 Composition and diversity of vegetation 5.3.2 Composition and diversity of macrophytes 5.3.3 Composition and diversity of diatoms 5.4 Outlooks and conclusions Appendices Appendix 1 for Manuscript I Appendix 2 for Manuscript II Appendix 3 for Manuscript III References

Note: Contents -- Foreword -- Acknowledgments -- Introduction -- Part I Overview of Satellite Datasets -- Chapter 1 A Tour of Current Satellite Missions and Products -- 1.1 History of Computational Scientific Visualization -- 1.2 Brief Catalog of Current Satellite Products -- 1.2.1 Meteorological and Atmospheric Science -- 1.2.2 Hydrology -- 1.2.3 Oceanography and Biogeosciences -- 1.2.4 Cryosphere -- 1.3 The Flow of Data from Satellites to Computer -- 1.4 Learning Using Real Data and Case Studies -- 1.5 Summary -- References -- Chapter 2 Overview of Python -- 2.1 Why Python? -- 2.2 Useful Packages for Remote Sensing Visualization -- 2.2.1 NumPy -- 2.2.2 Pandas -- 2.2.3 Matplotlib -- 2.2.4 netCDF4 and h5py -- 2.2.5 Cartopy -- 2.3 Maturing Packages -- 2.3.1 xarray -- 2.3.2 Dask -- 2.3.3 Iris -- 2.3.4 MetPy -- 2.3.5 cfgrib and eccodes -- 2.4 Summary -- References -- Chapter 3 A Deep Dive into Scientific Data Sets -- 3.1 Storage -- 3.1.1 Single Values -- 3.1.2 Arrays -- 3.2 Data Formats -- 3.2.1 Binary -- 3.2.2 Text -- 3.2.3 Self-Describing Data Formats -- 3.2.4 Table-Driven Formats -- 3.2.5 geoTIFF -- 3.3 Data Usage -- 3.3.1 Processing Levels -- 3.3.2 Product Maturity -- 3.3.3 Quality Control -- 3.3.4 Data Latency -- 3.3.5 Reprocessing -- 3.4 Summary -- References -- Part II Practical Python Tutorials for Remote Sensing -- Chapter 4 Practical Python Syntax -- 4.1 "Hello Earth" in Python -- 4.2 Variable Assignment and Arithmetic -- 4.3 Lists -- 4.4 Importing Packages -- 4.5 Array and Matrix Operations -- 4.6 Time Series Data -- 4.7 Loops -- 4.8 List Comprehensions -- 4.9 Functions -- 4.10 Dictionaries -- 4.11 Summary -- References -- Chapter 5 Importing Standard Earth Science Datasets -- 5.1 Text -- 5.2 NetCDF -- 5.2.1 Manually Creating a Mask Variable Using True and False Values. -- 5.2.2 Using NumPy Masked Arrays to Filter Automatically -- 5.3 HDF -- 5.4 GRIB2 -- 5.5 Importing Data Using Xarray -- 5.5.1 netCDF -- 5.5.2 Examining Vertical Cross Sections -- 5.5.3 Examining Horizontal Cross Sections -- 5.5.4 GRIB2 using Cfgrib -- 5.5.5 Accessing Datasets Using OpenDAP -- 5.6 Summary -- References -- Chapter 6 Plotting and Graphs for All -- 6.1 Univariate Plots -- 6.1.1 Histograms -- 6.1.2 Barplots -- 6.2 Two Variable Plots -- 6.2.1 Converting Data to a Time Series -- 6.2.2 Useful Plot Customizations -- 6.2.3 Scatter Plots -- 6.2.4 Line Plots -- 6.2.5 Adding Data to an Existing Plot -- 6.2.6 Plotting Two Side-by-Side Plots -- 6.2.7 Skew-T Log-P -- 6.3 Three Variable Plots -- 6.3.1 Filled Contour Plots -- 6.3.2 Mesh Plots -- 6.4 Summary -- References -- Chapter 7 Creating Effective and Functional Maps -- 7.1 Cartographic Projections -- 7.1.1 Geographic Coordinate Systems -- 7.1.2 Choosing a Projection -- 7.1.3 Some Common Projections -- 7.2 Cylindrical Maps -- 7.2.1 Global Plots -- 7.2.2 Changing Projections -- 7.2.3 Regional Plots -- 7.2.4 Swath Data -- 7.2.5 Quality Flag Filtering -- 7.3 Polar Stereographic Maps -- 7.4 Geostationary Maps -- 7.5 Creating Maps from Datasets Using OpenDAP -- 7.6 Summary -- References -- Chapter 8 Gridding Operations -- 8.1 Regular One-Dimensional Grids -- 8.2 Regular Two-Dimensional Grids -- 8.3 Irregular Two-Dimensional Grids -- 8.3.1 Resizing -- 8.3.2 Regridding -- 8.3.3 Resampling -- 8.4 Summary -- References -- Chapter 9 Meaningful Visuals through Data Combination -- 9.1 Spectral and Spatial Characteristics of Different Sensors -- 9.2 Normalized Difference Vegetation Index (NDVI) -- 9.3 Window Channels -- 9.4 RGB -- 9.4.1 True Color -- 9.4.2 Dust RGB -- 9.4.3. Fire/Natural RGB -- 9.5 Matching with Surface Observations -- 9.5.1 With User-Defined Functions -- 9.5.2 With Machine Learning. -- 9.6 Summary -- References -- Chapter 10 Exporting with Ease -- 10.1 Figures -- 10.2 Text Files -- 10.3 Pickling -- 10.4 NumPy Binary Files -- 10.5 NetCDF -- 10.5.1 Using netCDF4 to Create netCDF Files -- 10.5.2 Using Xarray to Create netCDF Files -- 10.5.3 Following Climate and Forecast (CF) Metadata Conventions -- 10.6 Summary -- Part III Effective Coding Practices -- Chapter 11 Developing a Workflow -- 11.1 Scripting with Python -- 11.1.1 Creating Scripts Using Text Editors -- 11.1.2 Creating Scripts from Jupyter Notebook -- 11.1.3 Running Python Scripts from the Command Line -- 11.1.4 Handling Output When Scripting -- 11.2 Version Control -- 11.2.1 Code Sharing though Online Repositories -- 11.2.2 Setting up on GitHub -- 11.3 Virtual Environments -- 11.3.1 Creating an Environment -- 11.3.2 Changing Environments from the Command Line -- 11.3.3 Changing Environments in Jupyter Notebook -- 11.4 Methods for Code Development -- 11.5 Summary -- References -- Chapter 12 Reproducible and Shareable Science -- 12.1 Clean Coding Techniques -- 12.1.1 Stylistic Conventions -- 12.1.2 Tools for Clean Code -- 12.2 Documentation -- 12.2.1 Comments and Docstrings -- 12.2.2 README File -- 12.2.3 Creating Useful Commit Messages -- 12.3 Licensing -- 12.4 Effective Visuals -- 12.4.1 Make a Statement -- 12.4.2 Undergo Revision -- 12.4.3 Are Accessible and Ethical -- 12.5 Summary -- References -- Conclusion -- Appendix A Installing Python -- A.1. Download Tutorials for This Book -- A.2. Download and Install Anaconda -- A.3. Package Management in Anaconda -- Appendix B Jupyter Notebook -- B.1. Running on a Local Machine (New Coders) -- B.2. Running on a Remote Server (Advanced) -- B.3. Tips for Advanced Users -- B.3.1. Customizing Notebooks with Configuration Files -- B.3.2. Starting and Ending Python Scripts -- B.3.3. Creating Git Commit Templates. -- Appendix C Additional Learning Resources -- Appendix D Tools -- D.1. Text Editors and IDEs -- D.2. Terminals -- Appendix E Finding, Accessing, and Downloading Satellite Datasets -- E.1. Ordering Data from NASA EarthData -- E.2. Ordering Data from NOAA/CLASS -- Appendix F Acronyms -- Index -- EULA.

Note: Contents Contributors Editorial foreword Preface CHAPTER 1 Snow and ice-related hazards, risks, and disasters: Facing challenges of rapid change and long-term commitments / Wilfried Haeberli and Colin Whiteman 1.1 Introduction 1.2 Costs and benefits: Living with snow and ice 1.3 Small and large, fast and slow, local to global: Dealing with constraints 1.4 Beyond historical experience: Monitoring, modeling, and managing rapid and irreversible changes Acknowledgments References CHAPTER 2 Physical, thermal, and mechanical properties of snow, ice, and permafrost / Lukas Arenson (U.), William Colgan, and Hans Peter Marshall 2.1 Introduction 2.2 Density and structure 2.2.1 Snow 2.2.2 Ice 2.2.3 Frozen ground/permafrost 2.3 Thermal properties 2.3.1 Snow 2.3.2 Ice 2.3.3 Frozen ground 2.4 Mechanical properties 2.4.1 Brittle behavior 2.4.2 Ductile behavior 2.5 Electromagnetic and wave properties 2.5.1 Snow 2.5.2 Ice 2.5.3 Frozen ground 2.6 Summary Acknowledgment References.. CHAPTER 3 Snow and ice in the climate system / Atsumu Ohmura 3.1 Introduction 3.2 Physical extent of the cryosphere 3.3 Climatic conditions of the cryosphere 3.3.1 Snow cover 3.3.2 Sea ice 3.3.3 Permafrost 3.3.4 Glaciers References CHAPTER 4 Snow and ice in the hydrosphere / Jan Seibert, Michal Jenicek, Matthias Huss, Tracy Ewen, and Daniel Viviroli 4.1 Introduction 4.2 Snow accumulation and melt 4.2.1 Snowpack description 4.2.2 Snow accumulation 4.2.3 Snow redistribution, metamorphism, and ripening process 4.2.4 Snowpack development 4.2.5 Snowmelt 4.3 Glaciers and glacial mass balance 4.3.1 Glacier mass balance 4.3.2 Glacial drainage system 4.3.3 Modeling glacier discharge 4.4 Hydrology of snow- and ice-covered catchments 4.4.1 Influence of snow on discharge 4.4.2 Snowmelt runoff and climate change 4.4.3 Influence of glaciers on discharge 4.4.4 River ice 4.4.5 Seasonally frozen soil and permafrost 4.5 Concluding remarks References CHAPTER 5 Snow, ice, and the biosphere / Terry V. Callaghan and Margareta Johansson 5.1 Introduction 5.2 Adaptations to snow, ice, and permafrost. 5.3 Snow and ice as habitats 5.4 Snow as a moderator of habitat 5.4.1 Modification of winter habitat 5.4.2 Modification of nonwinter habitat 5.4.3 Effects of changing snow on the biosphere 5.5 Ice as a moderator of habitat 5.5.1 Mechanical effects of ice 5.5.2 Effects of changing lake and river ice on the biosphere 5.5.3 Effects of changing sea ice on the biosphere 5.6 Permafrost as a moderator of habitat 5.6.1 Effects of changing permafrost on the biosphere 5.6.2 Snow-permafrost-vegetation interactions 5.7 Vegetation as a moderator of snow, ice, and permafrost habitats 5.8 Conclusions Acknowledgments References CHAPTER 6 Ice and snow as land-forming agents / Darrel A. Swift, Simon Cook, Tobias Heckmann, Isabelle Gärtner-Roer, Oliver Korup, and Jeffrey Moore 6.1 Glacial processes and landscapes 6.1.1 Erosion mechanisms and their controls 6.1.2 Landforms and associated hazards 6.1.3 Landscape evolution and rates of glacial incision 6.1.4 Recommended avenues for further research 6.2 Periglacial and permafrost processes and landforms 6.2.1 Landforms and processes related to seasonal frost and permafrost 6.3 The role of snow in forming landscapes 6.3.1 Influence of snow cover on geomorphic processes 6.3.2 Snow-related geomorphic processes and landforms 6.3.3 Potential impacts of global change on snow-related geomorphic processes 6.3.4 Quantifying rates 6.3.5 Modeling 6.4 Conclusions and outlook Acknowledgments References CHAPTER 7 Mountains, lowlands, and coasts: The physiography of cold landscapes / Tobias Bolch and Hanne H. Christiansen 7.1 Introduction 7.2 Physiography of the terrestrial cryosphere 7.2.1 High altitudes/mountains 7.2.2 Cold lowlands 7.2.3 Cold coasts 7.3 Glaciers and ice sheets: Extent and distribution 7.4 Permafrost types, extent, and distribution 7.5 Glacier-permafrost interactions References CHAPTER 8 A socio-cryospheric systems approach to glacier hazards, glacier runoff variability, and climate change / Mark Carey, Graham McDowell, Christian Huggel, Becca Marshall, Holly Moulton, Cesar Portocarrero, Zachary Provant, John M. Reynolds, and Luis Vicuña 8.1 Introduction 8.2 Integrated adaptation in dynamic socio-cryospheric systems 8.3 Glacier and glacial lake hazards 8.3.1 Cordillera Blanca, Peru 8.3.2 Santa Teresa, Peru 8.3.3 Nepal 8.4 Volcano-ice hazards 8.5 Glacier runoff, hydrologic variability, and water use hazards 8.5.1 Nepal 8.5.2 Peru 8.6 Coastal resources and hazards 8.7 Discussion and conclusions Acknowledgments References CHAPTER 9 Integrative risk management: The example of snow avalanches / Michael Bründl and Stefan Margreth 9.1 Introduction 9.2 Risk analysis 9.2.1 Hazard analysis 9.2.2 Exposure and vulnerability analysis 9.2.3 Consequence analysis and calculation of risk 9.3 Risk evaluation 9.3.1 Evaluation of individual risk 9.3.2 Evaluation of collective risk 9.4 Mitigation of risk 9.4.1 Meaning of mitigation of risk 9.4.2 Technical avalanche mitigation measures 9.4.3 Land-use planning 9.4.4 Biological measures and protection forests 9.4.5 Organizational measures 9.5 Methods and tools for risk assessment and evaluation of mitigation measures 9.6 Case study “Evaluation of avalanche mitigation measures for Juneau, Alaska” 9.6.1 Introduction 9.6.2 Avalanche situation 9.6.3 Hazard analysis 9.6.4 Consequence analysis and risk evaluation 9.6.5 Protection measures 9.6.6 Conclusions 9.7 Final remarks References CHAPTER 10 Permafrost degradation / Dmitry Streletskiy 10.1 Introduction 10.2 Drivers of permafrost and active-layer change across space and time 10.2.1 Role of climate: Air temperature and liquid precipitation 10.2.2 Role of topography 10.2.3 Role of vegetation and snow 10.2.4 Role of soil properties 10.3 Observed permafrost and active-layer changes 10.4 Permafrost modeling and forecasting 10.5 Permafrost degradation and infrastructure hazards 10.5.1 Buildings on permafrost 10.5.2 Pipelines on permafrost 10.5.3 Railroads, roads, and utility on permafrost 10.6 Coastal erosion and permafrost 10.7 Summary Acknowledgments References CHAPTER 11 Radioactive waste under conditions of future ice ages / Urs H. Fischer, Anke Bebiolka, Jenny Brandefelt, Denis Cohen, Joel Harper, Sarah Hirschorn, Mark Jensen, Laura Kennell, Johan Liakka, Jens-Ove Näslund, Stefano Normani, Heidrun Stück, and Axel Weitkamp 11.1 Introduction 11.2 Timing of future glacial inception 11.2.1 Introduction 11.2.2 Definition of glacial inception 11.2.3 Controlling factors of glacial inception 11.2.4 Future long-term variations of insolation and atmospheric greenhouse gas concentrations 11.2.5 Modeling of future glacial inception 11.2.6 Timing of future glacial inception and concluding remarks 11.3 The glacier ice-groundwater interface: Constraints from a transect of the modern Greenland Ice Sheet 11.3.1 Background 11.3.2 Basal thermal state 11.3.3 Framework of the ice-bed interface 11.3.4 Basal water 11.3.5 Summary 11.4 Deep glacial erosion in the Alpine Foreland of northern Switzerland 11.4.1 Background 11.4.2 Ice age conditions 11.4.3 Processes of glacial erosion and glacial overdeepening 11.4.4 Water flow in overdeepenings 11.4.5 Deep glacial erosion in the Swiss Plateau 11.4.6 Future research focus 11.5 Tunnel valleys in Germany and their relevance to the long-term safety of nuclear waste repositories 11.5.1 Background 11.5.2 Formation of tunnel valleys 11.5.3 Tunnel valleys in Northern Germany 11.5.4 Tunnel valleys in the German North Sea 11.5.5 Glacial overdeepening in Southern Germany 11.5.6 Impact of tunnel valley formation on host rocks 11.6 Assessment of glacial impacts on geosphere stability and barrier capacity—Canadian perspective 11.6.1 Background 11.6.2 Bruce Nuclear Site—Location and geologic setting Acknowledgments References CHAPTER 12 Snow avalanches / Jürg Schweizer, Perry Bartelt, and Alec van Herwijnen 12.1 Introduction 12.2 The avalanche phenomenon 12.3 Avalanche release 12.3.1 Dry-snow avalanches 1

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 New Tectonic Map of the Arctic / O. V. Petrov, M. Pubellier, S. P. Shokalsky, A. F. Morozov, Yu. B. Kazmin, S. N. Kashubin, V. A. Vernikovsky, M. Smelror, H. Brekke, V. D. Kaminsky, and I. I. Pospelov Deep Structures of the Circumpolar Arctic / S. N. Kashubin, O. V. Petrov, V. A. Poselov, S. P. Shokalsky, E. D. Milshtein, and T. P. Litvinova Arctic Sedimentary Cover Structure and Eastern Arctic Structure Maps / L. A. Daragan-Sushchova, E. O. Petrov, O. V. Petrov, and N. N. Sobolev Geological and Paleogeographic Map of the Eastern Arctic / O. V. Petrov, E. O. Petrov, N. N. Sobolev, D. I. Leontiev, and V. N. Zinchenko Study of the Arctic Seabed Rocks / O. V. Petrov, S. P. Shokalsky, T. Yu. Tolmacheva, O. L. Kossovaya, and S. A. Sergeev Geology of the Eastern Arctic Islands and Continental Fridge of the Arctic Seas / O. V. Petrov, N. N. Sobolev, S. D. Sokolov, A. V. Prokopiev, V. F. Proskurnin, E. O. Petrov, and T. Yu. Tolmacheva Correlation of Chukotka, Wrangel Island and the Mendeleev Rise / M. I. Tuchkova, S. P. Shokalsky, S. D. Sokolov, and O. V. Petrov Tectonic Model and Evolution of the Arctic / O. V. Petrov, S. N. Kashubin, S. P. Shokalsky, S. D. Sokolov, E. O. Petrov, and M. I. Tuchkova

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 Chapter 1. Introduction on Coronavirus Disease (COVID-19) Pandemic: The Global Challenge / Nima Rezaei, Saboura Ashkevarian, Mahsa Keshavarz Fathi, Sara Hanaei, Zahra Kolahchi, Seyedeh-Sanam Ladi Seyedian, Elham Rayzan, Mojdeh Sarzaeim, Aida Vahed, Kawthar Mohamed, Sarah Momtazmanesh, Negar Moradian, Zahra Rahimi Pirkoohi, Noosha Sameeifar, Mahsa Yousefpour, Sepideh Sargoli, Saina Adiban, Aida Vahed, Niloufar Yazdanpanah, Heliya Ziaei, Amene Saghazadeh Chapter 2. Coronaviruses: What Should We Know About the Characteristics of Viruses? / Wei Ji Chapter 3. Ecology and Evolution of Betacoronaviruses / Eduardo Rodríguez-Román, Adrian J. Gibbs Chapter 4. The Epidemiologic Aspects of COVID-19 Outbreak: Spreading Beyond Expectations / Sara Hanaei, Farnam Mohebi, Maziar Moradi-Lakeh, Parnian Jabbari, Surinder Kumar Mehta, Liudmyla S. Kryvenko, Livio Luongo, Loďc Dupré, Nima Rezaei Chapter 5. The Incubation Period of COVID-19: Current Understanding and Modeling Technique / Char Leung Chapter 6. Coronavirus: Pure Infectious Disease or Genetic Predisposition / Farzaneh Darbeheshti, Hassan Abolhassani, Mohammad Bashashati, Saeid Ghavami, Sepideh Shahkarami, Samaneh Zoghi, Sudhir Gupta, Jordan S. Orange, Hans D. Ochs, Nima Rezaei Chapter 7. Genetic Polymorphisms in the Host and COVID-19 Infection / Joris R. Delanghe, Marc L. De Buyzere, Marijn M. Speeckaert Chapter 8. How COVID-19 Has Globalized: Unknown Origin, Rapid Transmission, and the Immune System Nourishment / Amene Saghazadeh, Nima Rezaei Chapter 9. Potential Anti-viral Immune Response Against COVID-19: Lessons Learned from SARS-CoV / Mahzad Akbarpour, Laleh Sharifi, Amir Reza Safdarian, Pooya Farhangnia, Mahdis Borjkhani, Nima Rezaei Chapter 10. COVID-19 and Cell Stress / Abdo A Elfiky, Ibrahim M Ibrahim, Fatma G Amin, Alaa M Ismail, Wael M Elshemey Chapter 11. Clinical Manifestations of COVID-19 / Mahsa Eskian, Nima Rezaei Chapter 12. Pediatrics and COVID-19 / Tuna Toptan, Sandra Ciesek, Sebastian Hoehl Chapter 13. Geriatrics and COVID-19 / Mona Mirbeyk, Amene Saghazadeh, Nima Rezaei Chapter 14. Coronavirus Diseases in Pregnant Women, the Placenta, Fetus, and Neonate / David A. Schwartz, Amareen Dhaliwal Chapter 15. COVID-19 in Patients with Hypertension / Thiago Quinaglia, Mahsima Shabani, Nima Rezaei Chapter 16. COVID-19 and Cardiovascular Diseases / Babak Geraiely, Niloufar Samiei, Parham Sadeghipour, Azita Haj Hossein Talasaz, Seyedeh Hamideh Mortazavi, Roya Sattarzadeh Badkoubeh Chapter 17. How Prevalent Is Cancer in Confirmed Cases with Coronaviruses and Severe Acute Respiratory Syndromes? / Maryam Fotouhi, Elham Samami, Sahar Mohseni, Amir Nasrollahizadeh, Mohammad Haddadi, Mona Mirbeyk, Amene Saghazadeh, Nima Rezaei Chapter 18. COVID-19 in Patients with Cancer / Ali Nowroozi, Sepideh Razi, Kamal Kant Sahu, Fabio Grizzi, Jann Arends, Mahsa Keshavarz-Fathi, Nima Rezaei Chapter 19. COVID-19 and Tropical Infection: Complexity and Concurrence / Pathum Sookaromdee, Viroj Wiwanitkit Chapter 20. Neurologic Manifestations of COVID-19 / Farnaz Delavari, Farnaz Najmi Varzaneh, Nima Rezaei Chapter 21. Autoimmune Processes Involved in Organ System Failure Following Infection with SARS-CoV-2 / Steven E. Kornguth, Robert J. Hawley Chapter 22. Clinical and Laboratory Predictors of Severity, Criticality, and Mortality in COVID-19: A Multisystem Disease / Bahareh Gholami, Samira Gholami, Amir Hossein Loghman, Behzad Khodaei, Simin Seyedpour, Nasrin Seyedpour, Amene Saghazadeh, Nima Rezaei Chapter 23. Diagnostic Tests for COVID-19 / Tung Phan, Kristin Nagaro Chapter 24. The Role of Medical Imaging in COVID-19 / Houman Sotoudeh, Masoumeh Gity Chapter 25. Therapeutic Development in COVID-19 / Chan Yang, Yuan Huang, Shuwen Liu Chapter 26. Immune-based Therapy for COVID-19 / Abdolreza Esmaeilzadeh, Davood Jafari, Safa Tahmasebi, Reza Elahi, Elnaz Khosh Chapter 27. Ventilatory Support in Patients with COVID-19 / Paolo Maria Leone, Matteo Siciliano, Jacopo Simonetti, Angelena Lopez, Tanzira Zaman, Francesco Varone, Luca Richeldi Chapter 28. Nutrition and Immunity in COVID-19 / Marjan Moallemian Isfahani, Zahra Emam-Djomeh, Idupulapati M. Rao, Nima Rezaei Chapter 29. Dietary Supplements for COVID-19 / Gerard E. Mullin, Berkeley Limektkai, Lin Wang, Patrick Hanaway, Loren Marks, Edward Giovannucci Chapter 30. Photobiomodulation and Antiviral Photodynamic Therapy in COVID-19 Management / Reza Fekrazad, Sohrab Asefi, Maryam Pourhajibagher, Farshid Vahdatinia, Sepehr Fekrazad, Abbas Bahador, Heidi Abrahamse, Michael R Hamblin Chapter 31. The COVID-19 Vaccine Landscape / Till Koch, Anahita Fathi, Marylyn M. Addo Chapter 32. Prevention of COVID-19: Preventive Strategies for General Population, Health Care Settings, and Various Professions / Shirin Moossavi, Kelsey Fehr, Hassan Maleki, Simin Seyedpour, Mahdis Keshavarz-Fath, Farhad Tabasi, Mehrdad Heravi, Rayka Sharifian, Golnaz Shafiei, Negin Badihian, Roya Kelishadi, Shahrzad Nematollahi, Majid Almasi, Saskia Popescu, Mahsa Keshavarz-Fathi, Nima Rezaei Chapter 33. Pharmacist Role and Pharmaceutical Care during the COVID-19 Pandemic / Pedro Amariles, Mónica Ledezma-Morales, Andrea Salazar-Ospina, Jaime Alejandro Hincapié-García Chapter 34. Impact of COVID-19 on Dentistry / Arghavan Tonkaboni, Mohammad Hosein Amirzade-Iranaq, Heliya Ziaei, Amber Ather Chapter 35. The Implications of COVID-19 to Ophthalmology / Tracy H.T. Lai, Emily W.H. Tang, Kenneth K.W. Li Chapter 36. Challenges of Cellular therapy during COVID-19 Pandemic / Kamal Kant Sahu, Sikander Ailawadhi, Natalie Malvik, Jan Cerny Chapter 37. COVID-19 Amid Rumours and Conspiracy Theories: The Interplay between Local and Global Worlds / Inayat Ali Chapter 38. Exploration of the Epidemiological and Emotional Impact of Quarantine and Isolation during COVID‐19 Pandemic / Helia Mojtabavi, Nasirudin Javidi, Anne-Frédérique Naviaux, Pascal Janne, Maximilien Gourdin, Mahsa Mohammadpour, Amene Saghazadeh, Nima Rezaei Chapter 39. The Main Sources and Potential Effects of COVID-19-related Prejudice and Discrimination / Piotr Rzymski, Hanna Mamzer, Michał Nowicki Chapter 40. Potential mechanisms of COVID-19-related psychological problems and mental disorders / Chunfeng Xiao Chapter 41. Mental Health in Health Professionals in the COVID-19 Pandemic / Antonia Bendau, Andreas Ströhle, Moritz Bruno Petzold Chapter 42. Treatment of Patients with Mental Illness Amid a Global COVID-19 Pandemic / Ankit Jain, Kamal Kant Sahu, Paroma Mitra Chapter 43. A Shift in Medical Education During the COVID-19 Pandemic / Farida Nentin, Nagaraj Gabbur, Adi Katz Chapter 44. Reopening Schools After a Novel Coronavirus Surge / Dan Li, Elizabeth Z. Lin, Marie A. Brault, Julie Paquette, Sten H. Vermund, Krystal J. Godri Pollitt Chapter 45. COVID-19 and Its Impact on Tourism Industry / Dimitrios G. Lagos, Panoraia Poulaki, Penny Lambrou Chapter 46. COVID-19 and Its Global Economic Impact / Zahra Kolahchi, Manlio De Domenico, Lucina Q. Uddin, Valentina Cauda, Igor Grossmann, Lucas Lacasa, Giulia Grancini, Morteza Mahmoudi, Nima Rezaei Chapter 47. Retrieval and Investigation of Data on SARS-CoV-2 and COVID-19 Using Bioinformatics Approach / Muhamad Fahmi, Viol Dhea Kharisma, Arif Nur Muhammad Ansori, Masahiro Ito Chapter 48. Answering the Challenge of COVID-19 Pandemic through Innovation and Ingenuity / Kathryn Clare Kelley, Jonathan Kamler, Manish Garg, Stanislaw P. Stawicki Chapter 49. COVID-19 Pandemic: The Influence of Culture and Lessons for Collaborative Activities / Linda Simon Paulo, George M. Bwire, Xingchen Pan, Tianyue Gao, Amene Saghazadeh, Chungen Pan Chapter 50. A Borderless Solution Is Needed for A Borderless Complexity, Like COVID-19, The Universal Invader / Kawthar Mohamed, Rangarirai Makuku, Eduardo Rodríguez-Román, Aram Pascal Abu Hejleh, Musa Joya, Mariya Ivanovska, Sara A. Makka, Md Shahidul Islam, Nesrine Radwan, Attig-Bahar Faten, Chunfeng Xiao, Leander Marquez, Nima Rezaei Chapter 51. Socialization During The COVID-19 Pandem

Note: Contents 1 Uncertainties in Urbanizing World and Nature-Based Resilience Building / Mahua Mukherjee and Rajib Shaw Part I Policy Analysis, Policy Framing and Recognition of Nature-Based Solution 2 Ecosystem-Based Adaptation (EbA) in the Hindu Kush Himalaya: Status, Progress and Challenges / Sunita Chaudhary, Basant Raj Adhikari, Pashupati Chaudhary, Tashi Dorji, and Renuka Poudel 3 Evaluation of Ecosystem-Based Approaches for Disaster and Climate Risk Resilience and Policy Perspectives in Pakistan / Muhammad Barkat Ali Khan, Atta-ur Rahman, and Rajib Shaw 4 Ecosystem-Based Approaches and Policy Perspectives in Nepal / Shobha Poudel, Bhogendra Mishra, and Rajib Shaw 5 Ecosystem-Based Approaches and Policy Perspective from India / Shweta Bhardwaj and Anil Kumar Gupta 6 Ecosystem-Based Approaches and Policy Perspectives: Towards an Integrated Blue–Green Solutions in Vietnam / Thi My Thi Tong and Ngoc Huy Nguyen 7 Turning Blue, Green and Gray: Opportunities for Blue-Green Infrastructure in the Philippines / Noralene Uy and Chris Tapnio 8 Making Resilience a Reality: The Contribution of Peri-urban Ecosystem Services (BGI) to Urban Resilience / Celeste Norman, Akhilesh Surjan, and Miranda Booth 9 Innovations to Reduce Disaster Risks of Water Challenges / Piyalee Biswas, Neelima Alam, and Sanjay Bajpai Part II Science Investigation, Technology and Planning Intervention 10 Future Heat Risk in South Asia and the Need for Ecosystem Mitigation / Peter J. Marcotullio and Michael T. Schmeltz 11 Urban Risk Assessment Tools and Techniques for Ecosystem-Based Solutions / Aditya Rahul, Siva Ram Edupuganti, Vickyson Naorem, Mahua Mukherjee, and Talbot Brooks 12 Scaling-up Nature-Based Solutions for Mainstreaming Resilience in Indian Cities / Shalini Dhyani, Rudrodip Majumdar, and Harini Santhanam 13 Incorporation of BIM Based Modeling in Sustainable Development of Green Building from Stakeholders Perspective / Raju Sarkar, Karan Narang, Abhinav Daalia, Vidushi Gautam, Ujjawal Nathani, and Rajib Shaw 14 Road to Ecosystem-Based Disaster Risk Reduction: Comprehensive Approach for Smart Urban Areas Management / Norio Maki Part III Case Studies 15 Path Towards Sustainable Water Management: A Case Study of Shimla, India / Kamakshi Thapa, Chetna Singh, Sameer Deshkar, and Rajib Shaw 16 Application of Remote Sensing Image in ECO-DRR for Dehradun City / Atul Kumar, Jeevan Madapala, Mahua Mukherjee, Shirish Ravana, and Sandeep Sharma 17 Ecosystem-Based Approaches for Water Stress Management—Lessons from Nagpur Metropolitan Area, India / Vibhas Sukhwani, Kamakshi Thapa, Rajib Shaw, Sameer Deshkar, Bijon Kumer Mitra, and Wanglin Yan 18 Challenges in Decision-Making for Building Resilience to Climate Risks / Anamitra Anurag Danda, Nilanjan Ghosh, Jayanta Bandyopadhyay, and Sugata Hazra 19 A “Greener” Alternative: The Sri Lankan Experience of Eco-DRR / Deepthi Wickramasinghe 20 The Watarase Retarding Basin—A Historical Example of Ecosystem-Based Disaster Risk Reduction in Japan / Tomohiro Ichinose, Jun Ishii, and Ikuko Imoto 21 Self-efficacy for EbA and Human Health in a Post-disaster Recovery Phase / Ai Tashiro 22 Freshwater Biomonitoring: An Ecosystem-Based Approach (EbA) for Building Climate Resilience Communities in Fiji / Bindiya Rashni 23 Forward-Looking Lens to Mainstream Blue-Green Infrastructure / Mahua Mukherjee and Rajib Shaw

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

Note: Dissertation, ETH Zürich, 2019 , Inhalt Polarheld werden Transimperiale Verflechtungen Wissensgeschichte der Arktis Ausrüstung Route I. Mobilisieren, Kombinieren, Vernetzen – Elemente des Weltwissens Problematisierung der Arktis Alpin-Arktische Flora Wetter und Polarwirbel Arktische Karriereschübe II. Verwalten, Verordnen, Glorifizieren – Königlicher Fernhandel Abgeriegelte Kolonie Logistische Planung Arktisches Laboratorium Rekrutieren im imperialen Wettlauf Koloniales Wissen Aerologie und Anthropologie Dänischer Exzeptionalismus Anthropologische Naturdenkmäler Neutrale Zeugen III. Flicken, Züchten, Stilisieren – Indigenes Wissen Hunde und Peitschen Anorak und Kamiker Strömung und Wetter Kräuter, Kohle und Schädel Eisen, Fossilien und Ethnographika IV. Regulieren, Bezahlen, Umsorgen – Arktische Aneignungen Monopolhandel Polizeiwesen Lohntarife Schattenwirtschaft Ambivalenzen V. Beflaggen, Kolorieren, Finanzieren – Populäre Eiswelten Ästhetik der Erhabenheit Phantasma der Erstbegehung Staatliches Desinteresse Polarfieber und Diavorträge Produktplatzierung und Reklame Das Ende des Polarhelden Dank Archive und Sammlungen Literatur , German

Note: Inhalt Vorwort 1 Self-Service Business Intelligence - die Tools und ihre Versionen 1.1 Drei Tools zur Optimierung des Reportings 1.1.1 Egal aus welcher Quelle Ihre Daten stammen - Power Query wird sie importieren und bereinigen 1.1.2 Datenmodelle erstellen und Kennzahlen berechnen mit Power Pivot 1.1.3 Zeitliche Analyse von Daten mit Time-Intelligence-Funktionen 1.1.4 Interaktive Berichte - die natürliche Domäne von Power BI Desktop 1.2 Vom Add-in zur Menüintegration: Welche Excel-Version enthält was? 1.2.1 32- oder 64-bit-Version von Power Pivot? 1.2.2 Kompatibilität der Power-Query-Versionen untereinander 1.2.3 Office 365-Updatekanäle 1.3 Power BI und der Power BI Service 1.3.1 Power BI Desktop für den Power BI Service undden Power BI Report Server 1.3.2 Power BI Desktop als 32- oder 64-bit-Version? 2 Power Query - Daten aus unterschiedlichen Quellen importieren 2.1 Daten abrufen und transformieren - Excel- und Power-Bl-Desktop-Versionen 2.2 Mit Datenbanken verbinden 2.2.1 Zugriff auf eine SQL-Datenbank 2.2.2 Zugriff auf eine Access-Datenbank 2.2.3 Aufbau des Power-Query-Programmfenster 2.2.4 Datentypen überprüfen und anpassen 2.2.5 Ergänzen der Produkttabelle 2.3 Zugriff mit Power BI Desktop auf Datenbankdateien 2.3.1 DirectQuery für den Zugriff auf externe Daten nutzen 2.4 Import von CSV- und TXT-Dateien 2.4.1 Logische Beziehung zwischen Tabellen manuell erstellen 2.4.2 Verwendung der importierten Daten in einem Power-Pivot-Bericht 2.5 Excel als Datenquelle für einen Power-Query-Import nutzen 2.5.1 Daten aus Datentabellen einer Excel-Arbeitsmappe importieren 2.5.2 Zeitraum der Bestelldaten aus dem Tabellennamen übernehmen 2.5.3 Ähnliche Abfragen duplizieren und anpassen 2.5.4 Zwei oder mehrere Abfragen zu einer Tabelle zusammenfügen 2.5.5 Daten aus Tabellenblättern einer Excel-Arbeitsmappe importieren 2.5.6 Zusammenführen von Abfragen aus Datentabellen und Tabellenblättern 2.5.7 Importierte und bereinigte Daten mittels Pivottabelle auswerten 2.5.8 Überlegungen zur Organisation von Abfragen 2.6 Programmeinstellungen von Power Query anpassen 2.7 Mit Power Query erstellte Abfragen im Team nutzen 2.7.1 In Excel erstellte Power-Query-Abfragen auf dem Power BI Service veröffentlichen 2.7.2 Mit Power BI Desktop erstellte Datasets über den Power BI Service teilen und online nutzen 2.8 Mehrere Excel- oder CSV-Dateien aus einem Ordner konsolidieren 2.8.1 Ausschließen von Dateien mit unbrauchbarem Dateiformat 2.8.2 Bereinigen der Daten nach dem Ordnerimport 2.8.3 Alle Tabellenblätter aller Dateien importieren 2.9 SharePoint-Listen mit Power Query abfragen und bereinigen 2.10 Zugriff mit Power Query auf Internetseiten 2.11 Power-Bl-Datasets als Datenquelle für Auswertungen in Excel 3 Daten mit Power Query transformieren und kombinieren 3.1 Zugriff auf Textdateien 3.2 Spalten und Zeilen entfernen 3.2.1 Zeilen auf Basis des Inhalts oder der Position entfernen 3.2.2 Filtern von Zeiträumen 3.2.3 Automatische Zusammenfassung kombinierter Filterkriterien 3.3 Spalten teilen und neue Spalten erzeugen 3.3.1 Spalten nach einer vorgegebenen Zeichenzahl teilen 3.4 Basisbereinigung und Zellbereiche füllen 3.5 Datumsformate anpassen und zusätzliche Datumsspalten erzeugen 3.5.1 Datumsformate in Power Query anpassen 3.5.2 Datumsanalyse und regionale Standardeinstellungen von Power Query 3.5.3 Datumswerte zu Gruppen zusammenfassen 3.6 Berechnete Spalten erstellen 3.6.1 Textfunktionen in Power Query 3.6.2 Bedingte berechnete Spalten mit »if« 3.6.3 Exkurs: Eine Referenztabelle zur Zuordnung der RegionID verwenden 3.6.4 Zwei Tabellen mithilfe von Joins vergleichen 3.6.5 Weitere Berechnungen in Power Query 4 Tabellenstrukturen mit Power Query anpassen 4.1 Daten gruppieren 4.1.1 Hinzufügen von Untergruppierungen 4.1.2 Hinzufügen von Aggregierungen 4.1.3 Gruppierungen ohne Aggregierung einfügen 4.1.4 Sortieren der gruppierten Tabelle 4.2 Transformation von gestapelten, kategorisierten und pivotierten Daten 4.2.1 Entpivotieren von Daten 4.2.2 Daten in pivotierten Kategorien entpivotieren 4.2.3 Verbesserung der Abfrage-Performance durch Teilen der Abfrage 4.2.4 Entpivotieren von Spaltenpaaren 4.2.5 Umstrukturieren von gestapelten Daten 4.2.6 Gestapelte Daten mit separater Beschriftungsspalte 4.2.7 Entpivotieren von gestapelten und pivotierten Daten 4.2.8 Spalteninhalte in Zeilen umwandeln 5 Erweiterte Funktionen mit Power Query 5.1 Eine kleine Reise durch M 5.1.1 Es beginnt in Fredericia 5.1.2 Listen und Tabellen - gibt es da einen Unterschied? 5.1.3 Datumsreihe aus einer Zahlenreihe bilden 5.1.4 Kalenderparameter aus Tabelle übernehmen 5.1.5 Gruppierungsmerkmale wie Jahre, Wochen und Monate erzeugen 5.1.6 Datei-und Ordnernamen aus einer Parametertabelle übernehmen 5.1.7 Brückenabfragen bei der Kombination von Importfunktionen und mit anderen Abfrageergebnissen 5.1.8 Strukturvorlagen erstellen 5.1.9 Automatische Ergänzung weiterer Tabellen 5.1.10 Umgang mit dem Fehlerwert Error 6 Power Pivot - Grundlagen der Datenmodellierung 6.1 Tabellentypen eines Datenmodells 6.2 Transaktionstabellen 6.3 Suchtabellen 6.4 Typen von Beziehungen zwischen Tabellen 6.5 Excel-Jargon vs. Datenbank-Termini 6.5.1 Beziehungen zwischen Tabellen erstellen 6.6 Unterschiede zwischen logischen Beziehungen und Verweisfunktionen 6.7 Datenmodellierung in Excel oder in Power BI Desktop 6.8 Importieren weiterer Daten und logische Verknüpfung in Power Pivot 6.8.1 Alternativen bei der Erstellung von logischen Tabellenbeziehungen 6.9 Überprüfung des Datenmodells mit einem impliziten Measure 6.10 Best Practice für die Berechnung von Kennzahlen: das explizite Measure 6.11 Den Filterkontext einer Berechnung verstehen 6.11.1 Zwei Phasen der Berechnung von Measures 6.12 Typische Fehler bei Berechnungen 6.13 Berechnete Spalten vs. Measures (berechnete Felder) 6.13.1 Gruppierungsmerkmale mit berechneten Spalten erstellen 6.13.2 Den Zeilenkontext von berechneten Spalten verstehen 6.13.3 Verschachteltes IF() mit SWITCHQ vereinfachen 6.13.4 Verwendung der erstellten Gruppierungen im Power-Pivot-Bericht 6.13.5 Berechnete Spalten, Datendesign, Datenschnitte und die Performance von Power Pivot 6.14 Fallbeispiele für die Verwendung von berechneten Spalten 6.14.1 Übernahme von Spalten einer Suchtabelle mit RELATED() 6.14.2 Bedeutung von Kalendertabellen und berechnete Spalten im Kalender 6.14.3 Struktur und Bedeutung von Kalendertabellen in Power Pivot 6.14.4 Laden der Kalendertabelle ins Datenmodell 6.14.5 Erweiterung der Kalendertabelle um Spalten mit saisonalen Gruppierungsmerkmalen 6.15 Anpassungen an den Elementen eines Datenmodells vornehmen 6.15.1 Den Import externer Daten anpassen 6.15.2 Auswahl der zu importierenden Spalten in Power Query anpassen 6.15.3 Anpassungen am Datenimport im Power-Pivot-Fenster vornehmen 6.15.4 Hinzufügen von Tabellen zum Datenmodell 6.15.5 Measures (berechnete Felder) systematisch speichern 6.15.6 Measures umbenennen 7 Absolute und prozentuale Abweichungen sowie Anteile mit DAX-Funktionen berechnen 7.1 Schritte zum Erlernen von DAX in der Praxis 7.2 Basisaggregierungen für eine Kundenanalyse erstellen 7.2.1 Alternativen bei der Eingabe von Measures 7.3 Überprüfung der Datenqualität mithilfe von Basisaggregierungen 7.3.1 Multivariable Ergebnisse 7.3.2 Lageparameter zur ersten Bewertung der Datenqualität 7.4 Vergleich zweier Werte und Ratio-Berechnung 7.4.1 Ein Fallbeispiel: Der Soll-Ist-Vergleich 7.4.2 Soll- und Ist-Tabellen mit der Produktliste verbinden 7.4.3 Measures des Soll-Ist-Vergleichs erstellen 7.5 Bedingte Kalkulationen mit CALCULATE() erstellen 7.5.1 Veränderung des Filterkontextes mit CALCULATE() 7.5.2 Text- und Zahlenfilter in CALCULATE() 7.5.3 Kombinierte Kriterien mit logischem UND bzw. ODER in CALCULATE() 7.5.4 Vergleichsoperatoren in CALCULATE() 7.5.5 Komplexe Filterkriterien in CALCULATE() mit der Funktion FILTER() realisier

Note: Inhalt Vorwort TEIL I Wie mache ich meine Behörde fit für Social Media? »Wie viel Personal kostet das?« - Die drängendste Frage der Behördenleitung 1.1 Was tun Social-Media-Verantwortliche in Behörden? Eine Aufgabenbeschreibung 1.1.1 Community Management (30 %) 1.1.2 Beiträge vorbereiten und posten (30 %) 1.1.3 Interne Kommunikation (20 %) 1.1.4 Strategie und Weiterentwicklung (5 %) 1.1.5 Organisation und Rechtliches (5 %) 1.1.6 Lernen und Fortbildung (5 %) 1.1.7 Projekte (5 %) 1.2 Wie ermittle ich den Personalbedarf für meine Behörde? 1.3 Können mir Dienstleister bei der Arbeit helfen? 2 Welche Talente brauche ich für mein Social-Media-Team? 2.1 Welche Kompetenzen muss man haben, um in einer Behörde Social Media zu machen? 2.2 Interne Personalsuche 2.3 Externe Personalsuche 3 Social-Media-Manager sind genauso wichtig wie Pressesprecher 4 Wie organisiere ich mein Social-Media-Team? 4.1 Der Behörden-Newsroom 4.1.1 Was der Behörden-Newsroom nicht ist 4.1.2 Was der Behörden-Newsroom stattdessen ist 4.1.3 So ist der Behörden-Newsroom aufgebaut 4.1.4 So arbeitet der Behörden-Newsroom 4.1.5 Das Neuigkeitenzimmer - Ein Erfahrungsbericht 4.2 Die behördliche Social-Media-Redaktion 4.2.1 Einbindung in die Behörden-Hierarchie 4.2.2 Struktur und Abläufe 4.2.3 Abstimmungs- und Freigabeprozesse 4.2.4 Budget und Arbeitsmittel 4.3 Was kann ich als »Ein-Personen-Team« schaffen? 5 Social Media ist auch interne Kommunikation 5.1 Zusammenarbeit mit der Behördenleitung 5.2 Zusammenarbeit mit den Fachabteilungen 5.3 Zusammenarbeit mit anderen wichtigen Stellen im Haus TEIL II Social Media ist die Bürgerkommunikation von heute Müssen wir da etwa antworten? 6.1 Der richtige Umgang mit Kommentaren und Nachrichten auf Social-Media-Kanälen 6.2 Netiquette: Wie stelle ich als Amt Diskussionsregeln auf und setze sie durch? 6.3 Community Management: Leitlinien für Behörden 6.3.1 Du oder Sie? 6.3.2 Wem darf ich als Behörde in sozialen Netzwerken folgen? 6.3.3 Welche Inhalte von anderen darf ich teilen? 6.4 Wochenend-Dienst wegen Social Media? 7 »Social Amt«: Wie ich als Behörde Beziehungen zu meinen Zielgruppen aufbaue 7.1 Netzwerken in sozialen Netzwerken 7.2 Ihr Profil ist Ihre Visitenkarte 7.3 Content is King 7.4 Follower-Treffen und Instawalks 7.5 Die wichtigste Zutat: Glaubwürdigkeit 8 Was tun, wenn ein »Shitstorm« kommt? 8.1 Wie kann man einem Shitstorm vorbeugen? 8.2 Überlebensplan bei einem Shitstorm 9 Wie gehe ich als Behörde mit Hass im Netz um? 9.1 Wie ich auf Verschwörungstheorien reagieren sollte 9.2 Muss ich bei strafrechtlich relevanten Inhalten Anzeige erstatten? TEIL III Die perfekte Social-Media-Strategie für meine Behörde 10 Wofür möchte meine Behörde Social Media nutzen? 10.1 Ziel und Zweck meiner Präsenz in sozialen Netzwerken bestimmen 10.2 Wie kann ich den Nutzen von Social Media für meine Behörde messen? 11 Meine Zielgruppen besser kennenlernen 11.1 Community-Aufbau: Wen möchten wir als Behörde ansprechen? 11.2 Wie lerne ich die Interessen unserer Zielgruppen besser kennen? 11.2.1 Toolgestützte Online-Analyse 11.2.2 Analyse ohne Hilfsmittel 11.2.3 Zielgruppenbefragung 12 Welches soziale Netzwerk passt zu meiner Behörde? 12.1 Facebook: Das Massenmedium 12.2 Instagram: Der (noch) hippe Kanal 12.3 Twitter: Das Politik-Netzwerk 12.4 XING oder nicht XING, das ist hier die Frage 12.5 LinkedIn: das Business-Facebook 12.6 YouTube: Lineares Fernsehen war gestern 12.7 TikTok: Müssen wir als Behörde jetzt auch noch singen und tanzen? 12.8 Von Podcast bis Clubhouse: Audio ist im Trend 13 Trockene Behörden-Themen spannend erzählen 13.1 Die fünf wichtigsten Social-Media-Formate für Ämter 13.2 Wie ich Inhalte finde, die unsere Follower begeistern 13.3 Storytelling für Behörden: Geschichten statt Pressemitteilungen 13.3.1 Storytelling lernen von einem Jahrhundert-Journalisten 13.3.2 Wie wird ein Amts-Inhalt zu einer guten Story? 13.3.3 Fotos, Grafiken und Videos: Wie ich Behörden-Botschaften zum Leben erwecke 13.3.4 Bloß kein Amtsdeutsch: Texten für Social Media 13.4 Wie ich einen Social-Media-Redaktionsplan aufstelle und damit Arbeitszeit spare TEIL IV Mit Social Media sicher durch die Krise 14 Was unterscheidet Krisenkommunikation vom Social-Media-Tagesgeschäft? 15 Was Behörden aus der Corona-Krise kommunikativ lernen können 16 Mit der richtigen Vorbereitung sicher durch die Krise 16.1 Wie Sie einen Krisenkommunikationsplan für Social Media aufstellen 16.2 Checkliste: Mit Social Media sicher durch die Krise TEIL V So werde ich Behörden-Influencer 17 Corporate Influencer in Behörden 17.1 Strategischer Einsatz von Behörden-Botschaftern: Warum ich meinem Amt viele Gesichter geben sollte 17.2 Wie ich Behörden-Botschafter am besten unterstütze 17.3 Wie kann ich Behörden-Botschafter*in werden? 18 Behördenleiter-Kommunikation auf Social Media 18.1 Wie überzeuge ich meine Chefin oder meinen Chef zu twittern? 18.2 Personal Branding: Wie ich mich als behördliche Führungskraft richtig in sozialen Netzwerken positioniere TEIL VI Best Practice: Von den besten Ämtern lernen 19 Polizei Sachsen: Verdächtig gute Kommunikation 20 Land Schleswig-Holstein: Azubis als Instagram-Stars 21 Der österreichische Bundespräsident und sein Team: Social-Media-Star mit 77 Jahren 22 Stadt Nürnberg: Die Foto-Community 23 Land Brandenburg: Mit Herz und Humor auf Facebook 24 Stadtbibliothek Erlangen: Idee schlägt Budget Index

Note: Contents List of contributors Preface 1 Antarctic Climate Evolution - second edition 1.1 Introduction 1.2 Structure and content of the book Acknowledgements References 2 Sixty years of coordination and support for Antarctic science - the role of SCAR 2.1 Introduction 2.2 Scientific value of research in Antarctica and the Southern Ocean 2.3 The international framework in which SCAR operates 2.4 The organisation of SCAR 2.5 Sixty years of significant Antarctic science discoveries 2.6 Scientific Horizon Scan 2.7 Summary References Appendix 3 Cenozoic history of Antarctic glaciation and climate from onshore and offshore studies 3.1 Introduction 3.2 Long-term tectonic drivers and ice sheet evolution 3.3 Global climate variability and direct evidence for Antarctic ice sheet variability in the Cenozoic 3.3.1 Late Cretaceous to early Oligocene evidence of Antarctic ice sheets and climate variability 3.3.2 The Eocene-Oligocene transition and continental-scale glaciation of Antarctica 3.3.3 Transient glaciations of the Oligocene and Miocene 3.3.4 Pliocene to Pleistocene 3.4 Regional seismic stratigraphies and drill core correlations, and future priorities to reconstruct Antarctica's Cenozoic 3.4.1 Ross Sea 3.4.2 Amundsen Sea 3.4.3 Bellingshausen Sea and Pacific coastline of Antarctic Peninsula 3.4.4 The Northern Antarctic Peninsula and South Shetland Islands 3.4.5 The Eastern Margin of the Antarctic Peninsula 3.4.6 The South Orkney Microcontinent and adjacent deep-water basins 3.4.7 East Antarctic Margin 3.4.7.1 Weddell Sea 3.4.7.1.1 Gondwana break-up, Weddell Sea opening and pre-ice-sheet depositional environment 3.4.7.1.2 The Eocene-Oligocene transition and paleoenvironment during increasing glacial conditions 3.4.7.1.3 Recent geophysical survey beneath the Ekström Ice Shelf and future directions for drilling 3.4.7.2 Prydz Bay 3.4.7.2.1 Early Cenozoic greenhouse and earliest glacial phase in late Eocene 3.4.7.2.2 Oligocene-Miocene ice-sheet development 3.4.7.2.3 The Polar Ice Sheet (late Miocene(?)-Pleistocene) 3.4.7.3 East Antarctic Margin - Sabrina Coast 3.4.7.4 Wilkes Land margin and Georges V Land 3.5 Summary, future directions and challenges Acknowledgements References 4 Water masses, circulation and change in the modern Southern Ocean 4.1 Introduction 4.1.1 Defining the Southern Ocean 4.2 Water masses - characteristics and distribution 4.2.1 Upper ocean 4.2.2 Intermediate depth waters 4.2.3 Deep water 4.2.4 Bottom water 4.3 Southern Ocean circulation 4.3.1 Antarctic Circumpolar Current (ACC) 4.3.2 Southern Ocean meridional overturning circulation (SOMOC) 4.3.3 Deep western boundary currents 4.3.3.1 Pacific deep western boundary current 4.3.3.2 Indian deep western boundary currents 4.3.3.3 Atlantic deep western boundary current 4.3.4 Subpolar circulation - gyres, slope and coastal currents 4.3.4.1 Gyres 4.3.4.2 Antarctic slope and coastal currents 4.4 Modern Southern Ocean change 4.4.1 Climate change 4.4.2 Ocean change 4.4.3 Change in dynamics and circulation 4.5 Concluding remarks References 5 Advances in numerical modelling of the Antarctic ice sheet 5.1 Introduction and aims 5.2 Advances in ice sheet modelling 5.2.1 Grounding line physics 5.2.2 Adaptive grids 5.2.3 Parallel ice sheet model - PISM 5.2.4 Coupled models 5.3 Model input - bed data 5.4 Advances in knowledge of bed processes 5.5 Model intercomparison 5.6 Brief case studies 5.7 Future work References 6 The Antarctic Continent in Gondwana: a perspective from the Ross Embayment and Potential Research Targets for Future Investigations 6.1 Introduction 6.2 The Antarctic plate and the present-day geological setting of the Ross Embayment 6.3 East Antarctica 6.3.1 The Main Geological Units during the Paleoproterozoic-Early Neoproterozoic Rodinia Assemblage 6.3.2 From Rodinia breakup to Gondwana (c. 800-650 Ma) 6.3.3 The 'Ross Orogen' in the Transantarctic Mountains during the late Precambrian-early Paleozoic evolution of the paleo-Pacific margin of Gondwana (c. 600-450 Ma) 6.4 West Antarctic Accretionary System 6.4.1 West Antarctica in the Precambrian to Mesozoic (c. 180 Ma) evolution of Gondwana until the middle Jurassic breakup 6.4.1.1 Precambrian to Cambrian metamorphic basement 6.4.1.2 Devono-Carboniferous arc magmatism ('Borchgrevink Event') (c. 370-350 Ma) 6.4.1.3 Beacon Supergroup (Devonian-Permo-Triassic-earliest Jurassic) 6.4.1.4 The Ellsworth-Whitmore Mountains Terrane and the Permo-Triassic arc magmatism 6.4.1.5 Ferrar Supergroup and the Gondwana breakup (c. 180Ma) 6.4.1.6 The Antarctic Andean Orogen 6.5 Mesozoic to Cenozoic Tectonic Evolution of the Transantarctic Mountains 6.6 Tectonic evolution in the Ross Sea Sector during the Cenozoic 6.7 Concluding remarks, open problems and potential research themes for future geoscience investigations in Antarctica 6.7.1 Persistent challenges for onshore geoscience investigations 6.7.2 Antarctica and the Ross Orogen in the Transantarctic Mountains 6.7.3 Antarctica after Gondwana fragmentation Acknowledgements References 7 The Eocene-Oligocene boundary climate transition: an Antarctic perspective 7.1 Introduction 7.2 Background 7.2.1 Plate tectonic setting 7.2.2 Antarctic paleotopography 7.2.3 Paleoceanographic setting 7.2.4 Global average and regional sea level response 7.2.5 Proxies to reconstruct past Antarctic climatic and environmental evolution 7.2.6 Far-field proxies 7.3 Antarctic Sedimentary Archives 7.3.1 Land-based outcrops 7.3.1.1 Antarctic Peninsula Region 7.3.1.2 King George (25 de Mayo) Island, South Shetland Islands 7.3.1.3 The Ross Sea Region 7.3.2 Sedimentary archives from drilling on the Antarctic Margin 7.3.2.1 Drill cores in the western Ross Sea 7.3.2.2 The Prydz Bay Region 7.3.2.3 Weddell Sea 7.3.2.4 Wilkes Land 7.4 Summary of climate signals from Antarctic sedimentary archives 7.4.1 Longer-term changes 7.4.2 The climate of the Eocene-Oligocene transition 7.5 The global context of Earth and climate system changes across the EOT 7.5.1 Climate modelling 7.5.2 Relative sea-level change around Antarctica 7.6 Summary 7.6.1 Early-middle Eocene polar warmth 7.6.2 Late Eocene cooling 7.6.3 Eocene-Oligocene transition Acknowledgements References 8 Antarctic Ice Sheet dynamics during the Late Oligocene and Early Miocene: climatic conundrums revisited 8.1 Introduction 8.2 Oligocene-Miocene Transition in Antarctic geological records and its climatic significance 8.3 Conundrums revisited 8.3.1 What caused major transient glaciation of Antarctica across the OMT? 8.3.2 Apparent decoupling of Late Oligocene climate and ice volume? 8.4 Concluding remarks Acknowledgements References 9 Antarctic environmental change and ice sheet evolution through the Miocene to Pliocene - a perspective from the Ross Sea and George V to Wilkes Land Coasts 9.1 Introduction 9.1.1 Overview and relevance 9.1.2 Far-field records of climate and ice sheet variability 9.1.2.1 The Early Miocene 9.1.2.2 The mid-Miocene 9.1.2.3 The Late Miocene 9.1.2.4 The Pliocene 9.1.3 Southern Ocean Paleogeography and Paleoceanography 9.1.4 Land elevation change and influences on Antarctic Ice Sheet evolution 9.2 Records of Miocene to Pliocene climate and ice sheet variability from the Antarctic margin 9.2.1 Introduction to stratigraphic records 9.2.2 George V Land to Wilkes Land Margin 9.2.2.1 Geological setting 9.2.2.2 Oceanography of the Adelie coast 9.2.2.3 Seismic stratigraphy off the George V Land to Wilkes Land Margin 9.2.2.4 Drill core records from the George V Land to Wilkes Land Margin 9.2.2.5 Neogene history of the George V Land to Wilkes Land margin 9.2.3 The Ross Sea Embayment and Southern Victoria Land 9.2.3.1 Geological setting 9.2.3.2 Oceanography and climate in the Ross Sea Region 9.2.3.3 Seismic stratigraphic records in the Ross Sea 9.2.3.4 Stratigraphic records from drill cores in the Ross Sea 9.2.3.5 Terrestrial records from Southern Victoria Land 9.2.3.6 Neogene history in the Ross Sea Region 9.3 Numerical modelling 9.3.1 Miocene

Note: CONTENTS PREFACE 1 Introduction: Matter, Energy, and Measurement 1.1 The Study of Chemistry The Atomic and Molecular Perspective of Chemistry Why Study Chemistry? 1.2 Classifications of Matter States of Matter Pure Substances Elements Compounds Mixtures 1.3 Properties of Matter Physical and Chemical Changes Separation of Mixtures 1.4 The Nature of Energy Kinetic Energy and Potential Energy 1.5 Units of Measurement SI Units Length and Mass Temperature Derived SI Units Volume Density Units of Energy 1.6 Uncertainty in Measurement Precision and Accuracy Significant Figures Significant Figures in Calculations 1.7 Dimensional Analysis Conversion Factors Using Two or More Conversion Factors Conversions Involving Volume Chapter Summary and Key Terms Learning Outcomes Key Equations Exercises Additional Exercises Chemistry Put to Work Chemistry and the Chemical Industry A Closer Look: The Scientific Method Chemistry Put to Work: Chemistry in the News Strategies for Success: Estimating Answers Strategies for Success: The Importance of Practice Strategies for Success: The Features of This Book 2 Atoms, Molecules, and Ions 2.1 The Atomic Theory of Matter 2.2 The Discovery of Atomic Structure Cathode Rays and Electrons Radioactivity The Nuclear Model of the Atom 2.3 The Modern View of Atomic Structure Atomic Numbers, Mass Numbers, and Isotopes 2.4 Atomic Weights The Atomic Mass Scale Atomic Weight 2.5 The Periodic Table 2.6 Molecules and Molecular Compounds Molecules and Chemical Formulas Molecular and Empirical Formulas Picturing Molecules 2.7 Ions and Ionic Compounds Predicting Ionic Charges Ionic Compounds 2.8 Naming Inorganic Compounds Names and Formulas of Ionic Compounds Names and Formulas of Acids Names and Formulas of Binary Molecular Compounds 2.9 Some Simple Organic Compounds Alkanes Some Derivatives of Alkanes Chapter Summary and Key Terms Learning Outcomes Key Equations Exercises Additional Exercises A Closer Look Basic Forces A Closer Look The Mass Spectrometer Chemistry and Life Elements Required by Living Organisms Strategies for Success: How to Take a Test 3 Chemical Reactions and Stoichiometry 3.1 The Conservation of Mass, Chemical Equations, and Stoichiometry How to Balance Chemical Equations A Step-by-Step Example of Balancing a Chemical Equation 3.2 Simple Patterns of Chemical Reactivity: Combination, Decomposition, and Combustion Combination and Decomposition Reactions Combustion Reactions 3.3 Formula Weights and Elemental Compositions of Substances Formula and Molecular Weights Elemental Compositions of Substances 3.4 Avogadro's Number and the Mole; Molar Mass The Mole and Avogadro's Number Molar Mass Converting Between Masses, Moles, and Atoms/Molecules/Ions 3.5 Formula Weights and Elemental Compositions of Substances Molecular Formulas from Empirical Formulas Combustion Analysis 3.6 Reaction Stoichiometry 3.7 Limiting Reactants Theoretical and Percent Yields Chapter Summary and Key Terms Learning Outcomes Key Equations Exercises Additional Exercises Integrative Exercises Design an Experiment Strategies for Success: Problem Solving Chemistry and Life: Glucose Monitoring Strategies for Success: Design an Experiment 4 Reactions in Aqueous Solution 4.1 General Properties of Aqueous Solutions Electrolytes and Nonelectrolytes How Compounds Dissolve in Water Strong and Weak Electrolytes 4.2 Precipitation Reactions Solubility Guidelines for Ionic Compounds Exchange (Metathesis) Reactions Ionic Equations and Spectator Ions 4.3 Acids, Bases, and Neutralization Reactions Acids Bases Strong and Weak Acids and Bases Identifying Strong and Weak Electrolytes Neutralization Reactions and Salts Neutralization Reactions with Gas Formation 4.4 Oxidation-Reduction Reactions Oxidation and Reduction Oxidation Numbers Oxidation of Metals by Acids and Salts The Activity Series 4.5 Concentrations of Solutions Molarity Expressing the Concentration of an Electrolyte Interconverting Molarity, Moles, and Volume Dilution 4.6 Solution Stoichiometry and Chemical Analysis Titrations Chapter Summary and Key Terms Learning Outcomes Key Equations Exercises Additional Exercises Integrative Exercises Design an Experiment Chemistry Put to Work Antacids Strategies for Success Analyzing Chemical Reactions 5 Thermochemistry 5.1 The Nature of Chemical Energy 5.2 The First Law of Thermodynamics System and Surroundings Internal Energy Relating Δf to Heat and Work Endothermic and Exothermic Processes State Functions 5.3 Enthalpy Pressure-Volume Work Enthalpy Change 5.4 Enthalpies of Reaction 5.5 Calorimetry Heat Capacity and Specific Heat Constant-Pressure Calorimetry Bomb Calorimetry (Constant-Volume Calorimetry) 5.6 Hess's Law 5.7 Enthalpies of Formation Using Enthalpies of Formation to Calculate Enthalpies of Reaction 5.8 Bond Enthalpies Bond Enthalpies and the Enthalpies of Reactions 5.9 Foods and Fuels Foods Fuels Other Energy Sources Chapter Summary and Key Terms Learning Outcomes Key Equations Exercises Additional Exercises Integrative Exercises Design an Experiment A Closer Look: Energy, Enthalpy, and P-V Work A Closer Look: Using Enthalpy as a Guide Chemistry and Life: The Regulation of Body Temperature Chemistry Put to Work: The Scientific and Political Challenges of Biofuels 6 Electronic Structure of Atoms 6.1 The Wave Nature of Light 6.2 Quantized Energy and Photons Hot Objects and the Quantization of Energy The Photoelectric Effect and Photons 6.3 Line Spectra and the Bohr Model Line Spectra Bohr's Model The Energy States of the Hydrogen Atom Limitations of the Bohr Model 6.4 The Wave Behavior of Matter The Uncertainty Principle 6.5 Quantum Mechanics and Atomic Orbitals Orbitals and Quantum Numbers 6.6 Representations of Orbitals The s Orbitals The p Orbitals The d and f Orbitals 6.7 Many-Electron Atoms Orbitals and Their Energies Electron Spin and the Pauli Exclusion Principle 6.8 Electron Configurations Hund's Rule Condensed Electron Configurations Transition Metals The Lanthanides and Actinides 6.9 Electron Configurations and the Periodic Table Anomalous Electron Configurations Chapter Summary and Key Terms Learning Outcomes Key Equations Exercises Additional Exercises Integrative Exercises Design an Experiment A Closer Look: Measurement and the Uncertainty Principle A Closer Look: Thought Experiments and Schrödinger's Cat A Closer Look: Probability Density and Radial Probability Functions Chemistry and Life Nuclear Spin and Magnetic Resonance Imaging 7 Periodic Properties of the Elements 7.1 Development of the Periodic Table 7.2 Effective Nuclear Charge 7.3 Sizes of Atoms and Ions Periodic Trends in Atomic Radii Periodic Trends in Ionic Radii 7.4 Ionization Energy Variations in Successive Ionization Energies Periodic Trends in First Ionization Energies Electron Configurations of Ions 7.5 Electron Affinity Periodic Trends in Electron Affinity 7.6 Metals, Nonmetals, and Metalloids Metals Nonmetals Metalloids 7.7 Trends for Group 1 and Group 2 Metals Group 1: The Alkali Metals Group 2: The Alkaline Earth Metals 7.8 Trends for Selected Nonmetals Hydrogen Group 16: The Oxygen Group Group 17: The Halogens Group 18: The Noble Gases Chapter Summary and Key Terms Learning Outcomes Key Equations Exercises Additional Exercises Integrative Exercises Design and Experiment A Closer Look: Effective Nuclear Charge Chemistry Put to Work: Ionic Size and Lithium-Ion Batteries Chemistry and Life: The Improbable Development of Lithium Drugs 8 Basic Concepts of Chemical Bonding 8.1 Lewis Symbols and the Octet Rule Lewis Symbols The Octet Rule 8.2 Ionic Bonding Energetics of Ionic Bond Formation Electron Configurations of Ions of the s- and p-Block Elements Transition Metal Ions 8.3 Covalent Bonding Lewis Structures Multiple Bonds 8.4 Bond Polarity and Electronegativity Electronegativity Electronegativity and Bond Polarity Dipole Moments Comparing Ionic and Covalent Bonding 8.5 Drawing Lewis Structures Formal Charge and Alternative Lewis Structures 8.6 Resonance St

Note: ОГЛАВЛЕНИЕ ВВЕДЕНИЕ 1. ГОСУДАРСТВЕННЫЙ ПРИРОДНЫЙ ЗАПОВЕДНИК «УСТЬ-ЛЕНСКИЙ)): СТРУКТУРА И ФИЗИКО-ГЕОГРАФИЧЕСКИЕ УСЛОВИЯ 2. КОНСПЕКТ ФЛОРЫ ОКРЕСТНОСТЕЙ МБС "ЛЕНА-НОРДЕНШЕЛЬД" З. РЕЗУЛЬТАТЫ ИССЛЕДОВАНИЙ ФЛОРЫ И ИХ ОБСУЖДЕНИЕ 4. СЕРГЕЙ ВЛАДИМИРОВИЧ ЛАРИОНОВ (1957-1995) БИБЛИОГРАФИЧЕСКИЙ СПИСОК , TABLE OF CONTENTS INTRODUCTION 1. STATE NATURE RESERVE "UST-LENSKY": STRUCTURE AND PHYSICAL AND GEOGRAPHICAL CONDITIONS 2. ABSTRACT OF THE FLORA OF THE SURROUNDINGS OF MBS "LENA-NORDENSHELD" 3. RESULTS OF STUDIES OF FLORA AND THEIR DISCUSSION 4. SERGEY VLADIMIROVICH LARIONOV (1957-1995) REFERENCES

Note: Dissertation, Universität Potsdam, 2021 , Contents List of Figures List of Tables I Preamble 1 Introduction 1.1.1 The Journey from Weather to Climate 1.1.2 The Climate Background 1.1.3 Pollen as Quantitative Indicators of Past Changes 1.2 Overview and Aims of Manuscripts 1.2.1 List of Manuscripts 1.2.2 Short Summaries of the Manuscripts 1.3 Author Contributions to the Manuscripts II Manuscripts 2 Comparing estimation of techniques for temporal Scaling 2.1 Introduction 2.2 Data and Methods 2.2.1 Scaling estimation methods 2.2.2 Evaluation of the estimators 2.2.3 Data 2.3 Results 2.3.1 Effect of Regular and Irregular Sampling 2.3.2 Effect of Time series length 2.3.3 Application to database 2.4 Discussion 2.5 Conclusions 3 Land temperature variability driven by oceans at millennial timescales 4 Variability of surface climate in simulations of past and future 4.1 Introduction 4.2 Data and Method 4.2.1 Model simulations 4.2.2 The Last Glacial Maximum experiment 4.2.3 The mid Holocene experiment (midHolocene) 4.2.4 The warming experiments 1pctCO2 and abrupt4xCO2 4.2.5 Preprocessing of model simulations 4.2.6 Comparisons across the ensemble 4.2.7 Diagnosing variability changes 4.2.8 Changes in precipitation extremes 4.2.9 Timescale-dependence of the variability changes 4.3 Results 4.3.1 Hydrological sensitivity across the ensemble 4.3.2 Changes in local interannual variability 4.3.3 Changes in modes of variability 4.3.4 Circulation patterns underlying extratropical precipitation extremes 4.3.5 Changes in. the spectrum of variability 4.4 Discussion 4.4.1 Changes in climate variability with global mean temperature 4.4.2 Temperature vs. precipitation scaling 4.4.3 Comparison to climate reconstructions and observations 4.4.4 Limitations 4.5 Conclusions 5 Holocene vegetation variability in the Northern Hemisphere 5.1 Introduction 5.2 Data and Methods 5.2.1 Pollen Database 5.2.2 Principal Component Analysis 5.2.3 Timescale-dependent Estimates of Variability 5.2.4 Biome Classification 5.3 Results 5.3.1 General Vegetation Variability Analysis 5.3.2 Comparison of Forested and Open Land Vegetations 5.3.3 Comparison of Broadleaf and Needleleaf Fore ts 5.3.4 Comparison of Temperate and Boreal Coniferous Forests 5.3.5 Comparison of Evergreen and Deciduous Boreal Forests 5.4 Discussion 5.5 Conclusion III Postamble 6 General discussion and conclusion 6.1 Overview 6.2 Timescale-Dependent Estimates of Variability 6.3 Climate and Vegetation Variabilities in the Holocene 6.4 Implications for the 21th Century 6.5 Outlook IV Appendix A Supplementary figures from "Comparing estimation techniques for temporal scaling in paleo-climate timeseries" A.1 Block Average Results A.2 First-Order Correction for the Effect of Interpolation A.3 Change in Bias and Standard Deviation B Methods and supplementary information from "Land temperature variability driven by oceans at millennial timescales" B.1 Methods B.1.1 Reconstructions B.1.2 Significance Testing B.1.3 Testing for Anthropogenic Impacts B.1.4 Instrumental Data B.1.5 Model Data B.1.6 Spectral Estimates B.1.7 Variance Ratios B.1.8 Sub-Decadal Variability Binning B.1.9 Correlation B.1.10 Moran's I B.2 Supplementary Information B.2.1 Tree Ring Data Analysis B.2.2 Energy-Balance Equations B.3 Extended Data Figures C Supplementary figures from "Variability of surface climate in simulations of past and future" D Supplementary figures from "Characterization of holocene vegetation variability in the Northern Hemisphere" Bibliography

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 Cryosphere and Cryospheric Science 2 Classification and Geographical Distribution of Cryosphere 3 Formation and Development of the Cryosphere 4 Physical Properties of the Cryosphere 5 Chemical Characteristics of the Cryosphere 6 Climatic and Environmental Record in Cryosphere 7 Cryospheric Evolutions at Different Time Scales 8 Interactions Between Cryosphere and the Other Spheres 9 Cryosphere Change Impact, Adaptation and Sustainable Development 10 Field Observations and Measurements for Cryospheric Science References

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

Note: Contents 1 Introduction 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 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 List of Abbreviations List of Symbols Part A Basics of Atmospheric Measurement Techniques 1 Introduction to Atmospheric Measurements / Thomas Foken, Frank Beyrich, Volker Wulfmeyer 1.1 Measuring Meteorological Elements 1.2 History 1.3 The Structure of the Atmosphere 1.4 Devices, Systems, and Typical Specifications 1.5 Applications 1.6 Future Developments 1.7 Further Reading References 2 Principles of Measurements / Wolfgang Foken 2.1 Basics of Measurements 2.2 History 2.3 Errors in Measurement 2.4 Regression Analysis 2.5 Time Domain and Frequency Domain for Signals and Systems 2.6 Dynamics of Measuring Systems 2.7 Analog and Digital Signal Processing 2.8 Hardware for Digital Measurement Systems 2.9 Further Reading References 3 Quality Assurance and Control / Cove Sturtevant, Stefan Metzger, Sascha Nehr, Thomas Foken 3.1 Principles and Definition 3.2 History 3.3 Elements of Quality Management 3.4 Application 3.5 Future Developments 3.6 Further Reading References 4 Standardization in Atmospheric Measurements / Simon Jäckel, Annette Borowiak, Brian Stacey 4.1 Background and Definitions 4.2 History 4.3 Principles and Procedures 4.4 Standardization in the Field of Atmospheric Measurements 4.5 Future Developments 4.6 Further Reading References 5 Physical Quantities / Thomas Foken, Olaf Hellmuth, Bernd Huwe, Dietrich Sonntag 5.1 Selection of Parameters 5.2 History and Thermodynamic Standards 5.3 Units and Constants 5.4 Parameters of Air, Water Vapor, Water, and Ice 5.5 Parameterization of Optical Properties of Clouds 5.6 Absorption Coefficients for Water Vapor, Ozone, and Carbon Dioxide 5.7 Parameters of Soil 5.8 Time and Astronomical Quantities 5.9 Tables in Other Chapters 5.10 Future Developments 5.11 Further Reading References Part B In situ Measurement Techniques 6 Ground-Based Platforms / Olaf Kolle, Norbert Kalthoff, Christoph Kottmeier, J. William Munger 6.1 Principles of Platforms 6.2 History 6.3 Theory 6.4 Platforms and Sensor Installations 6.5 Specification 6.6 Quality Control and Safety 6.7 Maintenance 6.8 Applications 6.9 Future Developments 6.10 Further Reading References 7 Temperature Sensors / Thomas Foken, Jens Bange 7.1 Measurement Principles and Parameters 7.2 History 7.3 Theory 7.4 Devices and Systems 7.5 Specifications 7.6 Quality Control 7.7 Maintenance 7.8 Applications. 7.9 Future Developments 7.10 Further Reading References 8 Humidity Sensors / Dietrich Sonntag, Thomas Foken, Holger Vömel, Olaf Hellmuth 8.1 Measurement Principles and Parameters 8.2 History 8.3 Theory 8.4 Devices and Systems 8.5 Specifications 8.6 Quality Control 8.7 Maintenance 8.8 Application 8.9 Future Developments 8.10 Further Readings References 9 Wind Sensors / Thomas Foken, Jens Bange 9.1 Measurement Principles and Parameters 9.2 History 9.3 Theory 9.4 Devices and Systems 9.5 Specifications 9.6 Quality Control 9.7 Maintenance 9.8 Application 9.9 Future Developments 9.10 Further Reading References 10 Pressure Sensors / Anni Torri, Thomas Foken, Jens Bange 10.1 Measurement Principles and Parameters 10.2 History 10.3 Theory 10.4 Devices and Systems 10.5 Specifications 10.6 Quality Control 10.7 Maintenance 10.8 Application 10.9 Future Developments 10.10 Further Reading References 11 Radiation Sensors / Klaus Behrens 11.1 Measurement Principles and Parameters 11.2 History 11.3 Theory 11.4 Devices and Systems 11.5 Specifications 11.6 Quality Control 11.7 Maintenance 11.8 Applications 11.9 Future Developments 11.10 Further Reading References 12 In-situ Precipitation Measurements / Arianna Cauteruccio, Matteo Colli, Mattia Stagnaro, Luca G. Lanza, Emanuele Vuerich 12.1 Measurement Principles and Parameters 12.2 History 12.3 Theory 12.4 Devices and Systems 12.5 Specifications 12.6 Quality Control, Uncertainty, and Calibration 12.7 Maintenance 12.8 Application 12.9 Future Developments 12.10 Further Reading References 13 Visibility Sensors / Martin Löffler-Mang, Klaus Heyn 13.1 Measurement Principles and Parameters 13.2 History 13.3 Theory 13.4 Devices and Systems 13.5 Specifications 13.6 Quality Control 13.7 Maintenance 13.8 Application 13.9 Future Developments 13.10 Further Reading References 14 Electricity Measurements / Giles Harrison, Alec Bennett 14.1 Measurement Principles and Parameters 14.2 History 14.3 Theory 14.4 Devices and Systems 14.5 Specifications 14.6 Quality Control 14.7 Maintenance 14.8 Applications 14.9 Future Developments 14.10 Further Reading References 15 Radioactivity Sensors / Jacqueline Bieringer, Thomas Steinkopff, Ulrich Stöhlker 15.1 Measurement Principles and Parameters 15.2 History 15.3 Theory 15.4 Devices and Systems 15.5 Specifications 15.6 Quality Control 15.7 Maintenance 15.8 Application 15.9 Future Developments 15.10 Further Reading References 16 Gas Analysers and Laser Techniques / Dwayne Heard, Lisa K. Whalley, Steven S. Brown 16.1 Measurement Principles and Parameters 16.2 History 16.3 Theory 16.4 Devices and Systems 16.5 Specifications 16.6 Quality Control 16.7 Maintenance 16.8 Applications 16.9 Future Developments 16.10 Further Reading References 17 Measurement of Stable Isotopes in Carbon Dioxide, Methane, and Water Vapor / Ingeborg Levin, Matthias Cuntz 17.1 Measurement Principles and Parameters 17.2 History of Stable Isotope Measurements in Atmospheric CO2, CH4 and H2O 17.3 Theory 17.4 Devices and Systems 17.5 Specifications 17.6 Quality Control 17.7 Maintenance 17.8 Application 17.9 Future Developments 17.10 Further Readings References 18 Measurement of Fundamental Aerosol Physical Properties / Andreas Held, Alexander Mangold 18.1 Measurement Principles and Parameters 18.2 History 18.3 Theory 18.4 Devices and Systems 18.5 Specifications 18.6 Quality Control 18.7 Maintenance 18.8 Application 18.9 Future Developments 18.10 Further Reading References 19 Methods of Sampling Trace Substances in Air / Christopher Pöhlker, Karsten Baumann, Gerhard Lammel 19.1 Measurement Principles and Parameters 19.2 History 19.3 Theory 19.4 Devices and Systems 19.5 Specifications 19.6 Quality Control 19.7 Maintenance 19.8 Application 19.9 Future Developments 19.10 Further Reading References 20 Optical Fiber-Based Distributed Sensing Methods / Christoph K. Thomas, John Selker 20.1 Measurement Principles and Parameters 20.2 History 20.3 Theory 20.4 Devices 20.5 Specifications 20.6 Quality Control 20.7 Maintenance 20.8 Applications 20.9 Future Developments 20.10 Further Reading References 21 Odor Measurements / Ralf Petrich, Axel Delan 21.1 Measurement Principles and Parameters 21.2 History 21.3 Theory 21.4 Devices and Systems 21.5 Specifications 21.6 Quality Control 21.7 Maintenance 21.8 Application 21.9 Future Developments 21.10 Further Readings References 22 Visual Observations / Thomas Foken, Raymond Rülke 22.1 Principles of Visual Observations 22.2 History 22.3 Theory 22.4 Observed Parameters 22.5 Quality Control 22.6 Application 22.7 Future Developments 22.8 Further Readings References Part C Remote-Sensing Techniques (Ground-Based) 23 Sodar and RASS / Stefan Emeis 23.1 Measurement Principles and Parameters 23.2 History 23.3 Theory 23.4 Devices and Systems 23.5 Specifications 23.6 Quality Control 23.7 Maintenance 23.8 Applications 23.9 Future Developments 23.10 Further Reading References 24 Backscatter Lidar for Aerosol and Cloud Profiling / Christoph Ritter, Christoph Münkel 24.1 Measurement Prinziples and Parameters 24.2 History 24.3 Theory 24.4 Devices and Systems 24.5 Specifications 24.6 Quality Control 24.7 Maintenance 24.8 Applications 24.9 Further Reading References 25 Raman Lidar for Water-Vapor and Temperature Profiling / Volker Wulfmeyer, Andreas Behrendt 25.1 Measurement Principles and Parameters 25.2 History 25.3 Theory 25.4 Devices and Systems 25.5 Specifications 25.6 Quality Control 25.7 Maintenance 25.8 Applications 25.9 Future Developments 25.10 Further Reading References 26 Water Vapor Differential Absorption Lidar / Scott M. Spuler, Matthew Hayman, Tammy M. Weckwerth 26.1 Measurement Principles and Param

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 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: Intro Contents Preface 1. The water in the oceans 2. Density and density flows 3. Ocean waves 4. Flow in the oceans 5. The tides 6. Stratification and fronts in shelf seas 7. Light in the oceans 8. Biology of the oceans 9. Chemistry of the oceans 10. Primary production in the oceans 11. Ocean food webs 12. Biology at the ocean extremes 13 Changing oceans 14. Sampling the oceans Glossary Further Reading

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 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 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 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 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 Part I Pigments and Pigment Organelles 1 Pigments in Insects / Ryo Futahashi and Mizuko Osanai-Futahashi 2 Melanins in Vertebrates / Kazumasa Wakamatsu and Shosuke Ito 3 Body Color Expression in Birds / Toyoko Akiyama and Keiji Kinoshita 4 Pigments in Teleosts and their Biosynthesis / Tetsuaki Kimura 5 Bioluminescence and Pigments / José Paitio and Yuichi Oba Part II Pigment Cell and Patterned Pigmentation 6 Development of Melanin-Bearing Pigment Cells in Birds and Mammals / Heinz Arnheiter and Julien Debbache 7 Pigment Cell Development in Teleosts / Hisashi Hashimoto, Makoto Goda, and Robert N. Kelsh 8 Pigment Patterning in Teleosts / Jennifer Owen, Christian Yates, and Robert N. Kelsh 9 Theoretical Studies of Pigment Pattern Formation / Seita Miyazawa, Masakatsu Watanabe, and Shigeru Kondo 10 Evolution of Pigment Pattern Formation in Teleosts / David M. Parichy and Yipeng Liang 11 Mechanisms of Feather Structural Coloration and Pattern Formation in Birds / Shinya Yoshioka and Toyoko Akiyama 12 Mechanism of Color Pattern Formation in Insects / Yuichi Fukutomi and Shigeyuki Koshikawa Part III Color Changes 13 Physiological and Morphological Color Changes in Teleosts and in Reptiles / Makoto Goda and Takeo Kuriyama 14 Color Change in Cephalopods / Yuzuru Ikeda 15 Physiological and Biochemical Mechanisms of Insect Color Change Towards Understanding Molecular Links / Minoru Moriyama

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

Note: Contents 1 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 Analysis in Earth Sciences 1.1 Introduction 1.2 Data Collection 1.3 Types of Data 1.4 Methods of Data Analysis 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 Data Types in MATLAB 2.6 Data Storage and Handling 2.7 Control Flow 2.8 Scripts and Functions 2.9 Basic Visualization Tools 2.10 Generating Code to Recreate Graphics 2.11 Publishing and Sharing MATLAB Code 2.12 Creating Graphical User Interfaces Recommended Reading 3 Univariate Statistics 3.1 Introduction 3.2 Empirical Distributions 3.3 Examples of Empirical Distributions 3.4 Theoretical Distributions 3.5 Examples of Theoretical Distributions 3.6 Hypothesis Testing 3.7 The t-Test 3.8 The F-Test 3.9 The v2-Test 3.10 The Kolmogorov-Smirnov Test 3.11 Mann-Whitney Test 3.12 The Ansari-Bradley Test 3.13 Distribution Fitting 3.14 Error Analysis Recommended Reading 4 Bivariate Statistics 4.1 Introduction 4.2 Correlation Coefficients 4.3 Classical Linear Regression Analysis 4.4 Analyzing the Residuals 4.5 Bootstrap Estimates of the Regression Coefficients 4.6 Jackknife Estimates of the Regression Coefficients 4.7 Cross Validation 4.8 Reduced Major Axis Regression 4.9 Curvilinear Regression 4.10 Nonlinear and Weighted Regression 4.11 Classical Linear Regression of Log-Transformed Data Recommended Reading 5 Time-Series Analysis 5.1 Introduction 5.2 Generating Signals 5.3 Auto-Spectral and Cross-Spectral Analysis 5.4 Examples of Auto-Spectral and Cross-Spectral Analysis 5.5 Interpolating and Analyzing Unevenly-Spaced Data 5.6 Evolutionary Power Spectrum 5.7 Lomb-Scargle Power Spectrum 5.8 Wavelet Power Spectrum 5.9 Detecting Abrupt Transitions in Time Series 5.10 Aligning Stratigraphic Sequences 5.11 Nonlinear Time-Series Analysis (by N. Marwan) Recommended Reading 6 Signal Processing 6.1 Introduction 6.2 Generating Signals 6.3 Linear Time-Invariant Systems 6.4 Convolution, Deconvolution and Filtering 6.5 Comparing Functions for Filtering Data Series 6.6 Recursive and Nonrecursive Filters 6.7 Impulse Response 6.8 Frequency Response 6.9 Filter Design 6.10 Adaptive Filtering Recommended Reading 7 Spatial Data 7.1 Types of Spatial Data 7.2 The Global Geography Database GSHHG 7.3 The 1 Arc-Minute Gridded Global Relief Data ETOPO1 7.4 The 30 Arc-Seconds Elevation Model GTOPO30 7.5 The Shuttle Radar Topography Mission SRTM 7.6 Exporting 3D Graphics to Create Interactive Documents 7.7 Gridding and Contouring 7.8 Comparison of Methods and Potential Artifacts 7.9 Statistics of Point Distributions 7.10 Analysis of Digital Elevation Models (by R. Gebbers) 7.11 Geostatistics and Kriging (by R. Gebbers) Recommended Reading 8 Image Processing 8.1 Introduction 8.2 Data Storage 8.3 Importing, Processing and Exporting Images 8.4 Importing, Processing and Exporting LANDSAT Images 8.5 Importing and Georeferencing TERRA ASTER Images 8.6 Processing and Exporting EO-1 Hyperion Images 8.7 Digitizing from the Screen 8.8 Image Enhancement, Correction and Rectification 8.9 Color-Intensity Transects Across Varved Sediments 8.10 Grain Size Analysis from Microscope Images 8.11 Quantifying Charcoal in Microscope Images 8.12 Shape-Based Object Detection in Images 8.13 The Normalized Difference Vegetation Index Recommended Reading 9 Multivariate Statistics 9.1 Introduction 9.2 Principal Component Analysis 9.3 Independent Component Analysis (by N. Marwan) 9.4 Discriminant Analysis 9.5 Cluster Analysis 9.6 Multiple Linear Regression 9.7 Aitchison’s Log-Ratio Transformation Recommended Reading 10 Directional Data 10.1 Introduction 10.2 Graphical Representation of Circular Data 10.3 Empirical Distributions of Circular Data 10.4 Theoretical Distributions of Circular Data 10.5 Test for Randomness of Circular Data 10.6 Test for the Significance of a Mean Direction 10.7 Test for the Difference between Two Sets of Directions 10.8 Graphical Representation of Spherical Data 10.9 Statistics of Spherical Data Recommended Reading

Note: Contents About the editors Foreword 1 Introduction / Gerardo Di Martino and Antonio Iodice 1.1 Maritime surveillance 1.2 Synthetic aperture radar systems 1.2.1 SAR principles and main SAR missions 1.2.2 Coherent nature of SAR systems: polarimetry, interferometry, and speckle 1.3 Book organization 1.3.1 Part I: Models and techniques 1.3.2 Part II: Applications References Part I: Models and techniques 2 Scattering models / Daniele Riccio, Giuseppe Ruello, Pasquale Iervolino and Raffaella Guida 2.1 Introduction 2.2 Sea surface models 2.2.1 Spectral representation 2.2.2 First order representation 2.3 Electromagnetic scattering from the sea surface 2.4 Scattering models for a ship 2.4.1 RCS estimation of a canonical ship 2.4.2 RCS distribution 2.4.3 Uncertainty budget analysis 2.4.4 Model inaccuracy and validation References 3 Acquisition modes / Gerardo Di Martino, Antonio Iodice and Andrea Monti-Guarnieri 3.1 Introduction 3.2 Stripmap mode 3.3 Staring spotlight mode 3.4 Sliding spotlight mode 3.5 ScanSAR mode 3.6 TOPSAR mode 3.7 Wave mode 3.8 Experimental modes 3.8.1 Low-PRF mode 3.8.2 Coprime SAR 3.8.3 Compressive sensing SAR 3.8.4 Staggered SAR 3.9 Summary References 4 SAR polarimetry / Maurizio Migliaccio, Ferdinando Nunziata and Andrea Buono 4.1 Introduction 4.2 Polarimetric SARs 4.3 Radar polarimetry 4.4 Target scattering decomposition 4.5 Polarimetric sea surface scattering 4.6 Conclusions Acknowledgments List of acronyms References 5 Ambiguity problems and their mitigation / Gerardo Di Martino, Antonio Iodice and Domenico Velotto 5.1 Introduction 5.2 Azimuth ambiguity modeling 5.3 Azimuth ambiguity mitigation in single channel SAR images 5.3.1 Point-like targets 5.3.2 Distributed targets 5.4 Azimuth ambiguity mitigation in polarimetric SAR images 5.4.1 Method based on polarimetric analysis 5.4.2 Methods based on relation between channels 5.5 Summary Acknowledgments References Part II: Applications 6 Ship detection / Gui Gao, Sheng Gao, Juan He and Kazuo Ouchi 6.1 Introduction 6.2 Ship detection in single-channel SAR images 6.2.1 Sublook spectral analysis 6.2.2 CFAR 6.2.3 Adaptive threshold 6.3 Statistical models of sea clutter 6.3.1 Brief survey of state-of-the-art models 6.3.2 Several known models 6.4 Ship detection in multichannel SAR images 6.4.1 Brief survey on detection methods of conventional multipolarization 6.4.2 Several recent methods of conventional multipolarization 6.4.3 Brief survey on detection methods of compact polarization 6.4.4 Brief survey on detection methods of along-track interferometry References 7 Monitoring of intertidal areas and coastal habitats / Martin Gade 7.1 Introduction 7.2 Signatures of sea bottom topography 7.3 Monitoring of temporal changes 7.4 Derivation of roughness parameters 7.5 Detection of habitats 7.6 Archaeological surveys 7.7 Summary References 8 Sea ice and icebergs / Wolfgang Dierking 8.1 Introduction 8.2 Microwave response of ice 8.3 Operational sea ice mapping 8.3.1 Manual generation of ice charts 8.3.2 Toward automated segmentation and classification 8.3.3 Incidence angle sensitivity 8.3.4 Melting conditions 8.4 Advanced measurement techniques 8.4.1 Polarimetry 8.4.2 Multifrequency 8.4.3 Interferometry 8.5 Ice displacement and deformation 8.6 Icebergs 8.7 Validation 8.8 Conclusions Acknowledgments References 9 SAR oil spill imaging, interpretation and information retrieval techniques / Camilla Brekke and Cathleen E. Jones 9.1 Information items requested and gaps 9.2 Challenges 9.2.1 Polarization diversity 9.2.2 Imaging repeat interval 9.2.3 The weather window 9.2.4 Transport and weathering of oil pollutants 9.2.5 False alarms 9.3 Interpretation and modeling 9.3.1 Contrast drivers 9.3.2 Surface scattering models 9.3.3 Influence of instrument noise 9.4 Dark slick detection and characterization techniques 9.4.1 Slick detection and segmentation 9.4.2 Slick type discrimination 9.4.3 Slick transport and evolution 9.5 Concluding remarks and outlook Acknowledgments References 10 Joint use of SAR and collaborative signals / Raffaella Guida, Pasquale Iervolino and Maximilian Rodger 10.1 Interoperability opportunities in the maritime scenario 10.2 Collaborative signals 10.2.1 Automatic identification system (AIS) 10.2.2 Vessel monitoring system (VMS) 10.2.3 Long-range identification tracking (LRIT) 10.2.4 VHF data exchange system (VDES) 10.3 Applications 10.3.1 Ship detection and tracking 10.4 Main challenges References 11 Sea state and wind speed / Gerardo Di Martino and Antonio Iodice 11.1 Introduction 11.2 Sea surface statistical description 11.2.1 Sea surface waves 11.2.2 Sea surface modeled as a stochastic process 11.3 SAR images of the sea surface 11.4 Sea surface spectra retrieval using SAR images 11.5 Wind speed retrieval using SAR images 11.6 Concluding remarks and ocean monitoring further applications References Index

Note: Inhaltsverzeichnis Mitarbeiter*innen des Beirats Danksagung Kästen Tabellen Abbildungen Akronyme Zusammenfassung 1 Einleitung 2 Land als Schlüssel zur Nachhaltigkeit – ein systemischer Blick 2.1 Landressourcen unter Druck: Nutzungskonkurrenzen, Übernutzung, Degradation 2.1.1 Ausmaß und Trends der Degradation terrestrischer Ökosysteme 2.1.2 Treiber von Landdegradation und Folgen 2.1.3 Land Degradation Neutrality als Ziel internationaler Nachhaltigkeitspolitik 2.2 Das Trilemma der Landnutzung 2.2.1 Die Klimakrise 2.2.2 Die Krise des Ernährungssystems 2.2.3 Die Biodiversitätskrise 2.3 Zukunftsvision für einen nachhaltigen Umgang mit Land 2.3.1 Ein nachhaltiger Umgang mit Land: systemisch, synergistisch, solidarisch 2.3.2 Die Transformation zu einem nachhaltigen Umgang mit Land gestalten 3 Mehrgewinnstrategien für einen nachhaltigen Umgang mit Land 3.1 Renaturierung: Landbasierte CO2-Entfernung synergistisch gestalten 3.1.1 CO2-Senken: Ausgangssituation 3.1.1.1 CO2-Entfernung aus der Atmosphäre: Konzept und Definition 3.1.1.2 Landbasierte Ansätze zur CO2-Entfernung: Technologien, Potenziale und Begleitwirkungen 3.1.1.3 Die Rolle von Methoden der CO2-Entfernung in Klimaschutzszenarien 3.1.2 Grundsätze zur nachhaltigen CO2-Entfernung: Unsicherheiten beleuchten, Risiken begrenzen, Mehrgewinne beflügeln 3.1.3 Mehrgewinnstrategie „Renaturierung degradierter terrestrischer Ökosysteme" 3.1.3.1 Renaturierung als Strategie zur Revitalisierung von Ökosystemfunktionen 3.1.3.2 Wiederaufforstung 3.1.3.3 Renaturierung von Graslandökosystemen 3.1.3.4 Renaturierung von Mooren 3.1.3.5 Renaturierung im Fokus internationaler Nachhaltigkeitspolitik 3.1.3.6 Umsetzung von Renaturierungsmaßnahmen 3.1.3.7 Folgerungen zu Renaturierung 3.1.4 Handlungsempfehlungen 3.1.4.1 Handlungsempfehlungen für Maßnahmen zur Entfernung von CO2 3.1.4.2 Handlungsempfehlungen zur Renaturierung degradierter Ökosysteme 3.1.5 Forschungsempfehlungen 3.1.5.1 Forschungsempfehlungen: CO2-Entfernung 3.1.5.2 Forschungsempfehlungen: Renaturierung 3.2 Schutzgebietssysteme ausweiten und aufwerten 3.2.1 Ökosystemschutz: Probleme und Mehrgewinne 3.2.2 Internationale Ziele für den Ökosystemschutz 3.2.3 Die Ausweitung und Aufwertung von Schutzgebietssystemen als Mehrgewinnstrategie 3.2.3.1 Schutzgebietssysteme als Instrumente des Ökosystem- und Biodiversitätsschutzes 3.2.3.2 Mehrgewinne in Schutzgebietssystemen 3.2.3.3 Zielerreichung und künftige Ziele 3.2.3.4 Schutzgebietssysteme unter Druck: Treiber, Handlungsbedarfe, Barrieren und Akteure 3.2.3.5 Fokus indigene Völker und lokale Gemeinschaften: Hüter*innen der Ökosysteme 3.2.3.6 Fokus Landschaft: vernetzte Schutzgebietssysteme in einem integrierten Landschaftsansatz 3.2.3.7 Fokus Finanzierung von Schutzgebietssystemen 3.2.4 Folgerungen 3.2.5 Handlungsempfehlungen 3.2.6 Forschungsempfehlungen 3.3 Landwirtschaftssysteme diversifizieren 3.3.1 Heutige Landwirtschaftssysteme stoßen an die Grenzen 3.3.1.1 Industrielle Landwirtschaft: Beispiel EU 3.3.1.2 Ertragsarme Subsistenzlandwirtschaft und persistierende Ernährungsunsicherheit: Beispiel Subsahara-Afrika 3.3.1.3 Wirkung des internationalen Agrarhandels auf Resilienz gegenüber Krisen und nachhaltige Entwicklung: Die Beispiele EU und Subsahara-Afrika 3.3.2 Mehrgewinnstrategien zur Diversifizierung von Landwirtschaftssystemen 3.3.2.1 Zielbild und Grundsätze 3.3.2.2 Ökologisierung der industriellen Landwirtschaft in der EU 3.3.2.3 Landwirtschaftliche Produktivität in Subsahara-Afrika nachhaltig steigern, Klimaanpassung und Ernährungssicherung erreichen 3.3.2.4 Ausrichtung des Agrarhandels auf Resilienz und Nachhaltigkeit 3.3.2.5 Ökologisierung versus Intensivierung und die Messung der Treibhausgase: Eine Einordnung 3.3.2.6 Komponenten der Mehrgewinnstrategien 3.3.3 Handlungsempfehlungen 3.3.3.1 Handlungsempfehlungen für die Ökologisierung der industriellen Landwirtschaft der EU und die GAP nach 2020 3.3.3.2 Handlungsempfehlungen für Subsahara-Afrika und für die Entwicklungszusammenarbeit 3.3.3.3 Handlungsempfehlungen zum Handel 3.3.4 Forschungsempfehlungen 3.3.4.1 Forschungsempfehlungen zur EU 3.3.4.2 Forschungsempfehlungen zur Landnutzung in Subsahara-Afrika 3.3.4.3 Forschungsempfehlungen zum Handel. 3.4 Die Transformation der tierproduktlastigen Ernährungsstile in den Industrieländern vorantreiben 3.4.1 Problemstellung: Das globale Ernährungssystem 3.4.1.1 Definition und Entwicklung des Ernährungssystems 3.4.1.2 Auswirkungen des Ernährungssystems 3.4.1.3 Ernährungsstile 3.4.1.4 Treiber für die Missstände im Ernährungssystem 3.4.2 Transformation des Ernährungssystems durch Transformation von Ernährungsstilen 3.4.2.1 Potenziale auf Seiten der Nachfrage 3.4.2.2 Zielbild: Mehrgewinn durch die Transformation tierproduktlastiger Ernährungsstile in den Industrieländern 3.4.3 Eine Frage des Bewusstseins? Von den vielfältigen Bedingungen der Entwicklung und Veränderung von Ernährungsstilen 3.4.3.1 Ernährungsstile und Konzerninteressen global betrachtet 3.4.3.2 Einflüsse auf die Entwicklung von Ernährungsstilen 3.4.3.3 Nahrungsaufnahme als soziale Situation 3.4.3.4 Brüche in der Ernährungsbiografie und Wertewandel im Ernährungsstil 3.4.3.5 Kontext und Ressourcen als mögliche Ansatzpunkte für Veränderung von Ernährungsstilen 3.4.3.6 Fazit: normative nachhaltige Orientierung in der Gemeinschaftsverpflegung als besonderer Transformationsauslöser 3.4.4 Ansatzpunkte zur Stärkung der Transformation von Ernährungsstilen 3.4.4.1 Steuerung mit Spielräumen zur Achtung von Eigenart 3.4.4.2 Transformation durch wahre Preise und nachhaltiges Angebot 3.4.4.3 Vielfältige Nuclei der Transformation 3.4.4.4 Transformationspotenzial durch Stärkung von Wissensressourcen (Siegel und Leitlinien) 3.4.4.5 Transformationsansätze in der Gemeinschaftsverpflegung: Hebung mehrfachen Transformationspotenzials 3.4.5 Handlungsempfehlungen 3.4.5.1 Nachhaltige Ernährung durch mit der Planetary Health Diet konforme Leitlinien konsequent zur Norm erheben 3.4.5.2 Den Trend zu tierproduktarmer Ernährung unterstützen und Ernährungsbiografien nachhaltig prägen 3.4.5.3 Konsument*innen darin unterstützen, nachhaltige Ernährungsstile zu praktizieren 3.4.5.4 „Gesunden Handel“ national und international fördern 3.4.6 Forschungsempfehlungen 3.4.6.1 Transformative Forschung zur Stärkung nachhaltiger Ernährungsstile 3.4.6.2 Bestehende Forschungsprogramme im Ernährungsbereich um nachhaltige Aspekte erweitern 3.5 Bioökonomie verantwortungsvoll gestalten und dabei Holzbau fördern 3.5.1 Probleme und Potenziale der verstärkten Nutzung biologischer Ressourcen 3.5.2 Zielbild und wichtige Handlungsfelder für eine nachhaltige Bioökonomie 3.5.2.1 Zielbild einer nachhaltigen Bioökonomie 3.5.2.2 Wichtige Handlungsfelder für eine nachhaltige Bioökonomie 3.5.3 Mehrgewinnstrategie Holzbau 3.5.3.1 Potenziale des Holzbaus als Ergänzung und Alternative zu konventionellen Bauweisen 3.5.3.2 Bestehende Instrumente zur Förderung des Holzbaus 3.5.4 Handlungsempfehlungen 3.5.4.1 Handlungsempfehlungen für Holzbau 3.5.4.2 Handlungsempfehlungen für Bioökonomie insgesamt 3.5.5 Forschungsempfehlungen 3.5.5.1 Forschungsempfehlungen zum Holzbau 3.5.5.2 Forschungsempfehlungen für Bioökonomie insgesamt 3.6 Zusammenspiel und Umsetzung von Mehrgewinnstrategien 3.6.1 Zusammenspiel zwischen Mehrgewinnstrategien: Beispiele 3.6.2 Umsetzung von Mehrgewinnstrategien im Kontext des integrierten Landschaftsansatzes 4 Transformative Governance für einen solidarischen Umgang mit Land 4.1 Pionier*innen des Wandels: Akteure zur Verantwortungsübernahme ermächtigen 4.1.1 Möglichkeiten und Grenzen eines nachhaltigen solidarischen Konsums 4.1.2 Pionier*innen des Wandels in wirkmächtigen Rollen 4.1.3 Empfehlungen zur Förderung von solidarischem Konsum und von Nischenakteuren in der Landwende 4.2 Gestaltender Staat: Rahmenbedingungen für den solidarischen Umgang mit Land schaffen 4.2.1 Nachhaltiges Verhalten belohnen, Umweltschäden bepreisen: Anreiz- und Preisinstrumente 4.2.2 Nachhaltigkeit einfordern: freiwillige und

Note: Contents: Introduction Section I - Arctic Seas 1 Loss of Sea Ice 2 Rising Sea Surface Temperatures 3 Changes in Ocean Circulation Patterns 4 Sea Level Change 5 Impacts of Ocean Acidification on Arctic Marine Ecosystems 6 Impacts of Chemical Pollution on Marine Ecosystems 7 Impacts of Overfishing in Arctic and Sub-Arctic Waters 8 Impacts of Global Shipping to Arctic Ocean Ecosystems Section II Arctic ice 9 Decline in Arctic glaciers Section III Arctic Lands 10 Greenland Ice Sheet 11 Changes in terrestrial environments 12 Impacts of global change 13 Impacts of oil and mineral extraction Section IV Arctic people 14 Impacts of permafrost degradation 15 Threats to native ways of life 16 Changing political landscape of the Arctic Index

Note: Dissertation, Universität Potsdam, 2021 , Table of Contents Abstract Zusammenfassung List of Figures List of Tables Abbreviations 1 Introduction 1.1 Scientific background and motivation 1.1.1 Permafrost and climate change 1.1.2 Permafrost thaw and disturbances 1.1.3 Abrupt permafrost disturbances 1.1.4 Remote sensing 1.1.5 Remote sensing of permafrost disturbances 1.2 Aims and objectives 1.3 Study area 1.4 General data and methods 1.4.1 Landsat and Sentinel-2 1.4.2 Google Earth Engine 1.5 Thesis structure 1.6 Overview of publications and authors’ contribution 1.6.1 Chapter 2 - Comparing Spectral Characteristics of Landsat-8 and Sentinel-2 Same-Day Data for Arctic-Boreal Regions 1.6.2 Chapter 3 - Mosaicking Landsat and Sentinel-2 Data to Enhance LandTrendr Time Series Analysis in Northern High Latitude Permafrost Regions 1.6.3 Chapter 4 - Remote Sensing Annual Dynamics of Rapid Permafrost Thaw Disturbances with LandTrendr 2 Comparing Spectral Characteristics of Landsat-8 and Sentinel-2 Same-Day Data for Arctic-Boreal Regions 2.1 Abstract 2.2 Introduction 2.3 Materials and Methods 2.3.1 Study Sites 2.3.2 Data 2.3.3 Data Processing 2.3.3.1 Filtering Image Collections 2.3.3.2 Creating L8, S2, and Site Masks 2.3.3.3 Preparing Sentinel-2 Surface Reflectance Images in SNAP 2.3.3.4 Applying Site Masks 2.3.4 Spectral Band Comparison and Adjustment 2.4 Results 2.4.1 Spectral Band Comparison 2.4.2 Spectral Band Adjustment 2.4.3 ES and HLS Spectral Band Adjustment 2.5 Discussion 2.6 Conclusions 2.7 Acknowledgements 2.8 Appendix Chapter 2 3 Mosaicking Landsat and Sentinel-2 Data to Enhance LandTrendr Time Series Analysis in Northern High Latitude Permafrost Regions 3.1 Abstract 3.2 Introduction 3.3 Materials and Methods 3.3.1 Study Sites 3.3.2 Data 3.3.3 Data Processing and Mosaicking Workflow 3.3.4 Data Availability Assessment 3.3.5 Mosaic Coverage and Quality Assessment 3.4 Results 3.4.1 Data Availability Assessment 3.4.2 Mosaic Coverage and Quality Assessment 3.5 Discussion 3.6 Conclusions 4 Remote Sensing Annual Dynamics of Rapid Permafrost Thaw Disturbances with LandTrendr 4.1 Abstract 4.2 Introduction 4.3 Study Area and Methods 4.3.1 Study area 4.3.2 General workflow and ground truth data 4.3.3 Data and LandTrendr 4.3.4 Index selection 4.3.5 Temporal Segmentation 4.3.6 Spectral Filtering 4.3.7 Spatial masking and filtering 4.3.8 Machine-learning object filter 4.4 Results 4.4.1 Focus sites 4.4.2 North Siberia 4.5 Discussion 4.5.1 Mapping of RTS 4.5.2 Spatio-temporal variability of RTS dynamics 4.5.3 LT-LS2 capabilities and limitations 4.6 Conclusion 4.7 Appendix 5 Synthesis and Discussion 5.1 Google Earth Engine 5.2 Landsat and Sentinel-2 5.3 Image mosaics and disturbance detection algorithm 5.4 Mapping RTS and their annual temporal dynamics 5.5 Limitations and technical considerations 5.6 Key findings 5.7 Outlook References Acknowledgements

Note: Contents Dedication List of contributors Acknowledgment Introduction Part 1: Phytoplankton taxonomy Introduction / Ruth S. Eriksen 1. Cyanobacterial diversity and taxonomic uncertainty: polyphasic pathways to improved resolution / Glenn B. McGregor and Barbara C. Sendall 2. Uses of molecular taxonomy in identifying phytoplankton communities from the Continuous Plankton Recorder Survey / Rowena Stern, Declan Schroeder, Andrea Highfield, Mana Al-Kandari, Luigi Vezzulli, Anthony Richardson 3. Impact of molecular approaches on dinoflagellate taxonomy and systematics / Christopher J.S. Bolch 4. From molecules to ecosystem functioning: insight into new approaches to taxonomy to monitor harmful algae diversity in Chile / Jorge I. Mardones, Bernd Krock, Lara Marcus, Catharina Alves-de-Souza, Satoshi Nagai, Kyoko Yarimizu, Alejandro Clément, Nicole Correa, Sebastian Silva, Javier Paredes-Mella Peter Von Dassow Part 2: Monitoring and sensing systems Introduction / Lesley A. Clementson 5. Integrating imaging and molecular approaches to assess phytoplankton diversity / Lisa Campbell, Chetan C. Gaonkar and Darren W. Henrichs 6. Advances in in situ molecular systems for phytoplankton research and monitoring / Matthew C. Smith, Levente Bodrossy and Pascal Craw 7. Applications of satellite remote sensing technology to the analysis of phytoplankton community structure on large scales / Astrid Bracher, Robert J. W. Brewin, Aurea M. Ciotti, Lesley A.Clementson, Takafumi Hirata, Tihomir S.Kostadinov, Colleen B. Mouw, Emanuele Organelli 8. Modeling phytoplankton processes in multiple functional types / Mark Baird, Stephanie Dutkiewicz, Anna Hickman, Mathieu Mongin, Monika Soja-Wozniak, Jennifer Skerratt, Karen Wild-Allen 9. Managing the societal uses of phytoplankton: technology applications and needs / Andrew D.L. Steven Part 3: Omics in aquatic ecology Introduction / Anusuya Willis 10. Current applications and technological advances in quantitative real-time PCR (qPCR): a versatile tool for the study of phytoplankton ecology / Kathryn J. Coyne, Yanfei Wang, Susanna A. Wood, Peter D. Countway, Sydney M. Greenlee 11. Phytoplankton diversity and ecology through the lens of high throughput sequencing technologies / Adriana Lopes dos Santos, Catherine Gérikas Ribeiro, Denise Ong, Laurence Garczarek, Xiao Li Shi, Scott D. Nodder, Daniel Vaulot, Andres Gutiérrez-Rodríguez 12. Comparative genomics for understanding intraspecific diversity: a case study of the cyanobacterium Raphidiopsis raciborskii / Anusuya Willis, Jason N. Woodhouse, Brett A. Neil, Michele A. Burford 13. Transcriptomic and metatranscriptomic approaches in phytoplankton: insights and advances / Bethany C.Kolody, Matthew J.Harke, Sharon E. Hook, Andrew E. Allen 14. From genes to ecosystems: using molecular information from diatoms to understand ecological processes / John A. Berges, Erica B. Young, Kimberlee Thamatrakoln, Alison R. Taylor 15. Global marine phytoplankton revealed by the Tara Oceans expedition / Flora Vincent, Federico M. Ibarbalz and Chris Bowler Index

Note: INHALT Willkommen in der Arena der Möglichkeiten! Die Public Arena im digitalen Zeitalter Kommunikation in der Public Arena Dein Navigator: Das Public Arena Framework LEITBILD Vision & Mission Ziele SET-UP Analyse Struktur Kultur Daten TAKTIK Positionierung Zielgruppen Kanäle ACTION Storytelling Content Politisches Targeting Community Mobilisierung Krise Fake News Ausblick: Was die Public Arena der Zukunft braucht Public Arena Expert:innen Interviews Das Public-Arena-Team Deep-Dive-Bibliothek Literaturverzeichnis.

Note: Contents Figures and tables Acknowledgements Introduction Part 1 Constructing the Academic Teaching Librarian 1 Shaping the academic teaching librarian 1.1 Introduction: critical issues for academic teaching librarians 1.2 Conceptions of literacy: terminology and the academic teaching librarian 1.3 New frameworks: information literacy in context 1.4 Critical information literacy 1.5 Social media and filter bubbles: the rise of 'fake news' 1.6 Learning analytics 1.7 E-research and datafied scholarship 2 Defining the academic teaching librarian 2.1 Introduction: who is the academic teaching librarian? 2.2 Professional identity and 'teacher identity' 2.3 Roles and responsibilities of academic teaching librarians 2.4 The information-literate self 2.5 Reflective practice for academic teaching librarians 2.6 Developing a personal teaching philosophy 3 Becoming an academic teaching librarian 3.1 Introduction: choosing the academic teaching librarian pathway 3.2 Looking inwards: self-analysis and the teaching role 3.3 Does a 'teaching personality' exist? 3.4 Mapping your teaching profile 3.5 Planning and developing your teaching role 3.6 Keeping current with teaching trends 3.7 Documenting and showcasing your work: teaching portfolios for librarians Part 2 Excelling as an Academic Teaching Librarian 4 Technology and the academic teaching librarian 4.1 Introduction: the digital environment for academic teaching librarians 4.2 Teaching, learning and technology: key concepts 4.3 The digital imperative in higher education 4.4 Digital education in higher education (HE): state of the art 4.5 Digital learning and the academic teaching librarian.

Note: Table of contents Acknowledgements Chapter 1 - The restless ocean Chapter 2 - Frameworks, data, and methods Chapter 3 - Surface drift, gyres, and the fate of plastic Chapter 4 - Western boundary currents and drifting organisms Chapter 5 - Eastern boundary currents, upwelling, and high biological productivity Chapter 6 - The tropical oceans, interannual climate variability, and ecosystem adaptation Chapter 7 - From the northern subpolar oceans to the Arctic and its retreating sea ice Chapter 8 - From the Southern Ocean to Antarctica and its changing ice shelves Chapter 9 - Processes and flows in marginal seas Chapter 10 - Ocean boundaries, connectivity, and inter-ocean exchanges Chapter 11 - The global circulation and transformation of water masses Chapter 12 - Ocean currents, heat transport, and climate Epilogue: Looking ahead Index

Note: Contents Part I Measurement of Environmental Parameters Affecting Marine Plankton Physiology 1 Characteristics of Marine Chemical Environment and the Measurements and Analyses of Seawater Carbonate Chemistry / Weidong Zhai 2 Photosynthetically Active Radiation and Ultraviolet Radiation Measurements / Gang Li and Kunshan Gao Part II Plankton Culture Techniques 3 Manipulation of Seawater Carbonate Chemistry / Kunshan Gao 4 Microalgae Continuous and Semi-continuous Cultures / Shanwen Chen and Kunshan Gao 5 Culturing Techniques for Planktonic Copepods / Wei Li, Xin Liu, and Zengling Ma Part III Determination of Key Enzymes in Primary Producers 6 Carbonic Anhydrase / Jianrong Xia, Xiongwen Chen, and Mario Giordano 7 Rubisco / Cuimin Liu, Kaiyao Huang, and Jianrong Xia 8 Phosphoenolpyruvate Carboxylase / Fan Hu and Hanhua Hu 9 Nitrate Reductase / Dinghui Zou 10 Antioxidants and Reactive Oxygen Species (ROS) Scavenging Enzymes / Yahe Li and Zengling Ma Part IV Measurements and Analyses of Pigments 11 Chlorophylls / Wenting Ke, Yanchao Yin, Xiongwen Chen, and Baosheng Qiu 12 Phycobiliproteins / Yiwen Yang, Juntian Xu, and Baosheng Qiu 13 Carotenoids / Fan Hu and Hanhua Hu 14 Phenolic Compounds and Other UV-Absorbing Compounds / Peng Jin and Kunshan Gao Part V Measurements and Analyses of Photosynthesis and Respiration 15 Photosynthetic Oxygen Evolution / Guozheng Dai, Hualing Mi, and Baosheng Qiu 16 Photosynthetic Carbon Fixation / Gang Li, Yaping Wu, and Guang Gao 17 Photorespiration and Dark Respiration / Dinghui Zou and Juntian Xu 18 Carbon Dioxide vs. Bicarbonate Utilisation / Sven Beer, Mats Björk, and John Beardall 19 Action Spectra of Photosynthetic Carbon Fixation / Yaping Wu, Gang Li, and Kunshan Gao 20 Determination of the Inorganic Carbon Affinity and CO2 Concentrating Mechanisms of Algae / Yaping Wu and Kunshan Gao 21 Methods for Measuring Algal Carbon Fixation in Flow-Through Seawater / Kunshan Gao and Juntian Xu 22 Application of Membrane-Inlet Mass Spectrometry to Measurements of Photosynthetic Processes / Kunshan Gao and Hualing Mi 23 SIMS and NanoSIMS Techniques Applied to Studies of Plankton Productivity / Helle Ploug 24 Measurements of Photoinactivation and Repair of Photosystem II / Gang Li, Yahe Li, Wanchun Guan, and Hongyan Wu Part VI Chlorophyll Fluorescence Techniques and Applications 25 Basic Concepts and Key Parameters of Chlorophyll Fluorescence / Sven Beer, Mats Björk, and John Beardall 26 Fluorescence Measurement Techniques / Sven Beer, Mats Björk, and John Beardall 27 Carbon Assimilation Capacity and Blue-Green Fluorescence / Hualing Mi and Baosheng Qiu 28 In Situ Measurement of Phytoplankton Photochemical Parameters / Guang Gao, Peng Jin, and Kunshan Gao Part VII Biochemical and Molecular Methods 29 Biochemical Inhibitors for Algae / Yaping Wu and Kunshan Gao 30 Measurements of Particulate Organic Carbon, Nitrogen, and Phosphorus / Kai Xu, Kunshan Gao, Fei-xue Fu, and David A. Hutchins 31 Isolation of Organelles / Min Xu and Hualing Mi 32 Measurements of Calcification and Silicification / Kai Xu, Kunshan Gao, and David A. Hutchins 33 Use of the Fluorochrome Calcein to Measure Growth and Calcification in Marine Organisms / Sam Dupont 34 The Application of Transcriptomics, Metagenomics, and Metatranscriptomics in Algal Research / Xin Lin 35 Methods for Nitrogen Fixation Measurement / Feixue Fu and Pingping Qu 36 Trace Metal Clean Culture Techniques / Yuanyuan Feng, Feixue Fu, and David A. Hutchins Part VIII Research Methods for Animals and Viruses 37 Electrophysiological Recording in Fish / Xiaojie Wang 38 Heart Rate Measurement in Mollusks / Yunwei Dong, Guodong Han, and Xiaoxu Li 39 Measuring the Feeding Rate of Herbivorous Zooplankton / Wei Li and Zengling Ma 40 Measurement of Virus-Induced Phytoplankton Mortality / Dapeng Xu, Yunlan Yang, and Rui Zhang

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

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

Note: Contents 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: INTERACT STATIONS SVALBARD, NORWAY 1 AWIPEV Arctic Research base 2 CNR Arctic Station "Dirigibile ltalia" 3 Ny-Ålesund Research Station- Sverdrup 4 UK Arctic Research Station 5 Netherlands' Arctic Station 6 Adam Mickiewicz University Polar Station - Petuniabukta 7 Czech Arctic Research Station of Josef Svoboda 8 Polish Polar Station, Hornsund NORWAY 9 Finse Alpine Research Centre 10 Nibio Svanhovd Research Station SWEDEN 11 Svartberget Research Station 12 Tarfala Research Station 13 Abisko Scientific Research Station FINLAND 14 Kilpisjarvi Biological Station 15 Pallas-Sodankyla Stations 16 Kolari Research Unit 17 Hyytiälä Forest Research Station 18 Kainuu Fisheries Research Station 19 Oulanka Research Station 20 Varrio Subarctic Research Station 21 Kevo Subarctic Research Station SWITZERLAND 22 Alpine Research and Education Station Furka AUSTRIA 23 Station Hintereis 24 Sonnblick Observatory CZECH REPUBLIC 25 Krkonose Mountains National Park POLAND 26 Karkonosze Mountains National Park 27 M&M Klapa Research Station RUSSIA 28 Lammin-Suo Peatland Station 29 Khibiny Educational and Scientific Station 30 The Arctic Research Station 31 Mukhrino Field Station 32 Numto Park Station 33 Khanymey Research Station 34 Beliy Island Research Station 35 Willem Barentsz Biological Station 36 lgarka Geocryology Laboratory 37 Kajbasovo Research Staton 38 Aktru Research Station 39 Evenkian Field Station 40 International Ecological Educational Center "lstomino" 41 Research Station Samoylov Island 42 Spasskaya Pad Scientific Forest Station 43 Elgeeii Scientific Forest station 44 Chokurdakh Scientific Tundra Station 45 Orotuk Field Station 46 AvachinskyVolcano Field Station 47 North-East Science Station 48 Meinypil'gyno Community Based Biological Station KYRGYZ REPUBLIC 49 Adygine Research Station ALASKA 50 Barrow Arctic Research Center/Barrow Environmental Observatory 51 Toolik Field Station CANADA 52 Kluane Lake Research Station 53 Western Arctic Research Centre 54 Canadian High Arctic Research Station 55 M'Clintock Channel Polar Research Cabins 56 Churchill Northern Studies Centre 57 Flashline Mars Arctic Research Station 58 Polar Environment Atmospheric Research Laboratory 59 CEN Ward Hunt Island Research Station 60 CEN Bylot Island Field Station 61 lgloolik Research Center 62 CEN Salluit Research Station 63 CEN Boniface River Field Station 64 CEN Umiujaq Research Station 65 CEN Whapmagoostui-Kuujjuarapik Research Station 66 CEN Radisson Ecological Research Station 67 CEN Clearwater Lake Research Station 68 Nunavut Research Institute 69 CEN Kangiqsualujjuaq Sukuijarvik Research Station 70 Uapishka Research Station 71 Labrador Institute Research Station GREENLAND 72 DMI Geophysical Observatory- Qaanaaq 73 Arctic Station 74 Arctic DTU, ARTEK Research Station 75 Greenland Institute of Natural Resources 76 Sermilik Research Station 77 Summit Station 78 EGRIP Field Station 79 Zackenberg Research Station 80 Villum Research Station ICELAND 81 Sudurnes Science and Learning Center 82 Litla-Skard 83 China-lceland Arctic Observatory 84 Rif Field Station 85 Skálanes Nature and Heritage Center FAROE ISLANDS 86 Faroe Islands Nature Investigation SCOTLAND 87 ECN Cairngorms