ALBERT

Note: Ersch. unregelmäßig , Beiträge teilweise in Englisch

Note: Dateien und ihre Handhabung --- Datenträger und Dateisysteme --- Drucker und Netzwerke administrieren --- Daten sichern --- Rechner fernsteuern --- Aufgaben und Dienste automatisieren --- Andere Welten: Windows und Linux --- Kollaboratives Arbeiten in der Cloud --- Troubleshooting --- macOS für Webworker --- Medienserver mit Raspberry Pi

Note: Contents: List of figures and tables. - List of boxes. - Acknowledgements. - List of abbreviations. - PART I INTRODUCTION . - 1. The Geopolitics of an Arctic Meltdown and the Question of EUropean Arctic Space. - PART II GEOPOLITICS. - 2. The Thought Experiment Referred to as Geopolitics. - PART III THE ARCTIC. - 3. Arctic Geopolitics and the Regional Zeitgeist of the Twenty-First Century. - PART IV THE EUROPEAN UNION. - 4. EUropean Dimensions of Arctic Presence. - 5. An Action in the Making: The EU’s Arctic Policy-Making Process. - 6. The EU’s Arctic Space-Making Practices. - PART V CONCLUSION. - 7. A European Geopolitical Subject in the Arctic?. - REFERENCES. - APPENDIX I. - APPENDIX II. - INDEX.

Note: Zugl.: Dissertation, Technische Universität Berlin, 2017

Note: Contents: Foreword -- Preface: It All Depends -- Acknowledgements -- 1 Karibuni!: Welcome to You All -- 2 The World of Tea: A Geriatric Problem -- 3 A Changing Climate: Stay Cool! -- 4 Taxonomic Delight: Only Plant the Best! -- 5 The Well-Bred Tea Bush: Developing High-Yielding Clones -- 6 Planting and Replanting: Who Ever Said This Was Simple? -- 7 Understanding the Growth Processes: Creating a Framework -- 8 Roots Exposed: Life Underground -- 9 We Are Only Growing Leaves: Source or Sink? -- 10 Plucks Shoots, and Leaves: Looking After the Children -- 11 Machine-Assisted Harvesting: The Need of the Hour -- Plates -- 12 Hidden Hunger and Intelligent Guesswork: We Can Only Build on What Has Gone Before -- 13 Pores for Thought: Gaseous Exchange -- 14 More Pores for Thought: The Answer Lies in the Soil -- 15 Water Productivity: More Crop per Drop -- 16 A Shady Business: Teas Need Trees -- 17 A Nice Cup of Tea: Is It Made in the Field or in the Factory? -- 18 Fair Trade?: Smallholders Are Beautiful -- 19 The Agronomist's Report: A Synthesis -- 20 Support Services: How Sustainable Is Sustainability? -- Glossary

Note: Contents: 1 General introduction. - 1.1 Challenges of isotope-based temperature reconstructions. - 1.2 Thesis overview. - 1.3 Author contributions. - 2 Theoretical background. - 2.1 The isotopic composition of firn and ice. - 2.1.1 Fractionation of water isotopologues. - 2.1.2 Relationship with temperature. - 2.1.3 Measuring of the isotopic composition. - 2.2 Processes within the firn column. - 2.2.1 The firn column of polar ice sheets. - 2.2.2 The density of firn. - 2.2.3 The temperature profile of firn. - 2.2.4 Vapour diffusion in firn. - 2.3 Internal climate variability. - 3 Regional climate signal vs.local noise: a two-dimensional view of water isotopes. - 3.1 Introduction. - 3.2 Data and methods. - 3.3 Results. - 3.3.1 Trench isotope records. - 3.3.2 Single-profile representativity. - 3.3.3 Mean trench profiles. - 3.3.4 Spatial correlation structure. - 3.3.5 Statistical noise model. - 3.4 Discussion. - 3.4.1 Local noise vs. regional climate signal. - 3.4.2 Representativity of isotope signals. - 3.4.3 Implications. - 3.5 Conclusions. - 3.6 Appendix A: Derivation of noise model. - 3.6.1 Definitions. - 3.6.2 Derivation of model correlations. - 3.6.3 Estimation of parameters. - 3.7 Appendix B: Noise level after diffusion. - 4 Constraints on post-depositional isotope modifications in east antarctic firn. - 4.1 Introduction. - 4.2 Data and methods. - 4.2.1 Sampling and measurements. - 4.2.2 Trench depth scale. - 4.2.3 Spatial variability of trench profiles. - 4.2.4 Quantification of downward advection, densification and diffusion. - 4.2.5 Statistical tests. - 4.3 Results. - 4.3.1 Comparison of T15 and T13 isotope data. - 4.3.2 Expected isotope profile changes. - 4.3.3 Temporal vs. spatial variability. - 4.4 Discussion. - 4.4.1 Densification, diffusion and stratigraphic noise. - 4.4.2 Additional post-depositional modifications. - 4.5 Conclusions. - 5 On the similarity and apparent cycles of isotope variations. - 5.1 Introduction. - 5.2 Data and Methods. - 5.2.1 Data. - 5.2.2 Spectral analysis. - 5.2.3 Rice’s formula. - 5.2.4 Cycle length and amplitude estimation. - 5.2.5 Model for vertical isotope profiles. - 5.3 Results. - 5.3.1 Spectral analysis of isotope profiles. - 5.3.2 Theoretical and observed cycle length. - 5.3.3 Illustrative examples. - 5.3.4 Depth dependency of cycle length. - 5.3.5 Simulated vs. observed isotope variations. - 5.4 Discussion and summary. - 5.5 Conclusions. - 5.6 Appendix A: Input sensitivity. - 5.7 Appendix B: Additional results. - 5.8 Appendix C: Spectral significance testing. - 6 Timescale-dependency of antarctic isotope variations. - 6.1 Introduction. - 6.2 Data and methods. - 6.2.1 DML and WAIS isotope records. - 6.2.2 Spectral model. - 6.2.3 Timescale-dependent signal-to-noise ratio. - 6.2.4 Effects of diffusion and time uncertainty. - 6.2.5 Present-day temperature decorrelation. - 6.3 Results. - 6.3.1 Illustration of model approach. - 6.3.2 DML and WAIS isotope variability. - 6.4 Discussion. - 6.4.1 Interpretation of noise spectra. - 6.4.2 Interpretation of signal spectra. - 6.4.3 Signal-to-noise ratios. - 6.4.4 Differences between DML and WAIS. - 6.5 Conclusions. - 7 Declining temperature variability from LGM to holocene. - 8 General discussion and conclusions. - 8.1 Short-scale spatial and temporal isotope variability. - 8.1.1 Local spatial variability. - 8.1.2 Seasonal to interannual variability. - 8.1.3 Spatial vs. temporal variability. - 8.2 Extension to longer scales. - 8.2.1 Spatial vs. temporal variability on interannual timescales. - 8.2.2 Holocene and longer timescales. - 8.3 Concluding remarks and outlook. - Bibliography. - A Methods to: declining temperature variability from lgm to holocene. - A.1 Temperature proxy data. - A.2 Model-based temperature and variability change. - A.3 Temperature recalibration of proxy records. - A.3.1 Recalibration of ice-core records. - A.3.2 Recalibration of marine records. - A.4 Variance and variance ratio estimation. - A.5 Noise correction. - A.5.1 Testing effect of noise correction. - A.6 Effect of ecological adaption and bioturbation. - A.7 Effect of proxy sampling locations. - B Layering of surface snow and firn: noise or seasonal signal?. - B.1 Introduction. - B.2 Materials and methods. - B.2.1 Firn-core density profiles. - B.2.2 Trench density profiles. - B.2.3 Dielectric profiling and density estimates. - B.2.4 Comparison of DEP and CT density. - B.2.5 Ion measurements. - B.3 Results. - B.3.1 2-D trench density data. - B.3.2 Spatial correlation structure. - B.3.3 Comparison of mean density, isotope and impurity profiles. - B.3.4 Spectral analysis of vertical density data. - B.4 Discussion. - B.4.1 Spatial variability. - B.4.2 Representativeness of single profiles. - B.4.3 Seasonal cycle in snow density. - B.4.4 Density layering in firn and impurities. - B.5 Conclusions. - Acknowledgements - Danksagung.

Note: Contents: Introduction; Part I. Foundations: 1. Emergence and development of international environmental law; 2. Main features of international environmental law; 3. The principles of international environmental law; Part II. Substantive Regulation: 4. Oceans, seas and freshwater; 5. Atmosphere; 6. Biological diversity; 7. Dangerous substances and activities; Part III. Implementation: 8. Traditional approaches: responsibility/liability/adjudication; 9. Alternative approaches - facilitation and management of 'noncompliance'; Part IV. Interactions with Other Branches: 10. Interactions with human rights law; 11. Interactions with the law of armed conflict; 12. Interactions with international economic law

Note: Contents: Introduction ; Part 1: European Cities in Global Competition ; 1 Dynamic Competition in Space: Theoretical Models, Empirical Evidence, Political Challenges ; 2 Increasing the Innovative Capacity of European Cities: Making Use of Proven Concepts from the National Level ; Part 2: City Management and Direct Democracy ; 3 Open Government: Exploring Patterns of Mobile Interaction Between Citizens and Local Government ; 4 Building the Smart City: Leipzig ; 5 Location Communication in Leipzig and Thoughts About Destination Management ; Part 3: Success Factors in Global Competition Among Cities ; 6 Key Factors for Successful City Marketing: An Example from Münster ; 7 Strategies for Cities in Global Competition: An Essay on Spatial Economics and Management Science ; Part 4: Complementarity Between Region and City ; 8 The Significance of the Region for Urban Growth: The Example of Bonn and the Rhein-Sieg District ; 9 The Digital City: Using the Example of “Mönchengladbach on eBay” ; Part 5: Cost Efficiency in City Management ; 10 A Mechanism Design Approach to Planning Problems in Intermodal Transport Logistics of Large City Sea Ports and Megahubs

Note: Contents: Introduction to Volume 1 ; 1. Social trends and new geographies ; 2. Social progress: a compass ; 3. Economic inequality and social progress ; 4. Economic growth, human development and welfare ; 5. Cities and social progress ; 6. Markets, finance, and corporations: does capitalism have a future? ; 7. The future of work – good jobs for all ; 8. Social justice, well-being, and economic organization

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

Note: Einleitung --- I Angewandte Mathematik und Grundlagen für das Machine Learning --- Lineare Algebra --- Wahrscheinlichkeits- und Informationstheorie --- Numerische Berechnung --- Grundlagen für das Machine Learning --- II Tiefe Netze: Zeitgemäße Verfahren --- Tiefe Feedforward-Netze --- Regularisierung --- Optimierung beim Trainieren von tiefen Modellen --- CNNs --- Sequenzmodellierung: RNNs und rekursive Netze --- Praxisorientierte Methodologie --- Anwendungen --- III Deep-Learning-Forschung --- Lineare Faktorenmodelle --- Autoencoder --- Representation Learning --- Strukturierte probabilistische Modelle für Deep Learning --- Monte-Carlo-Verfahren --- Die Partitionsfunktion --- Approximative Inferenz --- Tiefe generative Modelle --- Literaturverzeichnis --- Abkürzungsverzeichnis --- Index

Note: Contents: 1. Indian diversity and global migrations ; 2. The great Indian migration wave ; 3. Merchants and capital ; 4. Diasporas and Dreams ; 5. Partitions and displacments ; 6. Migration and development

Note: Contents: Cover -- Title -- Copyright -- Contents -- Foreword by Robert McLeman and FranÃois Gemenne -- Foreword by Mary Robinson -- Acknowledgements -- List of figures -- List of tables -- List of boxes -- List of contributors -- Part I Existing knowledge, theories and methods -- 1 Environmental migration research: evolution and current state of the science -- 2 Theories of voluntary and forced migration -- 3 Mobility, displacement and migration, and their interactions with vulnerability and adaptation to environmental risks -- 4 Environmental change and international migration: a review -- 5 Immobility -- 6 Geospatial modeling and mapping -- 7 Modeling migration and population displacement in response to environmental and climate change: multilevel event history models -- 8 Estimating the population impacts of sea level rise -- 9 Qualitative research techniques: itâs a case-studies world -- 10 Incorporating Indigenous knowledge in research -- 11 Gender, migration and (global) environmental change -- 12 Environmental migrants, climate ârefugeesâ and sun-seeking expats: capturing the larger context of migration in a changing climate through appropriate and effective behavioural research -- Part II Empirical evidence from regions -- 13 Environmental change and migration: a review of West African case studies -- 14 Burkina Faso: the adaptation-migration policy nexus in a drying climate -- 15 Fleeing from arid lands: pastoralism in the context of climate change -- 16 Climate and risk of migration in South Africa -- 17 Deforestation, drought and environmental migration in Brazil: an overview -- 18 Internal migration in Bangladesh: a comparative analysis of coastal, environmentally challenged, and other districts -- 19 Environmental stressors and population mobility in China: causes, approaches and consequences -- 20 Environmental migration in Mexico -- 21 Transnational approaches to remittances, risk reduction, and disaster relief: evidence from post-Typhoon Haiyan experiences of Filipino immigrants in Canada -- 22 Population displacements and migration patterns in response to Hurricane Katrina -- 23 A community-based model for resettlement: lessons from coastal Louisiana -- 24 Social and cultural dimensions of environment-related mobility and planned relocations in the South Pacific -- Part III Legal and policy considerations -- 25 Definitions and concepts -- 26 Human rights, environmental displacement and migration -- 27 Climate, migration and displacement: exploring the politics of preventative action -- 28 Environmental migration and international political security: rhetoric, reality and questions -- 29 Green grabbing-induced displacement -- 30 Climate-induced community relocations: institutional challenges and human rights protections -- 31 UNHCRâs perspectives and activities on displacement in the context of climate change -- 32 Environmental change and human mobility: perspectives from the World Bank -- 33 Human mobility in the Anthropocene: perspectives from UN Environment -- 34 Platform on Disaster Displacement, follow-up to the Nansen Initiative: addressing the protection needs of persons displaced across borders in the context of disasters and climate change -- 35 A moment of opportunity to define the global governance of environmental migration: perspectives from the International Organization for Migration -- 36 Where do we go from here? Reflections on the future of environmental migration and displacement research -- Index

Note: INHALT: EDITORIAL. - Auf den Spuren des Wandels: Forschung an den Brennpunkten unseres Planeten. - SCHWERPUNKTTHEMA. - Hotspot Arktis – wenn das Eis verschwindet. - OZEANOGRAPHIE. - E-Mails vom Filchner-Schelfeis. - MEEREISVORHERSAGE. - Wenn zwei sich „streiten“. - KLIMAMODELLIERUNG. - Stets die richtige Maschenweite. - HYDROAKUSTIK. - Der Sound des Ozeans. - OZEANOGRAPHIE. - Der Wärme-Pulsschlag des Nordatlantiks. - OZEANOGRAPHIE. - Wohin wandert der Rieseneisberg vom Larsen C-Schelfeis?. - ATMOSPHÄRENFORSCHUNG. - Per Anhalter in die Arktis. - KLIMAMODELLIERUNG. - Die Stärken des Rechnens. - FERNERKUNDUNG. - Die Lücken im Blick. - ATMOSPHÄRENFORSCHUNG. - Die Ozon-Story. - MEEREISPHYSIK. - Messungen aus der Vogelperspektive. - FORSCHUNGSVERBUND. - Den Klimawandel vor der Haustür verstehen. - INFOGRAFIK. - Einblicke in das Klima der Vergangenheit. - MEERESSPIEGELANSTIEG. - Eis weg - Land unter!. - IMPRESSUM.

Note: Contents: Chapter 1. Introduction ; Part I The Bases for the Analyses ; Chapter 2. The unknown influence of democratic qualities on climate performance ; Chapter 3. The concept and the operationalization of democratic efficacy ; Part II. An Empirical Analysis of the Democracy-Climate Nexus ; Chapter 4. Analysis I: more leads to more –positive statistical trends ; Chapter 5. Analysis II: Canada’s Kyoto Protocol process, 1995-2012 - a case study perspective ; Chapter 6. 1995-1997: Chrétien makes use of the prerogative ; Chapter 7. 1998-2002: futile consultations ; Chapter 8. 2003-2005: undemocratic unpredictability ; Chapter 9. 2006-2012: democratic weakening and climate change as a shield issue ; Chapter 10. Discussion analysis II: linkages between democratic quality and climate performance ; Part III. Synergy ; Chapter 11. Overall discussion ; Chapter 12. Conclusion

Note: 1.1. The Early History of Glass; 1.2. Glass and Science; 1.3. The Discovery of Natural Melts; 1.4. The Physical Chemistry of Melts; 1.5. Summary Remarks; References; Chapter 2. Glass Versus Melt; 2.1. Relaxation; 2.2. Glass Transition; 2.3. Configurational Properties; 2.4. Summary Remarks; References; Chapter 3. Glasses and Melts vs. Crystals; 3.1. Basics of Silicate Structure 3.2. Thermodynamic Properties3.3. Liquid-Like Character of Crystals; 3.4. Summary Remarks; References; Chapter 4. Melt and Glass Structure -- Basic Concepts; 4.1. Bond Length, Bond Angle, and Bond Strength in Silicates; 4.2. Network-Formers; 4.3. Network-Modifying Cations and Linkage between Structural Units; 4.4. Bonding, Composition and Effects on Melt Properties; 4.5 Mixing, Order, and Disorder; 4.6. Summary Remarks; References; Chapter 5. Silica -- A Deceitful Simplicity; 5.1. An Outstanding Oxide; 5.2. Physical Properties; 5.3. Structure of SiO2 Glass and Melt 5.4. Effects of Pressure and Temperature5.5. Summary Remarks; References; Chapter 6. Binary Metal Oxide-Silica Systems -- I. Physical Properties; 6.1. Phase Relationships; 6.2. Thermodynamics of Mixing; 6.3. Volume and Transport Properties; 6.4. Summary Remarks; References; Chapter 7. Binary Metal Oxide-Silica Systems -- II. Structure; 7.1. Pseudocrystalline Models of Melt Structure; 7.2. Thermodynamic Modeling and Melt Structure; 7.3. Numerical Simulation of Melt Structure; 7.4. Structure from Direct Measurements; 7.5. Structure and Melt Properties; 7.6. Summary Remarks; References Chapter 8. Aluminosilicate Systems -- I. Physical Properties8.1. Phase Relationships; 8.2. Thermodynamics of Mixing; 8.3. Volume and Viscosity; 8.4. Summary Remarks; References; Chapter 9. Aluminosilicate Systems -- II. Structure; 9.1. Binary Al2O3-Bearing Glasses and Melts; 9.2. Meta-Aluminosilicate Glasses and Melts (SiO2-M1/xAlO2); 9.3. Peralkaline Aluminosilicate Glasses and Melts; 9.4. Pressure and the Structure of Aluminosilicate Melts; 9.5. Structure and Properties of Aluminosilicate Melts; 9.6. Summary Remarks; References; Chapter 10. Iron-bearing Melts -- I. Physical Properties 10.1 Ferrous and Ferric Iron10.2. Phase Equilibria; 10.3. Iron Redox Reactions; 10.4. Physical Properties; 10.5. Summary Remarks; References; Chapter 11. Iron-bearing Melts -- II. Structure; 11.1. Ferric Iron; 11.2. Ferrous Iron; 11.3. Ferric and Ferrous Iron in Silicate Melts at High Temperature; 11.4. Iron in Silicate Melts and Glasses at High Pressure; 11.5. Summary Remarks; References; Chapter 12. The Titanium Anomalies; 12.1. Phase Relations and Glass Formation; 12.2. Physical Properties; 12.3. Structure of Titanosilicate Glasses and Melts; 12.4. High-Temperature Studies

Note: Table of contents Preface About the authors Acknowledgements Dedication List of figures List of tables List of symbols Part I Introduction and characteristics of permafrost I Definition and description 1.1 Introduction 1.2 Additional terms originating in Russia 1.3 History of permafrost research 1.4 Measurement of ground temperature 1.5 Conduction, convection and advection 1.6 Therm al regimes in regions based on heat conduction 1.7 Continentality index 1.8 Moisture movement in the active layer during freezing and thawing 1.9 Moisture conditions in permafrost ground 1.10 Results of freezing moisture 1.11 Strength of ice 1.12 Cryosols, gelisols, and leptosols 1.13 Fragipans 1.14 Salinity in permafrost regions 1.15 Organic matter 1.16 Micro-organisms in permafrost 1.16.1 Antarctic permafrost 1.16.2 High-latitude permafrost 1.16.3 High altitude permafrost in China 1.16.4 Phenotypic traits 1.16.5 Relation to climate change on the Tibetan plateau 1.17 Gas and gas hydrates 1.18 Thermokarst areas 1.19 Offshore permafrost 2 Cryogenic processes where temperatures dip below 0°C 2.1 Introduction 2.2 The nature of ice and water 2.3 Effects of oil pollution on freezing 2.4 Freezing and thawing of the active layer in permafrost in equilibrium with a stable climate 2.5 Relation of clay mineralogy to the average position of the permafrost table 2.6 Ground temperature envelopes in profiles affected by changes in mean annual ground surface temperature (MASGT) 2.7 Needle ice 2.8 Frost heaving 2.9 Densification and thaw settlement 2.10 Cryostratigraphy, cryostructures, cryotextures and cryofacies 2.11 Ground cracking 2.12 Dilation cracking 2.13 Frost susceptibility 2.14 Cryoturbation, gravity processes and injection structures 2.14.1 Cryoturbation 2.14.2 Upward injection of sediments from below 2.14.3 Load-casting 2.15 Upheaving of objects 2.16 Upturning of objects 2.17 Sorting 2.18 Weathering and frost comminution 2.19 Karst in areas with permafrost 2.20 Seawater density and salinity 3 Factors affecting permafrost distribution 3.1 Introduction 3.2 Climatic factors 3.2.1 Heat balance on the surface of the Earth and its effect on the climate 3.2.2 Relationship between air and ground temperatures 3.2.3 Thermal offset 3.2.4 Relation to air masses 3.2.5 Precipitation 3.2.6 Latitude and longitude 3.2.7 Topography and altitude 3.2.8 Cold air drainage 3.2.9 Buffering of temperatures against change in mountain ranges 3.3 Terrain factors 3.3.1 Vegetation 3.3.2 Hydrology 3.3.3 Lakes and water bodies 3.3.4 Nature of the soil and rock 3.3.5 Fire 3.3.6 Glaciers 3.3.7 The effects of Man 4 Permafrost distribution 4.1 Introduction 4.2 Zonation of permafrost 4.3 Permafrost mapping 4.4 Examples of mapping units used 4.5 Modeling permafrost distribution 4.6 Advances in geophysical methods 4.7 Causes of variability reducing the reliability of small-scale maps 4.8 Maps of permafrost-related properties based on field observations 4.8.1 Permafrost thickness 4.8.2 Maps of ice content 4.8.3 Water resources locked up in perennially frozen ground 4.8.4 Total carbon content 4.9 Use of remote sensing and airborne platforms in monitoring environmental conditions and disturbances 4.10 Sensitivity to climate change: Hazard zonation 4.11 Classification of permafrost stability based on mean annual ground temperature Part II Permafrost landforms II. 1 Introduction 5 Frost cracking, ice-wedges, sand, loess and rock tessellons 5.1 Introduction 5.2 Primary and secondary wedges 5.2.1 Primary wedges 5.2.1.1 Ice-wedges 5.2.1.2 Sand tessellons 5.2.1.3 Loess tessellons 5.2.1.4 Rock tessellons 5.2.2 Secondary wedges 5.2.2.1 Ice-wedge casts 5.2.2.2 Soil wedges 6 Massive ground ice in lowlands 6.1 Introduction 6.2 Distribution of massive icy beds in surface sediments 6.3 Sources of the sediments 6.4 Deglaciation of the Laurentide ice sheet 6.5 Methods used to determine the origin of the massive icy beds 6.6 Massive icy beds interpreted as being formed by cryosuction 6.7 Massive icy beds that may represent stagnant glacial ice 6.8 Other origins of massive icy beds 6.9 Ice complexes including yedoma deposits 6.10 Conditions for growth of thick ice-wedges 6.11 The mechanical condition of the growth of ice-wedges and its connection to the properties of the surrounding sediments 6.12 Buoyancy of ice-wedges 6.13 Summary of the ideas explaining yedoma evolution 6.14 Aufeis 6.15 Perennial ice caves 6.16 Types of ice found in perennial ice caves 6.17 Processes involved in the formation of perennial ice caves 6.18 Cycles of perennial cave evolution 6.18.1 Perennial ice caves in deep hollows 6.18.2 Sloping caves with two entrances 6.18.3 Perennial ice caves with only one main entrance but air entering through cracks and joints in the bedrock walls 6.18.4 Perennial ice caves with only one main entrance and no other sources of cooling 6.19 Ice caves in subtropical climates 6.20 Massive blocks of ice in bedrock or soil 7 Permafrost mounds 7.1 Introduction 7.2 Mounds over 2.5 m diameter 7.2.1 Mounds formed predominantly of injection ice 7.2.1.1 Pingo mounds 7.2.1.2 Hydrostatic or closed system pingos 7.2.1.3 Hydraulic or open system pingos 7.2.1.4 Pingo plateaus 7.2.1.5 Seasonal frost mounds 7.2.1.6 Icing blisters 7.2.1.7 Perennial mounds of uncertain origin 7.2.1.8 Similar mounds that can be confused with injection phenomena 7.2.2 Mounds formed dominantly by cryosuction 7.2.2.1 Paisas 7.2.2.1.1 Paisas in maritime climates 7.2.2.1.2 Paisas in cold, continental climates 7.2.2.1.3 Lithalsas 7.2.2.1.4 Palsa/Lithalsa look-alikes 7.2.3 Mounds formed by the accumulation of ice in the thawing fringe: Peat plateaus 7.3 Cryogenic mounds less than 2.5 m in diameter 7.3.1 Oscillating hummocks 7.3.2 Thufurs 7.3.3 Silt-cycling hummocks 7.3.4 Niveo-aeolian hummocks 7.3.5 Similar-looking mounds of uncertain origin 7.3.6 String bogs 7.3.7 Pounus 8 Mass wasting of fine-grained materials in cold climates 8.1 Introduction 8.2 Classification of mass wasting 8.3 Slow flows 8.3.1 Cryogenic creep 8.3.1.1 Needle ice creep 8.3.1.2 Frost heave and frost creep 8.3.1.3 Gelifluction 8.3.1.4 Other creep-type contributions to downslope movement of soil 8.3.2 Landforms produced by cryogenic slow flows in humid areas 8.3.3 Landforms developed by cryogenic flows in more arid regions 8.4 Cryogenic fast flows 8.4.1 Cryogenic debris flows 8.4.2 Cryogenic slides and slumps 8.4.3 Cryogenic composite slope failures 8.4.3.1 Active-layer detachment slides 8.4.3.2 Retrogressive thaw failures 8.4.3.3 Snow avalanches and slushflows 8.4.3.3.1 Snow avalanches 8.4.3.3.2 Slush avalanches 8.5 Relative effect in moving debris downslope in the mountains 9 Landforms consisting of blocky materials in cold climates 9.1 Introduction 9.2 Source of the blocks 9.3 Influence of rock type 9.4 Weathering products 9.5 Biogenic weathering 9.6 Fate of the soluble salts produced by chemical and biogenic weathering 9.7 Rate of cliff retreat 9.8 Landforms resulting from the accumulation of predominantly blocky materials in cryogenic climates 9.8.1 Cryogenic block fields 9.8.1.1 Measurement of rates of release of blocks on slopes 9.8.2 Cryogenic block slopes and fans 9.8.3 Classification of cryogenic talus slopes 9.8.3.1 Coarse blocky talus slopes 9.8.4 Protection of infrastructure from falling rock 9.9 Talus containing significant amounts of finer material 9.9.1 Rock glaciers 9.9.1.1 Sedimentary composition and structure of active rock glaciers 9.9.1.2 Origin of the ice in active rock glaciers 9.9.1.3 Relationship to vegetation 9.9.2 Movement of active rock glaciers 9.9.2.1 Horizontal movement 9.9.2.2 Movement of the front 9.9.3 Distribution of active rock glaciers 9.9.4 Inactive and fossil rock glaciers 9.9.5 Streams flowing from under rock glaciers 9.10 Cryogenic block streams 9.10.1 Characteristics 9.10.2 Classification 9.10.2.1

Note: Inhaltsverzeichnis 1. History and evolution of the postdoctoral scholar in the United States / Keith Micoli and Steve Wendell 2. A review of postdoc reforms in the United States and the case of the Fair Labor Standards Act updates of 2016 / Adriana Bankston and Gary S. McDowell 3. Institutional support, programs, and policies for postdoctoral training / Nisha A. Cavanaugh 4. Postdoc scholars in S&E departments : plights, departmental expectations, and policies / Xuhong Su and Mary Alexander 5. Proactive postdoc mentoring / Sarah C. Hokanson and Bennett B. Goldberg 6. Career coherence, agency, and the postdoctoral scholar / Karen J. Haley, Tara D. Hudson and Audrey J. Jaeger 7. European cross-national mixed-method study on early career researcher experience / Montserrat Castelló, Kirsi Pyhältö and Lynn McAlpine 8. Postdoc trajectories : making visible the invisible / Lynn McAlpine 9. Global perspectives on the postdoctoral scholar experience / Karri Holley ... [et al.]

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

Note: 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: Dissertation, Universität Potsdam, 2018 , Table of Content I. Abstract II. Deutsche Zusammenfassung 0 Preface 1 Scientific Background 1.1 Paleoenvironmental changes since the gLGM in arid Central Asia and north-western High Asia 1.1.1 Paleoclimatic changes 1.1.2 Lake level fluctuations following climatic changes 1.1.3 Inferred terrestrial vegetation responses to environmental changes and possible human impact 1.2 The role of proxy records in tracing environmental changes 1.2.1 Archives and Proxies investigated in environmental studies in Central Asia 1.2.2 Limnological systems as environmental archives 1.2.3 The multiproxy approach as a tool to decipher environmental change 1.3 Study area 1.4 Material and Method Overview 1.4.1 Field based sampling 1.4.2 Outline of material and methods 1.5 Aim and objectives ofthis thesis 1.6 Thesis outline 1.7 Contribution of the authors 1.7.1 Manuscript I - published 1.7.2 Manuscript II - published 1.7.3 Manuscript III - published 1.7.4 Manuscript IV - in preparation 2 Manuscript I Climatic and limnological changes at Lake Karakul (Tajikistan) during the last ~29 cal ka 2.1 Abstract 2.2 Introduction 2.3 Study Area 2.4 Material and methods 2.4.1 Fieldwork 2.4.2 Laboratory analysis 2.5 Results 2.5.1 Age-depth relationship in core KK12-1 2.5.2 TIC, TOC, TOC/TN, δ18Ocarb and δ13CCarb 2.5.3 Grain-size distribution and results ofend-member modelling 2.5.4 XRF data 2.5.5 Ordination results of sediment parameters 2.6 Discussion 2.6.1 Paleoenvironmental indicators from sediment variables 2.6.2 Implications ofthe Lake Karakul sediment record 2.6.3 Linking lake internal development to climate change 2.7 Conclusions 2.8 Acknowledgements 2.9 Data availability 3 Manuscript II Aquatic macrophyte dynamics in Lake Karakul (Eastern Pamir) over the last 29 cal ka revealed by sedimentary ancient DNA and geochemical analyses of macrofossil remains 3.1 Abstract 3.2 Introduction 3.3 Material and Methods 3.3.1 Sample acquisition and treatment 3.3.2 Genetic approach 3.3.3 Elemental isotopic analyses ofaquatic macrophyte remains 3.4 Results 3.4.1 Macrophyte records along lake depth transects in Lake Karakul 3.4.2 Submerged plant content 3.4.3 Ancient DNA analyses 3.4.4 C, N, δ13C and δ15N of Stuckenia cf. pamirica remains 3.5 Discussion 3.5.1 Assessment of aDNA and chemical aquatic macrophyte data as proxies for the macrophyte composition and the paleo-productivity 3.5.2 Changes of past submerged plant composition and productivity and potential drivers 3.6 Conclusions 3.7 Acknowledgements 3.8 Data Availability 4 Manuscript III Radiocarbon and optical stimulated luminescence dating of sediments from Lake Karakul, Tajikistan 4.1 Abstract 4.2 Introduction 4.3 Regional setting 4.4 Methods 4.4.1 Collection and correlation of cores 4.4.2 Radiocarbon dating 4.4.3 Optically stimulated luminescence (OSL) dating 4.4.4 Establishment ofage-depth model 4.4.5 Investigation of exposed lake sediments 4.5 Results 4.6 Discussion 4.6.1 Recovered sediments and correlation ofcores from Lake Karakul 4.6.2 Age-depth model, and assessment of radiocarbon and OSL age data 4.6.3 Significance ofexposed sediments at section KK13-S1 4.6.4 Implications ofthe chronological data 4.7 Conclusion 4.8 Acknowledgements 5 Manuscript IV Vegetation change in the Eastern Pamir Mountains inferred from Lake Karakul pollen spectra of the last 28 ka 5.1 Abstract 5.2 Introduction 5.3 Study site 5.4 Material and Methods 5.4.1 Sediment cores and chronology 5.4.2 Pollen sample preparation and pollen analyses 5.4.3 Pollen data treatment 5.5 Results 5.5.1 Composite core (KK12-1/2; 27.6 cal ka BP to present) 5.5.2 Short core TAJ-Kar-08-lB 5.6 Discussion 5.6.1 Interpretation of pollen data 5.6.2 Terrestrial vegetation change in the Eastern Pamir Mountains in response to past climate change 5.7 Conclusions 5.8 Acknowledgements 5.9 Data Availability 6 Synthesis 6.1 Proxy evaluation 6.1.1 Age-depth relationship 6.1.2 Limnological proxies 6.1.3 Terrestrial proxies 6.2 The potential of Lake Karakul as archive for long term environmental change in the Eastern Pamir 6.3 Climate and moisture availability changes over time - inferred from sedimentary proxies 6.4 Assessment ofthe aquatic macrophyte composition and paleoproductivity within Lake Karakul 6.5 Inferred terrestrial vegetation changes as responds to climatic changes over the last 28 cal ka 6.6 Comparison inferred regional vegetation, lake internal and lake external variations and changes in climate reconstructed in other studies 6.6.1 Pre- gLGM and global Last Glacial Maximum (27.6 to 19 cal ka BP) 6.6.2 Late glacial 6.6.3 Early to middle Holocene 6.6.4 Middle to late Holocene 6.7 Outlook 7 Appendix 7.1 Supplementary information for Manuscript I 7.2 Supplementary information for Manuscript II 7.3 Supplementary information for Manuscript III 8 References Danksagung Eldesstattliche Erklärung

Note: Table of Contents INTRODUCTION 1. The Centre for Polar Studies 2. The Centre in the context of Polish and international polar research 3. Development and achievements of the Centre for Polar Studies Underwater acoustic signatures od glacier calving Svalbard reveals a new island Freshwater in a salty fjord Between genetics and palaeontology: ancient DNA in palaeoceanographical research Influence of glacial disturbance and food availability on organisms size in Kongsfjorden and Hornsund fjords Message in a stainless steel bottle thrown into deep geological time 4. Technical facilities and infrastructure for polar research 5. Interdisciplinary Polar Studies Foundations of ISP Profiles of doctoral thesis 6. Exploration of Polar and Mountain Regions - a new speciality of MSc studies at the Faculty of Earth Sciences, University of Silesia 7. Science communication and dissemination 8. Towards the future

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