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Note: Preface -- Acknowledgments -- Executive Summary -- Part One - C’mon! Don’t tell me the current trends are sustainable! -- 1.1 Introduction: The World in Disarray -- 1.2 Limits to Growth - how relevant was its message?- 1.3 Planetary Boundaries -- 1.4 The Anthropocene -- 1.5 The Climate Challenge -- 1.6 Other disasters ahead -- 1.7 Unsustainable population growth - and urbanization -- 1.8 Unsustainable agriculture and food system -- 1.9 Trade versus environment -- 1.10 The 2030 Agenda - the devil is in implementation -- 1.11 Do we like disruptions? The case of the digital revolution -- 1.12 From Empty World to Full World -- Part Two - C’mon! Don’t stick to outdated philosophies! -- 2.1 Laudato Sí: The Pope raises His voice -- 2.2 Change the Story, Change the Future -- 2.3 1991: „The First Global Revolution“ -- 2.4 Capitalism got arrogant -- 2.5 The failure of the market doctrine -- 2.6 Philosophical errors of the market doctrine -- 2.7 Reductionist philosophy is shallow and inadequate -- 2.8 Gaps between Theory, Education and Social Reality -- 2.9 Tolerance and long-term perspectives -- 2.10 We may need a New Enlightenment -- Part Three Come On! Join us on an exciting journey towards a sustainable world! .- 3.1 A regenerative economy -- 3.2 Development Alternatives -- 3.3 The Blue Economy -- 3.4 Decentralized energy -- 3.5 Some agricultural success stories -- 3.6 Regenerative urbanization: Ecopolis -- 3.7 Climate: Some good news, but bigger challenges -- 3.8 Circular economy requires a new economic logic -- 3.9 Five-fold resource productivity -- 3.10 Healthy disruption -- 3.11 Reform of the financial sector -- 3.12 Reform of the economic set-up -- 3.13 Benign investment -- 3.14 Measuring well-being rather than GDP -- 3.15 Civil Society, Social Capital and Collective Leadership -- 3.16 Global Governance -- 3.17 National level action: China and Bhutan -- 3.18 Education for a sustainable civilization -- Conclusion: We invite readers to ‘come on’

Note: Contents: Part I: Understanding the resource nexus: Setting scenes ; 1 The Resource Nexus: Preface and Introduction ; 2 Appreciating wider environmental angles; 3 Scales and the resource nexus ; 4 Security, climate change and the resource nexus ; Part II: Analysing the resource nexus: Tools and metrics 5 Life Cycle Assessment for resource nexus analysis ; 6 Linking society and nature: material flows and the resource nexus ; 7 Resource footprints ; 8 Input-Output analysis and resource nexus assessment ; 9 Material criticality assessment and resource nexus analysis ; 10 Industrial Ecology Methods and the Resource Nexus ; Part III: Resource nexus modelling: Practices and future transformations ; 11 Integrating environmental and social impacts with Ecosystem services analysis ; 12 Modelling practices from local to global ; 13 Global change and K-waves: exploring nexus patterns ; 14 Foresight and scenarios: modelling practices and resource nexus assessment ; 15 Extending macro-economic modelling into the resource nexus ; 16 The five-node resource nexus dynamics: an integrated modelling approach ; Part IV: International political economy and the resource nexus ; 17 The resource nexus in an uncertain world: a non-equilibrium perspective ; 18 Mining and the resource nexus ; 19 Scarcities, supply and new resource curses? ; 20 The international commodity trade: Stylized facts ; 21 Rare Earth Elements and a resource nexus perspective ; 22 Governing land in the Global South ; Part V: Applying the resource nexus: Regional and Global Scale ; 23 Elements of the Water-Energy-Food nexus in China ; 24 The Energy-Materials nexus: the case of metals ; 25 Unconventional oil and gas production meets the resource nexus ; 26 Feeding Africa: Nexus-related opportunities, challenges and policy options ; 27 The five node resource nexus at sea ; Part VI: Governing the resource nexus: Emerging responses ; 28 Urban metabolism and new urban governance ; 29 Eco-innovation and resource nexus challenges: Ambitions and evidence ; 30 Green Chemistry: Opportunities, waste and food supply chains ; 31 California Innovations @ WEN ; 32 The UN, Global Governance and the SDGs

Note: This volume draws together the final outputs of the five-year UNESCO/IUGS/IGCP Project 571 and presents new data on radon in the built and natural environments, radon as a diagnostic tool of geophysical phenomena, reflections and recommendations on the future of radon research and a critique of radon's asserted use as a therapy. By considering all the aspects of radon as a health hazard and potential indicator of natural hazards, the project brought together the dispersed research (from universities, governmental and non-governmental bodies as well as commercial companies) on radon within an interdisciplinary context to facilitate scientific advancement and understanding. Through the establishment of working groups at regional and local levels and the development of research networks, a variety of international meetings were organized and a number of journal special issues published to disseminate the results. The scale of the project was global: scientists from over 20 European countries, plus countries in the Americas, Asia and the Middle East have been participants of the project. | Contents: Radon, Health and Natural Hazards: a signpost for assessment and protection in the 21st century / G. K. Gillmore, F. E. Perrier and R. G. M. Crockett / Geological Society, London, Special Publications, 451, 1-5, 31 January 2018, https://doi.org/10.1144/SP451.11 --- Radon as a carcinogenic built-environmental pollutant / Gavin K. Gillmore, Robin G. M. Crockett and Paul S. Phillips / Geological Society, London, Special Publications, 451, 7-34, 6 January 2017, https://doi.org/10.1144/SP451.5 --- Significant annual and sub-annual cycles in indoor radon concentrations: seasonal variation and correction / Robin G. M. Crockett, Christopher J. Groves-Kirkby, Antony R. Denman and Paul S. Phillips / Geological Society, London, Special Publications, 451, 35-47, 1 December 2016, https://doi.org/10.1144/SP451.2 --- Radon as an anthropogenic indoor air pollutant as exemplified by radium-dial watches and other uranium- and radium-containing artefacts / Robin G. M. Crockett and Gavin K. Gillmore / Geological Society, London, Special Publications, 451, 49-61, 9 December 2016, https://doi.org/10.1144/SP451.4 --- Radon dynamics in a dwelling with high radon levels in a karst area / J. Vaupotič, A. Brodar, A. Gregorič and I. Kobal / Geological Society, London, Special Publications, 451, 63-82, 11 January 2017, https://doi.org/10.1144/SP451.9 --- Radionuclides in groundwater, rocks and stream sediments in Austria – results from a recent survey / Gerhard Schubert, Rudolf Berka, Christian Katzlberger, Klaus Motschka, Monika Denner, Johannes Grath and Rudolf Philippitsch / Geological Society, London, Special Publications, 451, 83-112, 23 May 2017, https://doi.org/10.1144/SP451.10 --- Effective radium-226 concentration in rocks, soils, plants and bones / Frédéric Perrier, Frédéric Girault and Hélène Bouquerel / Geological Society, London, Special Publications, 451, 113-129, 21 November 2016, https://doi.org/10.1144/SP451.8 --- Radon-222 and radium-226 occurrence in water: a review / Frédéric Girault, Frédéric Perrier and Tadeusz A. Przylibski / Geological Society, London, Special Publications, 451, 131-154, 2 December 2016, https://doi.org/10.1144/SP451.3 --- Radon and carbon dioxide around remote Himalayan thermal springs / Frédéric Girault, Bharat Prasad Koirala, Mukunda Bhattarai and Frédéric Perrier / Geological Society, London, Special Publications, 451, 155-181, 2 December 2016, https://doi.org/10.1144/SP451.6 --- Radon surveys and monitoring at active volcanoes: learning from Vesuvius, Stromboli, La Soufrière and Villarrica / C. Cigolini, M. Laiolo, D. Coppola, C. Trovato and G. Borgogno / Geological Society, London, Special Publications, 451, 183-208, 1 December 2016, https://doi.org/10.1144/SP451.1 --- Radon: a radioactive therapeutic element / Tadeusz Andrzej Przylibski / Geological Society, London, Special Publications, 451, 209-236, 2 December 2016, https://doi.org/10.1144/SP451.7

Note: Glossary of terms and definitions -- Context and rationale -- Spirit and methodology -- Social sustainability in routine daily life -- Social sustainability and urban development -- Community resilience and environmental adversities -- Creating built environments that influence pro-community behaviours -- Built environments that influence socially sustainable behaviours -- Socially sustainable communities can also be resilient communities -- Findings and conclusion -- Recommendations: planning and designing for the socially sustainable resilient community -- References.

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

Note: Contents: 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: Presents main results over 20 years of research in an underground rock laboratory in claystone, Well-illustrated examples of the different stages of repository evolution, The reader gets an excellent overview and never loses the common thread of the rather complex thematic, Contains invaluable data and information relevant to fundamental problems

Note: Contents: Preface and acknowledgments ; 1. Introduction and overview ; 2. Technologies ; 3. International law ; 4. US law 5. Liability and compensation ; 6. Research governance ; 7. Conclusions and recommendations

Note: Text englisch mit deutscher und englischer Zusammenfassung

Note: Contents: Part 1: Crisis ; 1 The new anxieties ; Part 2: Restoring Ethics ; 2 The foundations of morality: from the selfish gene to the ethical group ; 3 The ethicla state ; 4 The ethical firm ; 5 The ethical family ; 6 The ethical world ; Part 3: Restoring the Inclusive Society ; 7 The geographic divide: booming metropolis, broken cities ; 8 The class divide: having it all, falling apart ; 9 The global divide: winners, and the left behind ; Part 4: Restoring Inclusive Politics ; 10 Breaking the extremes

Note: Contents: Introduction to Volume 3 ; 15. Social progress and cultural change ; 16. Religions and social progress: critical assessments and creative partnerships ; 17. Pluralization of families ; 18. Global health and the changing contours of human life ; 19. The contribution of education to social progress ; 20. Belonging ; 21. The Multiple directions of social progress: ways forward ; 22. The contribution of the social sciences to policy and institutional change

Note: Inhalt: Einführung und Hintergrund der terrestrischen Expeditionen in Sibirien / Hans-Wolfgang Hubberten, Dmitry Yu. Bolshiyanov, Mikhail N. Grigoriev, Volker Rachold, Eva-Maria Pfeiffer. - 1. Auf dem Weg zu den Lena-Expeditionen 1993-1997. - Seesedimente auf Taimyr und Sewernaja Semlja als Klima-Archiv / Pier Paul Overduin, Dmitry Yu. Bolshiyanov, Martin Melles. - Erste Studien zu Energie-, Wasser- und Spurengasflüssen in Tundraböden: Labas-See und Lewinson-Lessing-See, Taimyr-Halbinsel / Eva-Maria Pfeiffer, Julia Boike, Mikhail P. Zhurbenko, Dmitry Yu. Bolshiyanov. - Untersuchungen von Permafrost-Sequenzen in der Taimyr-Tiefebene (1994-1996) / Christine Siegert, Alexander Yu. Dereviagin. - Kohlenstoff in den arktischen Wüstenböden von Sewernaja Semlja / Eva-Maria Pfeiffer, Mikhail P. Zhurbenko, Dimitry Yu. Bolshiyanov. - Hydrologie, Geochemie und Sedimenttransport in den Flüssen Sibiriens - Das SYSTEM LAPTEV SEA Projekt 1994-1997 / Volker Rachold. - 2. Der Beginn der Lena-Expeditionen 1998-2002. - lnitiierung des Forschungsprojekts Lenadelta: Wissenschaftliche Strategie, Kooperation und Logistik / Volker Rachold, Martin Antonow, Mikhail N. Grigoriev, Dmitry Yu. Bolshiyanov, Eva-Maria Pfeiffer. - Die ersten Jahre der boden- und klimabezogenen Permafrostforschung auf Samoilow und Umgebung (Untersuchungen 1998-2001) / Eva-Maria Pfeiffer, Julia Boike, Günter Stoof, Lars Kutzbach, Mikhail N. Grigoriev, lrina A. Yakshina, Anno N. Kurchatova, Dmitry Yu. Bolshiyanov. - Bykowski-Halbinsel: Die erste Landexpedition mit Fokus auf das Paläoklima / Lutz Schirrmeister, Guido Grosse, Viktor V. Kunitsky, Christine Siegert, Hanno Meyer. - Schiffsexpeditionen von 1998 bis 2002 zur Untersuchung von Erosion und Geomorphologie der Küste mit Dunai, Neptun, Sofron Danilov und Pavel Bashmakov / Volker Rachold, Waldemar Schneider, Mikhail N. Grigoriev, Hans-Wolfgong Hubberten, Felix E. Are, Dmitry Yu. Bolshiyanov. - Untersuchung von Seen auf Arga: Geschichte und Entstehung des Lenadeltas / Georg Schwamborn, Mikhail N. Grigoriev, Volker Rachold, Vladimir E. Tumskoy, Lutz Schirrmeister, Guido Grosse. - Mikrobieller Kohlenstoffumsatz in der Auftauschicht und im Permafrost / Susanne Liebner, Christian Knoblauch, Eva-Maria Pfeiffer, Svetlana Yu. Evgrafova, Dirk Wagner. - Feldarbeit für die Rekonstruktion der Paläoumwelt / Lutz Schirrmeister, Tatyana V. Kuznetsova, Andrei A. Andreev, Frank Kienast, Dmitry Yu. Bolshiyanov. - 3. Prozessstudien zur Permafrostdynamik 2002-2005. - Submarine Permafrostbohrungen während der COAST 2005 Expedition / Volker Rachold, Mikhail N. Grigoriev, Dmitry Yu. Bolshiyanov, Waldemar Schneider. - Die frühe Forschungsstation Insel Samoilow und ihre Erweiterung 2005 / Hans-Wolfgang Hubberten, Julia Boike, Eva-Maria Pfeiffer, Günter Stoof, Alexander Yu. Gukav. - Installation des Samoilow Observatoriums - wissenschaftliches Monitoring von Klimadaten, Permafrostböden und Treibhausgasen (Untersuchungen 2002-2006) / Lars Kutzbach, Christian Wille, Torsten Sachs, David Holl, Günter Stoof Julia Boike, Mikhail N. Grigoriev, Eva-Maria Pfeiffer. - Mikrobieller Stickstoffumsatz in der Auftauschicht und den tieferen Permafrostsedimenten des Lenadeltas / Claudia Fiencke, Tina Sanders, Fabian Beermann, Elena E. Lebedeva, Eva-Maria Pfeiffer. - Geokryologische und paläoökologische Studien an den Küsten der Laptewsee / Lutz Schirrmeister, Christine Siegert, Guido Grosse, Hanno Meyer, Mikhail N. Grigoriev, Viktor V. Kunitsky. - Langzeitbeobachtungen der pelagischen Fauna in Seen und Tümpeln des Lenadeltas / Ekaterina N. Abramova, lrina I. Vishnyakova, Grigory A. Soloviev, Anna A. Abramova. - 4. Umsetzung neuer Forschungsthemen 2007-2012. - Die Dynamik der arktischen Küsten / Frank Günther, Mikhail N. Grigoriev, P. Paul Overduin, Hugues Lantuit, Hans-Wolfgang Hubberten. - Feldarbeit und Erstellung numerischer Modelle von submarinem Permafrost und Gashydraten / Hans-Wolfgang Hubberten, Pier Paul Overduin, Sebastian Wetterich, Mikhail N. Grigoriev. - Permafrostdegradation, Thermokarst und Thermoerosion - Feldforschung auf der Insel Kurungnach / Anne Morgenstern, lrina V Fedorova, Antonina A. Chetverova, Frank Günther, Mathias Ulrich, Fabian Beermann, Sebastian Zubrzycki, Sofia A. Antonova, Samuel Stettner, Julia Boike. - Mit Kettensäge zum Klimamodell - Eiskeile als Winterklima-Archive / Hanno Meyer, Thomas Opel, Alexander Yu. Dereviagin. - Veränderungen nordsibirischer Seen und Baumgrenzen in der Vergangenheit und Gegenwart als Reaktion auf Erwärmung / Ulrike Herzschuh, Luidmila A. Pestryakova, Laura S. Epp, Larisa A. Frolova, Ruslan M. Gorodnichev, Birgit Heim, Florion Jeltsch, Juliane Klemm, Stefan Kruse, Larisa B. Nazarova, Bastian Niemeyer, Anatolii N. Nikolaev, Kathleen R. Stoof-Leichsenring, Ralph Tiedemann, Mareike Wieczoreck, Evgenij S. Zakharov, Heike H. Zimmermann. - Kohlenstoff in Permafrost - Quantifizierung der Menge an organischem Material in Sibirien / Jens Strauss, Lutz Schirrmeister, Sebastian Zubrzycki, Alexander L. Kholodov, Mikhail N. Grigoriev, Viktor V. Kunitsky, Matthias Fuchs, Eva-Maria Pfeiffer, Guido Grosse. - Expeditionen mit Gummibooten und kleinen Flussbooten - Hydrologie und Geomorphologie des Lenadeltas / Dmitry Yu. Bolshiyanov, lrina V Fedorova, Julia Boike. - Mobilisierung und Ablagerung von Kohlenstoff im Lena-Flusssystem / Gesine Mollenhauer, Maria Winterfeld, Boris P. Koch, lrina V. Fedorova. - Holozäne Seen rund um das Lenadelta / Bernhard Diekmann, Boris Biskaborn, Luidmila A. Pestryakova, Dmitry A. Subetto, Dmitry Yu. Bolshiyanov, Ulrike Herzschuh, Georg Schwamborn, Volker Rachold. - Logistisch komplexe Einsätze - Beobachtungen von Energie und Treibhausgasflüssen aus der Luft mittels Helipod / Torsten Sachs, Eric Larmanau, Katrin Kohnert, Andrei Serafimavich. - Lena Expeditionen: Einbindung neuer deutscher Forschungsgruppen / Birgit Heim, Hans-Wolfgang Hubberten, Pier Paul Overduin, lrina V. Fedorova. - Ein Jahrzehnt der Küstenforschung im Lenadelta / lngeborg Bussmann, Dmitry Yu. Bolshiyanov, lrina V Fedorova, Mikhail N. Grigoriev, Alexander Yu. Gukov, Gerhard Kattner, Alexandra Kraberg, Denis V. Moiseev, Pier Paul Overduin, Lasse Sander, Karen H. Wiltshire. - 5. Neue Horizonte für Lena-Expeditionen - Die neue Forschungsstation Insel Samoilow. - Ministerpräsident W. W. Putin besucht die Insel Samoilow (P-Day) / Hanno Meyer, Thomas Opel, Alexander Yu. Dereviagin, Svetlana Yu. Evgrafava, Waldemar Schneider, Alexander S. Makarov, Mikhail N. Grigoriev. - Die neue Forschungsstation Insel Samoilow: Bau, Eröffnungsfeier, Anlage und Betrieb / Mikhail N. Grigoriev, Hans-Wolfgang Hubberten, Igor N. Yeltsov, Anne Morgenstern. - Samoilow in internationalen Programmen und Netzwerken - FLUXNET, GTN-P, INTERACT / Anne Morgenstern, Mikhail N. Grigoriev, Dmitry Yu. Bolshiyanov, Julia Boike, Lars Kutzbach. - Kurzer Überblick über die russisch-deutschen Permafrost-Projekte CARBOPERM und KoPf / Eva-Maria Pfeiffer, Hans-Wolfgang Hubberten, Mikhail N. Grigoriev, Dmitry Yu. Bolshiyanov, Sebastian Zubrzycki, Ulrike Herzschuh, Guido Grosse. - Einsatz von Fernerkundung im Gebiet der Laptewsee / Guido Grosse, Birgit Heim, Sofia Antonova, Julia Boike, Astrid Bracher, Alexey N. Fague, Frank Günther, Thomas Krumpen, Moritz Langer, Anne Morgenstern, Sina Muster, lngmar Nitze, Torsten Sachs. - Multidisziplinäre Studien auf Samoilow und Kurungnach: Geophysik, Fernerkundung, Geologie sowie botanische und Bodenstudien / Igor N. Yeltsov, Alexey N. Faguet, Leonid V. Tsibizov, Vladimir A. Kashirtsev, Vladimir V. Olenchenko, Andrey A. Kartozia, Nikolay N. Lashchinskiy. - Terrestrische Permafrost-Bohrkampagnen: Tiefe Einblicke in die Vergangenheit / Jens Strauss, Mikhail N. Grigoriev, Paul Overduin, Georgii Maximov, Guido Grosse, Alexey N. Fague, Leonid Tsibizov, Lutz Schirrmeister. - Langzeitmessungen der Energie-, Wasser-, und Treibhausgasflüsse zwischen Land und Atmosphäre von 2002 bis heute und darüber hinaus / David Holl, Ju , Contents: Introduction and Background to Terrestrial Expeditions in Siberia / Hans-Wolfgang Hubberten, Dmitry Yu. Bolshiyanov, Mikhail N. Grigoriev, Volker Rachold, Eva-Maria Pfeiffer. - 1. On the Way to the Lena Expeditions 1993-1997. - Lake Sediments on Taymyr and Severnaya Zemlya as a Climate Archive / Pier Paul Overduin, Dmitry Yu. Bolshiyanov, Martin Melles. - First Energy, Water, and Flux Studies of Tundra Soils - Labaz and Levinson-Lessing Lake, Taymyr Peninsula / Eva-Maria Pfeiffer, Julia Boike, Mikhail P. Zhurbenko, Dmitry Yu. Bolshiyanov. - Exploring Permafrost Sequences in the Taymyr Lowland (1994-1996) / Christine Siegert, Alexander Yu. Dereviagin. - Carbon in Arctic Desert Soils of Severnaya Zemlya / Eva-Maria Pfeiffer, Mikhail P. Zhurbenko, Dimitry Yu. Bolshiyanov. - Hydrology, Geochemistry, and Sediment Transport of the Siberian Rivers - The SYSTEM LAPTEV SEA Project 1994-1997 / Volker Rachold. - 2. The Beginning of the Lena Expeditions 1998-2002. - Initiation of the Research Project Lena Delta: Science Strategy, Cooperation, and Logistics / Volker Rachold, Martin Antonow, Mikhail N. Grigoriev, Dmitry Yu. Bolshiyanov, Eva-Maria Pfeiffer. - The First Years of Soil and Climate-Related Permafrost Research on Samoylov Island and Surroundings (Investigations 1998- 2001) / Eva-Maria Pfeiffer, Julia Boike, Günter Stoof, Lars Kutzbach, Mikhail N. Grigoriev, lrina A. Yakshina, Anno N. Kurchatova, Dmitry Yu. Bolshiyanov. - Bykovsky Peninsula: The First Land Expedition with a Focus on Paleoclimate / Lutz Schirrmeister, Guido Grosse, Viktor V. Kunitsky, Christine Siegert, Hanno Meyer. - The 1998-2002 Ship-Based Expeditions for Coastal Erosion and Geomorphological Studies with Dunay, Neptun, Sofron Danilov, and Pavel Bashmakov / Volker Rachold, Waldemar Schneider, Mikhail N. Grigoriev, Hans-Wolfgang Hubberten, Felix E. Are, Dmitry Yu. Bolshiyanov. - Lake Studies on Arga: History and Formation of the Lena Delta / Georg Schwamborn, Mikhail N. Grigoriev, Volker Rachold, Vladimir E. Tumskoy, Lutz Schirrmeister, Guido Grosse. - Microbial Carbon Turnover in the Active Layer and in Permafrost / Susanne Liebner, Christian Knoblauch, Eva-Maria Pfeiffer, Svetlana Yu. Evgrajova, Dirk Wagner. - Fieldwork for Reconstructing the Paleo-Environment / Lutz Schirrmeister, Tatyana V. Kuznetsova, Andrei A. Andreev, Frank Kienast, Dmitry Yu. Bolshiyanov. - 3. Process Studies of Permafrost Dynamics 2002-2006. - Subsea Permafrost Drilling During the COAST 2005 Expedition / Volker Rachold, Mikhail N. Grigoriev, Dmitry Yu. Bolshiyanov, Waldemar Schneider. - The Early Samoylov Station and Its Extension in 2005 / Hans-Wolfgang Hubberten, Julia Boike, Eva-Maria Pfeiffer, Günter Stoof, Alexander Yu. Gukov. - Installation of the Samoylov Observatory - Permafrost-Affected Soils and Greenhouse Gases (Investigations 2002-2006) / Lars Kutzbach, Christian Wille, Torsten Sachs, David Holl, Günter Stoof, Julia Boike, Mikhail N. Grigoriev, Eva-Maria Pfeiffer. - Microbial Nitrogen Turnover in the Active Layer and Deeper Permafrost Sediments of the Lena River Delta / Claudia Fiencke, Tina Sanders, Fabian Beermann, Elena E. Lebedeva, Eva-Maria Pfeiffer. - Geocryological and Paleoenvironmental Studies on the Coasts of the Laptev Sea / Lutz Schirrmeister, Christine Siegert, Guido Grosse, Hanno Meyer, Mikhail N. Grigoriev, Viktor V. Kunitsky. - Long-Term Observations of the Pelagic Fauna in Lakes and Ponds in the Lena Delta / Ekaterina N. Abramova, lrina I. Vishnyakova, Grigory A. Soloviev, Anna A. Abramova. - 4. Implementation of New Research Topics 2007-2012. - Arctic Coastal Dynamics / Frank Günther, Mikhail N. Grigoriev, Pier Paul Overduin, Hugues Lantuit, Hans-Wolfgang Hubberten. - Field Work and Numerical Modelling for Subsea Permafrost and Gas Hydrates / Hans-Wolfgang Hubberten, Pier Paul Overduin, Sebastian Wetterich, Mikhail N. Grigoriev. - Permafrost Degradation, Thermokarst and Thermal Erosion Fieldwork on Kurungnakh Island / Anne Morgenstern, Irina V. Fedorova, Antonina A. Chetverova, Frank Günther, Mathias Ulrich, Fabian Beermann, Sebastian Zubrzycki, Sofia A. Antonova, Samuel Stettner, Julia Boike. - With the Chainsaw to Climate Modelling - Ice Wedges as a Winter Climate Archive / Hanno Meyer, Thomas Opel, Alexander Yu. Dereviagin. - Past and Present Treeline and Lake Changes in Northern Siberia in Response to Warming / Ulrike Herzschuh, Luidmila A. Pestryakova, Laura S. Epp, Larisa A. Frolova, Ruslan M. Gorodnichev, Birgit Heim, Florion Jeltsch, Juliane Klemm, Stefan Kruse, Larisa B. Nazarova, Bastian Niemeyer, Anatolii N. Nikolaev, Kathleen R. Stoof-Leichsenring, Ralph Tiedemann, Mareike Wieczoreck, Evgenij S. Zakharov, Heike H. Zimmermann. - Organic Matter Matters- Quantifying the Amount of Carbon in Northern Siberia / Jens Strauss, Lutz Schirrmeister, Sebastian Zubrzycki, Alexander L. Kholodov, Mikhail N. Grigoriev, Viktor V. Kunitsky, Matthias Fuchs, Eva-Maria Pfeiffer, Guido Grosse. - Expeditions with Rubber Boats and Small River Vessels - Hydrology and Geomorphology of the Lena Delta / Dmitry Yu. Bolshiyanov, lrina V Fedorova, Julia Boike. - Mobilization and Deposition of Carbon in the Lena River System / Gesine Mollenhauer, Maria Winterfeld, Boris P. Koch, lrina V. Fedorova. - Holocene Lakes Around the Lena Delta / Bernhard Diekmann, Boris Biskaborn, Luidmila A. Pestryakova, Dmitry A. Subetto, Dmitry Yu. Bolshiyanov, Ulrike Herzschuh, Georg Schwamborn, Volker Rachold. - Complex Logistical Operations - Airborne Energy and Greenhouse Gas Flux Observations by Helipod / Torsten Sachs, Eric Larmanau, Katrin Kohnert, Andrei Serafimavich. - Lena Expeditions: Integration of New German Research Groups / Birgit Heim, Hans-Wolfgang Hubberten, Pier Paul Overduin, lrina V. Fedorova. - A Decade of Coastal Research in the Lena Delta / lngeborg Bussmann, Dmitry Yu. Bolshiyanov, lrina V Fedorova, Mikhail N. Grigoriev, Alexander Yu. Gukov, Gerhard Kattner, Alexandra Kraberg, Denis V. Moiseev, Pier Paul Overduin, Lasse Sander, Karen H. Wiltshire. - 5. New Horizons for Lena Expeditions - The New Research Station Samoylov Island. - Prime Minister V. V. Putin Visits Samoylov Island (P-Day) / Hanno Meyer, Thomas Opel, Alexander Yu. Dereviagin, Svetlana Yu. Evgrafava, Waldemar Schneider, Alexander S. Makarov, Mikhail N. Grigoriev. - The New Research Station Samoylov Island: Construction, Opening Ceremony, Facilities, and Operation / Mikhail N. Grigoriev, Hans-Wolfgang Hubberten, Igor N. Yeltsov, Anne Morgenstern. - Samoylov in International Programs and Networks - FLUX NET, GTN-P, INTERACT / Anne Morgenstern, Mikhail N. Grigoriev, Dmitry Yu. Bolshiyanov, Julia Boike, Lars Kutzbach. - Short Overview of the Russian-German Permafrost Projects CARBOPERM and KoPf / Eva-Maria Pfeiffer, Hans-Wolfgang Hubberten, Mikhail N. Grigoriev, Dmitry Yu. Bolshiyanov, Sebastian Zubrzycki, Ulrike Herzschuh, Guido Grosse. - Application of Remote Sensing in the Laptev Sea Region / Guido Grosse, Birgit Heim, Sofia Antonova, Julia Boike, Astrid Bracher, Alexey N. Fague, Frank Günther, Thomas Krumpen, Moritz Langer, Anne Morgenstern, Sina Muster, lngmar Nitze, Torsten Sachs. - Multidisciplinary Studies on Samoylov and Kurungnakh: Geophysics, Remote Sensing, Geology, Botanical, and Soil Studies / Igor N. Yeltsov, Alexey N. Faguet, Leonid V. Tsibizov, Vladimir A. Kashirtsev, Vladimir V. Olenchenko, Andrey A. Kartozia, Nikolay N. Lashchinskiy. - Deep lnsights into the Past Terrestrial Permafrost Drilling Campaigns / Jens Strauss, Mikhail N. Grigoriev, Paul Overduin, Georgii Maximov, Guido Grosse, Alexey N. Fague, Leonid Tsibizov, Lutz Schirrmeister. - Long-Term Measurements of Land-Atmosphere Fluxes of Energy, Water, and Greenhouse Gases from 2002 until Today and Beyond / David Holl, Julia Boike, Torsten Sachs, Peter Schreiber, Niko Bornemann, Christian Wille, Eva-Maria Pfeiffer, Irina V. Fedorova, Lars Kutzbach. - Carbon Turnover of Thawing Permafrost in the Lena Delta / , Russische Ausgabe in kyrillischer Schrift

Note: Contents: Introduction: The Future is in Our Hands ; PART I SOURCES OF WORRY, REASONS FOR HOPE ; 1 Global Successes and Looming Catastrophes ; 2 Globalization and Technology: Choices and Contingencies ; 3 The Expanding Circle of Respect and Dignity ; 4 The Big Challenge ; PART II ACTING FOR SOCIAL PROGRESS ; 5 In Search of a New “Third Way” , 6 Reforming Capitalism , 7 From the Welfare State to the Emancipating State , 8 From Polaritics to Politics , Conclusion: Mobilizing Change- Makers

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: 1: Introduction to complex systems ; 2: Probability and random processes ; 3: Scaling ; 4: Networks ; 5: Evolutionary processes ; 6: Statistical mechanics & information theory for complex systems ; 7: The future of the science of complex systems? ; 8: Special functions and approximations

Note: Jacobin legacy: the origins of social justice -- National welfare and the universal declaration -- FDR's second bill -- Globalizing welfare after empire -- Basic needs and human rights -- Global ethics from equality to subsistence -- Human rights in the neoliberal maelstrom -- Conclusion: Croesus's world.

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: 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: TABLE OF CONTENTS SUMMARY 1. BACKGROUND AND OVERARCHING GOALS OF MOSAiC 2. MEASUREMENTS AND REQUIREMENTS 2.1 Atmosphere (team ATMOS) 2.2 Sea Ice and Snow Cover (team ICE) 2.3 Ocean (team OCEAN) 2.4 Bio-geochemical System (team BGC) 2.5 Ecosystem (team ECO) 2.6 Cross-team coordination 3. OBSERVATIONAL SCALES AND SCIENTIFIC-TECHNICAL IMPLEMENTATION 3.1 Installations, Labs, and Containers on Polarstern 3.2 Major Installations on/in/under the Central lee Camp 3.3 Deployment and Operation ofthe Distributed Network 3.4 Airborne Observations 3.5 Hovercraft Observations 3.6. Other Main Platforms 3.7 Intensive Observation Periods 3.8 Events 4. PRACTICAL/ LOGISTICAL ASPECTS 4.1 Detailed Time Line (2016-2022) 4.2 Drift Trajectory and Re-supply 4.3 Personnel and Personnel Exchange 4.4 Routine Operations during the Drift 4.5 Governance Structure 4.6 Rescue and Alternative Plans 4.7 Safety Aspects during the Drift 4.8 Impacts of Polarstern on Measurements and Environment 4.9 Outreach and Media Concept 4.10 Preparation and summary workshops, conferences 5. IMPLEMENTATION OF REMOTE SENSING 5.1 Pre-drift Coordination of the Remote Sensing Program 5.2 Acquisition of Satellite Data during the Drift 5.3 Coordination with In-situ Measurements 6. IMPLEMENTATION OF NUMERICAL MODELS 6.1 Operational Forecast and Reanalysis Products of the MOSAiC Drift 6.2 Data Assimilation Studies 6.3 Process and Regional Modeling of the Sub-systems 6.4 Coupled Climate Modeling 7. DATA POLICY AND MANAGEMENT PLAN 7.1 Outcome ofthe St. Petersburg Implementation Workshop 7.2 The MOSAiC Data Group: Development ofthe Data Management Plan 7.3 The Technical Concept for Supporting the Data Life Cycle in MOSAiC 7.4 The Role of PANGAEA as MOSAiC Data Repository 7.5 Project Data Management and Publication 8. LINKS TO EXTERNAL PROGRAMS AND PROJECTS 8.1 Cooperation with External Projects and Programs 8.2 Cooperation with Parallel Experiments 9. APPENDIX 9.1 Preliminary Tables of Parameters for Sections 2.1 to 2.5 9.2 Preliminary Table of Partners 9.3 List of Abbreviations

Note: Contents: Part I: An Introduction to Fortran 90 and Numerical Methods ; 1: Fortran 90: A Simple Programming Language ; 2: Numerical Solution Methods ; Part II: Computational Economics for Beginners ; 3: The Static General Equilibrium Model ; 4: Topics in Finance and Risk Management ; 5: The Life Cycle Model and Intertemporal Choics ; 6: The Overlapping Generations Model ; 7: Extending the OLG Model ; Part III: Advanced Computational Economics ; 8: Introduction to Dynamic Programming ; 9: Dynamic Macro I: Infinite Horizon Models ; 10: Life-Cycle Choices and Risk ; 11: Dynamic Macro II: The Stochastic OLG Model

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: Contents: Intro -- Foreword -- Preface -- Contents -- List of Figures -- List of Tables -- Part I -- Chapter 1: Introduction -- 1.1 Themes, Approach and Structure of the Book -- 1.1.1 Methodology and Approach -- 1.1.2 Structure and Themes -- References -- Chapter 2: Political Coalitions in Agricultural and Food Policies -- 2.1 Introduction -- 2.2 Value Chains and Political Coalitions -- 2.2.1 Consumers -- 2.2.2 Landowners -- 2.2.3 Environmental Concerns -- 2.2.4 International Interests -- 2.2.5 Globalization of Value Chains and New International Coalitions -- 2.2.6 GM Regulations and Agribusiness -- 2.2.7 An Iron Triangle of Food Aid -- 2.2.8 Food, Feed, and Fuel -- 2.2.9 Insuring Crops or the Insurance Industry? -- 2.2.10 Consumer-Farmer Coalitions -- 2.3 Conclusions -- References -- Chapter 3: Factors Influencing Policy Choices -- 3.1 Income Distribution -- 3.1.1 Relative Income and Loss Aversion -- 3.1.2 Inequality and Ideology -- 3.2 Economic Structure -- 3.3 Deadweight Costs and Transaction Costs -- 3.4 Political Institutions -- 3.4.1 Political Regimes -- 3.4.2 Democratization and Agricultural Policies -- 3.4.3 Bureaucracies and Institutions -- 3.5 Ideology -- 3.6 Political Organization -- 3.7 Information -- 3.7.1 The Rationally Ignorant Voter -- 3.7.2 Mass Media -- 3.7.3 The Bad News Hypothesis -- 3.7.4 Information and Policy Instrument Choice -- 3.8 Crises -- 3.9 International Institutions -- 3.10 Conclusion -- References -- Part II -- Chapter 4: The Development Paradox -- 4.1 Economic Growth, Restructuring, and Political Incentives -- 4.1.1 Information Costs -- 4.1.2 Political Organization -- 4.1.3 Political Reforms -- 4.2 Development and Policy Combinations -- References -- Chapter 5: Anti-Trade Bias and the Political Economy of Instrument Choice -- 5.1 Anti-Trade Bias -- 5.2 Political Economy of Instrument Choice 5.3 Instrument Choice, Trade, and International Institutions -- References -- Chapter 6: Development Paradox and Anti-Trade Bias Revisited? -- 6.1 Introduction -- 6.2 Reform and Decline of Agricultural Taxation in Poor Countries 1980-2010 -- 6.2.1 Economic Growth: The Development Paradox at Work -- 6.2.2 Political Reforms and Mass Media -- 6.2.3 Structural-Adjustment Programs and Policy Conditionality -- 6.2.4 Summary -- 6.3 Reform of Agricultural Subsidies in Rich Countries -- 6.3.1 The WTO and Policy Reforms -- References -- Chapter 7: Policy Reform in History: Europe, the USA, and China -- 7.1 Introduction -- 7.2 Europe -- 7.2.1 Free Trade in Europe -- 7.2.2 The Agricultural Crisis of the Late Nineteenth Century -- 7.2.3 The Growth of Agricultural Protection in the Mid-­Twentieth Century -- 7.2.4 The Common Agricultural Policy (CAP) -- 7.2.5 A Perfect Storm -- 7.3 USA -- 7.3.1 The Emergence of the Farm Bills -- 7.3.2 Political Coalitions in the Farm Bill -- 7.3.3 Persistence and Policy Reforms -- 7.3.4 Recoupling Through Crop Insurance and Biofuels -- 7.4 China -- 7.4.1 Political Changes, Grassroots Pressure, and Agricultural Reform -- 7.4.2 The World's Largest Agricultural Subsidy Program -- References -- Part III -- Chapter 8: Food Price Volatility -- 8.1 Introduction -- 8.2 Benefits and Costs of Price Stabilization -- 8.2.1 Balancing Volatility and Distortions -- 8.3 Trading-off Volatility and Distortions? Empirical Observations -- 8.4 Food Politics with Price Volatility -- References -- Chapter 9: Crises, Media, and Agricultural Development Policy -- 9.1 Introduction -- 9.2 The Right Price of Food -- 9.2.1 Some Basic Principles -- 9.3 Communications on Price Effects on Poverty and Food Security -- 9.4 The Market for Communication, Mass Media, and Donor Funding -- 9.4.1 Communication Incentives -- 9.4.2 Mass Media and Social Media 9.5 Food Prices and Development Policy Priorities and Funding -- 9.6 Bad News and Good Policies? -- References -- Chapter 10: Food Standards -- 10.1 Introduction -- 10.2 Efficiency and Equity Effects -- 10.3 Government Decision-Making on Standards -- 10.4 Development and Pro-Standard and Anti-­Standard Coalitions -- 10.5 Standards and Trade -- 10.6 The Persistence of Standards: Dynamic Political Economics -- 10.7 Trade and Political Dynamics -- References -- Chapter 11: Public Investments in Agricultural and Food Research -- 11.1 Introduction -- 11.2 Spillover Effects of Public Research -- 11.3 Distributional Effects of Public Research Investment -- 11.4 Economic Development and Research Investment -- 11.5 Trade and the Impacts of Public Research -- 11.6 Interactions with Other Policies -- References -- Chapter 12: Land and Institutional Reforms -- 12.1 Introduction -- 12.2 Political Reforms and Land Reforms: Lessons from Early Twentieth-Century Western Europe -- 12.2.1 Efficiency of Land Rental and Sales Markets -- 12.2.2 A Political Economy Answer to the Puzzle -- 12.2.3 Political Reforms in the Nineteenth and Twentieth Centuries and Land Tenure Reforms -- 12.2.4 Tenure Reform Patterns -- 12.3 Political Changes and Institutional Reforms: Lessons from East Asia and Eastern Europe in the Late Twentieth Century -- 12.3.1 Leadership Change, Reforms, and Legitimacy of the Political System in China -- 12.3.2 Economic Reforms and Political Collapse in Eastern Europe -- 12.3.3 Grassroots Pressure and Leadership Support for Reforms -- 12.4 Historical Legacies and Land Reforms -- 12.4.1 Transfer Landownership or Use Rights? -- 12.4.2 Transfer Land to the Current Users or Previous Owners? -- 12.4.3 In-Kind Versus Share Distribution of Land? -- 12.5 Conclusions: Political Regime Change and Grassroots Pressure -- References -- Chapter 13: Policy Interactions 13.1 Introduction -- 13.2 Economic Interaction Effects -- 13.3 Political Interaction Effects: Compensation -- 13.4 An Illustration of EIEs and PIES -- 13.4.1 Interactions of Public Agricultural Research Investment and Commodity Policies -- 13.4.2 EIEs with Fixed Commodity Policy -- 13.4.3 EIEs with Endogenous Commodity Policy -- 13.4.4 Politically Optimal PARI with Commodity Policy -- 13.4.5 Economic Development and Endogenous Research and Commodity Policies -- 13.5 Institutions and Credible Compensation -- 13.5.1 Compensation, Enforcement, and Institutions -- References -- Index

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

Note: Dissertation, Gottfried Wilhelm Leibniz Universität Hannover, 2018 , Introduction 1.1 Synthetic Aperture Radar from Spaceborne Remote Sensing 1.2 Satellite-Based Monitoring of the Terrestrial Water Cycle 1.3 Remote Sensing of Water Storage in Central Asia 1.4 GFZ Activities in Central Asia and Study Areas in Kyrgyzstan 1.5 Research Objectives 1.6 Outline and Structure of the Thesis 2 Fundamentals of Synthetic Aperture Radar Remote Sensing 2.1 SAR Satellite Data 2.2 SAR Satellite Missions 2.3 Interferometric SAR 2.4 DInSAR Time Series with PSI 2.5 DInSAR Time Series with SBAS 2.6 Feature Tracking 3 State of the Art 3.1 Inter- and Intra-Annual Glacier Surface Velocities from SAR Data 3.2 Inter- and Intra-Annual Glacier Elevation Changes from SAR Data 3.3 Inter- and Intra-Annual Loading-Induced Crustal Deformations at Water Reservoirs from SAR Data 4 Quantification of Inylchek Glacier Surface Kinematics 4.1 Abstract 4.2 Introduction 4.3 Inylchek Glacier 4.4 Data and Methodology 4.4.1 TerraSAR-X Data Set 4.4.2 Feature Tracking 4.4.3 Decomposition to 3D Velocities 4.5 Results 4.6 Discussion 4.6.1 Error Estimation 4.6.2 Inter-Annual Kinematics of the Upper Southern Inylchek Glacier Branch .... 4.6.3 Lake Level Extent and GLOF 4.7 Conclusions 4.8 Acknowledgements 4.9 Author Contribution 5 Quantification of Inylchek Glacier Elevation Changes 5.1 Abstract 5.2 Introduction 5.3 Data 5.3.1 TanDEM X Data 5.3.2 External DEMs 5.3.3 Glacier Outlines of Inylchek 5.4 Methodology 5.4.1 Interferometric Processing of TanDEM-X Data 5.4.2 Alignment of the SRTM and TDX DEMs 5.4.3 Radar Penetration Correction 5.4.4 DEM Elevation Difference Calculation 5.4.5 Accuracy Assessment 5.5 Results and Discussion 5.5.1 Uncertainty of Measurements 5.5.2 DEM Alignment Quality 5.5.3 Inylchek Elevation Changes 5.6 Conclusions 5.7 Acknowledgements 5.8 Author Contribution 6 Quantification of Toktogul Water-Level-Induced Ground Deformations 6.1 Abstract 6.2 Introduction 6.3 Materials and Methods 6.3.1 Lake Altimetry 6.3.2 DInSAR processing of Envisat ASAR and Sentinel-1 Data 6.3.3 Atmospheric Correction 6.3.4 Deformation Decomposition of SentineH Data 6.3.5 Modelling of Elastic Surface Deformations 6.4 Results 6.4.1 Atmospheric Corrections 6.4.2 Ground Deformation 6.5 Discussion 6.5.1 Atmospheric Corrections 6.5.2 Ground Deformation 6.6 Conclusions 6.7 Acknowledgments 6.8 Author Contribution 7 Subsequent Work 7.1 Scope of the Chapter 7.2 GNSS-derived Inylchek Glacier Surface Kinematics 7.2.1 Abstract 7.2.2 Author Contribution 7.3 Monitoring of Lake Merzbacher's GLOF Event 7.3.1 Abstract 7.3.2 Author Contribution 7.4 Ongoing Work at GFZ Based on the Results of this Thesis 8 Summary and Outlook 8.1 Summary of Main Results 8.1.1 Methodological Aspects 8.1.2 Monitoring of Short-Time Changes 8.2 Outlook Bibliography

Note: Dissertation, Gottfried Wilhelm Leibniz Universität Hannover, 2018 , 1. Einleitung 1.1. Motivation 1.2. Ziel der Arbeit 1.3. Struktur derArbeit 2. Grundlagen 2.1. Laserscanning 2.1.1. Distanzmessung 2.1.2. Scanmechanismus 2.1.3. Mobile Mapping 2.1.4. Registrierung von Punktwolken 2.1.5. Räumliche Datenstrukturen 2.1.6. Segmentierung in Punktwolken 2.2. Maschinelles Lernen 2.2.1. K-Means-Algorithmus 2.2.2. Bewertung einer Klassifizierung 2.2.3. Random Forests 2.2.4. Neuronale Netze 2.3. Filterverfahren zurLokalisierung 2.3.1. Bayessche Filter 2.3.2. Kalman-Filter 2.3.3. Extended Kalman-Filter 3. Stand der Forschung 3.1. Detektion dynamischer Objekte 3.1.1. Änderungsdetektion in Punktwolken 3.1.2. Klassifizierung dynamischer Objekte 3.2. Fahrzeuglokalisierung 3.2.1. Feinlokalisierung 3.2.2. Globale Positionsbestimmung 4. Verwendete Sensoren und Daten 4.1. Mobile-Mapping-System Riegl VMX-250 4.2. Valeo Scala 4.3. Oxford Robotcar Dataset 4.4. Velodyne VLP-16 4.4.1. Kalibrierung des Systems 4.5. Vergleich der verwendeten Laserscanner 5. Detektion dynamischer Objekte 5.1. Anderungsdetektion 5.2. Klassifizierung dynamischer Objekte 5.2.1. Klassifizierung von Vegetation 5.2.2. Klassifizierung dynamischer Objekte in einzelnen Zeilenscans 5.2.3. Klassifizierung dynamischer Objekte in Scanbildern 6. Fahrzeug-Lokalisierung durch Automotive-Laserscanner 6.1. Verwendung stangenförmiger Objekte undEbenen 6.1.1. Erstellung der Referenzkarte 6.1.2. Extraktion der Landmarken aus den Messungen eines horizontal montierten Automotive-Zeilenscanners 6.1.3. Extraktion der Landmarken aus den Messungen eines vertikal montierten Automotive-Laserscanners 6.1.4. Landmarken-Muster 6.2. Sequenzanalyse zur globalen Lokalisierung 6.2.1. Reduzierung der Dimension durch einen Autoencoder 6.2.2. Clustering der Daten 6.2.3. Bestimmung der Position 6.3. Scanbildkorrelation zur hochgenauen Lokalisierung 6.3.1. Automotive Daten eines Einzeilenscanners 6.3.2. Verwendung der Daten des Velodyne VLP-16 7. Ergebnisse der Fahrzeug-Lokalisierung 7.1. Verwendung stangenförmiger Objekte und Ebenen zur Fahrzeug-Lokalisierung 7.1.1. Valeo Scala 7.1.2. Velodyne VLP-16 7.1.3. Auswertung der Zuordnung überLandmarken-Muster 7.1.4. Laufzeitbetrachtung 7.2. Sequenzanalyse 7.2.1. Automotive-Daten eines Einzeilen-Laserscanners 7.2.2. Oxford Robotcar Dataset 7.2.3. Velodyne VLP-16 7.2.4. Verwendung eines Filteransatzes 7.2.5. Laufzeitbetrachtung 7.3. Scanbildkorrelation 7.3.1. Automotive-Daten eines Einzeilen-Laserscanners 7.3.2. Velodyne VLP-16 7.3.3. Laufzeitbetrachtung 7.4. Diskussion der Ergebnisse 8. Zusammenfassung und Ausblick 8.1. Zusammenfassung 8.2. Ausblick Anhang A. Ergebnisse der Lokalisierungüber stangenförmige Objekte und Ebenen B. Ergebnisse der Sequenzanalyse durch einen Velodyne VLP-16 Abbildungsverzeichnis Tabellenverzeichnis Literaturverzeichnis Lebenslauf Danksagung , Deutsche und englische Zusammenfassung

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

Note: Contents Part I Neural Dynamics in Motor and Sensory Systems and in Cognitive Functions 1 Decomposition of Superimposed Chaotic Spike Sequences by Using the Bifurcating Neuron / Akihiro Yamaguchi, Yutaka Yamaguti, and Masao Kubo 2 Neural Energy Properties and Mental Exploration Based on Neural Energy Field Gradient / Yihong Wang, Xuying Xu, and Rubin Wang 3 Information Coded in the Striatum During Decision-Making / Makoto Ito and Kenji Doya 4 A Comparison of Reward Values Encoding Function Between the Prefrontal Cortex and Striatum in Monkey / Zaizhi Wen, Jianhua Zhang, and Xiaochuan Pan 5 Injection of Muscimol into Prefrontal Cortex Impairs Monkey’s Reward Transitive Inference / Xiaochuan Pan, Rubin Wang, and Masamichi Sakagami 6 Behavioral and Cognitive Impairments Induced by Low Doses of MK-801 and Ketamine / Marta Lovera-Ulecía, Lucía Moreno-Lama, María Ángeles Gómez-Climent, José M. Delgado-García, and Agnès Gruart 7 Changes in Brain Activity During Instrumental Behavior After Additional Learning in Rats / Vladimir Gavrilov 8 Coincidence Detection and Absolute Threshold in the Auditory Brainstem / Ray Meddis 9 Simultaneous Observation and Imagery of Hand Movement Enhance Event-Related Desynchronization of Stroke Patients / Atsuhiro Ichidi, Yuka Hanafusa, Tatsunori Itakura, and Toshihisa Tanaka 10 Behavioral and Brain Activity Modulation Through Neurofeedback Training Using Electroencephalography / Takuya Kimura and Jiro Okuda Part II Cognitive Network and Multi-scale Neural Network Dynamics 11 Network Model for Dynamics of Perception with Reservoir Computing and Predictive Coding / Yuichi Katori 12 Analysis of Structure-Function Relationship Using a Whole-Brain Dynamic Model Based on MRI Images of the Common Marmoset / Hiromichi Tsukada, Hiroaki Hamada, Ken Nakae, Shin Ishii, Junichi Hata, Hideyuki Okano, and Kenji Doya 13 A Structure and Function of Hippocampal Memory Networks in Consolidating Spatiotemporal Contexts / Hiromichi Tsukada, Minoru Tsukada, and Yoshikazu Isomura 14 A Pseudo-neuron Device and Firing Dynamics of Their Networks Similar to Neural Synchronizing Phenomena Between Far Local Fields in the Brain /Tomoyuki Yano, Yoshitomo Goto, Tomoyuki Nagaya, Ichiro Tsuda, and Shigetoshi Nara 15 Neurodynamics on Up and Down Transitions of Membrane Potential: From Single Neuron to Network / Xuying Xu, Rubin Wang, and Jianting Cao 16 Effects of Temporal Integration on Computational Performance of Spiking Neural Network / Fangzheng Xue, Yang Zhang, Hongjun Zhou, and Xiumin Li 17 Anticipatory Top-Down Interactive Neural Dynamics / Steven L. Bressler 18 Coherence-Based Coding in Spiking Neural Network with Global Inhibitory Feedback / Jinli Xie, Qinjun Zhao, and Jianyu Zhao 19 Time-Varying Scalp EEG Network Patterns for Music Tempo Perception /Wei Xu, Yin Tian, Haiyong Zhang, Huiling Zhang, Zhongyan Wang, Li Yang, Shuxing Zheng, Yupan Shi, Xing Zhao, Dechun Zhao, Xiuxing Wang, Yu Pang, and Zhangyong Li 20 Serotonin 5-HT1A Receptors Modulate Neural Rhythms in Prefrontal Cortex and Hippocampus and Prefronto-Hippocampal Connectivity in Alert Mice / Thomas Gener, Adrià Tauste-Campo, Maria Alemany-González, Cristina Delgado-Sallent, and Maria Victoria Puig Part III Neuroengineering, Neuroinformation and Brain Computer Interaction 21 A New Paradigm Based on Dynamic Visual Stimulation in BCI / Zhaoyang Qiu, Jing Jin, Hanhan Zhang, Yu Zhang, Bei Wang, and Xingyu Wang 22 Asynchronous Stimulation Method for N100-P300 Speller / Natsuki Morita and Yoshikazu Washizawa 23 Attention Evaluation Based on Single Prefrontal EEG / Jianhai Zhang, Gaomin Liu, Shaokai Zhao, and Wenhao Huang 24 Multi-Linc: A New Approach for Exploring Inter-areal Spike Communication / Yoshikazu Isomura 25 Intra-body Communication as an Emerging Approach to Neuromodulation / Javier Reina-Tosina, M. Amparo Callejón, Laura Fernández, and Laura M. Roa 26 Electrophysiology Techniques in Visual Prosthesis / Alejandro Barriga-Rivera and Gregg Jorgen Suaning 27 Application of Video-Oculography for the Analysis of the Vestibulo-Ocular Reflex in Acute Hypoxic Mice / Juan Carlos López-Ramos, Ana Belén García Cebrián, and José M. Delgado-García 28 RatButton: A User-Friendly Touchscreen Presentation Software / Celia Andreu-Sánchez, Miguel Ángel Martín-Pascual, Agnès Gruart, and José María Delgado-García 29 ERFo: An Algorithm for Extracting a Range of Optimal Frequencies for Filtering Electrophysiological Recordings / C. Rocío Caro-Martín, Agnès Gruart, José M. Delgado-García, and Alessandro E. P. Villa 30 VISSOR: An Algorithm for the Detection, Identification, and Classification of the Action Potentials Distributed Across Electrophysiological Recordings / C. Rocío Caro-Martín, José M. Delgado-García, Agnès Gruart, and Raudel Sánchez-Campusano Part IV Modelling Higher-Order Functions and Dysfunctions 31 Influence of β-Amyloid Plaques on the Local Network Activity in the APP/PS1 Mouse Model of Alzheimer’s Disease / Patricia Castano-Prat, Guillermo Aparicio-Torres, Alberto Muñoz, and Maria V. Sanchez-Vives 32 Altered Functional Connectivity in a Mouse Model of Fragile X Syndrome / Miguel Dasilva, Alvaro Navarro-Guzman, Luca Maiolo, Andres Ozaita, and Maria V. Sanchez-Vives 33 Multiple Epileptogenic Foci Can Promote Seizure Discharge Onset and Propagation / Denggui Fan and Qingyun Wang 34 An ERP Study Reveals How Training with Dual N-Back Task Affects Risky Decision Making in a Gambling Task in ADHD Patients / Sarah K. Mesrobian, Alessandra Lintas, Manon Jaquerod, Michel Bader, Lorenz Götte, and Alessandro E. P. Villa 35 Working Memory Development in Attention Deficit Children and Adolescents / Elena I. Rodríguez-Martínez, Antonio Arjona-Valladares, Francisco J. Ruíz-Martínez, Manuel Morales, Catarina I. Barriga-Paulino, Jaime Gómez-González, and Carlos M. Gómez 36 Spectral Power and Maturational Frequency-Coupling Differences Between Attention Deficit and Control Children and Adolescents / Elena I. Rodríguez-Martínez, Brenda Y. Angulo-Ruíz, Antonio Arjona-Valladares, Francisco J. Ruíz-Martinez, Jaime Gómez-González, and Carlos M. Gómez 37 Event-Related Potentials During a Delayed Match-to-Sample Test to Evaluate Working Memory Development in Control and Attention Deficit Children and Adolescents / Antonio Arjona-Valladares, Elena I. Rodríguez-Martínez, Francisco J. Ruíz-Martínez, Jaime Gómez-González, and Carlos M. Gómez 38 Postnatal Development of Sleep-Wake Cycle in Wild-Type Mice / Ángeles Prados-Pardo, Sandra Yaneth Prieto-Soler, and Eduardo Domínguez-del-Toro 39 Complexity of Heart Rate As a Value of Behavioral Complexity / Anastasiia Bakhchina 40 Neural Generators of the N2 Component for Abstinent Heroin Addicts in a Dot-Probe Task / Hongqian Li, Qinglin Zhao, Bin Hu, Yu Zhou, and Quanying Liu Part V Oscillation, Synchronization, Neural Plasticity, and Coordination Dynamics from Neural to Social Systems 41 Changes in Phase Synchronization of EEG During Development of Symbolic Communication Systems / Masayuki Fujiwara, Takashi Hashimoto, Guanhong Li, Jiro Okuda, Takeshi Konno, Kazuyuki Samejima, and Junya Morita 42 Effect of Spike-Timing-Dependent Plasticity on Stochastic Spike Synchronization in an Excitatory Neuronal Population / Sang-Yoon Kim and Woochang Lim 43 Alpha Phase Is Regulated by Gamma Power in Mouse Hippocampus / Tao Zhang, Xiaxia Xu, and Zhuo Yang 44 Quantitative Analysis of Functional Connectivity Between Prefrontal Cortex and Striatum in Monkey / Zaizhi Wen, Jianhua Zhang, Xiaochuan Pan, and Rubin Wang 45 Spontaneous Theta Rhythm Predicts Insomnia Duration: A Resting-State EEG Study / Wenrui Zhao, Dong Gao, Faguo Yue, Yanting Wang, Dandan Mao, Tianqiang Liu, and Xu Lei 46 Differences in Perceiving Narratives Through Screens or Reality / Miguel Ángel Martín-Pascual, Celia Andreu-Sánchez, José M. Delgado-García, and Agnès Gruart 47 Self-Organization with Constraints: The Significance of Invariant Manifolds / Ichiro Tsuda 48 On the Nature of Coordination in Nature / Emmanuelle Tognoli,

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

Note: Contents 1 Crustaceans in the History of the Baltic Sea 2 The Baltic Sea: A Living Environment 2.1 Salinity 2.2 Temperature 2.3 Stagnation 2.4 Oxygenation 2.5 Bottom Sediments 2.6 The Impact of Human Activities 3 The Szczecin Lagoon and Pomeranian Bay 4 The Gulf of Gdan´ sk and Vistula Lagoon 5 The Gulf of Riga 6 The Gulf of Finland 7 The Gulf of Bothnia 8 General Characteristics of Malacostraca 9 Species Accounts 9.1 Mysidacea 9.1.1 Mysis mixta 9.1.2 Mysis relicta 9.1.3 Neomysis integer 9.1.4 Hemimysis anomala 9.1.5 Praunus flexuosus 9.1.6 Praunus inermis 9.2 Cumacea 9.2.1 Diastylis rathkei 9.3 Tanaidacea 9.3.1 Heterotanais oerstedi 9.4 Isopoda 9.4.1 Saduria entomon 9.4.2 Idotea chelipes 9.4.3 Idotea balthica 9.4.4 Idotea granulosa 9.4.5 Jaera albifrons 9.4.6 Jaera ischiosetosa 9.4.7 Jaera syei 9.4.8 Jaera praehirsuta 9.4.9 Lekanesphaera hookeri 9.4.10 Lekanesphaera rugicauda 9.4.11 Eurydice pulchra 9.4.12 Cyathura carinata 9.4.13 Asellus aquaticus aquaticus 9.5 Amphipoda 9.5.1 Hyperia galba 9.5.2 Gammarus locusta 9.5.3 Gammarus duebeni 9.5.4 Gammarus zaddachi 9.5.5 Gammarus oceanicus 9.5.6 Gammarus inequicauda 9.5.7 Gammarus salinus 9.5.8 Gammarus tigrinus 9.5.9 Pontogammarus robustoides 9.5.10 Obesogammarus crassus 9.5.11 Dikerogammarus haemobaphes 9.5.12 Dikerogammarus villosus 9.5.13 Chaetogammarus ischnus 9.5.14 Chaetogammarus stoerensis 9.5.15 Calliopius laeviusculus 9.5.16 Melita palmata 9.5.17 Melita nitida 9.5.18 Monoporeia affinis 9.5.19 Pontoporeia femorata 9.5.20 Bathyporeia pilosa 9.5.21 Leptocheirus pilosus 9.5.22 Talitrus saltator 9.5.23 Talorchestia deshayesii 9.5.24 Orchestia cavimana 9.5.25 Platorchestia platensis 9.5.26 Corophium crassicorne 9.5.27 Corophium lacustre 9.5.28 Corophium volutator 9.5.29 Corophium multisetosum 9.5.30 Chelicorophium curvispinum 9.5.31 Dyopedos monacanthus 9.6 Decapoda 9.6.1 Crangon crangon 9.6.2 Palaemon adspersus 9.6.3 Palaemon elegans 9.6.4 Palaemon macrodactylus 9.6.5 Palaemonetes varians 9.6.6 Rhithropanopeus harrisii 9.6.7 Eriocheir sinensis 9.6.8 Carcinus maenas 9.6.9 Orconectes limosus 9.6.10 Pacifastacus leniusculus Further Reading 10 Non-native Crustaceans 11 Function and Importance of Crustaceans Glossary Literature

Note: Contents 1 Introduction / Elisabeth A. Lloyd and Eric Winsberg Part I Confirmation and Evidence 2 The Scientific Consensus on Climate Change: How DoWe Know We’re Not Wrong? / Naomi Oreskes 3 Satellite Data and Climate Models / Elisabeth A. Lloyd 4 Fact Sheet for “Consistency of Modeled and ObservedTemperature Trends in the Tropical Troposphere” / Ben Santer, Peter Thorne, Leo Haimberger, Karl Taylor, Tom Wigley, John Lanzante, Susan Solomon, Melissa Free, Peter Gleckler, Phil Jones, Tom Karl, Steve Klein, Carl Mears, Doug Nychka, Gavin Schmidt, Steve Sherwood, and Frank Wentz 5 Consistency of Modeled and Observed TemperatureTrends in the Tropical Troposphere / B.D. Santer, P.W. Thorne, L. Haimberger, K.E. Taylor, T.M.L. Wigley, J.R. Lanzante, S.Solomon, M. Free, P.J. Gleckler, P.D. Jones, T.R. Karl, S.A. Klein, C. Mears, D. Nychka, G.A. Schmidt, S.C. Sherwood, and F.J. Wentz 6 The Role of “Complex” Empiricism in the Debates About Satellite Data and Climate Models / Elisabeth A. Lloyd 7 Reconciling Climate Model/Data Discrepancies: The Case of the ‘Trees That Didn’t Bark’ / Michael E. Mann 8 Downscaling of Climate Information / L.O. Mearns, M. Bukovsky, S.C. Pryor, and V. Magaña Part II Uncertainties and Robustness 9 The Significance of Robust Climate Projections / Wendy S. Parker 10 Building Trust, Removing Doubt? Robustness Analysis and Climate Modeling / Jay Odenbaugh Part III Climate Models as Guides to Policy 11 Climate Model Confirmation: From Philosophy to Predicting Climate in the Real World / Reto Knutti 12 Uncertainty in Climate Science and Climate Policy / Jonathan Rougier and Michel Crucifix 13 Communicating Uncertainty to Policymakers: The Ineliminable Role of Values / Eric Winsberg 14 Modeling Climate Policies: The Social Cost of Carbon and Uncertainties in Climate Predictions / Mathias Frisch 15 Modeling Mitigation and Adaptation Policies to Predict Their Effectiveness: The Limits of Randomized Controlled Trials / Alexandre Marcellesi and Nancy Cartwright Index

Note: Contents 1 Sustainability Definitions, Historical Context, and Frameworks / Sandra J. Garren and Robert Brinkmann Part I Environment 2 Sustainability and Natural Landscape Stewardship: A US Conservation Case Study / Johanna Kovarik 3 Policy Design for Sustainability at Multiple Scales: The Case of Transboundary Haze Pollution in Southeast Asia / Ishani Mukherjee 4 Sustainable Water Resources Management: Groundwater Depletion / Brian F. Thomas and Aimee C. Gibbons 5 America’s Path to Drinking Water Infrastructure Inequality and Environmental Injustice: The Case of Flint, Michigan / Adrienne L. Katner, Kelsey Pieper, Yanna Lambrinidou, Komal Brown, Wilma Subra, and Marc Edwards 6 Sustainable Renewable Energy: The Case of Burlington, Vermont / Sandra J. Garren 7 Greenhouse Gas Management: A Case Study of a Typical American City / Rachel M. Krause and J. C. Martel 8 Air Pollution and Greenhouse Gas Emissions in China: An Unsustainable Situation in Search of a Solution / Haakon Vennemo and Kristin Aunan 9 Waste Management Outlook for the Middle East / Salman Zafar 10 The Sustainability of Vicuña Conservation in Bolivia / Melissa Grigione, Lisa F. Daugherty, Rurik List, Jonathan Rushton, and Ronald Sarno 11 The Efficacy of Small Closures: A Tale of Two Marine Protected Areas in Canada / Ryan Stanley, Corey Morris, Paul Snelgrove, Anna Metaxas, and Pierre Pepin Part II Equity 12 Urban Social Sustainability: The Case Study of Nottingham, UK / Jenni Cauvain 13 Methods for Integrated Sustainability Assessment: The Case of Small Holder Farming in Karnataka, South India / Sheetal Patil and Seema Purushothaman 14 Japanese Women and Antinuclear Activism After the Fukushima Accident / Heidi Hutner 15 Emerging Social Movements for Sustainability: Understanding and Scaling Up Upcycling in the UK / Kyungeun Sung, Tim Cooper, and Sarah Kettley 16 Urban Vulnerability of Waste Workers in Nigerian Cities: The Case of Aba, Nigeria / Thaddeus Chidi Nzeadibe and Friday Uchenna Ochege 17 Designing Personal Sustainability into Organizational Culture: The Case of Burning Man / Morgan C. Benton and Nicole M. Radziwill 18 Political Leadership and Sustainability in Africa: Margaret Kenyatta / Jo-Ansie van Wyk 19 Environmental Law / Yumiko Nakanishi 20 Brownfield Redevelopment: Recycling the Urban Environment / Elizabeth Strom 21 Methodology for Selection of Sustainability Criteria: A Case of Social Housing in Peru / Daniel R. Rondinel-Oviedo and Christopher Schreier-Barreto 22 Treehugger Organic Farm: Visions for Small-Scale, Sustainable Agriculture in Broward, Florida / Thelma I. Velez Part III Economy 23 Economic Development and Sustainability: A Case Study from Long Island, New York / Robert Brinkmann 24 Sustainable Business / Deborah Rigling Gallagher 25 Contributing to Competitiveness in Retailing by Engaging in Sustainability: The Case of Migros / Thomas Rudolph, Kristina Kleinlercher, Marc Linzmajer, and Cornelia Diethelm 26 Environmental Purchasing in the City of Phoenix / Nicole Darnall, Lily Hsueh, Justin M.Stritch, and Stuart Bretchneider 27 The Dual Promise of Green Jobs: Sustainability and Economic Equity / Ellen Scully-Russ 28 Is Ecotourism Sustainable? A Case Study from Sri Lanka / Rathnayake Mudiyanselage Wasantha Rathnayake 29 Green Building and Sustainability: Diffusing Green Building Approaches in the UK and Germany / Kirstie O’Neill and David Gibbs 30 Green Universities: The Example of Western Kentucky University / Leslie A. North and Christian N. Ryan 31 Events, Festivals, and Sustainability: The Woodford Folk Festival, Australia / Kirsten Holmes and Judith Mair 32 We’d Like Our Clothes Back Please! Partnering with Consumers to Achieve Sustainability Goals / Diane M. Phillips and Jason Keith Phillips 33 Green IT: Hofstra University’s Information Technology Upgrades Created Unplanned Sustainable “Green Benefits” by Increasing Efficiency and Reducing Costs / Margaret Linehan and Catherine Fisher Part IV Regional and Local Examples 34 Sustainability in North America: The Canadian Experience / Mark Roseland and Maria Spiliotopoulou 35 African Sustainability and Global Governance / Timothy M. Shaw 36 Urban Sustainability in India: Evolution, Challenges and Opportunities / Shrimoyee Bhattacharya 37 Sustainability in Africa: The Service Delivery Issues of Zimbabwe / Innocent Chirisa, Liaison Mukarwi, and Abraham R. Matamanda 38 Sustainable Transportation in Mexico / Nora Munguia and Velazquez Luis 39 Sustainability in Small States: Luxembourg as a Post-suburban Space Under Growth Pressure in Need of a Cross-National Sustainability / Constance Carr 40 Florida’s Growth Management Experience: From Top-Down Direction to Laissez Faire Land Use / Aaron Deslatte 41 Planning for City Sustainability: GreenWorks Orlando Case Study / Christopher V. Hawkins 42 ZukunftGestalten@MUAS: Designing the Future at Munich University of Applied Science / Sascha Zinn and Ralf Isenmann 43 Sustainable Transportation Planning in the BosWash Corridor / Michelle R. Oswald Beiler 44 State-Sponsored Sustainability Within the Emirate of Abu Dhabi / Charles A. Matz III Index

Note: Contents 1 “Data Science” and “Big Data” 1.1 Transport Data Science Examples 1.1.1 Origin-Destination Analysis on the London Orbital Motorway 1.1.2 Airline Pricing and Arbitrage 1.1.3 Pothole Monitoring 1.1.4 Foursquare 1.1.5 Self-driving Cars 1.1.6 Taxi Services 1.2 The Claim 1.3 Definitions 1.4 Relationship with Other Fields 1.5 Ethics 1.6 Cynical Views 1.7 Exercise: itsleeds Virtual Desktop Setup 1.8 Further Reading 1.9 Appendix: Native Installation 2 Python for Data Science Primer 2.1 Programming Skills Check 2.2 Programming Languages 2.3 Programming Environment 2.4 Core Language 2.4.1 Lists 2.4.2 Dictionaries 2.4.3 Control Structures 2.4.4 Files 2.4.5 Functions 2.5 Libraries 2.5.1 Modules 2.5.2 Mathematics 2.5.3 Plotting 2.5.4 Data Frames 2.5.5 Debugging 2.6 Further Reading 3 Database Design 3.1 Before the Relational Model 3.2 Picturing the World 3.2.1 Ontology 3.2.2 Philosophical Ontology 3.2.3 Data Ontology 3.2.4 Structured Query Language (SQL) 3.3 Exercises 3.3.1 Setting up PostgreSQL 3.3.2 SQL Creation Language 3.3.3 SQL Query Language 3.3.4 SQL Python Binding 3.3.5 Importing Vehicle Bluetooth Data 3.4 Further Reading 4 Data Preparation 4.1 Obtaining Data 4.2 Basic Text Processing 4.3 Formal Grammar: The Chomsky Hierarchy 4.3.1 Regular Languages (Type 3) 4.3.2 Context-Free Languages (Type 2) 4.3.3 Beyond CFGs (Types 1 and 0) 4.4 Special Types 4.4.1 Strings and Numbers 4.4.2 Dates and Times 4.4.3 National Marine Electronics Association (NMEA) Format 4.5 Common Formats 4.6 Cleaning 4.7 B + Tree Implementation 4.8 Exercises 4.8.1 Reading the Database with Pandas 4.8.2 printf Notation 4.8.3 DateTimes 4.8.4 Time Alignment and Differencing 4.8.5 Parsing 4.8.6 Vehicle Bluetooth Munging 4.9 Further Reading 5 Spatial Data 5.1 Geodesy 5.2 Global Navigation Satellite System (GNSS) 5.3 Geographic Information Systems (GIS) 5.3.1 Role of GIS System 5.3.2 Spatial Ontology 5.3.3 Spatial Data Structures 5.4 Implementations 5.4.1 Spatial Files 5.4.2 Spatial Data Sources 5.4.3 Spatial Databases 5.4.4 Spatial Data Frames 5.5 Exercises 5.5.1 GPS Projections 5.5.2 PostGIS 5.5.3 GeoPandas 5.5.4 QGIS Road Maps 5.5.5 Plotting Open Street Map (OSM) Roads 5.5.6 Obtaining OSM Data 5.5.7 Bluetooth Traffic Sensor Sites 5.6 Further Reading 6 Bayesian Inference 6.1 Bayesian Inference Versus “Statistics” 6.2 Motorway Journey Times 6.3 Bayesian Inference 6.3.1 Bayes’ Theorem 6.3.2 Legal Inference: A Pedestrian Hit-and-Run Incident 6.3.3 Priors and Posteriors 6.3.4 Road User Tracking 6.4 Bayesian Networks 6.4.1 Bayesian Network for Traffic Lights 6.4.2 Bayesian Network for Traffic Accidents 6.4.3 Reporting 6.4.4 Car Insurance 6.5 Priors and Prejudice 6.6 Causality 6.7 Model Comparison and Combination 6.8 Exercises 6.8.1 Inferring Traffic Lights with PyMC3 6.8.2 Inferring Accident Road State Change with PyMC3 6.8.3 Switching Poisson Journey Times 6.9 Further Reading 7 Machine Learning 7.1 Generative Versus Discriminative Vehicle Emissions 7.2 Simple Classifiers 7.2.1 Linear Discriminant Analysis (LDA) 7.2.2 Nearest Neighbor 7.2.3 Template Matching 7.2.4 Naïve Bayes Classification 7.2.5 Decision Trees 7.3 Neural Networks and “Deep Learning” 7.3.1 Parallel Computing Back-Propagation 7.4 Limitations and Extensions 7.5 Exercises 7.6 Further Reading 8 Spatial Analysis 8.1 Spatial Statistics 8.2 Bayesian Spatial Models 8.2.1 Markov Random Fields (MRF) 8.2.2 Gaussian Processes (Kriging) 8.3 Vehicle Routing 8.3.1 Link-breaking 8.4 Spatial Features 8.5 Exploratory Analysis 8.6 Scaling Issues 8.7 Exercises 8.7.1 Gaussian Processes in GPy 8.7.2 Gaussian Process Traffic Densities 8.7.3 Vehicle Routing with PostGIS 8.7.4 Finding Roadside Sensor Sites 8.8 Further Reading 9 Data Visualisation 9.1 Visual Perception 9.1.1 Colours 9.1.2 Visual Attention 9.2 Geographic Visualization (Maps) 9.2.1 Traffic Flow Maps 9.2.2 Slippy Maps 9.2.3 Info-Graphics 9.3 Exercises 9.3.1 Web Page Maps with Leaflet 9.3.2 Bluetooth Origin-Destination Flows 9.3.3 Large Project Suggestions 9.4 Further Reading 10 Big Data 10.1 Medium-Sized Data Speedups 10.2 Enterprise Data Scaling 10.3 CAP Theorem 10.4 Big Data Scaling 10.4.1 Data “Lakes” 10.4.2 Grid Computing 10.4.3 Map-Reduce and Cloud Computing 10.4.4 Hadoop Ecosystem 10.4.5 Non-relational Databases (“NoSQL”) 10.4.6 Distributed Relational Databases (“NewSQL”) 10.5 Exercises 10.5.1 Prolog AI Car Insurance Queries 10.5.2 Map-Reduce on Vehicle Bluetooth Data 10.5.3 Setting up Hadoop and Spark 10.5.4 Finding Vehicle Matches in Hadoop 10.5.5 Traffic Flow Prediction with Spark 10.5.6 Large Project Suggestions 10.6 Further Reading 11 Professional Issues 11.1 Morals, Ethics, and Law 11.2 Ethical Issues 11.2.1 Privacy 11.2.2 De-anonymization (“Doxing”) 11.2.3 Predictive Analytics 11.2.4 Social and Selfish Equilibria 11.2.5 Monetization 11.2.6 Ontological Bias 11.2.7 p-hacking 11.2.8 Code Quality 11.2.9 Agency Conflicts 11.2.10 Server Jurisdiction 11.2.11 Security Services 11.3 UK Legal Framework 11.3.1 Data Protection Act 1988 11.3.2 General Data Protection Regulation (GPDR) 11.4 Role of the Data Scientist 11.5 Exercises 11.6 Further Reading Index

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

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

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

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

Note: Contents Part I Introduction to Scientific Python 1 Bird’s Eye View 2 Visualization 3 Fast Python: NumPy and Cython Part II Second Part: Mechanics 4 Mechanics I: Kinematics 5 Mechanics II: Newtonian Dynamics 6 Physics of Stokes Flow Part III Lattice Methods 7 Lagrangian Transport 8 Operator Formulation 9 Laplacian Operator and Diffusion 10 Beyond Linearity Part IV Advanced Techniques 11 Trees, Particles, and Boundaries 12 Applications to Geodynamics 13 The Future References Index

Note: Contents 1 Introduction for This Book: General Aspects of the Coral Reefs of Japan / Akira Iguchi and Chuki Hongo 2 Dissolved Organic Matter in Coral Reefs: Distribution, Production, and Bacterial Consumption / Yasuaki Tanaka and Ryota Nakajima 3 Studies on Stress Responses of Corals in Japan / Tomihiko Higuchi 4 Coral Disease in Japan / Naohisa Wada, Aki Ohdera, and Nobuhiro Mano 5 Ocean Acidification Studies in Coral Reefs of Japan / Shoji Yamamoto 6 Frontiers of Coral-Based Sclerochronological Studies in Japan / Kohki Sowa and Kentaro Tanaka 7 Coral Reproduction in Japan / Naoko Isomura and Hironobu Fukami 8 Population Genetics of Corals in Japan / Yuichi Nakajima 9 Distribution Expansion and Historical Population Outbreak Patterns of Crown-of-Thorns Starfish, Acanthaster planci sensu lato, in Japan from 1912 to 2015 / Nina Yasuda 10 Studies on Mesophotic Coral Ecosystems in Japan / Frederic Sinniger and Saki Harii 11 The Hydrodynamic Impacts of Tropical Cyclones on Coral Reefs of Japan: Key Points and Future Perspectives / Chuki Hongo 12 Concluding Remarks: Future Perspectives on Coral Reef Studies of Japan – From Biology, Earth Science, and Conservation and Restoration / Akira Iguchi and Chuki Hongo Erratum Index

Note: Contents Weather Forecasting Using Local Traditional Knowledge (LTK) in the Midst of Climate Change in Domboshawa, Zimbabwe / Vincent Itai Tanyanyiwa Climate Change Communication in Nepal / Anup K. C. Short Stories and Climate Change: An Application of Kolb’s Experiential Learning Model / Evangelos Manolas Role of the Media in Climate Change Communication in the Northwest Region of Cameroon / Suiven John Paul Tume, Mbilam Samson Jumbam, Ndze Albert Nsoseka, Ngoran Divine Nyarka, Lawong Judith Yenla and Njodzeka Gilbert Njodzeka Rural Indonesian Insight on Mass Media Role in Reducing Climate Change Risk / Syarifah Aini Dalimunthe Mapping Issues, Stakeholders and Actions on Youth Climate Change Communication in Indonesia for the Period 2008–2015 / Emilia Bassar, Impron and Paramitha Yanindraputri The Klimablog www.cambioclimatico-bolivia.org: Personal Reflections After 5 Years of Blogging on Climate Change from, for and About Bolivia / Dirk Hoffmann Climate Change Impacts and Adaptation in the Agriculture Sector of Sri Lanka: What We Learnt and Way Forward / Rasu Eeswaran What’s the Worst Thing that Can Happen?—A Simple Exercise to Communicating and Reasoning About Climate Change / Markus Will and Joost Platje The Challenges of Climate Change Communication for Lagos Coastal Communities / Peter Elias Seven Strategies of Climate Change Science Communication for Policy Change: Combining Academic Theory with Practical Evidence from Science–Policy Partnerships in Canada / Garrett Ward Richards and Rebecca Carruthers Den Hoed Climate Change Communication: Community Knowledge and Preparedness / Sri Hartini Rachmad University Student’s Perceptions About Climate Change: The Case of Interior Design and Architecture Students of a Brazilian University / Fátima Alves, Leonor Bacelar Nicolau, Dula Lima, Ulisses M. Azeiteiro and Paula Bacelar Nicolau The Grounding for a Fossil Fuel Free World: Integrating Climate Change Education into Secondary Schools / Gina Lovett, Claire Lambert, Eric Chu and Joyeeta Gupta Climate Change and Renewable Energy: Opinions and Emotions of Elementary School Pupils in the Prefecture of Evros / Sideri Lefkeli, Georgios Tsantopoulos and Evangelos Manolas Incorporation of Local Ecological Knowledge (LEK) into Biodiversity Management and Climate Change Variability Scenarios for Threatened Fish Species and Fishing Communities—Communication Patterns Among BioResources Users as a Prerequisite for Co-management: A Case Study of Berlenga MNR, Portugal and Resex-Mar of Arraial do Cabo, RJ, Brazil / Heitor de Oliveira Braga, Miguel Ângelo Pardal and Ulisses M. Azeiteiro Delivering Solutions: Engaging Farmers and Land Holders in the Climate Change Debate / Becky Willson and Stephen Roderick The Role of Risk Perceptions in Climate Change Communication: A Media Analysis on the UK Winter Floods 2015/2016 / Viktoria Cologna, Rosalind H. Bark and Jouni Paavola The Feeling of Red and Blue—A Constructive Critique of Color Mapping in Visual Climate Change Communication / Birgit Schneider and Thomas Nocke Using Heritage to Engage Antarctic Tourists with Climate Change / Camilla Nichol Calm Before the Storm: Assessing Climate Change and Sustainability in Saudi Arabian Universities / Naif Alghamdi ‘Committees’, a Promising Institution in Climate Change Communication and Adaptation? / Sabine Tröger The SHAPE of Effective Climate Change Communication: Taking a RoundView / Joanne Tippett and Fraser How Communication Strategies for Building Climate-Smart Farming Communities / Jemima M. Mandapati Engagement in Action: Communicating Climate Change Research to Non-specialist Audiences / Julie Biddlecombe-Brown, Adam Holden and Melissa Swartz Communicating Climate Change in the Greater Manchester Region: A Whole Systems Approach to Change / Judith Emanuel and Carolyn Kagan Erratum to: Climate Change Communication in Nepal / Anup K. C.

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

Note: Contents I. Selected scientific and coordinating staff Research Unit 1a: The polar atmosphere and cryosphere in a changing climate Boike, Julia Diekmann, Bernhard Eisen, Olaf Grosse, Guido Hellmer, Hartmut H. Herzschuh, Ulrike Humbert, Angelika Lantuit, Hugues Mollenhauer, Gesine Rex, Markus Wilhelms, Frank Research Unit lb: Climate interactions with polar seas, marine ecosystems Bridging research and society: products, tools and climate services and biogeochernical processes Boetius, Antje Bracher, Astrid Brey, Thomas Haas, Christian Kanzow, Torsten Klaas, Christine Meyer, Bettina Pörtner, Hans-Otto Richter, Claudio Rost, Björn Soltwedel, Thomas Strass, Volker H. Waite, Anya M. Research Unit 2: Fragile coasts and she!f seas Abele, Doris Boersma, Maarten Buschbaum, Christian Gerdts, Gunnar John, Uwe Kasten, Sabine Koch, Boris Wegner, K. Mathias Wiltshire, Karen Helen Research Unit 3: The Earth system from a polar perspective: data, modeling and synthesis Bijma, Jelle Jokat, Wilfried Jung, Thomas Knorr, Gregor Köhler, Peter Laepple, Thomas Lamy, Frank Lohmann, Gerrit Schlindwein, Vera Stein, Rüdiger Tiedemann, Ralf Wolf-Gladrow, Dieter Research Unit 4: Bridging research and society: products, tools and climate services Bergmann, Melanie Buck, Bela H. Frickenhaus, Stephan Grosfeld, Klaus Gutow, Lars Krause, Gesche Research Unit 5: Research infrastructure - performance categories LK I and LK II Nixdorf, Uwe II. Indicators and resources 1. Indicators and resources by Research Units 2. Indicators and resources by user facilities 3. Indicators and resources by program Program PACES II "Marine, Coastal and Polar Systems" 4. Indicators for the center Ill. Definition of indicators IV. List of abbreviations Imprint

Note: Contents List of most commonly used abbreviations I. Helmholtz Association - Mission and Strategy II. Helmholtz Research Field Earth and Environment II.1 Overview II. 2 Programs Ill. Alfred Wegener Institute Helmholtz Centre III.1 Organization Ill. 2 Strategic partnerships and cooperation Ill. 3 Research infrastructure Ill. 4 Career development, talent management and equal opportunity Ill. 5 Knowledge and technology transfer Ill. 6 Scientific awards and appointments Ill. 7 Membership of international Boards and Committees 2013-2016 (selection) IV. Research Units IV. 1a Research Unit 1a The polar atmosphere and cryosphere in a changing climate IV. 1a.1 Mission statement IV. 1a.2 Introduction IV. 1a.3 Scientific questions IV. 1a.4 Approach of the Research Unit IV. 1a.5 Structure of the Research Unit IV. 1a.6 Scientific outcomes IV. 1a.7 Leadership of and contributions to large national and international projects and programs IV. 1a.8 Career development and personnel turnover IV. 1a.9 Overview of Contribution to Grand Challenges IV. 1a.10 Outlook IV. 1a.11 Budget, personnel and publications IV. 1a.12 References IV. 1b Research Unit 1b Climate interactions with polar seas, marine ecosystems and biogeochemical processes IV. 1b.1 Mission statement IV. 1b.2 Introduction IV. 1b.3 Scientific questions IV. 1b.4 Approach of the Research Unit IV. 1b.5 Structure of the Research Unit IV. 1b.6 Scientific outcomes IV. 1b.7 Leadership of and contributions to large national and international projects and programs IV. 1b.8 Career development and personnel turnover IV. 1b.9 Overview of contribution to Grand Challenges IV. 1b.10 Outlook IV. 1b.11 Budget, personnel and publications IV. 1b.12 References IV.2 Research Unit 2 Fragile coasts and shelf seas IV. 2.1 Mission statement IV. 2.2 Introduction IV. 2.3 Scientific questions IV. 2.4 Approach of the Research Unit IV. 2.5 Structure of the Research Unit IV. 2.6 Scientific outcomes IV. 2.7 Leadership of and contributions to large national and international projects and programs IV. 2.8 Career development and personnel turnover IV. 2.9 Overview of contribution to Grand Challenges IV. 2.10 Outlook IV. 2.11 Budget, personnel and publications IV. 2.12 References IV. 3 Research Unit 3 The Earth system from a polar perspective: data, modeling and synthesis IV. 3.1 Mission statement IV. 3.2 Introduction IV. 3.3 Scientific questions IV. 3.4 Approach of the Research Unit IV. 3.5 Structure of the Research Unit IV. 3.6 Scientific outcomes IV. 3.7 Leadership and contributions to large national and international projects and programs IV. 3.8 Career development and personnel turnover IV. 3.9 Overview of contribution to Grand Challenges IV. 3.10 Outlook IV. 3.11 Budget, personnel and publications IV. 3.12 References IV. 4 Research Unit 4 Bridging research and society: products, tools and climate services IV. 4.1 Mission statement IV. 4.2 Introduction IV. 4.3 Scientific tasks and services IV. 4.4 Approach of the Research Unit IV. 4.5 Structure of the Research Unit IV. 4.6 Scientific outcomes IV. 4.7 Leadership of and contributions to large national and international projects and programs IV. 4.8 Career development and personnel turnover IV. 4.9 Outlook IV. 4.10 Budget, personnel and publications IV. 4.11 References IV.5 Research Unit 5 Research infrastructure - performance categories LK I and LK II IV. 5.1 Mission statement IV. 5.2 Overview IV. 5.3 Research Unit SA IV. 5.4 Research Unit 58 (LK II Infrastructure) V. Recommendations of the Helmholtz Senate V.1 Recommendations of the Helmholtz Senate V.2 Detailed recommendations of the Helmholtz Senate for each Research Unit (not covered above) Imprint

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