ALBERT

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

Note: Die ersten Schritte am Mac --- Installation --- Mit dem Mac ins Internet --- Das Programm Mail verwenden --- iCloud - Die Datenwolke von Apple nutzen --- Nachrichten und Videotelefonie --- Programme installieren und verwalten --- Organisation und Büroarbeiten am Mac --- Pages, Numbers und Keynote - die Office-Apps --- iTunes und Apple Music --- Videos ansehen und bearbeiten --- Bilder verwalten und bearbeiten --- Die Benutzerverwaltung verstehen --- Backups mit Time Machine erstellen --- Terminal - Die Kommandozeile --- Windows mit Boot Camp installieren --- Automatisierung --- Hilfe bei Problemen

Note: Contents: Preface. - Acknowledgements. - 1 Introduction. - 1.1 Origin and characters of silicon and its isotopes. - 1.2 A brief description of silicon geochemistry. - 1.3 The history of silicon isotope studies. - 2 Analytical methods of silicon isotope composition. - 2.1 Gas source isotope ratio mass spectrometric analysis of silicon isotopes. - 2.2 Multi-collector inductively coupled plasma mass spectrometric (MC-ICPMS) analysis of silicon isotopes. - 2.3 Secondary ion mass spectrometry analyses. - 2.4 Standards and reference materials for silicon isotope measurement. - 2.5 Comparison of different methods on silicon isotope analyses. - 3 Mechanisms of silicon isotope fractionation. - 3.1 The thermodynamic silicon isotope exchange fractionation. - 3.2 Kinetic fractionation of silicon isotopes. - 4 Distribution of silicon isotopes in nature. - 4.1 Silicon isotope compositions of extraterrestrial materials. - 4.2 Silicon isotope distribution in lithosphere. - 4.3 Silicon isotope compositions of soils. - 4.4 Hydrosphere. - 4.5 Biosphere. - 5 Several aspects of silicon isotope applications. - 5.1 Studies on global silicon cycle. - 5.2 Silicon isotope studies on environmental variation of ocean. - 5.3 Studies on mechanisms of absorption, transportation and precipitation of silicon in plant growth processes. - 5.4 Studies on silicon source and genesis of ore deposits. - References. - Index.

Note: Contents: Einleitung - "Losing our Illusions" ; Teil 1 - Die Krise der liberalen Demokratie ; Kapitel 1: Demokratie ohne Recht ; Kapitel 2: Recht ohne Demokratie ; Kapitel 3: Die Endkonsolidierung der Demokratie ; Teil 2 - Die Gründe für die Krise ; Kapitel 4: Soziale Medien ; Kapitel 5: Wirtschaftliche Ängste ; Kapitel 6: Identität ; Teil 3 - Gegenmittel ; Kapitel 7: Den Nationalismus zähmen ; Kapitel 8: Die Wirtschaft sanieren ; Kapitel 9: Den Glauben an die Demokratie erneuern ; Schlussbemerkung - Für unsere Überzeugungen kämpfen

Note: Contents: Einleitung ; Teil 1 - Institutionen und kommunale Governance ; Kommunaler Klimaschutz nach dem Pariser Klimagipfel ; Urbane Energiewende - Wege zur Klimaneutralität in Großstädten ; Teil 2 - Verfahren und kommunale Governance ; Dekarbonisierung regional steuern! - Erfassung des Standes und der Entwicklungsdynamik der Energiewende in der Metropolregion Ruhr ; Mit Wettbewerben Bürgerinnen und Bürger zum Klimaschutz motivieren ; Dienstleistungen für Energieeffizienz als Beitrag zum kommunalen Klimaschutz ; Partizipation im klimagerechten Stadtumbau: Multi-Level-Konstellationsanalysen des Beteiligungsprozesses der »Innovation City« ; Teil 3 - Ganzheitliche kommunale Klimapolitik ; Schritt für Schritt zum Ziel - Transition Management und Klimaschutz in Rostock ; Suffizienz im kommunalen Klimaschutz ; Die Wärmewende in Städten umsetzen - Herausforderungen und Lösungsansätze ; Teil 4 - Akteure und Handlungsfelder des kommunalen Klimaschutzes ; Klimafreundliche Alltagspraktiken unterstützen - Chancen und Herausforderungen für die kommunale Klimaschutzpolitik ; Change Agents in Kommunalverwaltungen ; Klimaschutz lernen und erfahren - Wie Jugendliche befähigt werden, sich für Klimaschutz zu engagieren ; Boden - die natürliche Klimaanlage der Stadt ; Ausblick: Wie Klimahandeln in Städten und Gemeinden zukünftig verstärkt gelingen kann ; Das Ecological Research Network (Ecornet

Note: Foreword -- Introduction -- Planning within planetary boundaries -- Challenges for the urban 21st century -- Thinking outside the square : ideas, innovation and inspiration -- Implementing plans and strategies -- Sustainable pathways for our cities and regions -- Conclusions

Note: Gondwana, comprising more than 64% of the present day continental mass, is home to 33% of large igneous provinces (LIPs) and key to understanding the lithosphere–atmosphere system and related tectonics that influenced global climate and sediment production on Earth. Gondwana has many of the largest LIPs, with areas of 200 000 to 2 000 000 km2. Several Gondwana LIPs erupted near active continental margins as well as within continents. The rifting of continents continued even after LIP emplacement or was aborted by a coeval compression and did not open into an ocean. Important contemporary frontiers include understanding significant amounts of synchronous silicic volcanic rocks in mafic LIPs, bringing better stratigraphic constraints supported by precise age dating and volume estimation of LIPs, the possible link between LIP emplacement and biotic crisis, refinement of the existing petrogenetic models and assessing large eruptions and associated societal risk. This volume covers topics on magma emplacements, petrology and geochemistry, source characteristics, flood basalt–carbonatite linkage, tectonics and geochronology of LIPs distributed in Gondwana continents. | Contents: Gondwana Large Igneous Provinces (LIPs): distribution, diversity and significance / Sarajit Sensarma, Bryan C. Storey and Vivek P. Malviya / Geological Society, London, Special Publications, 463, 1-16, 27 November 2017, https://doi.org/10.1144/SP463.11 --- Gondwana Large Igneous Provinces: plate reconstructions, volcanic basins and sill volumes / H. H. Svensen, T. H. Torsvik, S. Callegaro, L. Augland, T. H. Heimdal, D. A. Jerram, S. Planke and E. Pereira / Geological Society, London, Special Publications, 463, 17-40, 30 August 2017, https://doi.org/10.1144/SP463.7 --- The Ferrar Large Igneous Province: field and geochemical constraints on supra-crustal (high-level) emplacement of the magmatic system / David H. Elliot and Thomas H. Fleming / Geological Society, London, Special Publications, 463, 41-58, 10 July 2017, https://doi.org/10.1144/SP463.1 --- The Panjal Traps / J. Gregory Shellnutt / Geological Society, London, Special Publications, 463, 59-86, 6 July 2017, https://doi.org/10.1144/SP463.4 --- Mantle source heterogeneity in continental mafic Large Igneous Provinces: insights from the Panjal, Rajmahal and Deccan basalts, India / K. Vijaya Kumar, More B. Laxman and K. Nagaraju / Geological Society, London, Special Publications, 463, 87-116, 11 July 2017, https://doi.org/10.1144/SP463.5 --- Imprints of modal metasomatism in the post-Deccan subcontinental lithospheric mantle: petrological evidence from an ultramafic xenolith in an Eocene lamprophyre, NW India / Rohit Pandey, N. V. Chalapathi Rao, Dinesh Pandit, Samarendra Sahoo and Prashant Dhote / Geological Society, London, Special Publications, 463, 117-136, 5 July 2017, https://doi.org/10.1144/SP463.6 --- Origin of the Amba Dongar carbonatite complex, India and its possible linkage with the Deccan Large Igneous Province / Jyoti Chandra, Debajyoti Paul, Shrinivas G. Viladkar and Sarajit Sensarma / Geological Society, London, Special Publications, 463, 137-169, 10 July 2017, https://doi.org/10.1144/SP463.3 --- Mineralogy, geochemistry and geochronology of mafic magmatic enclaves and their significance in evolution of Nongpoh granitoids, Meghalaya, NE India / Mohd. Sadiq, Ravi K. Umrao, B. B. Sharma, S. Chakraborti, S. Bhattacharyya and A. Kundu / Geological Society, London, Special Publications, 463, 171-198, 6 July 2017, https://doi.org/10.1144/SP463.2 --- Regional volcanism of northern Zealandia: post-Gondwana break-up magmatism on an extended, submerged continent / N. Mortimer, P. B. Gans, S. Meffre, C. E. Martin, M. Seton, S. Williams, R. E. Turnbull, P. G. Quilty, S. Micklethwaite, C. Timm, R. Sutherland, F. Bache, J. Collot, P. Maurizot, P. Rouillard and N. Rollet / Geological Society, London, Special Publications, 463, 199-226, 16 August 2017, https://doi.org/10.1144/SP463.9 --- Modelling basalt weathering at elevated CO2 concentrations: implications for terminal to post-magmatic rifting in the Deccan Traps, Kachchh, India / Kaushik Mitra, Souvik Mitra, Saibal Gupta, Satadru Bhattacharya, Prakash Chauhan and Nirmala Jain / Geological Society, London, Special Publications, 463, 227-241, 17 July 2017, https://doi.org/10.1144/SP463.8 --- Geochemical and Sm–Nd isotopic constraints on the petrogenesis and tectonic setting of the Proterozoic mafic magmatism of the Gwalior Basin, central India: the influence of Large Igneous Provinces on Proterozoic crustal evolution / Jwellys D. Samom, Talat Ahmad and A. K. Choudhary / Geological Society, London, Special Publications, 463, 243-268, 10 July 2017, https://doi.org/10.1144/SP463.10

Note: Contents: 1. Introduction ; Part I. Background and Fundamentals: 2. Regional climate ; 3. History of downscaling ; 4. Rationale of downscaling ; 5. User needs ; 6. Mathematical and statistical methods ; 7. Reference observations ; 8. Climate modelling ; 9. Uncertainties ; Part II. Statistical Downscaling Concepts and Methods: 10. Structure of statistical downscaling methods ; 11. Perfect prognosis ; 12. Model output statistics ; 13. Weather generators ; 14. Other approaches ; Part III. Downscaling in Practice and Outlook: 15. Evaluation ; 16. Performance of statistical downscaling ; 17. A regional modelling debate ; 18. Use of downscaling in practice ; 19. Outlook ; Appendix A ; Appendix B

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: 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: Environment and conflict -- Context matters : Ogoni and place making -- Locale : political and cultural context of mobilisation -- Landscape, capital and violence -- Why the Ogoni mobilised -- From grievances to micro-mobilisation : how the Ogoni mobilised -- Cultural basis of mobilisation -- Mobilisation : a place for moral motivation? -- Place and limit of mobilisation -- Conclusion.

Note: Contents: Einleitung ; Erfordernisse der Transformationsforschung am Beispiel der Energiewende ; Energiewissen, Wissenspolitik und Energietransformationen ; Expertise im Nexus. Von der Verwendungs- zur Vernetzungsforschung ; Relevanzbeurteilungen in der Nachhaltigkeitsforschung. Von Experteneinschätzungen, Bauchgefühl und Urteilskraft ; Wissen auf die Straße - ko-kreative Verkehrspolitik jenseits der »Knowledge-Action-Gap« ; Transdisziplinarität und Projektmanagement. Zur Organisation von Wissensprozessen im Nachhaltigkeitsbereich ; Dilemmata der Nachhaltigkeit zwischen Evaluation und Reflexion. Begründete Kriterien und Leitlinien für Nachhaltigkeitswissen ; Nachhaltiges Publizieren. Zu den Grenzen des wissenschaftlichen Wachstums ; Zwischen Hoffnung und Skepsis. Perspektiven einer »nachhaltigen« Wirtschaft

Note: Contents: 1 Our Approach ; 2 The Evolution and Governance Architecture of the United Nations Climate Change Regime ; 3 International Relations Theories and Climate Change Politics ; 4 Cooperation on Climate Change: Insights from Game Theory ; 5 Computational Models, Global Climate Change, and Policy ; 6 Environmental Protection, Differentiated Responsibility, and World Trade: Making Room for Climate Action ; 7 Major Countries ; 8 Nonstate Actors in International Policy Making: The Kyoto Protocol and Beyond ; 9 Business ; 10 Equity and Development: Developing Countries in the International Climate Negotiations ; 11 Implementation, Compliance, and Effectiveness of Policies and Institutions ; 12 Our Conclusions

Note: Contents: I The Argument ; 1 Introduction ; 2 Renewable Energy: Past, Present, and Future ; 3 Policy Responses to External Shocks: A Theory ; II A Political History of Renewable Energy ; 4 Externa! Shocks: Destabilizing the Carbon Economy ; 5 Politicization: When the Stakes Grow Too High ; 6 Lock-In: An Era of Rapid Growth ; III The Road Ahead ; 7 Improving National Policy ; 8 Conclusion

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

Note: Contents: 1: 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: Text auf Englisch; Vorwort auf Deutsch, Französisch und Englisch; Zusammenfassung auf Englisch

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

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

Note: Dissertation, Universität Potsdam, 2018 , Contents Acknowledgements Abstract (English/Deutsch/Français) List of figures List of tables 1 Introduction 1.1 Scientic background 1.1.1 The Arctic coast, permafrost and climate change 1.1.2 Organic carbon in permafrost soils 1.1.3 Hillslope thermokarst processes 1.2 Aims 1.3 Study region 1.4 Methods 1.4.1 Mapping 1.4.2 Spline interpolation and volumes estimations 1.4.3 Fieldwork 1.4.4 Geochemical analyses 1.4.5 Statistical analyses 1.5 Thesis outline 1.6 Authors’ contributions 2 Synthesis 2.1 Retrogressive thaw slumps are widely spread in ice-rich permafrost areas 2.2 Retrogressive thaw slumps contribute signicantly to the nearshore or-ganic carbon 2.3 Thermokarst impacts the distribution of soil organic carbon along hill-slopes 2.4 Outlook . 3 Terrain Controls on the Occurrence of Coastal RTSs 3.1 Abstract 3.2 Introduction 3.3 Study area 3.4 Methods 3.4.1 Mapping of retrogressive thaw slumps and landform classication 3.4.2 Environmental variables 3.4.3 Univariate regression trees 3.5 Results 3.5.1 Characteristics of retrogressive thaw slumps 3.5.2 Density and areal coverage of retrogressive thaw slumps 3.6 Discussion 3.6.1 Characteristics and distribution of retrogressive thaw slumps 3.6.2 Terrain factors explaining retrogressive thaw slump occurrence 3.6.3 Coastal Processes 3.7 Conclusion 4 RTSs release sediments and organic carbon into the Arctic Ocean 4.1 Abstract 4.2 Introduction 4.3 Study Area 4.4 Methods 4.4.1 Evolution of retrogressive thaw slumps 4.4.2 Volume Estimations 4.4.3 Estimates of soil and dissolved organic carbon values 4.5 Results 4.5.1 Evolution of retrogressive thaw slumps between 1952 and 2011 4.5.2 Eroded material and estimated amount of mobilized SOC and DOC 4.6 Discussion 4.6.1 Increase in slump activity 4.6.2 Eroded material from retrogressive thaw slumps and organic car-bon uxes 4.6.3 Impact of retrogressive thaw slumps on the coastal ecosystem 4.7 Conclusion 5 Snapshot of carbon and nitrogen distribution in Arctic valleys 5.1 Abstract 5.2 Introduction 5.3 Study Area 5.4 Methods 5.4.1 Spatial analyses 5.4.2 Sampling Scheme 5.4.3 Geochemical analyses 5.4.4 Environmental variables and statistical analyses 5.5 Results 5.5.1 Geomorphology of the valleys 5.5.2 Spatial distribution of carbon and nitrogen 5.5.3 Correlations between soil characteristics and geochemical variables 5.6 Discussion 5.6.1 Variability in soil and geochemical properties in Arctic valleys 5.6.2 Hillslope Processes 5.7 Conclusion 6 Eidessttatliche Erklärung A Appendix A.1 Chapter 3 A.2 Chapter 4 A.3 Chapter 5 Bibliography

Note: Dissertation, Gottfried Wilhelm Leibniz Universität Hannover, 2018 , 1 Einleitung 1.1 Hintergrund und Problemstellung 1.2 Ziel der Arbeit 1.2.1 Problemstellung: Erfassung von Trajektorien 1.2.2 Problemstellung: Erkennung von Bewegungsmustern in Trajektorien 1.3 Gliederung 2 Grundlagen 2.1 Modellierung von Objektbewegungen 2.2 Erfassung von Trajektorien 2.2.1 GNSS-Tracking 2.2.2 Videobasiertes Tracking 2.2.3 Vergleich des GNSS- und videobasierten Trackings 2.2.4 Weitere Tracking-Verfahren 2.2.5 Probabilistische Modellierung 2.2.6 Viterbi-Algorithmus 2.3 Erkennung von Bewegungsmustern 2.3.1 Data Mining 2.3.2 Filterung und Glättung 2.3.3 Segmentierung 2.3.4 Distanzmaße zur Bestimmung der Ähnlichkeit von Trajektorien 2.3.5 Maschinelles Lernen im Kontext raum-zeitlicher Daten 2.3.6 Sequenzmustererkennung 2.4 Dynamische Programmierung 2.5 Unterschiedliche Varianten der Datenverarbeitung 2.5.1 Zentrale und dezentrale Verarbeitung 2.5.2 Informationsaustausch 3 Stand der Forschung und verwandte Arbeiten 3.1 Erfassung von Trajektorien 3.1.1 Objektdetektion 3.1.2 Objekt-Tracking 3.1.3 Fusion heterogener Detektionen 3.1.4 Kommerzielle Systeme 3.1.5 Diskussion und Fazit 3.2 Mustererkennung in Trajektorien 3.2.1 Erkennung von wiederkehrenden unbekannten Mustern 3.2.2 Diskussion und Fazit 4 Erfassung von Trajektorien - GPS-unterstütztes Kamera-Tracking 4.1 Überblick über den Lösungsansatz 4.2 Sensoren und Eingangsdaten 4.2.1 GPS-Daten 4.2.2 Kameradaten 4.3 Vorverarbeitung 4.4 Fusion der heterogenen Daten 4.4.1 Detektionsbasierte Modellierung 4.4.2 Rasterbasierte Modellierung 4.4.3 Generierung der Trajektorien 4.5 Laufzeit des Algorithmus 4.6 System design 5 Mustererkennung in Trajektorien 5.1 Definition von Bewegungsmustern 5.2 Überblick über das entwickelte Mustererkennungsverfahren 5.3 Trajektorien als Datengrundlage 5.4 Vorverarbeitung 5.4.1 Datenbereinigung 5.4.2 Datenselektion 5.4.3 Datenintegration und Transformation 5.5 Mustererkennung: Clustering-basierter Ansatz 5.5.1 Segmentierung der Trajektorien 5.5.2 Clustering der Trajektorien 5.6 Mustererkennung: Sequenzbasierter Ansatz 5.6.1 Eingangsdaten 5.6.2 Generierung der Sequenzen aus Bewegungen 5.6.3 Bestimmung des Alphabets 5.6.4 Identifikation wiederkehrender Teilsequenzen 5.6.5 Rücktransformation zu Trajektorien 5.7 Laufzeit des Algorithmus 6 Experimente und Evaluation der Erfassung der Trajektorien 6.1 Verwendete Software 6.2 Verwendete Sensoren 6.3 Korrektheit der Zuordnungen 6.3.1 Experiment: 2 Personen 6.3.2 Experiment: Fußballanalyse 6.4 Geometrische Genauigkeit der Trajektorien 6.5 Laufzeit 6.6 Fazit 7 Experimente und Evaluation der Mustererkennung 7.1 Verwendete Software 7.2 Ergebnisverifikation 7.3 Interessantheitsmaß für Bewegungsmuster 7.4 Parameterstudien 7.4.1 Eingabeparameter 7.4.2 Datendichte 7.4.3 Invarianzen 7.5 Experimente auf realen Datensätzen 7.5.1 Beschreibung der Datensätze und Experimente 7.5.2 Experiment 1 - ACM DEBS 2013-Datensatz 7.5.3 Experiment 2 - GPS-Fußball-Datensatz 7.5.4 Experiment 3 - MapConstruction.org 7.5.5 Experiment 4 - Mantelpaviane 8 Zusammenfassung und Ausblick 8.1 Zusammenfassung 8.2 Ausblick Abbildungsverzeichnis Tabellenverzeichnis Literaturverzeichnis Lebenslauf Danksagung

Note: Dissertation, Gottfried Wilhelm Leibniz Universität Hannover, 2018 , Introduction 1.1 Motivation and Objectives 1.2 Structure of the work 1.3 Own contributions for solving of the central issues 2 Modelling of measurement uncertainties 2.1 Motivation and overview 2.2 Characteristics of random and systematic uncertainties 2.3 Modelling methods for the uncertainty of measurements 2.3.1 An overview on uncertainty modelling 2.3.2 Probability theory and Bayes' theorem 3 Utility theory 3.1 Fundamentals 3.1.1 Ordinal utility 3.1.2 Cardinal utility 3.1.3 Multi-attribute utility 3.2 Expected Utility 3.2.1 Introduction 3.2.2 Von Neumann-Morgenstern utility theorem 4 Decision making procedures under uncertainty 4.1 Motivation and overview 4.2 Hypothesis testing with measurement uncertainties 4.2.1 Fundamentals 4.2.2 Statistical hypothesis testing 4.3 Decision making under pure uncertainty 4.4 Decision making under risk 4.5 Determination of significance level 4.6 Comparisons of two decision making methods 5 Transferring the methodology to applications 5.1 Motivation 5.2 Applications of two alternatives 5.2.1 Application of Case I 5.2.2 Application of Case II 5.3 Applications extended to u alternatives 5.4 Discussion of results and conclusions 6 Steering of measurement processes 6.1 Motivation 6.2 General process of measurement steering 6.3 Example of a steering application 7 Summary and outlook 7.1 Summary 7.2 Outlook Bibliography Acknowledgement Curriculum Vitae

Note: Dissertation, Gottfried Wilhelm Leibniz Universität Hannover, 2018 , 1 Introduction 1.1 Background and motivation 1.2 Goals of this thesis 1.3 Outline 2 Background on digital maps and data mining 2.1 Digital maps 2.1.1 Navigation maps and map dynamics 2.1.2 OpenStreetMap 2.1.3 Navigation Data Standard (NDS) 2.2 Data mining 2.2.1 Knowledge Discovery in Databases (KDD) process 2.2.2 Taxonomy of data mining methods 2.2.3 Classification 2.2.4 Clustering 2.2.5 Time series analysis 3 Related work about mobile crowdsensing of on-street parking spaces 3.1 On-street parking 3.1.1 Parking occupancy detection 3.1.2 Parking availability estimation and prediction 3.1.3 Parking search and guidance 3.2 Mobile crowdsensing 3.2.1 Mobile crowdsensing in transportation 3.2.2 Mobile crowdsensing for parking 3.3 Research gaps addressed in this thesis 4 LiDAR-based parking availability data acquisition 4.1 Data recording 4.1.1 Sensor equipment 4.1.2 Measurement campaign 4.2 Methodology 4.2.1 Preprocessing 4.2.2 Segmentation 4.2.3 Classification 4.2.4 Repetition of segmentation and classification 4.2.5 Matching to road network 4.3 Results 4.3.1 Object segmentation 4.3.2 Classification 4.3.3 End-to-end evaluation of complete approach 4.3.4 Parking occupancy statistics over the day 4.4 Concluding remarks 5 Learning parking legality maps from parking observations 5.1 Methodology 5.1.1 Location of parked vehicles as method input 5.1.2 Data preprocessing 5.1.3 Definition of feature sets 5.1.4 Learning the parking legality of road subsegments 5.2 Evaluation 5.2.1 Evaluation approach 5.2.2 Results 5.3 Concluding remarks 6 Spatio-temporal analysis of large scale parking availability data and simulation of crowdsensing 6.1 Description and processing of parking dataset from SFpark 6.2 Time series analysis of parking availability data 6.3 Clustering of parking occupancy daily pattern 6.4 Spatial relations in parking availability 6.5 Modelling of crowdsensing based on downsampling for probe vehicles and mobile apps 6.5.1 Scenario based on probe vehicles 6.5.2 Scenario based on mobile apps 6.6 Modelling of probe-vehicle-based crowdsensing from taxi GPS trajectories 6.6.1 Processing overview and description of taxi trajectory dataset 6.6.2 Taxi GPS trajectory processing 6.6.3 Characteristics and aggregation of taxi coverage 6.6.4 Comparison of parking and taxi daily pattern 6.6.5 Simulation of parking availability observations 6.7 Concluding remarks 7 Parking availability estimation and prediction from crowdsensed data 7.1 Spatial interpolation of parking availability 7.2 Parking availability estimation with persistence method 7.3 Estimation and prediction of parking availability based on binary classification 7.3.1 Binary classification approach 7.3.2 Results of binary classification estimation and prediction 7.4 Concluding remarks 8 Benefits of crowdsensed parking availability information 8.1 Types of information for on-street parking 8.2 Experimental setup 8.2.1 Routing strategies 8.2.2 Data sources 8.3 Evaluation of the impact of different parking information 8.3.1 Results for all decisions in the dataset 8.3.2 Results for relevant decisions 8.3.3 Similarity of capacity 8.4 Concluding remarks 9 Conclusion and outlook 9.1 Research questions addressed and overall conclusion 9.2 Applicability of dynamic map approaches to further dynamic phenomena 9.3 Future research directions List of figures List of tables References Acknowledgements Curriculum vitae

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

Note: Contents 1. Background 2. Geomagnetic data used 3. Calculations of monthly bed and rising times during a year 4. Comparisons with sunrise 5. A check with temperature data 6. Conclusions References

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

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

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

Note: Contents Part 1. Introduction -- 1. Recent Trends in Ocean Observations -- Part 2. Surface Observations -- 2. Observing Surface Meteorology and Air-Sea Fluxes -- 3. Drifter Technology and Impacts for Sea Surface Temperature, Sea-Level Pressure and Ocean Circulation Studies -- 4. Origin, Tranformation and Measurement of Waves in Ocean -- Part 3. Subsurface Observations -- 5. Oceanographic Floats- Principles of Operation -- 6. . Measuring Ocean Turbulence -- 7. New Science and Novel Approaches Enabled by Autonomous Gliders -- 8. Advances in In-Situ Ocean Measurements -- Part 4. Remote Sensing -- 9. Ocean Remote Sensing: Concept to Realization for Physical Oceanographic Studies -- 10. Near Real-time Underwater Passive Acoustic Monitoring of Natural and Anthropogenic Sounds -- 11. Data Return Aspects of CODAR and WERA High Frequency Radars in Mapping Currents -- Part 5. Data (Data Management) -- 12. Sensor Performance and Data Quality Control -- 13. Near Real Time Data Recovery from Oceanographic Moorings -- 14. Managing Metocean In Situ Data in the WMO Framework -- Part 6. Societal Applilications -- 15. Applications of Ocean In-Situ Observations and its Societal Relevance --Index

Note: Contents Geoinformatics and Atmospheric Science: Introduction / Tomasz Niedzielski and Krzysztof Migała Biweekly Sea Surface Temperature over the South China Sea and its association with the Western North Pacific Summer Monsoon / B. H. Vaid North Equatorial Indian Ocean Convection and Indian Summer Monsoon June Progression: a Case Study of 2013 and 2014 / Ramesh Kumar Yadav and Bhupendra Bahadur Singh Sensitivity Study of Cloud Cover and Ozone Modeling to Microphysics Parameterization / Kinga Wałaszek, Maciej Kryza, Mariusz Szymanowski, Małgorzata Werner and Hanna Ojrzyńska High-Resolution Dynamical Downscaling of ERA-Interim Using the WRF Regional Climate Model for the Area of Poland Part 1: Model Configuration and Statistical Evaluation for the 1981–2010 Period / Maciej Kryza, Kinga Wałaszek, Hanna Ojrzyńska, Mariusz Szymanowski, Małgorzata Werner and Anthony J. Dore High-Resolution Dynamical Downscaling of ERA-Interim Using the WRF Regional Climate Model for the Area of Poland Part 2: Model Performance with Respect to Automatically Derived Circulation Types / Hanna Ojrzyńska, Maciej Kryza, Kinga Wałaszek, Małgorzata Werner, Małgorzata Werner and Anthony J. Dore Aerosol-Radiation Feedback and PM10 Air Concentrations Over Poland / Małgorzata Werner, Maciej Kryza, Carsten Ambelas Skjøth, Kinga wałaszek, Anthony J. Dore, Hanna Ojrzyńska and Jan Kapłon 2 The Relevance of Surface Roughness Data Qualities in Diagnostic Modeling of Wind Velocity in Complex Terrain: A Case Study from the Śnieżnik Massif (SW Poland) / Kacper Jancewicz and Mariusz Szymanowski The Role of Auxiliary Variables in Deterministic and Deterministic-Stochastic Spatial Models of Air Temperature in Poland / Mariusz Szymanowski and Maciej Kryza Spatial Interpolation of Ewert’s Index of Continentality in Poland / Mariusz Szymanowski, Piotr Bednarczyk, Maciej Kryza and Marek Nowosad Geospatial Predictive Modelling for Climate Mapping of Selected Severe Weather Phenomena Over Poland: A Methodological Approach / Ewelina Walawender, Jakub P. Walawender and Zbigniew Ustrnul Geocomputation and Spatial Modelling for Geographical Drought Risk Assessment: A Case Study of the Hustopeče Area, Czech Republic / Aleš Ruda, Jaromír Kolejka and Kateřina Batelková The Use of Geospatial Technologies in Flood Hazard Mapping and Assessment: Case Study from River Evros / Angeliki Mentzafou, Vasiliki Markogianni and Elias Dimitriou Regional L-Moment-Based Flood Frequency Analysis in the Upper Vistula River Basin, Poland / A. Rutkowska, M. Żelazny, S. Kohnová, M. Łyp and K. Banasik GNSS Vertical Coordinate Time Series Analysis Using Single-Channel Independent Component Analysis Method / Wei Peng, Wujiao Dai, Rock Santerre, Changsheng Cai and Cuilin Kuang

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