ALBERT

Anmerkung: Contents Part I Historical Background of Plankton Research in the Region Overview of the History of Biological Oceanography in the Southwestern Atlantic, with Emphasis on Plankton / Demetrio Boltovskoy and Jean L. Valentin Part II Regional Settings of Productivity and Nutrient Cycling Physical Oceanography of the SW Atlantic Shelf: A Review / Alberto R. Piola, Elbio D. Palma, Alejandro A. Bianchi, Belmiro M. Castro, Marcelo Dottori, Raul A. Guerrero, Marina Marrari, Ricardo P. Matano, Osmar O. Möller Jr, and Martín Saraceno Nutrient Transport, Cycles, and Fate in Southern Brazil (Southwestern Atlantic Ocean Margin) / Luis F. Niencheski Surface Macronutrient Dynamics of the Drake Passage and the Argentine Sea / Flavio E. Paparazzo and José L. Esteves Perspective: Continental Inputs of Matter into Planktonic Ecosystems of the Argentinean Continental Shelf—the Case of Atmospheric Dust / Augusto C. Crespi-Abril, Elena S. Barbieri, Leilén Gracia Villalobos, Gaspar Soria, Flavio E. Paparazzo, Joanna M. Paczkowska, and Rodrigo J. Gonçalves Overview on Primary Production in the Southwestern Atlantic / Vivian Lutz, Valeria Segura, Ana Dogliotti, Virginia Tavano, Frederico P. Brandini, Danilo L. Calliari, Aurea M. Ciotti, Virginia F. Villafañe, Irene R. Schloss, Flavia M. P. Saldanha Corrêa, Hugo Benavides, and Denise Vizziano Cantonnet Part III Plankton of Shelf and Boundary Systems Phytoplankton Assemblages of the Subtropical South West Atlantic: Composition and Dynamics in Relation to Physical and Chemical Processes / Frederico P. Brandini Community Structure and Spatiotemporal Dynamics of the Zooplankton in the South Brazilian Bight: A Review / Miodeli Nogueira Jr. and Frederico P. Brandini Zooplankton Communities of the Argentine Continental Shelf (SW Atlantic, ca. 34°–55°S), An Overview / Georgina D. Cepeda, Brenda Temperoni, Marina E. Sabatini, María D. Viñas, Carla M. Derisio, Betina A. Santos, Julieta C. Antacli, and Luciano N. Padovani Ecological Role of Common Appendicularian Species from Shelf Waters Off Argentina / Fabiana L. Capitanio, Mariela L. Spinelli, María L. Presta, Gastón E. Aguirre, Guillermo Cervetto, Marcelo Pájaro, and Carla M. Derisio Ichthyoplankton Associated to the Frontal Regions of the Southwestern Atlantic / Eduardo M. Acha, Martin D. Ehrlich, José H. Muelbert, Marcelo Pájaro, Daniel Bruno, Laura Machinandiarena, and Mariana Cadaveira Part IV Plankton of Coastal Systems Flagellates Versus Diatoms: Phytoplankton Trends in Tropical and Subtropical Estuarine-Coastal Ecosystems / Clarisse Odebrecht, Maria C. Villac, Paulo C. Abreu, Lumi Haraguchi, Piter D. F. Gomes, and Denise Rivera Tenenbaum Phytoplankton Patterns and Processes in a Tropical-Subtropical Transition Region: Santa Catarina Coast, Southern Brazil / Leonardo R. Rörig, Marcio da Silva Tamanaha, Graziela da Rosa Persich, Carlos A. França Schettini, and Eliane C. Truccolo Schettini Near-Surface Biogeochemistry and Phytoplankton Carbon Assimilation in the Rio de la Plata Estuary / Danilo L. Calliari, Mónica Gómez-Erache, Denise Vizziano Cantonnet, and Cecilia Alonso Satellite-Measured Phytoplankton and Environmental Factors in North Patagonian Gulfs / Gabriela N. Williams, Miriam E. Solís, and José L. Esteves Mesozooplankton Structure and Seasonal Dynamics in Three Coastal Systems of Argentina: Bahía Blanca Estuary, Pirámide Bay, and Ushuaia Bay / Anabela A. Berasategui, María C. López Abbate, Valeria C. D’Agostino, María L. Presta, Román Uibrig, Tami M. García, Eugenia Nahuelhual, Carlo J. Chazarreta, María S. Dutto, Maximiliano Garcia, Fabiana Capitanio, and Mónica S. Hoffmeyer Trophic Ecology of the White Croaker (Micropogonias furnieri Desmarest, 1823) and Rough Scad (Trachurus lathami Nichols, 1920) Larvae in the Río de la Plata Estuary / Laura Rodríguez-Graña, Mario Vera, Guillermo Cervetto, and Danilo L. Calliari Part V Gelatinous Zooplankton Diversity, Species Composition and Assemblage Dynamics of Estuarine Gelatinous and Semi-Gelatinous Zooplankton from Brazil / Miodeli Nogueira Jr., Lorena Silva do Nascimento, Pedro Vieira Maciel, Sebastião Tilbert, and Lívia Dias Oliveira An Overview of the Medusozoa from the Southwestern Atlantic / Agustín Schiariti, María S. Dutto, André Carrara Morandini, Renato M. Nagata, Daiana Y. Pereyra, Francisco A. Puente Tapia, Luciana Díaz Briz, and Gabriel Genzano Part VI Harmful Algae and Their Impacts Alexandrium tamarense/catenella Blooms in the Southwestern Atlantic: Paralytic Shellfish Toxin Production and Its Trophic Transference / Nora G. Montoya, Mario O. Carignan, and José I. Carreto Harmful Algal Blooms in the Río de la Plata Region / Silvia M. Méndez and José I. Carreto Harmful Marine Microalgae in Coastal Waters of Chubut (Patagonia, Argentina) / Alicia V. Sastre, Norma H. Santinelli, Miriam E. Solís, Laura B. Pérez, Soledad Díaz Ovejero, Leilén Gracia Villalobos, Andreana Cadaillón, and Valeria C. D’Agostino Part VII Plankton, Climate Change and Human-Induced Changes Composition and Structure of Phytoplankton Communities in Coastal Environments with Anthropogenic Disturbance (Patagonia, Argentina) / Norma H. Santinelli, Alicia V. Sastre, Mónica N. Gil, and José L. Esteves Responses of Subantarctic Marine Phytoplankton to Ozone Decrease and Increased Temperature / Marcelo P. Hernando, Gabriela Malanga, Gastón O. Almandoz, Irene R. Schloss, and Gustavo A. Ferreyra Global Change and Plankton Ecology in the Southwestern Atlantic / Elena S. Barbieri, María A. Marcoval, Rodrigo D. Hernández-Moresino, Mariela L. Spinelli, and Rodrigo J. Gonçalves Index

Anmerkung: Contents 1 Introduction and Historical Perspective / Robert L. Price and W. Gray (Jay) Jerome 2 The Theory of Fluorescence / W. Gray (Jay) Jerome 3 Fluorescence Microscopy / W. Gray (Jay) Jerome and Robert L. Price 4 Specimen Preparation / W. Gray (Jay) Jerome, John Fuseler, Caleb A. Padgett, and Robert L. Price 5 Labeling Considerations for Confocal Microscopy / R. M. Albrecht and J. A. Oliver 6 Digital Imaging / W. Gray (Jay) Jerome 7 Confocal Digital Image Capture / W. Gray (Jay) Jerome 8 Types of Confocal Instruments: Basic Principles and Advantages and Disadvantages / John Fuseler, W. Gray (Jay) Jerome, and Robert L. Price 9 Setting the Confocal Microscope Operating Parameters / Amy E. Rowley, Anna M. Harper, and Robert L. Price 10 3D Reconstruction of Confocal Image Data / Thomas C. Trusk 11 Analysis of Image Similarity and Relationship / Jesse Aaron and Teng-Leong Chew 12 Ethics and Resources / W. Gray (Jay) Jerome and Robert L. Price Glossary (Terms Are Defined with Respect to Confocal Imaging) Index

Anmerkung: Contents Preface Introduction to the second edition What this book is about How the book is organized Why R? Updates Acknowledgements Chapter 1: Getting and Getting Acquainted with R 1.1 Getting started 1.2 Getting R 1.3 Getting R Studio 1.4 Let's play 1.5 Usin g R as a giant calculator (the size of your computer) 1.6 Your first script 1.7 Intermezzo remarks 1.8 Important functionality: packages 1.9 Getting help 1.10 A mini-practical - some in-depth play 1.11 Some more top tips and hints for a successful first (and more) R experience Appendix 1a Mini-tutorial solutions Appendix 1b File extensions and operating systems Chapter 2: Getting Your Data into R 2.1 Getting data ready for R 2.2 Getting your data into R 2.3 Checking that your data are your data 2.4 Basic troubleshooting while importing data 2.5 Summing up Appendix Advanced activity: dealing with untidy data Chapter 3: Data Management, Manipulation, and Exploration with dplyr 3.1 Summary statistics for each variable 3.2 dplyr verbs 3.3 Subsetting 3.4 Transforming 3.5 Sorting 3.6 Mini-summary and two top tips 3.7 Calculating summary statistics about groups of your data 3.8 What have you learned ... lots Appendix 3a Comparing classic methods and dplyr Appendix 3b Advanced dplyr Chapter 4: Visualizing Your Data 4.1 The first step in every data analysis — making a picture 4.2 ggplot2: a grammar for graphics 4.3 Box-and-whisker plots 4.4 Distributions: making histograms of numeric variables 4.5 Saving your graphs for presentation, documents, etc. 4.6 Closing remarks Chapter 5: Introducing Statistics in R 5.1 Getting started doing statistics in R 5.2 x2 contingency table analysis 5.3 Two-sample t-test 5.4 Introducing ... linear models 5.5 Simple linear regression 5.6 Analysis of variance: the one-way ANOVA 5.7 Wrapping up Appendix Getting packages not on CRAN Chapter 6: Advancing Your Statistics in R 6.1 Getting started with more advanced statistics 6.2 The two-way ANOVA 6.3 Analysis of covariance (ANCOVA) 6.4 Overview: an analysis workflow Chapter 7: Getting Started with Generalized Linear Models 7.1 Introduction 7.2 Counts and rates — Poisson GLMs 7.3 Doing it wrong 7.4 Doing it right — the Poisson GLM 7.5 When a Poisson GLM isn’t good for counts 7.6 Summary, and beyond simple Poisson regression Chapter 8: Pimping Your Plots: Scales and Themes in ggplot2 8.1 What you already know about graphs 8.2 Preparation 8.3 What you may want to customize 8.4 Axis labels, axis limits, and annotation 8.5 Scales 8.6 The theme 8.7 Summing up Chapter 9: Closing Remarks: Final Comments and Encouragement General Appendices Appendix 1 Data Sources Appendix 2 Further Reading Appendix 3 R Markdown Index

Anmerkung: Table of Contents Introduction: Thermokarst Lakes of Western Siberia as Dominant Forms of Landscape and Regulators of Greenhouse Gas Exchange with the Atmosphere Chapter 1. Thermokarst Lakes: Distribution, Cycle of Development, Surface Coverage and Evolution Chapter 2. Sources of Dissolved Components in Thermokarst Lakes Chapter 3. Temperature and Gas Regime Chapter 4. Dissolved Organic Carbon Chapter 5. Microbiology of Thermokarst Lake Systems Chapter 6. Trace Elements in Thermokarst Lakes Chapter 7. Colloids in Thermokarst Lakes Chapter 8. Latitude Profile Gradients of Lakes: Substituting Space for Time Chapter 9. Possible Impact of Climate Warming on Stocks and Fluxes of Carbon and Related Elements in Western Siberian Lakes Conclusions: Thaw Lakes as Indicators of Climate Change References Index

Anmerkung: Contents 1 Trend Analyses of Seasonal Mean Temperature Series Pertaining to the Tapi River Basin Using Monthly Data / Ganesh D. Kale 2 Dry Spell and Wet Spell Characterisation of Nandani River Basin, Western Maharashtra, India / Abhijit Mohanrao Zende and Prashant Basavaraj Bhagawati 3 Assessment of Climate Change on Crop Water Requirement in Tandula Command of Chhattisgarh (India) / Rahul Kumar Jaiswal, H. L. Tiwari, and Anil Kumar Lohani 4 Impact of Climate Change on Hydrological Regime of Narmada River Basin / Deepak Kumar Tiwari, H. L. Tiwari, Raman Nateriya, and Satanand Mishra 5 Climate Change Impacts on Water Resources in Ethiopia / Abiot Ketema and G. S. Dwarakish 6 Spatio-Temporal Trend Analysis of Long-Term IMD-Gridded Precipitation in Godavari River Basin, India / C. H. Praveenkumar and V. Jothiprakash 7 Forecasting Reference Evapotranspiration Using Artificial Neural Network for Nagpur Region / Nikhil Band, Aniruddha Ghare, and Avinash Vasudeo 8 Time-Varying Downscaling Model (TVDM) and its Benefit to Capture Extreme Rainfall / Subbarao Pichuka and Rajib Maity 9 An Assessment of Impact of Land Use–Land Cover and Climate Change on Quality of River Using Water Quality Index / Manisha Jamgade and Shrikant Charhate 10 Assessment of Tail Behavior of Probability Distributions of Daily Precipitation Data Over India / Neha Gupta and Sagar Rohidas Chavan 11 Benefit of Time-Varying Models Developed Using Graphical Modeling Approach for Probabilistic Prediction of Monthly Streamflow / Riya Dutta and Rajib Maity 12 Determination of Effective Discharge Responsible for Sediment Transport in Cauvery River Basin / Shobhit Maheshwari and Sagar Rohidas Chavan 13 A Comparative Study of Potential Evapotranspiration in an Agroforestry Region of Western Ghats, India / Pandu Narayana and K. Varija 14 Influence of Air Temperature on Local Precipitation Extremes Across India / Sachidanand Kumar, Kironmala Chanda, and Srinivas Pasupuleti 15 Effect of Spatial and Temporal Land Use-Land Cover Change on the Rainfall Trend: A Case Study in Kerala / Lini R. Chandran and P. G. Jairaj 16 Innovations and Application of Operational Ocean Data Products for Security of Marine Environment / Madhulika Sinha and Shrikant Charhate 17 Statistical Downscaling of Sea Level by Support Vector Machine and Regression Tree Approaches / S. Sithara, S. K. Pramada, and Santosh G. Thampi 18 Assessing the Impacts of Climate Change on Crop Yield in Upper Godavari River Sub-basin Using H08 Hydrological Model / Pushpendra Raghav and T. I. Eldho 19 Evaluation of Time Discretization of Daily Rainfall From the Literature for a Specific Site / R. Harshanth, Saha Dauji, and P. K. Srivastava 20 Quality Checks on Continuous Rainfall Records: A Case Study / R. Harshanth, Saha Dauji, and P. K. Srivastava 21 Assuring Water Intake Sustainability Under Changing Climate / Gaurav Talukdar and Arup Kumar Sarma 22 Characteristics of Gldas Evapotranspiration and Its Response to Climate Variability Across Ganga Basin, India / Lalit Pal, C. S. P. Ojha, and Amit Kumar 23 Seasonal and Inter-Annual Variability of Sea Surface Temperature and Its Correlation with Maximum Sustained Wind Speed in Bay of Bengal / Jiya Albert and Prasad K. Bhaskaran 24 Comparison of CMIP5 Wind Speed from Global Climate Models with In-Situ Observations for the Bay of Bengal / Athira Krishnan and Prasad K. Bhaskaran 25 Trend Analysis of Temperature for Eastern Ganga Canal Command / Radha Krishan, Bhaskar R. Nikam, and Deepak Khare 26 Analysis of Long-Term Rainfall Trends in Rajasthan, India / Darshan Mehta and S. M. Yadav 27 Statistical Downscaling of GCM Output and Simulation of Rainfall Scenarios for Brahmani Basin / Lasyamayee Lopamudra Sahoo and Kanhu Charan Patra 28 Impact of Land Use–Land Cover Changes on the Streamflow of the Kolab River Basin Using SWAT Model / Partha Sarathi Bhunia and Kanhu Charan Patra 29 Statistical Downscaling of Climatic Variables in Indo-Gangatic Alluvial Plain / Prabhakar Shukla and Raj Mohan Singh 30 Comparing Global High-Resolution Precipitation Data with Rain Gauge Data in Assam, India / Pulendra Dutta, Dipsikha Devi, and Arup Kr. Sarma 31 Variability of Rainfall, Temperature and Potential Evapotranspiration at Annual Time Scale Over Tapi to Tadri River Basin, India / Prem Mahyavanshi, V. D. Loliyana, and Priyank J. Sharma 32 Climate Change and Water Resources: Emerging Challenges, Vulnerability and Adaptation in Indian Scenario / Y. Shiva Shankar, Abhishek Kumar, and Devendra Mohan 33 Observed Spatio-Temporal Trends of Precipitation and Temperature Over Afghanistan / S. Rehana, P. Krishna Reddy, N. Sai Bhaskar Reddy, Abdul Raheem Daud, Shoaib Saboory, Shoaib Khaksari, S. K. Tomer, and U. Sowjanya 34 Identification of Historical Shift, Dispersion, and Trend of the Monsoon Season for Guwahati City Using Fuzzy Segmentation and Trend Analyses / Amrutha Suresh and Pekkat Sreeja 35 Analysis of Intensity–Duration– Frequency and Depth–Duration– Frequency Curve Projections Under Climate Variability / Manish Kumar Sinha, Klaus Baier, Rafig Azzam, M. K. Verma, and Ramakar Jha 36 Changes in Monthly Hydro-Climatic Indices for Middle Tapi Basin, India / Priyank J. Sharma, P. L. Patel, and V. Jothiprakash 37 Multiobjective Automatic Calibration of a Physically Based Hydrologic Model Using Multiobjective Self-Adaptive Differential Evolution Algorithm / Saswata Nandi and M. Janga Reddy 38 Adaptive Neuro-Fuzzy Inference System-Based Yield Forecast Using Climatic Variables / Kalpesh Borse and P. G. Agnihotri 39 Impact of Climate Change on Hydrological Parameters / Arunima Priyadarsini Patnaik and Bandita Naik 40 Morphometric Analysis of Kosi River Basin, Bihar, India Using Remote Sensing and GIS Techniques / Niraj Kumar and Ramakar Jha 41 Simulation of Impact of Climate Change on the Performance of a Reservoir System in Eastern India / Satabdi Saha, Debasri Roy, and Rajib Das 42 Assessing the Impact of Spatial Resolution on Land Surface Model Based on Hydrologic Simulations / Aiendrila Dey and Renji Remesan 43 Infilling Missing Monthly Maximum and Minimum Temperature Dataset by EM Algorithm Followed by Distribution Based Statistical Assessment Using Eight Absolute Homogeneity Tests / P. Kabbilawsh, D. Sathish Kumar, and N. R. Chithra 44 Multisite Monthly to Daily Naturalised Streamflow Disaggregation Using Daily Flow Pattern Hydrograph / Vivek Verma 45 Error Analysis of TMPA Near Real-Time Precipitation Estimates for an Indian Monsoon Region / Ashish Kumar and RAAJ Ramsankaran 46 Comparison of Selection of Predictors for Statistical Downscaling of Precipitation Using Different Statistical Techniques / Kumar Keshav, Vivekanand Singh, and Roshni Thendiyath

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

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

Anmerkung: Contents Introduction: Listening in the Ocean / Whitlow W.L. Au and Marc O. Lammers 2 A Review of Blue Whale Studies from HARUphones in the Pacific / Kathleen M. Stafford 3 Long-Term Monitoring of Cetaceans Using Autonomous Acoustic Recording Packages / Sean M. Wiggins and John A. Hildebrand 4 From Shrimp to Whales: Biological Applications of Passive Acoustic Monitoring on a Remote Pacific Coral Reef / Marc O. Lammers and Lisa M. Munger 5 Studying the Biosonar Activities of Deep Diving Odontocetes in Hawaii and Other Western Pacific Locations / Whitlow W.L. Au and Giacomo Giorli 6 Environmental Acoustic Recording System (EARS) in the Gulf of Mexico / George E. Ioup, Juliette W. Ioup, Natalia A. Sidorovskaia, Christopher O. Tiemann, Stan A. Kuczaj, Azmy S. Ackleh, Joal J. Newcomb, Baoling Ma, Robin Paulos, Alexander Ekimov, Grayson H. Rayborn Jr., James M. Stephens, and Arslan M. Tashmukhambetov 7 Listening to Echolocation Clicks with PODs / Nick Tregenza, Steve Dawson, Will Rayment, and Ursula Verfuss 8 PALAOA: The Perennial Acoustic Observatory in the Antarctic Ocean—Real- Time Eavesdropping on the Antarctic Underwater Soundscape / Holger Klinck, Lars Kindermann, and Olaf Boebel 9 Listening for Whales at the Station ALOHA Cabled Observatory / Julie N. Oswald, Helen Ou, Whitlow W.L. Au, Bruce M. Howe, and Fred Duennebier 10 Findings from U.S. Navy Hydrophone Ranges / David Moretti, Ronald Morrissey, Susan Jarvis, and Jessica Shaffer 11 Pinniped Sounds in the Polar Oceans / Jennifer L. Miksis-Olds, Ilse C. Van Opzeeland, Sofie M. Van Parijs, and Joshua Jones 12 Listening in the Ocean: New Discoveries and Insights on Marine Life from Autonomous Passive Acoustic Recorders / David Mann, James Locascio, and Carrie Wall 13 Passive Acoustic Monitoring in Benthic Marine Crustaceans: A New Research Frontier / Erica Staaterman 14 A Multiplatform Ultrasonic Event Recorder for Tagging, Towing, and Stationed Monitoring of Odontocetes / Tomonari Akamatsu 15 Signal Processing / David K. Mellinger, Marie A. Roch, Eva-Marie Nosal, and Holger Klinck Index

Anmerkung: 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