ALBERT

Anmerkung: 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

Anmerkung: Contents 1 Introduction 2 In the beginning….and somewhat later 3 How to make a habitable planet 4 Prebiotic chemical synthesis 5 The Origin of Life 6 Interlude 7 Photosynthesis: The Game Changer 8 The Rise of Oxygen and the origin of the Eukaryotic Cell 9 Earliest plants and animals 10 The Cambrian Explosion and emergence of “modern” body plans 11 The end of the Ordovician and the colonization of the land 12 The Permian extinction and rise of the dinosaurs 13 End of Cretaceous extinction: The end of the dinosaurs 14 The rise of mammals, the Genus Homo, and the ongoing extinction event 15 Conclusion Appendix 1. Analysis of tRNA sequences, searching for matches to modern protein amino acid sequences Appendix 2. Calculating the probability of the formation of the first protocell Index

Anmerkung: Contents Part I Climate Change Governance and Policy Decentralized Governance and Climate Change Adaptation: Working Locally to Address Community Resilience Priorities / Erin Martin, Christopher Perine, Veronique Lee and Jeff Ratcliffe Using the Open Standards-Based Framework for Planning and Implementing Ecosystem-Based Adaptation Projects in the High Mountainous Regions of Central Asia / Paul Schumacher, Tobias Garstecki, Bunafsha Mislimshoeva, John Morrison, Benedikt Ibele, Corey Lesk, Salamat Dzhumabaeva, Umed Bulbulshoev and Shaun Martin Understanding Climate Change Adaptation: The Role of Citizens’ Perceptions and Appraisals About Extreme Weather Events / Samuel Domingos, Rui Gaspar, João Marôco and Rita Beja Diffusion of Climate Change Adaptation Policies Among Local Governments in Sub-Saharan Africa: Conceptual Review / Issah Justice Musah-Surugu, Albert Ahenkan, Justice Nyigmah Bawole and Samuel Antwi Darkwah The Politics and Governance of Negative Emissions Technologies / Klaus Radunsky Vulnerability Here, There, and Everywhere: What Happened to Ghana’s Decentralized Climate Change Adaptation Policy? / Issah Justice Musah-Surugu, Albert Ahenkan, Justice Nyigmah Bawole and Antwi Samuel Darkwah Part II Climate Change Adaptation, Resilience and Disaster Risk Management Effect of a Drought on Cork Growth Along the Production Cycle / Carla Leite, Vanda Oliveira, Alexandra Lauw and Helena Pereira Ozone Layer Depletion, Climate Change, Risks and Adaptation / Aliaksandr Krasouski and Siarhei Zenchanka Embedding Adaptation into Development Planning and Decision Making Process at the Municipal Levels in Mozambique / Luís Artur, Casimiro António, Olanda Bata, Felisberto Afonso and Gilberto Muai Promoting Private Sector Engagement in Climate Change Adaptation and Flood Resilience—A Case Study of Innovative Approaches Applied by MSMEs in Mumbai, India / Caroline Schaer and Archana Pantakar Can Young Olive Plants Overcome Heat Shock? / Márcia Araújo, Conceição Santos and Maria Celeste Dias Microclimatic Adaptations That Occurred in Urban Area in the Brazilian Cerrado Between the Years 2011–2012 and 2016 / Diana Carolina Jesus de Paula, Natallia Sanches e Souza, Marta Cristina de Jesus Albuquerque Nogueira and Flávia Maria de Moura Santos Part III Social Perceptions and Socio-cultural Dimensions of Climate Change Impacts and Adaptation Outlining Community Perceptions of Climate Change in Local Adaptation Strategies Development: The Case of ClimAdaPT.Local / Luísa Schmidt, Adriana Ferreira Alves, Susana Valente and João Morais Mourato Attitudes, Ability and Willingness: Rethinking Split-Incentives of Non-domestic Building Tenure to Overcome Energy Inertia / Kay Emblen-Perry Environmental Justice and Climate Change Adaptation in the Context of Risk Society / Maria Eduarda Medeiros da Silveira, Solange Buchele de S. Thiago, Larissa Pereira Cipoli Ribeiro, Ana Clara Medeiros da Silveira, José Baltazar Salgueirinho Osório de Andrade Guerra, Jéssica Garcia and Sthefanie Aguiar da Silva Fish Farmers’ Perceptions, Impacts and Adaptation on/of/to Climate Change in Africa (The Case of Egypt and Nigeria) / M. L. Adeleke, D. Al-Kenawy, A. M. Nasr-Allah, S. Murphy, G. O. El-Naggar and M. Dickson Environmental Migrations Without Environmental Migrants? Perceptions and Policies on Environmental and Mobility Issues / Inês Vieira Can 3D Visualizations Really Convince Small Island Coastal Communities About the True Risks of Sea Level Rise? / Attard Claudia, Galdies Charles and Conrad Elisabeth Overview of Contextual Factors When Designing and Implementing Climate Risk Communication with Rural Communities in the Global South / Elvis Modikela Nkoana Part IV Food Security and Climate Change: Adapting Agriculture to Climate Change Improving Water Productivity in Irrigated Agriculture: Challenges from Climate Change and New Water Resources Paradigms / José Manuel Gonçalves and Isabel Pedroso de Lima Promoting Sustainability Through Agro-industrial Waste Valorisation / Micael Silva, Patrícia Marques, Luís Coelho, Hartmut Nestler, Paula Castro and Cristina Galhano Are Increases in Maize Production in Malawi Due to Favourable Climate or the Farm Input Subsidy Program (FISP)? / Floney P. Kawaye and Michael F. Hutchinson Would Rainfed Agriculture Be the Right Option Under Climate Change Scenarios? A Case Study from Centro Region of Portugal / Albano Figueiredo, Carolina Alves, Joaquim Patriarca, Andreia Saavedra Cardoso, Paula Castro and João Loureiro Impact of the Light Microclimate on Photosynthetic Activity of Grape Berry (Vitis vinifera): Insights for Radiation Absorption Mitigations’ Measures / Andreia Garrido, Richard Breia, João Serôdio and Ana Cunha Is It Possible to Completely Adapt Agriculture Production to the Effects of Climate Variability and Change in Central Argentina? New Approaches in Face of New Challenges / Mónica B. Wehbe, Roberto A. Seiler, Marta G. Vinocur and Ivan E. Tarasconi Coffee Responses to Drought, Warming and High [CO 2 ] in a Context of Future Climate Change Scenarios / José Nobre Semedo, Weverton P. Rodrigues, Danielly Dubberstein, Madlles Q. Martins, Lima D. Martins, Isabel P. Pais, Ana P. Rodrigues, António E. Leitão, Fábio L. Partelli, Eliemar Campostrini, Marcelo A. Tomaz, Fernando H. Reboredo, Paula Scotti-Campos, Ana I. Ribeiro-Barros, Fernando C. Lidon, Fábio M. DaMatta and José C. Ramalho How Can Global Change Affect Insect Population Dynamics in Mediterranean Ecosystems? A Case Study with Pine Shoot Beetle and Pine Processionary Moth / Teresa Maria Vasconcelos and Isabel Maria Duarte Part V Technological approaches to Climate Change Adaptation/Innovative Approaches towards Low Carbon Economics Urban Agriculture Practices as Initiatives for Mitigation and Adaptation to Climate Change: Possibilities for Urban Farms in a South American City / Ana Valquiria Jonck, João Marcelo Pereira Ribeiro, Issa Ibrahim Berchin, Francesca Chaher Perini and José Baltazar Salgueirinho Osório de Andrade Guerra Climate Adaptation Practices in Building Constructions: Progress and Limitations in Dar es Salaam, Tanzania / Elinorata Mbuya, Nathalie Jean-Baptiste and Alphonce G. Kyessi Irrigation Water-Saving Technologies to Adapt to Global Changes in the Yellow River Basin, China: A Hetao Case Study / Qingfeng Miao, Haibin Shi, José Manuel Gonçalves and Luis Santos Pereira Emission Trading Schemes and Carbon Markets in the NDCs: Their Contribution to the Paris Agreement / Veronica Caciagli Adaptation Technologies in Water Sector Demanded by Developing Countries and the Potential of Technology Transfer of SMEs in South Korea / Ho-Sik Chon, Huncheol Im and SeJin An Erratum to: Promoting Private Sector Engagement in Climate Change Adaptation and Flood Resilience—A Case Study of Innovative Approaches Applied by MSMEs in Mumbai, India 7 Caroline Schaer and Archana Pantakar

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

Anmerkung: Contents Part I Introduction 1 Famines: At the Interface of Nature and Society / Dominik Collet and Maximilian Schuh Part II Interdisciplinary Approaches 2 The European Mortality Crises of 1346–52 and Advent of the Little Ice Age / Bruce M.S. Campbell 3 Combining Written and Tree-Ring Evidence to Trace Past Food Crises: A Case Study from Finland / Heli Huhtamaa Part III Socionatural Entanglements 4 Two Decades of Crisis: Famine and Dearth During the 1480s and 1490s in Western and Central Europe / Chantal Camenisch 5 Climate and Famines in the Czech Lands Prior to AD 1500: Possible Interconnections in a European Context / Rudolf Brázdil, Oldřich Kotyza and Martin Bauch 6 Food Insecurity and Political Instability in the Southern Red Sea Region During the ‘Little Ice Age,’ 1650–1840 / Steven Serels Part IV Coping 7 The Role of Climate and Famine in the Medieval Eastern Expansion / Andreas Rüther 8 Famines in Late Medieval and Early Modern Italy: A Test for an Advanced Economy / Guido Alfani 9 Bread for the Poor: Poor Relief and the Mitigation of the Food Crises of the 1590s and the 1690s in Berkel, Holland / Jessica Dijkman 10 Educationalizing Hunger. Dealing with the Famine of 1770/71 in Zurich / Andrea De Vincenti Part V Perceiving and Remembering 11 Starvation Under Carolingian Rule. The Famine of 779 and the Annales Regni Francorum / Stephan Ebert 12 Staging the Return to Normality. Socio-cultural Coping Strategies with the Crisis of 1816/1817 / Maren Schulz 13 Remembering Hunger. Museums and the Material Culture of Famine / Andrea Fadani

Anmerkung: Contents Introduction / Jean-Michel Sourisseau, Pierre-Marie Bosc, Philippe Bonnal, Jean-François Bélières, Pierre Gasselin, and Élodie Valette Part I Non-commercial Rationales, an ‘Archaism’ Worth Revisiting Introduction / Pierre-Marie Bosc Family Farming in Polish Podlasie: Anachronism or Overlooked Potential? / Pascal Chevalier Urban and Peri-Urban Agriculture, the Dairy Farms of Cairo, Egypt / Annabelle Daburon, Véronique Alary, Ahmed Ali, Mohammad El-Srogi, and Jean-François Tourrand Integration into International Markets of Cotton Family Farms in Mali / Mamy Soumaré, Jean-François Bélières, Michel Passouant, and Moumouni Sidibé The Precariousness of the Sedentarization of a Pastoral Fulani Population in Benin / Isabelle Droy and Jean-Étienne Bidou Part II Local Anchoring and Migration as Two Faces of the Same Coin Introduction / Élodie Valette Multi-localized Diversified Family Farming in Nicaragua / Sandrine Fréguin-Gresh, Anaïs Trousselle, and Geneviève Cortes The iony Moment: Migration, Livelihoods and Family Farming in the Upper Cañar Valley (Southern Ecuadorian Andes) / Michel Vaillant Agriculture in Southern Mozambique, an Activity Based on Labour Migration / Sara Mercandalli Part III On the Boundaries of Family Farming: Examples of Family Business Farming Introduction / Jean-Michel Sourisseau In Between Agro-industries and Family Business Farms: Ephemeral Smallholder Family Plantations in Indonesia / Stéphanie Barral Family Farming in Brazil: Modernized and Integrated / Osmar Tomaz de Souza, Philippe Bonnal, Leonardo Beroldt, and Renata Menasche Family-Run Farm Enterprises, Territories and Policies in Argentina / Sophie Chaxel, Roberto Cittadini, Pierre Gasselin, and Christophe Albaladejo Part IV Diversification of Activities Between Strategies of Survival and Accumulation Introduction / Pierre Gasselin Family Farming Confronted by Drought and Liberalization in Senegal / Ibrahima Hathie and Cheikh Oumar Ba Long-Term Accumulation Strategies and Family Farms in Cameroon / Philippe Pédelahore The Uncertain Market Integration of Family Farms in Madagascar / Nicole Andrianirina Part V Organization of the Family Between a Collective Asset and the Limitations of Individual Strategies Introduction / Jean-François Bélières From Large to Small Families in Burkina Faso: Disrupted Generations and Statuses / Sébastien Bainville A Family and Its Cross-Border Pastoral System: Between Niger, Chad and Nigeria / Bernard Bonnet, Ousman Malam Ousseini, and Issoufou El Hadj Attoumane Part VI Beyond Family Farming: The Determining Influence of Political and Territorial Issues Introduction / Philippe Bonnal Fragmentation of Irrigated Family Farms in Southern India / Frédéric Landy On the Roof of the World, the Herders of the Tibetan Plateau Confronted by Change / Ruijun Long, Xiao Jing Qi, Luming Ding, Tingting Yang, Thierry Bonaudo, Bernard Hubert, and Jean-François Tourrand Family Farming in Contemporary Kanak Society / Séverine Bouard, Leïla Apithy, and Stéphane Guyard Conclusion: Methodological and Conceptual Contributions / Philippe Bonnal, Jean-Michel Sourisseau, Pierre-Marie Bosc, Pierre Gasselin, Jean-François Bélières, and Élodie Valette References

Anmerkung: Contents In Search of New Narratives for Informed Decisions on Climate Change Crisis in the African Drylands / Aliyu Barau and Adamu Idris Tanko Assessing High School Student Perceptions and Comprehension of Climate Change / Ulisses M. Azeiteiro, P. Bacelar-Nicolau, P. T. Santos, L. Bacelar-Nicolau and F. Morgado A Sustainability Livelihood Approach (SLA) Model for Assessing Disaster Preparedness and Resilience of the People: Case Study of Cox’s Bazar Sadar Upazila in Bangladesh / Md. Mokhlesur Rahman and Weifeng Li Loving Glacier National Park Online: Climate Change Communication and Virtual Place Attachment / Salma Monani, Sarah Principato, Dori Gorczyca and Elizabeth Cooper Understanding Communication Needs: A Marikina Barangay Experience Linking Flooding to Climate Change Communication / Charlotte Kendra Gotangco and Inez Ponce de Leon Climate: The Great Maestro of Life on Earth. History, Didactics and Case Studies / Maria Rosário Bastos, Joana Gaspar de Freitas and João Pedro Cunha Ribeiro Children Communicating on Climate Change: The Case of a Summer Camp at a Greek Island / Constantina Skanavis and Aristea Kounani Communicating the IPCC: Challenges and Opportunities / Jonathan Lynn Performative Methods for Climate Change Communication in Academic Settings: Case Study of the Freiburg Scientific Theatre / Sadhbh Juárez-Bourke Watershed Discipleship: Communicating Climate Change Within a Christian Framework: A Case Study Analysis / Cherice Bock Assessment of Outdoor Workers Perception Working in Extreme Hot Climate / Haruna Musa Moda and Abdullah Alshahrani Games for Knowledge Transfer and as a Stimulus for Climate Change Mitigation in Agriculture—Lessons Learned from a Game Prototype / Anja Hansen, Kathrin Schneider and Johanna Lange Climate Impacts for German Schools—An Educational Web Portal Solution / Ines Blumenthal, Carolin Schlenther, Simon Hirsbrunner, Manfred Stock and Thomas Nocke Communicating Climate Change in a Museum Setting—A Case Study / Bettina C. Lackner, Sajeev Erangu Purath Mohankumar, Matthias Damert, Daniel Petz, Lukas Meyer, Roman Klug and Barbara Reiter Climate Change Communication in Higher Education Institutions: The Case of the North-West University in South Africa / Paola Villavicencio Calzadilla, Romain Mauger and Anél Du Plessis Traditional Ecological Knowledge as a Contribution to Climate Change Mitigation and Adaptation: The Case of the Portuguese Coastal Populations / Joana Gaspar de Freitas, Maria Rosário Bastos and João Alveirinho Dias Building Carbon Literacy: How the Irish Press Normalise Public Discussion About Climate Mitigation Actions / Brenda McNally Climate Change Communication and User Engagement: A Tool to Anticipate Climate Change / Marta Terrado, Isadora Christel, Dragana Bojovic, Albert Soret and Francisco J. Doblas-Reyes Encouraging 10,000 Staff to Take Action on Sustainability: A Case Study of a Sustainability Engagement Programme in Higher Education / Lucy Millard Disseminating Climate Change: The Role of Museums in Activating the Global Public / Morien Rees and Walter Leal Filho Engaging People with Climate Change Through Museums / Henry McGhie, Sarah Mander and Ralph Underhill Considering the Role of Government in Communicating Climate Change: Lessons from the US Public Flood Insurance Program / Chad J. McGuire Istanbul’s Vulnerability to Climate Change: An Urban Sectors’ Based Assessment / Aysun Aygün and Tüzin Baycan Enhancing Intergenerational Communication Around Climate Change / Susan A. Brown and Raichael Lock

Anmerkung: Contents 1 Rocks Work 2 Oil Play 3 Drilling Reflections 4 Interpretation in Time 5 New Adventures 6 The Field of Prospects 7 Gas on Tap 8 The Price of Oil Glossary

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

Anmerkung: Contents 1 Introduction 1.1 Geography 1.2 Geology 1.3 Oceanography 1.4 Climate 1.5 Biodiversity References Part I Dangerous Fishes 2 Biting and Predator Fish Group 2.1 Chondrichthyes (Cartilagenous Fishes) 2.1.1 Relationship of Sharks to Humans 2.2 Osteichthyes (Teleostean Fishes) 2.2.1 Moray eels 2.3 Wolf-Herring and Barracuda 2.3.1 Barracuda Attacks and Bites 2.4 Triggerfish 2.4.1 Reported Cases of Triggerfish Bites 2.5 Ribbonfish 2.5.1 Bite of Ribbonfish and Its Mechanism References 3 Harmful Fish Group 3.1 Needlefish 3.1.1 Injuries Caused by Needlefishes 3.2 Surgeonfish 3.2.1 Cuts Caused by Surgeonfish References 4 Electric Fishes 4.1 Electric Rays and Their Electric Organ References Part II Poisonous and Venomous Fishes 5 Poisonous Fishes 5.1 Ichthyosarcotoxic Fishes 5.1.1 Elasmobranch Fish Poisoning 5.1.2 Ciguatoxic Fishes 5.1.3 Clupeotoxic Fishes 5.1.4 Gempylotoxic Fishes 5.1.5 Scomberotoxic Fishes 5.1.6 Hallucinogenic Fishes 5.1.7 Tetrodotoxic Fishes 5.2 Ichthyootoxic Fishes 5.2.1 Ichthyootoxic Fish Species 5.3 Ichthyogallotoxic Fishes 5.3.1 Ichthyogallotoxic Fish Species References 6 Ichthyohemotoxic Fishes 6.1 Background 6.2 Causative Agent 6.3 Symptoms 6.4 Treatment and Prevention 6.5 Ichthyohemotoxic Fish Species References 7 Venomous Fishes 7.1 Ithyocrinotoxic Fishes 7.1.1 Catfishes 7.1.2 Boxfishes 7.1.3 Species of Eels 7.1.4 Flatfishes 7.1.5 Pufferfish 7.1.6 Ichthyocrinotoxic Fish Species 7.2 Acanthotoxic (Venomous) Fishes 7.2.1 Venomous Stingrays 7.2.2 Venomous Catfishes 7.2.3 Venomous Scorpaenid Fishes 7.2.4 Venomous Stonefishes 7.2.5 Venomous Toadfishes 7.2.6 Venomous Spadefishes or Scats 7.2.7 Venomous Stargazers 7.2.8 Venomous Rabbit Fishes References Erratum to: Dangerous Fishes of the Eastern and Southern Arabian Peninsula About the Author Common Name Index Scientific Name Index General Index