ALBERT

Note: Contents: Managing Water, Soil, and Waste in the Context of Global Change ; Climate Change Adaptation ; Climate Change Impacts and Adaptation in Water and Land Context ; Climate Change, Profligacy, Poverty and Destruction: All Things Are Connected ; Urbanization as a Main Driver of Global Change ; A Nexus Approach to Urban and Regional Planning Using the Four-Capital Framework of Ecological Economics ; The Urban Water–Energy Nexus: Building Resilience for Global Change in the “Urban Century” ; Population Growth and Increased Demand for Resources ; Role of Soils for Satisfying Global Demands for Food, Water, and Bioenergy ; Implications of the Nexus Approach When Assessing Water and Soil Quality as a Function of Solid and Liquid Waste Management

Note: Contents 1 Introduction 1.1 Porous Material 1.2 Physical Mechanism 1.2.1 Drained and Undrained Responses 1.2.2 Time and Length Scale 1.2.3 Skempton Pore Pressure Effect 1.2.4 Effective Stress for Volumetric Deformation 1.2.5 Effective Stress for Pore Collapse 1.2.6 Fluid Storage 1.2.7 Thermoelasticity Analogy 1.2.8 Coupled Versus Uncoupled Diffusion 1.3 Poroelastic Phenomena 1.3.1 Borehole Failure 1.3.2 Mandel-Cryer Effect 1.3.3 Noordbergum Effect 1.3.4 Land Subsidence 1.3.5 Slope Stability and Fault Slippage 1.3.6 Fluid Induced Seismicity 1.3.7 Outburst of Coal 1.3.8 Hydraulic Fracturing 1.3.9 Water Wave and Seabed Interaction 1.3.10 Tidal and Barometric Efficiency 1.3.11 Biomechanics 1.3.12 Poroviscoelasticity and Anelastic Strain Recovery 1.3.13 Porothermoelasticity and Thermal Fracturing 1.3.14 Poroelastodynamics and Seismoelectric Effect 1.3.15 Swelling of Clay and Shale 1.3.16 Nanoporous Material References 2 Constitutive Equation 2.1 Physical Versus Phenomenological Approach 2.2 Stress and Strain of Porous Medium 2.2.1 Stress 2.2.2 Strain 2.3 Poroelastic Constitutive Equation 2.3.1 Isotropic Elastic Material 2.3.2 Isotropic Poroelastic Material 2.3.3 Reciprocal Work Theorem 2.3.4 Stress-Strain Relation 2.3.5 Strain-Stress Relation 2.4 Bulk Material Constant 2.4.1 Drained and Undrained Constant 2.4.2 Effective Stress Coefficient 2.4.3 Pore Pressure Coefficient 2.4.4 Storage Coefficient References 3 Micromechanics 3.1 Micromechanical Analysis 3.1.1 Solid and Pore Volumetric Strain 3.1.2 Fluid Volumetric Strain 3.1.3 Link Among Material Constants 3.2 Ideal Porous Medium 3.3 Effective Modulus 3.3.1 Mackenzie Model 3.3.2 Walsh Model 3.3.3 Budiansky and O’Connell Model 3.3.4 Bounds on Material Constants 3.4 Nonlinear Model 3.4.1 Effective Stress Dependent Pore Compressibility 3.4.2 Compaction Induced Permeability Change 3.5 Laboratory Test 3.5.1 Drained Test 3.5.2 Undrained Test 3.5.3 Unjacketed Test 3.6 Table of Poroelastic Constants References 4 Variational Energy Formulation 4.1 Internal and External Stress and Strain 4.1.1 Porosity 4.1.2 Volume and Surface Averaging of Elastic Material 4.1.3 Volume and Surface Averaging of Porous Material 4.1.4 Linkage Between Internal and External Strains 4.2 Thermodynamic Principles 4.3 Variational Formulation 4.3.1 Virtual Work 4.3.2 Internal Energy 4.3.3 Porosity Equilibrium 4.4 Constitutive Equation 4.4.1 Linear Material Model 4.4.2 Linear Model 4.5 Intrinsic Material Constant 4.5.1 Effective Solid Bulk Modulus 4.5.2 Fundamental Deformation Mode 4.5.3 Microisotropy and Microhomogeneity: Ideal Porous Medium 4.6 Link with Phenomenological Model 4.6.1 Link with Bulk Continuum Model 4.6.2 Link with Micromechanics Model 4.7 Deviation from Ideal Porous Medium 4.8 Limiting Material Properties 4.8.1 Ideal Porous Medium 4.8.2 Granular Material 4.8.3 Soil Mechanics Model: Saturated 4.8.4 Soil Mechanics Model: Nearly Saturated 4.8.5 Highly Compressible Solid 4.8.6 Highly Compressible Fluid 4.9 Material Stability and Energy Diagram 4.10 Semilinear Model 4.10.1 Geometric Nonlinearity 4.10.2 Structural Nonlinearity 4.11 Laboratory Measurement of Intrinsic Constant References 5 Anisotropy 5.1 Anisotropic Constitutive Equation 5.1.1 Elasticity 5.1.2 Poroelastic Stress-Strain Relation 5.1.3 Poroelastic Strain-Stress Relation 5.2 Material Symmetry 5.2.1 Orthotropy 5.2.2 Transverse Isotropy 5.2.3 Isotropy 5.3 Micromechanics 5.4 Ideal Porous Medium 5.5 Example References 6 Governing Equation 6.1 Darcy’s Law 6.1.1 Darcy’s Empirical Law 6.1.2 Homogenization Theory 6.1.3 Intrinsic Permeability and Mobility Coefficient 6.1.4 Irreversible Thermodynamics Process 6.2 Other Physical Laws 6.2.1 Mass Conservation 6.2.2 Force Equilibrium 6.3 Governing Equation 6.3.1 Navier-Cauchy Equation 6.3.2 Diffusion Equation 6.3.3 Compatibility Equation 6.3.4 Harmonic Relation 6.3.5 Orthotropy 6.3.6 Transverse Isotropy 6.4 Degenerated Governing Equation 6.4.1 Drained and Undrained State 6.4.2 Soil Mechanics Model 6.4.3 Irrotational Displacement Field 6.4.4 Uncoupling of Diffusion Equation 6.5 Boundary Value Problem 6.5.1 Existence and Uniqueness 6.5.2 Boundary Condition 6.6 Field Equation 6.6.1 Biot Function 6.6.2 Biot Decomposition 6.6.3 McNamee-Gibson Displacement Function References 7 Analytical Solution 7.1 Review of Early Work 7.2 Uniaxial Strain 7.2.1 Isotropy 7.2.2 Transverse Isotropy 7.3 One-Dimensional Consolidation Problem 7.3.1 Terzaghi’s Consolidation Problem 7.3.2 Loading by Fluid Pressure 7.3.3 Variable Rete Loading 7.3.4 Harmonic Excitation 7.4 Plane Strain 7.4.1 Orthotropy 7.4.2 Isotropy 7.4.3 Volumetric Strain and Rotation Formulation 7.5 Generalized Plane Strain 7.5.1 Definition of Generalized Plane Strain 7.5.2 Pure Shear 7.5.3 Warping 7.5.4 Torsion 7.5.5 Plane Strain 7.5.6 Axial Strain 7.5.7 Pure Bending 7.6 Pure Bending of Plate 7.6.1 Bending of Cantilever Plate 7.6.2 Buckling of Axially Loaded Plate 7.7 Mandel Problem 7.8 Water Wave Over Seabed 7.9 Spherical Symmetry 7.10 Cryer Problem 7.11 Spherical Cavity 7.11.1 Pressurized Cavity 7.11.2 Excavated Cavity 7.11.3 Pore Pressure Meter Problem 7.12 Axial Symmetry 7.13 Cylinder Problem 7.13.1 Solid Cylinder 7.13.2 Hollow Cylinder 7.14 Borehole Problem 7.14.1 Plane Strain Borehole Problem 7.14.2 Inclined Borehole Problem 7.15 Borehole and Cylinder Application Problems 7.15.1 Retrieval of Cylindrical Core 7.15.2 Excavated Borehole 7.15.3 Fluid Extraction and Injection 7.15.4 Borehole Breakdown Pressure 7.15.5 Borehole Stability Analysis 7.16 Moving Load on Half Plane 7.17 Plane Strain Half Space and Layered Problem 7.17.1 General Solution for Layered Problem 7.17.2 Plane Strain Half Space Problem 7.18 Axial Symmetry Half Space Problem References 8 Fundamental Solution and Integral Equation 8.1 Reciprocal Theorem 8.1.1 Green’s Second Identity 8.1.2 Betti-Maxwell Reciprocal Theorem 8.1.3 Reciprocal Theorem of Poroelasticity 8.2 Somigliana Integral Equation 8.2.1 Green’s Third Identity 8.2.2 Elasticity 8.2.3 Poroelasticity 8.3 Fredholm Integral Equation 8.3.1 Potential Problem 8.3.2 Elasticity 8.3.3 Poroelasticity 8.4 Stress Discontinuity Method 8.5 Displacement Discontinuity Method 8.6 Dislocation Method 8.7 Galerkin Integral Equation 8.8 Fundamental Solution 8.8.1 Elementary Fundamental Solution 8.8.2 Elasticity Fundamental Solution 8.9 Poroelasticity Fundamental Solution 8.10 Fluid Source 8.10.1 Continuous Source 8.10.2 Instantaneous Source 8.11 Fluid Dipole 8.11.1 Continuous Dipole 8.11.2 Instantaneous Dipole 8.12 Fluid Dilatation 8.12.1 Continuous Fluid Dilatation 8.12.2 Instantaneous Fluid Dilatation 8.13 Fluid Force 8.13.1 Continuous Fluid Force 8.13.2 Instantaneous Fluid Force 8.14 Fluid Dodecapole 8.15 Total Force 8.15.1 Continuous Total Force 8.15.2 Instantaneous Total Force 8.16 Solid Quadrupole and Hexapole 8.17 Solid Center of Dilatation 8.18 Displacement Discontinuity 8.19 Edge Dislocation 8.20 Fundamental Solution Relation Based on Reciprocity References 9 Poroelastodynamics 9.1 Dynamic Equilibrium Equation 9.2 Dynamic Permeability 9.3 Governing Equation 9.4 Wave Propagation 9.4.1 Elastic Wave 9.4.2 Poroelastic Wave 9.5 Phase Velocity and Attenuation 9.5.1 Phase Velocity 9.5.2 Attenuation 9.5.3 Extended Biot Models 9.6 One-Dimensional Wave Problem 9.6.1 Half Space 9.6.2 Finite Thickness Layer 9.7 Thermoelasticity Analogy 9.8 Poroelastodynamics Fundamental Solution 9.8.1 Elastodynamics Fundamental Solution 9.8.2 Helmholtz Decomposition 9.8.3 Three-Dimensional Point Force Solution 9.8.4 Three-Dimensional Fluid Source Solution 9.8.5 Two-Dimensional Fundamental Solution 9.9 Integral Equation Representation 9.10 Plane Wave Reflection and Refraction 9.10.1 Plane Strain Wave Solution 9.10.2 Reflection on Free Surface—Non-Dissipative Medium 9.10.3 Reflection on Free Surface—Dissipative Medium 9.10.4 Impermeable Surface 9.10.5 Fluid and Porous Medium Interface References 10 Poroviscoelasticity 10.1 Viscoelasticity 10.1.1 Spring and Dashpot Model 10.1.2 Correspondence Principle

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

Note: Contents 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

Note: 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

Note: Contents 1 Seventh Law References 2 Shuram Excursion References 3 Clemente Biota References 4 Crystal Creature References 5 Trace Fossil Geometry References 6 Albion’s Ænigma References 7 Coelacanth Vestiges References 8 Barasaurus Squamation References 9 Tetrapteryx References 10 Zealanditherians References 11 Bifaces to the Ends of the Earth References 12 Feldspar Point References Systematics

Note: Contents Part I Introduction 1 Ecological Informatics: An Introduction / Friedrich Recknagel and William K. Michener Part II Managing Ecological Data 2 Project Data Management Planning / William K. Michener 3 Scientific Databases for Environmental Research / John H. Porter 4 Quality Assurance and Quality Control (QA/QC) / William K. Michener 5 Creating and Managing Metadata / William K. Michener 6 Preserve: Protecting Data for Long-Term Use / Robert B. Cook, Yaxing Wei, Leslie A. Hook, Suresh K.S. Vannan, and John J. McNelis 7 Data Discovery / William K. Michener 8 Data Integration: Principles and Practice / Mark Schildhauer Part III Analysis, Synthesis and Forecasting of Ecological Data 9 Inferential Modelling of Population Dynamics / Friedrich Recknagel, Dragi Kocev, Hongqing Cao, Christina Castelo Branco, Ricardo Minoti, and Saso Dzeroski 10 Process-Based Modeling of Nutrient Cycles and Food-Web Dynamics / George Arhonditsis, Friedrich Recknagel, and Klaus Joehnk 11 Uncertainty Analysis by Bayesian Inference / George Arhonditsis, Dong-Kyun Kim, Noreen Kelly, Alex Neumann, and Aisha Javed 12 Multivariate Data Analysis by Means of Self-Organizing Maps / Young-Seuk Park, Tae-Soo Chon, Mi-Jung Bae, Dong-Hwan Kim, and Sovan Lek 13 GIS-Based Data Synthesis and Visualization / Duccio Rocchini, Carol X. Garzon-Lopez, A. Marcia Barbosa, Luca Delucchi, Jonathan E. Olandi, Matteo Marcantonio, Lucy Bastin, and Martin Wegmann Part IV Communicating and Informing Decisions 14 Communicating and Disseminating Research Findings / Amber E. Budden and William K. Michener 15 Operational Forecasting in Ecology by Inferential Models and Remote Sensing / Friedrich Recknagel, Philip Orr, Annelie Swanepoel, Klaus Joehnk, and Janet Anstee 16 Strategic Forecasting in Ecology by Inferential and Process-Based Models / Friedrich Recknagel, George Arhonditsis, Dong-Kyun Kim, and Hong Hanh Nguyen Part V Case Studies 17 Biodiversity Informatics / Cynthia S. Parr and Anne E. Thessen 18 Lessons from Bioinvasion of Lake Champlain, U.S.A. / Timothy B. Mihuc and Friedrich Recknagel 19 The Global Lake Ecological Observatory Network / Paul C. Hanson, Kathleen C. Weathers, Hilary A. Dugan, and Corinna Gries 20 Long-Term Ecological Research in the Nakdong River: Application of Ecological Informatics to Harmful Algal Blooms / Dong-Gyun Hong, Kwang-Seuk Jeong, Dong-Kyun Kim, and Gea-Jae Joo 21 From Ecological Informatics to the Generation of Ecological Knowledge: Long-Term Research in the English Lake District / S.C. Maberly, D. Ciar, J.A. Elliott, I.D. Jones, C.S. Reynolds, S.J. Thackeray, and I.J. Winfield