ALBERT

Note: Contents: Preface and Acknowledgments ; A Note to the Reader ; 1. A Great Discovery - And a Mistake ; 2. Symbolic Dynamics ; 3. Collisions and Other Singularities ; 4. Stability ; 5. KAM Theory ; Notes ; Bibliography ; Index

Note: Contents: ONE Introduction ; TWO The Hopfield Model ; THREE Extensions of the Hopfield Model ; FOUR Optimization Problems ; FIVE Simple Perceptrons ; SIX Multi-Layer Networks ; SEVEN Recurrent Networks ; EIGHT Unsupervised Hebbian Learning ; NINE Unsupervised Competitive Learning ; TEN Formal Statistical Mechanics of Neural Networks ; APPENDIX Statistical Mechanics

Note: Contents: Front Matter ; Introduction ; Reconstruction of Phase Space ; Choosing Time Delays ; Choosing the Dimension of Reconstructed Phase Space ; Invariants of the Motion ; Modeling Chaos ; Signal Separation ; Control and Chaos ; Synchronization of Chaotic Systems ; Other Example Systems ; Estimating in Chaos: Cramér-Rao Bounds ; Summary and Conclusions

Note: CONTENTS Preface List of Contributors Introduction 1. Predicting the Hydrological Effects of Climate Change / J.A.A. Jones Section I Sensitivity of the Global Hydrosphere Section Summary 2. An Introduction to Global Water Dynamics / I. Kayane 3. Modelling the Biospheric Aspects of the Hydrological Cycle: Upscaling Processes and Downscaling Weather Data / B. Bass, N. Akkur, J. Russo and J. Zack 4. Trends in Historical Steamflow Records / F.H.S. Chiew and T.A. McMahon Section II Regional Implications of Global Warming Section Summary 5. Hydrology of Northern North America under Global Warming / M.-K. Woo 6. Current Evidence on the Likely Impact of Global Warming on Hydrological Regimes in Europe / J.A.A. Jones 7. The Impact of Climatic Warming on Hydrological Regimes in China: An Overview / L. Changming and F. Guobin Section. Ill Precipitation Change and Variability Section Summary 8. The Influence of Topography, Season and Circulation on Spatial Patterns of Daily Precipitation / P.J. Robinson 9. Use of Artificial Neural Networks in Precipitation Forecasting / H.-T. Kung, L.Yu. Lin and S. Malasri 10. Generation of Sequences of Air Temperature and Precipitation for Estimation of the Hydrological Cycle in Changing Climatic Conditions in Poland / M. Gutry-Korycka and P. Werner 11. Some Aspects of Climatic Fluctuation at Four Stations on the Tibetan Plateau during the Last 40 Years / M. Yoshino 12. The Influences of the North Atlantic Oscillation, the El Niiio/Southern Oscillation and the Quasi-Biennial Oscillation on Winter Precipitation in Ireland / S. Daultrey Section IV Impacts on Snow, Ice and Meltwaters Section Summary 13. Runoff Formation and Discharge Modelling of a Glacierized Basin in the Tianshan Mountains / K. Ersi, S. Yafeng, A. Ohmura and H. Lang 14. Impact of Future Climate Change on Glacier Runoff and the Possibilities for Artificially Increasing Melt Water Runoff in the Aral Sea Basin / A.N. Krenke and G.N. Kravchenko 15. Glaciers and Snowcover in Central Asia as Indicators of Climate Change in the Earth-Ocean-Atmosphere System / V.B. Aizen and E.M. Aizen 16. Global Warming and the Trend toward Dryness in the Frigid High Mountains and Plateau of Western China / L.-S. Zhang Section V The Water Balance and Changing Regional Resources Section Summary 17. A Method to Assess the Effects of Climatic Warming on the Water Balance of Mountainous Regions / C. Liu and M.-K. Woo 18. Sensitivity Analyses for the Impact of Global Warming on Water Resources in Wales / C.P. Holt and J.A.A. Jones 19. Potential Hydrological Responses to Climate Change in Australia / F.H.S. Chiew, Q.J. Wang, T.A. McMahon, B.C. Bates and P.H. Whetton 20. Dynamics of Stage Fluctuation in Yangzhouyongcuo Lake, Tibetan Plateau / T. Liu 21. Derivation of Surface Temperature, Albedo, and Radiative Fluxes over the Tibetan Plateau Based on Satellite Measurement / L. Shi 22. Climatic Warming and its Impact on the Water Resources of the Yalong River, China / D. Yuren and H. Yuguang 23. The Probable Impact of Global Change on the Water Resources of Patagonia, Argentina / R.M. Quintela, O.E. Scarpati, L.B. Spescha and AD. Capriolo 24. Long Term Trends in the Water Balance of Central Japan / K. Mori Conclusions 25. The Impact of Global Warming on Regional Hydrology and Future Research Priorities / J.A.A. Jones Index

Note: CONTENTS: 1. Introduction. - 1.1 Scope of Aquatic Chemistry. - 1.2 The Solvent Water. - 1.3 Solute Species. - Suggested Readings. - Appendix 1.1: Some Useful Quantities, Units, Conversion Factors, Constants, and Relationships. - 2. Chemical Thermodynamics and Kinetics. - 2.1 Introduction. - 2.2 Chemical Thermodynamic Principles. - 2.3 Systems of Variable Composition: Chemical Thermodynamics. - 2.4 Gibbs Energy and Systems of Variable Chemical Composition. - 2.5 Chemical Potentials of Pure Phases and Solutions. - 2.6 Chemical Potentials of Aqueous Electrolytes. - 2.7 The Equilibrium Constant. - 2.8 The Gibbs Energy of a System. - 2.9 Driving Force for Chemical Reactions. - 2.10 Temperature and Pressure Effects on Equilibrium. - 2.11 Equilibrium Tools. - 2.12 Kinetics and Thermodynamics: Time and Reaction Advancement. - 2.13 Rate and Mechanism. - 2.14 Concentration Versus Time. - 2.15 Theory of Elementary Processes. - 2.16 Elementary Reactions and ACT. - 2.17 Equilibrium Versus Steady State in Flow Systems. - Suggested Readings. - Problems. - Answers to Problems. - 3. Acids and Bases. - 3.1 Introduction. - 3.2 The Nature of Acids and Bases. - 3.3 The Strength of an Acid or Base. - 3.4 Activity and pH Scales. - 3.5 Equilibrium Calculations. - 3.6 pH as a Master Variable; Equilibrium Calculations Using a Graphical Approach. - 3.7 Ionization Fractions of Acids, Bases, and Ampholytes. - 3.8 Titration of Acids and Bases. - 3.9 Buffer Intensity and Neutralizing Capacity. - 3.10 Organic Acids. - Suggested Readings. - Problems. - Answers to Problems. - 4. Dissolved Carbon Dioxide. - 4.1 Introduction. - 4.2 Dissolved Carbonate Equilibria (Closed System). - 4.3 Aqueous Carbonate System Open to the Atmosphere. - 4.4 Alkalinity and Acidity, Neutralizing Capacities. - 4.5 Alkalinity Changes. - 4.6 Analytical Considerations: Gran Plots. - 4.7 Equilibrium with Solid Carbonates. - 4.8 Kinetic Considerations. - 4.9 Carbon Isotopes and Isotope Fractionation. - Suggested Readings. - Problems. - Answers to Problems. - 5. Atmosphere-Water Interactions. - 5.1 Introduction. - 5.2 Anthropogenic Generation of Acidity in the Atmosphere. - 5.3 Gas-Water Partitioning: Henry's Law. - 5.4 Gas-Water Equilibria in Closed and Open Systems. - 5.5 Washout of Pollutants from the Atmosphere. - 5.6 Fog. - 5.7 Aerosols . - 5.8 Acid Rain - Acid Lakes. - 5.9 The Volatility of Organic Substances. - 5.10 Gas Transfer Across Water-Gas Interface. - Suggested Readings. - Problems. - Answers to Problems. - 6. Metal Ions in Aqueous Solution: Aspects of Coordination Chemistry. - 6.1 Introduction. - 6.2 Protons and Metal Ions. - 6.3 Hydrolysis of Metal Ions. - 6.4 Solubility and Hydrolysis: Solid Hydroxides and Metal Oxides. - 6.5 Chelates. - 6.6 Metal Ions and Ligands: Classification of Metals. - 6.7 Speciation in Fresh Waters. - 6.8 Seawater Speciation. - 6.9 Kinetics of Complex Formation. - Suggested Readings. - Problems. - Answers to Problems. - Appendix 6.1: Stability Constants. - Appendix 6.2: The Various Scales for Equilibrium Constants, Activity Coefficients, and pH. - 7. Precipitation and Dissolution. - 7.1 Introduction. - 7.2 The Solubility of Oxides and Hydroxides. - 7.3 Complex Formation and Solubility of (Hydr)oxides. - 7.4 Carbonates. - 7.5 The Stability of Hydroxides, Carbonates, and Hydroxide Carbonates. - 7.6 Sulfides and Phosphates. - 7.7 The Phase Rule: Components, Phases, and Degrees of Freedom. - 7.8 Solubility of Fine Particles. - 7.9 Solid Solutions. - Suggested Readings. - Problems. - Answers to Problems. - 8. Oxidation and Reduction; Equilibria and Microbial Mediation. - 8.1 Introduction. - 8.2 Redox Equilibria and the Electron Activity. - 8.3 The Electrode Potential: The Nernst Equation and the Electrochemical Cell. - 8.4 p[Epsilon]-pH, Potential-pH Diagrams. - 8.5 Redox Conditions in Natural Waters. - 8.6 Effect of Complex Formers on the Redox Potential. - 8.7 Measuring the Redox Potential in Natural Waters. - 8.8 The Potentiometric Determination of Individual Solutes. - Suggested Readings. - Problems. - Answers to Problems. - Appendix 8.1: Activity Ratio Diagrams for Redox Systems. - 9. The Solid-Solution Interface. - 9.1 Introduction. - 9.2 Adsorption. - 9.3 Adsorption Isotherms. - 9.4 Hydrous Oxide Surfaces; Reactions with H+, OH-, Metal Ions, and Ligands. - 9.5 Surface Charge and the Electric Double Layer. - 9.6 Correcting Surface Complex Formation Constants for Surface Charge. - 9.7 Sorption of Hydrophobic Substances on Organic Carbon-Bearing Particles. - 9.8 Ion Exchange. - 9.9 Transport of (Ad)sorbable Constituents in Groundwater and Soil Systems. - Suggested Readings. - Problems. - Appendix 9.1: The Gouy-Chapman Theory. - Appendix 9.2: Contact Angle, Adhesion and Cohesion, the Oil-Water Interface. - 10. Trace Metals: Cycling, Regulation, and Biological Role. - 10.1 Introduction: Global Cycling of Metals. - 10.2 Analytical Approaches to Chemical Speciation. - 10.3 Classification of Metal Ions and the Inorganic Chemistry of Life. - 10.4 Organometallic and Organometalloidal Compounds. - 10.5 Bioavailability and Toxicity. - 10.6 Metal Ions as Micronutrients. - 10.7 The Interaction of Trace Metals with Phytoplankton at the Molecular Level. - 10.8 Regulation of Trace Elements by the Solid-Water Interface in Surface Waters. - 10.9 Regulation of Dissolved Heavy Metals in Rivers, Lakes, and Oceans. - 10.10 Quality Criteria in Fresh Waters: Some Aspects. - Suggested Readings. - 11. Kinetics of Redox Processes. - 11 1 Introduction. - 11.2 How Good an Oxidant Is O2?. - 11.3 Can p[Epsilon] Be Defined for a Nonequilibrium System?. - 11.4 Kinetics of Redox Processes: Case Studies. - 11.5 Oxidants Used in Water and Waste Technology: A Few Case Studies. - 11.6 Linear Free Energy Relations (LFERs). - 11.7 The Marcus Theory of Outer-Sphere Electron Transfer: An Introduction. - 11.8 Nucleophile-Electrophile Interactions and Redox Reactions Involving Organic Substances. - 11.9 Corrosion of Metals as an Electrochemical Process. - Suggested Readings. - 12. Photochemical Processes. - 12.1 Introduction. - 12.2 Absorption of Light. - 12.3 Photoreactants. - 12.4 Photoredox Reactions: Photolysis of Transition Metal Complexes. - 12.5 Photochemical Reactions in Atmospheric Waters: Role of Dissolved Iron Species. - 12.6 Heterogeneous Photochemistry. - 12.7 Semiconducting Minerals. - Suggested Readings. - 13. Kinetics at the Solid-Water Interface: Adsorption, Dissolution of Minerals, Nucleation, and Crystal Growth. - 13.1 Introduction. - 13.2 Kinetics of Adsorption. - 13.3 Surface-Controlled Dissolution of Oxide Minerals: An Introduction to Weathering. - 13.4 Simple Rate Laws in Dissolution. - 13.5 Rates of CaCO3 Dissolution (and of CaCO3 Crystal Growth). - 13.6 Inhibition of Dissolution. - 13.7 Nucleation and Crystal Growth. - Suggested Readings. - 14. Particle-Particle Interaction: Colloids, Coagulation, and Filtration. - 14.1 Colloids. - 14.2 Particle Size Distribution. - 14.3 Surface Charge of Colloids. - 14.4 Colloid Stability: Qualitative Considerations. - 14.5 Effects of Surface Speciation on Colloid Stability. - 14.6 Some Water-Technological Considerations in Coagulation, Filtration, and Flotation. - 14.7 Filtration Compared with Coagulation. - 14.8 Transport in Aggregation and Deposition. - Suggested Readings. - Appendix 14.1: A Physical Model (DLVO) for Colloid Stability. - 15. Regulation of the Chemical Composition of Natural Waters. - 15.1 Introduction. - 15.2 Weathering and the Proton Balance. - 15.3 Isothermal Evaporation. - 15.4 Buffering. - 15.5 Interactions Between Organisms and Abiotic Environment: Redfield Stoichiometry. - 15.6 The Oceans: Relative Constancy of the Composition and Chemical Equilibria. - 15.7 Constancy of Composition: Steady State. - 15.8 Hydrothermal Vents. - 15.9 The Sediment-Water Interface. - 15.10 Biological Regulation of the Composition. - 15.11 Global Cycling: The Interdependence of Biogeochemical Cycles. - 15.12 The Carbon Cycle. - 15.13 Nitrogen Cycles:

Note: Contents: 1 The Biological Paradigm ; 2 Threshold Logic ; 3 Weighted Networks - The Perceptron ; 4 Perceptron Learning ; 5 Unsupervised Learning and Clustering Algorithms ; 6 One and Two Layered Networks ; 7 The Backpropagation Algorithm ; 8 Fast Learning Algorithms ; 9 Statistics and Neural Networks ; 10 The Complexity of Learning ; 11 Fuzzy Logic ; 12 Associative Networks ; 13 The Hopfield Model ; 14 Stochastic Networks ; 15 Kohonen Networks ; 16 Modular Neural Networks ; 17 Genetic Algorithms ; 18 Hardware for Neural Networks

Note: Contents: Preface ; Part 1: Fire environment ; 1 Wildland fire fundamentals ; 2 Fire behavior ; 3 Wildland fuels ; 4 Fire weather ; Part 2: Fire regime ; 5 Fire ecology ; 6 Fire and culture ; 7 Administration of fire regimes ; Part 3: Fire Management ; 8 Programs for fire management ; 9 Fire suppression ; 10 Prescribed fire ; Part 4: Global fire ; 11 Global fire ; Bibliography

Note: Contents: 1 The Oceans ; 2 Basic Equations ; 3 Boundary Conditions at the Air-Sea Interface ; 4 Geostrophic Flow ; 5 Planetary Boundary Layers ; 6 Barotropic Ocean Circulation ; 7 Baroclinic Oceanic Flows ; 8 General Circulation of a Baroclinic Ocean with Bottom Topography ; 9 Surface Gravity Waves ; 10 Inertial Motions ; 11 Astronomical Tides ; 12 Vorticity

Note: Contents: Introduction ; The Classical Maximum Entropy Formalism: A Review ; PURE INVERSE PROBLEMS ; Basic Maximum Entropy Principle: Formulation and Extensions ; Formulation and Solution of Pure Inverse Problems ; Generalized Pure Inverse Problems ; LINEAR INVERSE PROBLEMS WITH NOISE ; Generalized Maximum Entropy (GME) and Cross-Entropy (GCE) Formulations ; Finite Sample Extensions of GME-GCE ; GENERAL LINEAR MODEL APPLICATIONS OF GME-GCE ; GME-GCE Solutions to Ill-conditioned Problems ; General Linear Statistical Model with a Non-scalar Identity Covariance Matrix Statistical Model Selection ; A SYSTEM OF ECONOMIC STATISTICAL RELATIONS ; Sets of Linear Statistical Models ; Simultaneous Equations Statistical Model ; LINEAR AND NON-LINEAR DYNAMIC SYSTEMS ; Estimation and Inference of Dynamic Linear Inverse Problems ; Linear and Non-linear Dynamic Systems with Control ; DISCRETE CHOICE-CENSORED PROBLEMS ; Recovering Information from Multinomial Response Data ; Recovering Information from Censored Response Data ; COMPUTATIONAL NOTES ; Computing GME-GCE Solutions ; Epilogue

Note: pt. 1. Introduction. The need for better theories / Paul A. Sabatier ; The stages approach to the policy process: what has it done? where is it going? / Peter deLeon -- pt. 2. Alternative views of the role of rationality in the policy process. Institutional rational choice: an assessment of the institutional analysis and development framework / Elinor Ostrom ; Ambiguity, time, and multiple streams / Nikolaos Zahariadis -- pt. 3. Frameworks focusing on policy change over fairly long periods. Punctuated-equilibrium theory: explaining stability and change in American policymaking / James L. True, Bryan D. Jones, and Frank R. Baumgartner ; The advocacy coalition framework: an assessment / Paul A. Sabatier and Hank C. Jenkins-Smith -- pt. 4. Frameworks comparing policies across a large number of political systems. Innovation and diffusion models in policy research / Frances Stokes Berry and William D. Berry ; The policy process and large-N comparative studies / William Blomquist -- pt. 5. Conclusions. A comparison of frameworks, theories, and models of policy processes / Edella Schlager ; Fostering the development of policy theory / Paul A. Sabatier..

Note: Contents: Part I. Introduction to the Theory: 1. Generalising neoclassical economics: new tools and concepts ; 2. Property rights, agency and economic organisation ; 3. Explaining the rules ; Part II. Property Rights and Economic Outcomes: 4. The economics of exclusive rights ; 5. The ownership structure of firms and equilibrium outcomes ; Part III. Explaining Economic Organisation: 6. The contractual nature of the firm ; 7. The logic of economic organisation ; Part IV. Explaining Property Rights: 8. The emergence of property rights ; 9. property rights in stateless societies ; 10. The state in neoinstitutional economics.