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An authoritative treatment of urban computing, offering an overview of the field, fundamental techniques, advanced models, and novel applications. Urban computing brings powerful computational techniques to bear on such urban challenges as pollution, energy consumption, and traffic congestion. Using today's large-scale computing infrastructure and data gathered from sensing technologies, urban computing combines computer science with urban planning, transportation, environmental science, sociology, and other areas of urban studies, tackling specific problems with concrete methodologies in a data-centric computing framework. This authoritative treatment of urban computing offers an overview of the field, fundamental techniques, advanced models, and novel applications. Each chapter acts as a tutorial that introduces readers to an important aspect of urban computing, with references to relevant research. The book outlines key concepts, sources of data, and typical applications; describes four paradigms of urban sensing in sensor-centric and human-centric categories; introduces data management for spatial and spatio-temporal data, from basic indexing and retrieval algorithms to cloud computing platforms; and covers beginning and advanced topics in mining knowledge from urban big data, beginning with fundamental data mining algorithms and progressing to advanced machine learning techniques. Urban Computing provides students, researchers, and application developers with an essential handbook to an evolving interdisciplinary field.
First published in 1994. This book comprises a second edition of Human Geography, behavioural approaches, first published in 1984. The first edition attempted to synthesize the massive volume of geographical literature to have appeared mainly since 1960 concerned with both how people come to know the environment in which they live and with the way in which such knowledge influences subsequent ‘spatial behaviour’. As with the first edition, the rationale for, advantages of, and shortcomings with behavioural approaches are explored at length in both substantive chapters and in a number of detailed examinations of particular aspects of life in advanced Western society.
The United States is among the wealthiest nations in the world, but it is far from the healthiest. Although life expectancy and survival rates in the United States have improved dramatically over the past century, Americans live shorter lives and experience more injuries and illnesses than people in other high-income countries. The U.S. health disadvantage cannot be attributed solely to the adverse health status of racial or ethnic minorities or poor people: even highly advantaged Americans are in worse health than their counterparts in other, "peer" countries. In light of the new and growing evidence about the U.S. health disadvantage, the National Institutes of Health asked the National Research Council (NRC) and the Institute of Medicine (IOM) to convene a panel of experts to study the issue. The Panel on Understanding Cross-National Health Differences Among High-Income Countries examined whether the U.S. health disadvantage exists across the life span, considered potential explanations, and assessed the larger implications of the findings. U.S. Health in International Perspective presents detailed evidence on the issue, explores the possible explanations for the shorter and less healthy lives of Americans than those of people in comparable countries, and recommends actions by both government and nongovernment agencies and organizations to address the U.S. health disadvantage.
This open access book is the first to systematically introduce the principles of urban informatics and its application to every aspect of the city that involves its functioning, control, management, and future planning. It introduces new models and tools being developed to understand and implement these technologies that enable cities to function more efficiently – to become ‘smart’ and ‘sustainable’. The smart city has quickly emerged as computers have become ever smaller to the point where they can be embedded into the very fabric of the city, as well as being central to new ways in which the population can communicate and act. When cities are wired in this way, they have the potential to become sentient and responsive, generating massive streams of ‘big’ data in real time as well as providing immense opportunities for extracting new forms of urban data through crowdsourcing. This book offers a comprehensive review of the methods that form the core of urban informatics from various kinds of urban remote sensing to new approaches to machine learning and statistical modelling. It provides a detailed technical introduction to the wide array of tools information scientists need to develop the key urban analytics that are fundamental to learning about the smart city, and it outlines ways in which these tools can be used to inform design and policy so that cities can become more efficient with a greater concern for environment and equity.
This book seeks to bring together different philosophical, theoretical, and methodological approaches to the study of human mobility within the discipline of geography. With five thematic sections – conceptualizing and analyzing mobility, inequalities of mobility, politics of mobility, decentering mobility, and qualifying abstraction – and 27 substantive chapters by leading researchers in the field, it provides a comprehensive overview of the latest thinking about human mobility and related issues. The contributors discuss mobility issues as diverse as everyday mobilities of young people, migrants and refugees, and sex workers; the relationships between citizenship and mobility; and the potential and pitfalls of big data for understanding mobility. This, coupled with a broad international focus, means that Geographies of Mobility will not only encourage and enrich dialogue on a theme that is of major importance to varied geographic research communities, but will also be of great interest to students and researchers across the wider social sciences. This book was originally published as a special issue of Annals of the American Association of Geographers.
The quality of the environment in which people live, work, and play influences to no small degree the quality of life itself. The environment can be satisfying and attractive and provide scope for individual development or it can be poisonous, irritating and stunting. The papers in this volume, first published in 1969, are concerned with the urban environment – in which the majority of Americans live – or, more accurately, with the environment of urbanites, for the concern extends to outlying areas where urban dwellers visit and play. The chapters aim to provide a better understanding of the natural resource elements in the urban environment, and will be of interest to students of environmental studies and human geography.
Professor Bird presents a synthesis of the many approaches to the study of a central featuer of modern life - the city, including its distant past and its future. He sees centrality as a mental projection on to space, and discusses the concept in relation to three types of its manifestation in spatial terms: the city as centre of a tributary region; the centres and central areas of cities themselves; and the city considered as a centre or gateway for other distant regions, often overseas. This book should do much to unravel the funamental similarities between cities of the world while recognizing the myriad variations upon a common theme. This book was first published in 1977.