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  • Integrative Sensing Strategies for Disaster Management

    Series series Earth Observation
    Integrative Sensing Strategies for Disaster Management explores the synergy between airborne remote sensing and social data in addressing disaster management. The book provides a framework for leveraging diverse data sources to enhance response and resilience. Detailed chapters cover the fundamentals of remote sensing, data integration techniques, and ethical implications, showcasing practical ... Read more

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  • Spatial Data Analysis With R

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    Series series Advanced Quantitative Techniques in the Social Sciences
    This is an introduction for social science students to the growing field of spatial data analysis using the R platform. The text assumes no prior knowledge of either, beyond the contents of an introductory statistics course. It uses the open-source software R, and relevant spatial data analysis packages, to provide practical guidance of how to conduct spatial data analysis with readers′ own data ... Read more

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  • China’s Urban Agglomerations

    Series series Earth and Environmental Science (R0)
    The book combs through extensively 32,231 urban agglomeration related works during the past 120 years to explore a theoretically supported and practically based definition of urban agglomeration. Based on the definition, the authors explore intensively the fundamental characteristics, spatiotemporal differentiation properties, and existing issues for China’s sustainable urban agglomeration ... Read more

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  • China's Urban Pattern

    Series series Earth and Environmental Science (R0)
    The book embarks on the tasks to systematically analyze the macro background of the spatial patterns of China’s urban development, the theoretical foundations and framework, and its changing trajectory. From a quantitative perspective, we attempt to evaluate the rationale behind the spatial patterns of China’s urban development and systematically simulate the various scenarios. From the simulation ... Read more

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  • China’s New Urbanization

    Developmental Paths, Blueprints and Patterns

    Series series Earth and Environmental Science (R0)
    This book answers the call for New Urbanization, and proposes a “5+9+6” national spatial layout plan for the urbanization of the 770 major cities in China. This macro pattern is based on a few major metropolises at the center, and other cities supporting and benefitting from these metropolises to form a pyramid-like urban hierarchical system. The book also presents a comprehensive regionalization ... Read more

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    Series series Earth and Environmental Science (R0)
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  • Data Analysis and Data Mining

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    An introduction to statistical data mining, Data Analysis and Data Mining is both textbook and professional resource. Assuming only a basic knowledge of statistical reasoning, it presents core concepts in data mining and exploratory statistical models to students and professional statisticians-both those working in communications and those working in a technological or scientific capacity-who have ... Read more

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  • Introduction to Machine Learning, fourth edition

    Series series Adaptive Computation and Machine Learning series
    A substantially revised fourth edition of a comprehensive textbook, including new coverage of recent advances in deep learning and neural networks.The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Machine learning underlies such exciting new technologies as self-driving cars, speech recognition, and translation applications. This ... Read more

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  • Smart Cities

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