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Author: Jean-Claude Thill
Publisher: Springer
Published: 2017-07-28
Total Pages: 407
ISBN-13: 3319595113
DOWNLOAD EBOOKThe contributed volume collects cutting-edge research in GeoComputational Analysis of Regional Systems. The contributions emphasize methodological innovations or substantive breakthroughs on many facets of the socio-economic and environmental reality of regional contexts.
Author: Jean-Claude Thill
Publisher: Springer
Published: 2017-11-30
Total Pages: 383
ISBN-13: 364237896X
DOWNLOAD EBOOKThis contributed volume collects cutting-edge research in Geographic Information Science & Technologies, Location Modeling, and Spatial Analysis of Urban and Regional Systems. The contributions emphasize methodological innovations or substantive breakthroughs on many facets of the socio-economic and environmental reality of urban and regional contexts.
Author: Manfred M. Fischer
Publisher: Springer Science & Business Media
Published: 2006-11-22
Total Pages: 332
ISBN-13: 3540357300
DOWNLOAD EBOOKThis volume contains selected essays of Manfred M. Fischer in the field of spatial analysis from the perspective of GeoComputation. The volume is structured in four parts, from broad issues in spatial analysis and the role of GIS to computational intelligence technologies such as neural networks. The third part provides the theoretical framework required for adaptive pattern classifiers in remote sensing environments. The final section outlines the latest in neural spatial interaction modeling.
Author: Chris Brunsdon
Publisher: SAGE
Published: 2015-01-22
Total Pages: 612
ISBN-13: 147390630X
DOWNLOAD EBOOKGeocomputation is the use of software and computing power to solve complex spatial problems. It is gaining increasing importance in the era of the ‘big data’ revolution, of ‘smart cities’, of crowdsourced data, and of associated applications for viewing and managing data geographically - like Google Maps. This student focused book: Provides a selection of practical examples of geocomputational techniques and ‘hot topics’ written by world leading practitioners. Integrates supporting materials in each chapter, such as code and data, enabling readers to work through the examples themselves. Chapters provide highly applied and practical discussions of: Visualisation and exploratory spatial data analysis Space time modelling Spatial algorithms Spatial regression and statistics Enabling interactions through the use of neogeography All chapters are uniform in design and each includes an introduction, case studies, conclusions - drawing together the generalities of the introduction and specific findings from the case study application – and guidance for further reading. This accessible text has been specifically designed for those readers who are new to Geocomputation as an area of research, showing how complex real-world problems can be solved through the integration of technology, data, and geocomputational methods. This is the applied primer for Geocomputation in the social sciences.
Author: Soushi Suzuki
Publisher: Springer Nature
Published: 2021-01-19
Total Pages: 434
ISBN-13: 9813340983
DOWNLOAD EBOOKThis book celebrates the life and work of Peter Nijkamp, whose research provides a strong focus on regional science. His work follows a rigorous, comprehensive approach, centred around analytical modelling and methodological innovation. This edited volume, like Prof Nijkamp’s research, covers a wide range of topics in regional science, analysed through multi-criteria evaluation, evaluation modelling, econometrics, and simulations, among other methods. These tools are applied to the analysis of society and culture, tourism and information, cities, environment and sustainability. Professor Nijkamp is one of the founders and the past president of the Regional Science Association International. His work forms a valuable reference for researchers, scholars, policymakers, and students in the field of regional science and other disciplines. This volume, timed to coincide with his 75th birthday, celebrates Prof Nijkamp’s great contributions to regional science. He also promoted and participated in the education and development of young researchers not only in regional science but also in other fields, supervising many Ph.D. students and hosting even more as guests in Amsterdam. Contributors to this volume include Prof Nijkamp’s former doctoral students and guest researchers, as well as associates and colleagues.
Author: Robin Lovelace
Publisher: CRC Press
Published: 2019-03-22
Total Pages: 354
ISBN-13: 1351396900
DOWNLOAD EBOOKGeocomputation with R is for people who want to analyze, visualize and model geographic data with open source software. It is based on R, a statistical programming language that has powerful data processing, visualization, and geospatial capabilities. The book equips you with the knowledge and skills to tackle a wide range of issues manifested in geographic data, including those with scientific, societal, and environmental implications. This book will interest people from many backgrounds, especially Geographic Information Systems (GIS) users interested in applying their domain-specific knowledge in a powerful open source language for data science, and R users interested in extending their skills to handle spatial data. The book is divided into three parts: (I) Foundations, aimed at getting you up-to-speed with geographic data in R, (II) extensions, which covers advanced techniques, and (III) applications to real-world problems. The chapters cover progressively more advanced topics, with early chapters providing strong foundations on which the later chapters build. Part I describes the nature of spatial datasets in R and methods for manipulating them. It also covers geographic data import/export and transforming coordinate reference systems. Part II represents methods that build on these foundations. It covers advanced map making (including web mapping), "bridges" to GIS, sharing reproducible code, and how to do cross-validation in the presence of spatial autocorrelation. Part III applies the knowledge gained to tackle real-world problems, including representing and modeling transport systems, finding optimal locations for stores or services, and ecological modeling. Exercises at the end of each chapter give you the skills needed to tackle a range of geospatial problems. Solutions for each chapter and supplementary materials providing extended examples are available at https://geocompr.github.io/geocompkg/articles/.
Author: Yuji Murayama
Publisher: Springer Science & Business Media
Published: 2011-02-26
Total Pages: 301
ISBN-13: 9400706715
DOWNLOAD EBOOKCurrently, spatial analysis is becoming more important than ever because enormous volumes of spatial data are available from different sources, such as GPS, Remote Sensing, and others. This book deals with spatial analysis and modelling. It provides a comprehensive discussion of spatial analysis, methods, and approaches related to human settlements and associated environment. Key contributions with empirical case studies from Iran, Philippines, Vietnam, Thailand, Nepal, and Japan that apply spatial analysis including autocorrelation, fuzzy, voronoi, cellular automata, analytic hierarchy process, artificial neural network, spatial metrics, spatial statistics, regression, and remote sensing mapping techniques are compiled comprehensively. The core value of this book is a wide variety of results with state of the art discussion including empirical case studies. It provides a milestone reference to students, researchers, planners, and other practitioners dealing the spatial problems on urban and regional issues. We are pleased to announce that this book has been presented with the 2011 publishing award from the GIS Association of Japan. We would like to congratulate the authors!
Author: Cecilie Friis
Publisher: Springer
Published: 2019-03-21
Total Pages: 416
ISBN-13: 3030111059
DOWNLOAD EBOOKThis book presents a comprehensive exploration of the emerging concept and framework of telecoupling and how it can help create a better understanding of land-use change in a globalised world. Land-use change is increasingly characterised by a spatial disconnect between its main environmental, socioeconomic and political drivers and the main impacts and outcomes of those changes. The authors examine how this separation of the production and consumption of land-based resources is driven by population growth, urbanisation, climate change, and biodiversity and carbon conservation efforts. Identifying and fostering more sustainable, just and equitable modes of land use and intervening in unsustainable ones thus constitute substantial, almost overwhelming challenges for science and policy. This book brings together leading scholars on land-use change and sustainability to systematically discuss the relevance of telecoupling research in addressing these challenges. The book presents an overview of the telecoupling approach, reflects on a number of the most pressing issues surrounding land-use change today and discusses the agenda for advancing understanding on sustainable land-use change through interdisciplinary and transdisciplinary research.
Author: Andrew Crooks
Publisher: SAGE
Published: 2018-12-13
Total Pages: 458
ISBN-13: 1526454181
DOWNLOAD EBOOKThis is the era of Big Data and computational social science. It is an era that requires tools which can do more than visualise data but also model the complex relation between data and human action, and interaction. Agent-Based Models (ABM) - computational models which simulate human action and interaction – do just that. This textbook explains how to design and build ABM and how to link the models to Geographical Information Systems. It guides you from the basics through to constructing more complex models which work with data and human behaviour in a spatial context. All of the fundamental concepts are explained and related to practical examples to facilitate learning (with models developed in NetLogo with all code examples available on the accompanying website). You will be able to use these models to develop your own applications and link, where appropriate, to Geographical Information Systems. All of the key ideas and methods are explained in detail: geographical modelling; an introduction to ABM; the fundamentals of Geographical Information Science; why ABM and GIS; using QGIS; designing and building an ABM; calibration and validation; modelling human behavior. An applied primer, that provides fundamental knowledge and practical skills, it will provide you with the skills to build and run your own models, and to begin your own research projects.
Author: Eric Vaz
Publisher: Springer Nature
Published: 2020-03-16
Total Pages: 251
ISBN-13: 3030364798
DOWNLOAD EBOOKRegional Intelligence is an emerging field that leverages the lessons learned through decades of regional science. By merging spatial analysis with quantitative analytical techniques in the Anthropocene, this book contributes to the multidisciplinary understanding of regional issues. The locational aspects of regional paradigms are explored through various empirical studies that promote a rich and diversified understanding of regional issues concerning policy, governance, land use, and territorial decisions. Given its scope, the book will appeal to scholars and students of regional and spatial sciences and geography, as well as practitioners and decision makers engaged in regional planning and policymaking, looking for new methodological approaches that offer insights into sustainable development, regional prosperity, and livability. As a unique contribution, this book challenges the status quo on how complex spatial problems at an international level and at multiple scales can be comprehended.
