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Quantitative Methods And Applications In Gis

Author: Fahui Wang
Publisher: CRC Press
ISBN: 142000428X
Size: 74.99 MB
Format: PDF, Docs
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Quantitative Methods and Applications in GIS integrates GIS, spatial analysis, and quantitative methods to address various issues in socioeconomic studies and public policy. Methods range from basic regression analysis to advanced topics such as linear programming and system of equations. Applications vary from typical themes in urban and regional analysis - trade area analysis, accessibility measures, analysis of regional growth patterns, land use simulation - to issues related to crime and health analyses. The book covers common tasks such as distance and travel time estimation, spatial smoothing and interpolation, and accessibility measures. It also covers the major issues that are encountered in spatial analysis including modifiable areal unit problems, rate estimate of rare events in small populations, and spatial autocorrelation. Each chapter has one subject theme, introduces the method (or a group of related methods) most relevant to the theme, and then uses case studies to implement the method in a GIS environment.

Quantitative Methods And Applications In Gis

Author: Fahui Wang
Publisher: CRC Press
ISBN: 9780849327957
Size: 62.11 MB
Format: PDF, ePub
View: 2674
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Quantitative Methods and Applications in GIS integrates GIS, spatial analysis, and quantitative methods to address various issues in socioeconomic studies and public policy. Methods range from basic regression analysis to advanced topics such as linear programming and system of equations. Applications vary from typical themes in urban and regional analysis - trade area analysis, accessibility measures, analysis of regional growth patterns, land use simulation - to issues related to crime and health analyses. The book covers common tasks such as distance and travel time estimation, spatial smoothing and interpolation, and accessibility measures. It also covers the major issues that are encountered in spatial analysis including modifiable areal unit problems, rate estimate of rare events in small populations, and spatial autocorrelation. Each chapter has one subject theme, introduces the method (or a group of related methods) most relevant to the theme, and then uses case studies to implement the method in a GIS environment.

Quantitative Methods And Applications In Gis

Author: Fahui Wang
Publisher: CRC Press
ISBN: 9781420004281
Size: 18.56 MB
Format: PDF, ePub
View: 5488
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Quantitative Methods and Applications in GIS integrates GIS, spatial analysis, and quantitative methods to address various issues in socioeconomic studies and public policy. Methods range from basic regression analysis to advanced topics such as linear programming and system of equations. Applications vary from typical themes in urban and regional analysis - trade area analysis, accessibility measures, analysis of regional growth patterns, land use simulation - to issues related to crime and health analyses. The book covers common tasks such as distance and travel time estimation, spatial smoothing and interpolation, and accessibility measures. It also covers the major issues that are encountered in spatial analysis including modifiable areal unit problems, rate estimate of rare events in small populations, and spatial autocorrelation. Each chapter has one subject theme, introduces the method (or a group of related methods) most relevant to the theme, and then uses case studies to implement the method in a GIS environment.

Quantitative Methods And Socio Economic Applications In Gis Second Edition

Author: Fahui Wang
Publisher: CRC Press
ISBN: 1466584734
Size: 58.77 MB
Format: PDF, ePub
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The second edition of a bestseller, Quantitative Methods and Socio-Economic Applications in GIS (previously titled Quantitative Methods and Applications in GIS) details applications of quantitative methods in social science, planning, and public policy with a focus on spatial perspectives. The book integrates GIS and quantitative (computational) methods and demonstrates them in various policy-relevant socio-economic applications with step-by-step instructions and datasets. The book demonstrates the diversity of issues where GIS can be used to enhance the studies related to socio-economic issues and public policy. See What’s New in the Second Edition: All project instructions are in ArcGIS 10.2 using geodatabase datasets New chapters on regionalization methods and Monte Carlo simulation Popular tasks automated as a convenient toolkit: Huff Model, 2SFCA accessibility measure, regionalization, Garin-Lowry model, and Monte Carlo based spatial simulation Advanced tasks now implemented in user-friendly programs or ArcGIS: centrality indices, wasteful commuting measure, p-median problem, and traffic simulation Each chapter has one subject theme and introduces the method (or a group of related methods) most relevant to the theme. While each method is illustrated in a special case of application, it can also be used to analyze different issues. For example, spatial regression is used to examine the relationship between job access and homicide patterns; systems of linear equations are analyzed to predict urban land use patterns; linear programming is introduced to solve the problem of wasteful commuting and allocate healthcare facilities; and Monte Carlo technique is illustrated in simulating urban traffic. The book illustrates the range of computational methods and covers common tasks and major issues encountered in a spatial environment. It provides a platform for learning technical skills and quantitative methods in the context of addressing real-world problems, giving you instant access to the tools to resolve major socio-economic issues.

Applied Gis And Spatial Analysis

Author: John Stillwell
Publisher: John Wiley & Sons
ISBN: 9780470844090
Size: 59.61 MB
Format: PDF
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The popularity of geography as an academic discipline is partly explained by its relevance to the real world. Spatial analysis uses geographic information and statistical methods for the study of specific applications, ranging from business location analysis to the measurement of inner city deprivation, and when used in conjunction with GIS, visual representations and "what if" scenarios can be created. An increasing number of public and private sector organisations now regard spatial analysis as a valuable problem-solving tool. "Applied GIS and Spatial Analysis" focuses on the use of quantitative methods and GIS in applied contexts, demonstrating the wide range of techniques that are used to deal with problems at different spatial scales. It provides readers with a range of global applications from local/national government and business, and is structured to convey the public-private focus of the material. Arranged in four main parts, "Applied GIS and Spatial Analysis" covers: Geobusiness, which considers applications in the private sector. Social Deprivation, a set of chapters commissioned by various local authorities helping to expose different aspects of social problems, especially deprivation and crime. Transport and Location, relating to transport networks and location problems. National Spatial Planning, which looks at large-scale national social and economic problems, largely funded by government departments. This book is unique as it concentrates on commercially-sponsored applications of GIS and quantitative geography research methodologies that are undertaken by professional quantitative geographers."" Internationally renowned editors and contributors from academic and business consultancies present spatial analysis techniques and the actual "process" of problem solving, to illustrate the applied nature of contemporary quantitative geography. A wealth of case studies enriches the chapters and exemplifies the practical application of GIS, statistical models, location-allocation models, and networks of flow models. "Applied Spatial Modelling and GIS" is essential reading for postgraduates and researchers of Quantitative Geography, GIS, Spatial Modelling and Retail Geography. It is also highly recommended for upper-level undergraduate and MSc students taking modules in GIS and Quantitative Geography, and will be a valuable source of reference for practitioners involved in the use of GIS for private and public sector planning.

Mapping Global Cities

Author: Ayse Pamuk
Publisher: Esri Press
ISBN: 9781589481435
Size: 66.71 MB
Format: PDF, ePub, Mobi
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Describes how GIS is used in urban planning and policymaking.

Gis And Archaeological Site Location Modeling

Author: Mark W. Mehrer
Publisher: CRC Press
ISBN: 0203563352
Size: 79.22 MB
Format: PDF, Kindle
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Although archaeologists are using GIS technology at an accelerating rate, publication of their work has not kept pace. A state-of-the-art exploration the subject, GIS and Archaeological Site Location Modeling pulls together discussions of theory and methodology, scale, data, quantitative methods, and cultural resource management and uses location models and case studies to illustrate these concepts. This book, written by a distinguished group of international authors, reassesses the practice of predictive modeling as it now exists and examines how it has become useful in new ways. A guide to spatial procedures used in archaeology, the book provides a comprehensive treatment of predictive modeling. It draws together theoretical models and case studies and explains how modeling may be applied to future projects. The book illustrates the various aspects of academic and practical applications of predictive modeling. It also discusses the need to assess the reliability of the results and the implications of reliability assessment on the further development of predictive models. Of the books available on GIS, some touch on archaeological applications but few cover the topic in such depth. Both up to date and containing case studies from a wide range of geographical locations including Europe, the USA, and Australia, this book sets a baseline for future developments.

Qualitative Gis

Author: Meghan Cope
Publisher: SAGE
ISBN: 1446244563
Size: 38.75 MB
Format: PDF, ePub, Mobi
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Geographic Information Systems are an essential tool for analyzing and representing quantitative spatial data. Qualitative GIS explains the recent integration of qualitative research with Geographical Information Systems With a detailed contextualising introduction, the text is organised in three sections: Representation: examines how researchers are using GIS to create new types of representations; working with spatial data, maps, and othervisualizations to incorporate multiple meanings and to provide texture and context. Analysis: discusses the new techniques of analysis that are emerging at the margins between qualitative research and GIS, this in the wider context of a critical review of mixed-methods in geographical research Theory: questions how knowledge is produced, showing how ideas of 'science' and 'truth' inform research, and demonstrates how qualitative GIS can be used to interrogate discussions of power, community, and social action Making reference to representation, analysis, and theory throughout, the text shows how to frame questions, collect data, analyze results, and represent findings in a truly integrated way. An important addition to the mixed methods literature, Qualitative GIS will be the standard reference for upper-level students and researchers using qualitative methods and Geographic Information Systems.