Geographical Data Science and Spatial Data Analysis

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Author :
Publisher : SAGE
ISBN 13 : 1526485435
Total Pages : 460 pages
Book Rating : 4.5/5 (264 download)

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Book Synopsis Geographical Data Science and Spatial Data Analysis by : Lex Comber

Download or read book Geographical Data Science and Spatial Data Analysis written by Lex Comber and published by SAGE. This book was released on 2020-12-02 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are in an age of big data where all of our everyday interactions and transactions generate data. Much of this data is spatial – it is collected some-where – and identifying analytical insight from trends and patterns in these increasing rich digital footprints presents a number of challenges. Whilst other books describe different flavours of Data Analytics in R and other programming languages, there are none that consider Spatial Data (i.e. the location attached to data), or that consider issues of inference, linking Big Data, Geography, GIS, Mapping and Spatial Analytics. This is a ‘learning by doing’ textbook, building on the previous book by the same authors, An Introduction to R for Spatial Analysis and Mapping. It details the theoretical issues in analyses of Big Spatial Data and developing practical skills in the reader for addressing these with confidence.

Geographical Data Acquisition

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Publisher : Springer Science & Business Media
ISBN 13 : 3709161835
Total Pages : 257 pages
Book Rating : 4.7/5 (91 download)

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Book Synopsis Geographical Data Acquisition by : Yong-Qi Chen

Download or read book Geographical Data Acquisition written by Yong-Qi Chen and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the theory and methodology of geographical data acquisition, providing comprehensive coverage ranging from the definition of geo-referencing systems and transformation between these systems to the acquisition of geographical data using different methods. The material provides readers with a good understanding of the nature of spatial data, the accuracy of spatial data, and the theory behind various data acquisition methodologies.

Geographical Data

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Publisher : John Wiley & Sons
ISBN 13 : 9780471970859
Total Pages : 294 pages
Book Rating : 4.9/5 (78 download)

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Book Synopsis Geographical Data by : Nigel Walford

Download or read book Geographical Data written by Nigel Walford and published by John Wiley & Sons. This book was released on 2002-03-22 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a comprehensive overview of the characteristics relatingto remote sensing, cartography, censuses/surveys andadministrative/statutory. Presents up-to-date information in thisremarkable growth area, with clear explanations of the problems andpitfalls as well as the potentiality of analysing geographicaldata. An ideal book for both those already confident with GIS technology,and the novice user. * Covers spatial and thematic worldwide geographical data * Exemplifies the problems and pitfalls of using geographical data * Provides introductory details of GIS without the need for aseparate text * Refers to the latest internet sources * Covers geographical data relating to the environmental and humandomains * Focuses on digital geographical data

Geocomputation with R

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Publisher : CRC Press
ISBN 13 : 1351396900
Total Pages : 354 pages
Book Rating : 4.3/5 (513 download)

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Book Synopsis Geocomputation with R by : Robin Lovelace

Download or read book Geocomputation with R written by Robin Lovelace and published by CRC Press. This book was released on 2019-03-22 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geocomputation 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/.

Principles of Geographical Information Systems

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Publisher : Oxford University Press, USA
ISBN 13 : 0198742843
Total Pages : 347 pages
Book Rating : 4.1/5 (987 download)

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Book Synopsis Principles of Geographical Information Systems by : Peter A. Burrough

Download or read book Principles of Geographical Information Systems written by Peter A. Burrough and published by Oxford University Press, USA. This book was released on 2015 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fuzzy logic and continuous classification methods are presented as methods for linking the two spatial paradigms.

Comprehensive Geographic Information Systems

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Publisher : Elsevier
ISBN 13 : 0128047933
Total Pages : 1488 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Comprehensive Geographic Information Systems by :

Download or read book Comprehensive Geographic Information Systems written by and published by Elsevier. This book was released on 2017-07-21 with total page 1488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geographical Information Systems, Three Volume Set is a computer system used to capture, store, analyze and display information related to positions on the Earth’s surface. It has the ability to show multiple types of information on multiple geographical locations in a single map, enabling users to assess patterns and relationships between different information points, a crucial component for multiple aspects of modern life and industry. This 3-volumes reference provides an up-to date account of this growing discipline through in-depth reviews authored by leading experts in the field. VOLUME EDITORS Thomas J. Cova The University of Utah, Salt Lake City, UT, United States Ming-Hsiang Tsou San Diego State University, San Diego, CA, United States Georg Bareth University of Cologne, Cologne, Germany Chunqiao Song University of California, Los Angeles, CA, United States Yan Song University of North Carolina at Chapel Hill, Chapel Hill, NC, United States Kai Cao National University of Singapore, Singapore Elisabete A. Silva University of Cambridge, Cambridge, United Kingdom Covers a rapidly expanding discipline, providing readers with a detailed overview of all aspects of geographic information systems, principles and applications Emphasizes the practical, socioeconomic applications of GIS Provides readers with a reliable, one-stop comprehensive guide, saving them time in searching for the information they need from different sources

Geographic Information Analysis

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Publisher :
ISBN 13 :
Total Pages : 440 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Geographic Information Analysis by : David O'Sullivan

Download or read book Geographic Information Analysis written by David O'Sullivan and published by . This book was released on 2010-03-29 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geographic Information Analysis provides up-to-date coverage of the foundations of spatial data analysis through visualization and maps. This book covers key spatial concepts, including point pattern, line objects and networks, area objects, and continuous fields, as well as such new subjects as local statistics. With crucial methods for analyzing geographical information, this is an essential reference for professionals as well as a useful text for the classroom.

Geographical Information Systems

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Publisher : Food & Agriculture Org.
ISBN 13 : 9789251038291
Total Pages : 368 pages
Book Rating : 4.0/5 (382 download)

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Book Synopsis Geographical Information Systems by : Geoffery J. Meaden

Download or read book Geographical Information Systems written by Geoffery J. Meaden and published by Food & Agriculture Org.. This book was released on 1996 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: The late 20th century has witnessed increasing crises in the world's marine fisheries. A causal analysis of these reveals that a common element are various manifestations of spatial inequity. This most frequently includes the inequity of access rights to the resource, but factors such as variations in resource depletion, spatio-temporal variations in stock recruitment, the imposition of regulatory zoning, destruction of marine ecosystems and the siting of mariculture facilities are other examples. To resolve some of these problems, management practices must be improved. As has been shown in other fields where spatially related problems occur, there is now a promising tool, Geographical Information Systems (GIS), which, combined with other analytical tools and models, could allow for improved spatial management. GIS are basically integrated computer based systems which allow for the input of digital geo-referenced data to produce maps plus other textual, graphical and tabular output. The essential usefulness of GIS however, lies in its ability to manipulate data in a large number of ways and to perform various analytical functions so as to produce output which makes for more efficient decision making.As with many computer based systems, the key to GIS success lies in the acquisition of suitable data. The various means by which both primary and secondary data can be located, gathered, accessed and stored are described.

Statistical Analysis of Geographical Data

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Publisher : John Wiley & Sons
ISBN 13 : 1118525140
Total Pages : 252 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Statistical Analysis of Geographical Data by : Simon James Dadson

Download or read book Statistical Analysis of Geographical Data written by Simon James Dadson and published by John Wiley & Sons. This book was released on 2017-03-08 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistics Analysis of Geographical Data: An Introduction provides a comprehensive and accessible introduction to the theory and practice of statistical analysis in geography. It covers a wide range of topics including graphical and numerical description of datasets, probability, calculation of confidence intervals, hypothesis testing, collection and analysis of data using analysis of variance and linear regression. Taking a clear and logical approach, this book examines real problems with real data from the geographical literature in order to illustrate the important role that statistics play in geographical investigations. Presented in a clear and accessible manner the book includes recent, relevant examples, designed to enhance the reader’s understanding.

Applied Spatial Data Analysis with R

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Publisher : Springer Science & Business Media
ISBN 13 : 1461476186
Total Pages : 414 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Applied Spatial Data Analysis with R by : Roger S. Bivand

Download or read book Applied Spatial Data Analysis with R written by Roger S. Bivand and published by Springer Science & Business Media. This book was released on 2013-06-21 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied Spatial Data Analysis with R, second edition, is divided into two basic parts, the first presenting R packages, functions, classes and methods for handling spatial data. This part is of interest to users who need to access and visualise spatial data. Data import and export for many file formats for spatial data are covered in detail, as is the interface between R and the open source GRASS GIS and the handling of spatio-temporal data. The second part showcases more specialised kinds of spatial data analysis, including spatial point pattern analysis, interpolation and geostatistics, areal data analysis and disease mapping. The coverage of methods of spatial data analysis ranges from standard techniques to new developments, and the examples used are largely taken from the spatial statistics literature. All the examples can be run using R contributed packages available from the CRAN website, with code and additional data sets from the book's own website. Compared to the first edition, the second edition covers the more systematic approach towards handling spatial data in R, as well as a number of important and widely used CRAN packages that have appeared since the first edition. This book will be of interest to researchers who intend to use R to handle, visualise, and analyse spatial data. It will also be of interest to spatial data analysts who do not use R, but who are interested in practical aspects of implementing software for spatial data analysis. It is a suitable companion book for introductory spatial statistics courses and for applied methods courses in a wide range of subjects using spatial data, including human and physical geography, geographical information science and geoinformatics, the environmental sciences, ecology, public health and disease control, economics, public administration and political science. The book has a website where complete code examples, data sets, and other support material may be found: http://www.asdar-book.org. The authors have taken part in writing and maintaining software for spatial data handling and analysis with R in concert since 2003.

Geographical Information Systems in Archaeology

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Publisher : Cambridge University Press
ISBN 13 : 0521793300
Total Pages : 289 pages
Book Rating : 4.5/5 (217 download)

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Book Synopsis Geographical Information Systems in Archaeology by : James Conolly

Download or read book Geographical Information Systems in Archaeology written by James Conolly and published by Cambridge University Press. This book was released on 2006-05-04 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geographical Information Systems has moved from the domain of the computer specialist into the wider archaeological community, providing it with an exciting new research method. This clearly written but rigorous book provides a comprehensive guide to that use. Topics covered include: the theoretical context and the basics of GIS; data acquisition including database design; interpolation of elevation models; exploratory data analysis including spatial queries; statistical spatial analysis; map algebra; spatial operations including the calculation of slope and aspect, filtering and erosion modeling; methods for analysing regions; visibility analysis; network analysis including hydrological modeling; the production of high quality output for paper and electronic publication; and the use and production of metadata. Offering an extensive range of archaeological examples, it is an invaluable source of practical information for all archaeologists, whether engaged in cultural resource management or academic research. This is essential reading for both the novice and the advanced user.

Geographic Data Mining and Knowledge Discovery

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Publisher : CRC Press
ISBN 13 :
Total Pages : 408 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Geographic Data Mining and Knowledge Discovery by : Harvey J. Miller

Download or read book Geographic Data Mining and Knowledge Discovery written by Harvey J. Miller and published by CRC Press. This book was released on 2001-10-11 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in automated data collection are creating massive databases and a whole new field, Knowledge Discovery Databases (KDD), has emerged to develop new methods of managing and exploiting them. Geographic Data Mining and Knowledge Discovery is the interrogation of large databases using efficient computational methods. The unique challenges brought about by the storing of massive geographical databases - from high resolution satellite-based systems to data from intelligent transportation systems, for example - has led to the field of Geographical Knowledge Discovery (GKD). Geographic or spatial data mining is the exploration of these geographical information databases. Developed out of contributions to the highly-respected Varenius Project in 1999, this collection will be the definitive volume focusing on GKD and addresses the special challenges to be found in knowledge discovery and data mining from geographic databases.

Geographic Information Systems Demystified

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Publisher : Artech House Publishers
ISBN 13 :
Total Pages : 320 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Geographic Information Systems Demystified by : Stephen R. Galati

Download or read book Geographic Information Systems Demystified written by Stephen R. Galati and published by Artech House Publishers. This book was released on 2006 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geographic information systems (GIS)--a central repository of geographic data collected from various sources, including satellites and GPS--is emerging as one of the most intriguing and promising high-tech fields. This easy-to-understand resource provides technical and nontechnical professionals, regardless of their background, with an accessible and practical guide to important GIS know-how.

Geographic Data and the Law

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Publisher : Leuven University Press
ISBN 13 : 9058679241
Total Pages : 209 pages
Book Rating : 4.0/5 (586 download)

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Book Synopsis Geographic Data and the Law by : Katleen Janssen

Download or read book Geographic Data and the Law written by Katleen Janssen and published by Leuven University Press. This book was released on 2012 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding the legal challenges relating to spatial data information (SDI).

Geographic Health Data

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Publisher : CABI
ISBN 13 : 1780640897
Total Pages : 229 pages
Book Rating : 4.7/5 (86 download)

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Book Synopsis Geographic Health Data by : Francis P. Boscoe

Download or read book Geographic Health Data written by Francis P. Boscoe and published by CABI. This book was released on 2013-09-23 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focussing on proven techniques for most real-world data sets, this book presents an overview of the analysis of health data involving a geographic component, in a way that is accessible to any health scientist or student comfortable with large data sets and basic statistics, but not necessarily with any specialized training in geographic information systems (GIS). Providing clear, straightforward explanations with worldwide examples and solutions, the book describes applications of GIS in disaster response.

Geographical Information Systems and Spatial Optimization

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Publisher : CRC Press
ISBN 13 : 1466577487
Total Pages : 174 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Geographical Information Systems and Spatial Optimization by : Sami Faiz

Download or read book Geographical Information Systems and Spatial Optimization written by Sami Faiz and published by CRC Press. This book was released on 2012-11-28 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with the basic concepts of GIS and optimization. It provides an overview of various integration protocols that are termed GIS-O integration strategies applied to practical applications. It also develops an integration approach for the vehicle routing problem with resource and distance requirements and approves it with numerical resu

Geographic Information

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Publisher : CRC Press
ISBN 13 : 1420005170
Total Pages : 248 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Geographic Information by : Roger A. Longhorn

Download or read book Geographic Information written by Roger A. Longhorn and published by CRC Press. This book was released on 2007-12-17 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bringing producer and consumer debates together, Geographic Information: Value, Pricing, Production, and Consumption provides a coherent perspective on what have become emotional and territorial issues of IPR protection and liberation. This book addresses a range of issues relating to GI, from its definition, purpose, and use to how GI affects indi