Parallel Processing Algorithms For GIS
Parallel Processing Algorithms For GIS

Author: Richard Healey

Publisher: CRC Press

Published: 2020-11-25

Total Pages: 479

ISBN-13: 1000124053

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Over the last fifteen years GIS has become a fully-fledged technology, deployed across a range of application areas. However, although computer advances in performance appear to continue unhindered, data volumes and the growing sophistication of analysis procedures mean that performance will increasingly become a serious concern in GIS. Parallel computing offers a potential solution. However, traditional algorithms may not run effectively in a parallel environment, so utilization of parallel technology is not entirely straightforward. This groundbreaking book examines some of the current strategies facing scientists and engineers at this crucial interface of parallel computing and GIS.; The book begins with an introduction to the concepts, terminology and techniques of parallel processing, with particular reference to GIS. High level programming paradigms and software engineering issues underlying parallel software developments are considered and emphasis is given to designing modular reusable software libraries. The book continues with problems in designing parallel software for GIS applications, potential vector and raster data structures and details the algorithmic design for some major GIS operations. An implementation case study is included, based around a raster generalization problem, which illustrates some of the principles involved. Subsequent chapters review progress in parallel database technology in a GIS environment and the use of parallel techniques in various application areas, dealing with both algorithmic and implementation issues.; "Parallel Processing Algorithms for GIS" should be a useful text for a new generation of GIS professionals whose principal concern is the challenge of embracing major computer performance enhancements via parallel computing. Similarly, it should be an important volume for parallel computing professionals who are increasingly aware that GIS offers a major application domain for their technology.

Advances in Web-based GIS, Mapping Services and Applications
Advances in Web-based GIS, Mapping Services and Applications

Author: Songnian Li

Publisher: CRC Press

Published: 2011-05-09

Total Pages: 398

ISBN-13: 1000006808

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Advances in Web-based GIS, Mapping Services and Applications is published as part of ISPRS WG IV/5 effort, and aims at presenting (1) Recent technological advancements, e.g., new developments under Web 2.0, map mashups, neogeography and the like; (2) Balanced theoretical discussions and technical implementations; (3) Commentary on the current stage

Parallel Computing: Advances And Current Issues, Proceedings Of The International Conference Parco2001
Parallel Computing: Advances And Current Issues, Proceedings Of The International Conference Parco2001

Author: Gerhard R Joubert

Publisher: World Scientific

Published: 2002-07-30

Total Pages: 561

ISBN-13: 1783261285

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The near future will see the increased use of parallel computing technologies at all levels of mainstream computing. Computer hardware increasingly employs parallel techniques to improve computing power for the solution of large scale and computer intensive applications. Cluster and grid technologies make possible high speed computing facilities at vastly reduced costs.These developments can be expected to result in the extended use of all types of parallel computers in virtually all areas of human endeavour. Computer intensive problems in emerging areas such as financial modelling, data mining and multimedia systems, in addition to traditional application areas of parallel computing such as scientific computing and simulation, will lead to further progress. Parallel computing as a field of scientific research and development has already become one of the fundamental computing technologies.This book gives an overview of new developments in parallel computing at the start of the 21st century, as well as a perspective on future developments.

Innovations in GIS 6
Innovations in GIS 6

Author: Bruce Gittings

Publisher: CRC Press

Published: 1999-10-01

Total Pages: 299

ISBN-13: 0203212290

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Integrating Information with GI Technology examines the components necessary for building infrastructure to support the panoly of Geographic Information (GI) research and services. These include novel approaches to two- and three-dimensional spatial analysis and spatio-temporal modelling. The book establishes the case for the Web as the technological backbone of internet and intranet environments, whilst recognising the importance of efficient implementation and the need for high-performance computing to deliver services and share data in an effective manner. This book represents a change in the direction of the Innovation series by focusing on the most innovative current research and professionals in the expanding market for GI services should find this an invaluable resource.

Geographic Data Mining and Knowledge Discovery
Geographic Data Mining and Knowledge Discovery

Author: Harvey J. Miller

Publisher: CRC Press

Published: 2009-05-27

Total Pages: 486

ISBN-13: 1420073982

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The Definitive Volume on Cutting-Edge Exploratory Analysis of Massive Spatial and Spatiotemporal DatabasesSince the publication of the first edition of Geographic Data Mining and Knowledge Discovery, new techniques for geographic data warehousing (GDW), spatial data mining, and geovisualization (GVis) have been developed. In addition, there has bee

Geography in America at the Dawn of the 21st Century
Geography in America at the Dawn of the 21st Century

Author: Gary L. Gaile

Publisher:

Published: 2005

Total Pages: 854

ISBN-13: 9780199295869

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Geography in America at the Dawn of the 21st Century surveys American geographers' current research in their specialty areas and tracks trends and innovations in the many subfields of geography. As such, it is both a 'state of the discipline' assessment and a topical reference. It includes an introduction by the editors and 47 chapters, each on a specific specialty. The authors of each chapter were chosen by their specialty group of the American Association of Geographers (AAG). Based on a process of review and revision, the chapters in this volume have become truly representative of the recent scholarship of American geographers. While it focuses on work since 1990, it additionally includes related prior work and work by non-American geographers. The initial Geography in America was published in 1989 and has become a benchmark reference of American geographical research during the 1980s. This latest volume is completely new and features a preface written by the eminent geographer, Gilbert White.

Geographic Information Systems for Transportation
Geographic Information Systems for Transportation

Author: Harvey J. Miller

Publisher: Oxford University Press, USA

Published: 2001

Total Pages: 474

ISBN-13: 9780195123944

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GIS data and tools are revolutionizing transportation research and decision making, allowing transportation analysts and professionals to understand and solve complex transportation problems that were previously impossible. Here, Miller and Shaw present a comprehensive discussion of fundamental geographic science and the applications of these principles using GIS and other software tools. By providing thorough and accessible discussions of transportation analysis within a GIS environment, this volume fills a critical niche in GIS-T and GIS literature.

High Performance Computing and the Art of Parallel Programming
High Performance Computing and the Art of Parallel Programming

Author: Stan Openshaw

Publisher: Routledge

Published: 2005-09-19

Total Pages: 304

ISBN-13: 1134729723

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Stan Openshaw is recognised as a leading researcher in the field and has strong teaching experience (Leeds is the leading institution for GIS and technical areas at the present) includes a wealth of real-world application examples strong international library market - GIS, Spatial Analysis, computer programming are all strong topics globally no real competition in this particular area of programming should appeal to computer scientists, social scientists as well as geographers.

Encyclopedia of Computer Science and Technology
Encyclopedia of Computer Science and Technology

Author: Phillip A. Laplante

Publisher: CRC Press

Published: 2017-10-02

Total Pages: 1013

ISBN-13: 1351652494

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With breadth and depth of coverage, the Encyclopedia of Computer Science and Technology, Second Edition has a multi-disciplinary scope, drawing together comprehensive coverage of the inter-related aspects of computer science and technology. The topics covered in this encyclopedia include: General and reference Hardware Computer systems organization Networks Software and its engineering Theory of computation Mathematics of computing Information systems Security and privacy Human-centered computing Computing methodologies Applied computing Professional issues Leading figures in the history of computer science The encyclopedia is structured according to the ACM Computing Classification System (CCS), first published in 1988 but subsequently revised in 2012. This classification system is the most comprehensive and is considered the de facto ontological framework for the computing field. The encyclopedia brings together the information and historical context that students, practicing professionals, researchers, and academicians need to have a strong and solid foundation in all aspects of computer science and technology.