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Parallel Processing Algorithms For Gis
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Book Synopsis Parallel Processing Algorithms For GIS by : Richard Healey
Download or read book Parallel Processing Algorithms For GIS written by Richard Healey and published by CRC Press. This book was released on 2020-11-25 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Parallel Algorithms for Geographic Processing by : Qingfeng Guan
Download or read book Parallel Algorithms for Geographic Processing written by Qingfeng Guan and published by ProQuest. This book was released on 2008 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: Furthermore, with the largely improved computing power, the simplifying assumptions that had to be used in sequential computing to make the algorithm computationally feasible on a single-processor computer can be removed, and the findings obtained based on the simplifying assumptions may be altered. Parallelizing Geoprocessing provides geographers a computational test-bed to validate and discover new theories.
Book Synopsis High Performance Computing and the Art of Parallel Programming by : Stan Openshaw
Download or read book High Performance Computing and the Art of Parallel Programming written by Stan Openshaw and published by Routledge. This book was released on 2005-09-19 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a non-technical introduction to High Performance Computing applications together with advice about how beginners can start to write parallel programs. The authors show what HPC can offer geographers and social scientists and how it can be used in GIS. They provide examples of where it has already been used and suggestions for other areas of application in geography and the social sciences. Case studies drawn from geography explain the key principles and help to understand the logic and thought processes that lie behind the parallel programming.
Book Synopsis High Performance Computing for Geospatial Applications by : Wenwu Tang
Download or read book High Performance Computing for Geospatial Applications written by Wenwu Tang and published by Springer Nature. This book was released on 2020-07-20 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume fills a research gap between the rapid development of High Performance Computing (HPC) approaches and their geospatial applications. With a focus on geospatial applications, the book discusses in detail how researchers apply HPC to tackle their geospatial problems. Based on this focus, the book identifies the opportunities and challenges revolving around geospatial applications of HPC. Readers are introduced to the fundamentals of HPC, and will learn how HPC methods are applied in various specific areas of geospatial study. The book begins by discussing theoretical aspects and methodological uses of HPC within a geospatial context, including parallel algorithms, geospatial data handling, spatial analysis and modeling, and cartography and geovisualization. Then, specific domain applications of HPC are addressed in the contexts of earth science, land use and land cover change, urban studies, transportation studies, and social science. The book will be of interest to scientists and engineers who are interested in applying cutting-edge HPC technologies in their respective fields, as well as students and faculty engaged in geography, environmental science, social science, and computer science.
Book Synopsis Parallel Processing in GIS by : Richard G. Healey
Download or read book Parallel Processing in GIS written by Richard G. Healey and published by . This book was released on 1996 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Advances in Web-based GIS, Mapping Services and Applications by : Songnian Li
Download or read book Advances in Web-based GIS, Mapping Services and Applications written by Songnian Li and published by CRC Press. This book was released on 2011-05-09 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Book Synopsis Parallel Computing: Advances And Current Issues, Proceedings Of The International Conference Parco2001 by : Gerhard R Joubert
Download or read book Parallel Computing: Advances And Current Issues, Proceedings Of The International Conference Parco2001 written by Gerhard R Joubert and published by World Scientific. This book was released on 2002-07-30 with total page 561 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Innovations in GIS 6 by : Bruce Gittings
Download or read book Innovations in GIS 6 written by Bruce Gittings and published by CRC Press. This book was released on 1999-10-01 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
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 2009-05-27 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Book Synopsis Geography in America at the Dawn of the 21st Century by : Gary L. Gaile
Download or read book Geography in America at the Dawn of the 21st Century written by Gary L. Gaile and published by . This book was released on 2005 with total page 854 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Geographic Information Systems for Transportation by : Harvey J. Miller
Download or read book Geographic Information Systems for Transportation written by Harvey J. Miller and published by Oxford University Press, USA. This book was released on 2001 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis High Performance Computing and the Art of Parallel Programming by : Stan Openshaw
Download or read book High Performance Computing and the Art of Parallel Programming written by Stan Openshaw and published by Routledge. This book was released on 2005-09-19 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Encyclopedia of Computer Science and Technology by : Phillip A. Laplante
Download or read book Encyclopedia of Computer Science and Technology written by Phillip A. Laplante and published by CRC Press. This book was released on 2017-10-02 with total page 1013 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Parallel processing in GIS by : R. G. Healey
Download or read book Parallel processing in GIS written by R. G. Healey and published by . This book was released on 1996 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Cartography and Geographic Information Science by :
Download or read book Cartography and Geographic Information Science written by and published by . This book was released on 2005 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Modern Accelerator Technologies for Geographic Information Science by : Xuan Shi
Download or read book Modern Accelerator Technologies for Geographic Information Science written by Xuan Shi and published by Springer Science & Business Media. This book was released on 2013-10-27 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the impact of augmenting novel architectural designs with hardware‐based application accelerators. The text covers comprehensive aspects of the applications in Geographic Information Science, remote sensing and deploying Modern Accelerator Technologies (MAT) for geospatial simulations and spatiotemporal analytics. MAT in GIS applications, MAT in remotely sensed data processing and analysis, heterogeneous processors, many-core and highly multi-threaded processors and general purpose processors are also presented. This book includes case studies and closes with a chapter on future trends. Modern Accelerator Technologies for GIS is a reference book for practitioners and researchers working in geographical information systems and related fields. Advanced-level students in geography, computational science, computer science and engineering will also find this book useful.
Book Synopsis Big Data Computing for Geospatial Applications by : Zhenlong Li
Download or read book Big Data Computing for Geospatial Applications written by Zhenlong Li and published by MDPI. This book was released on 2020-11-23 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: The convergence of big data and geospatial computing has brought forth challenges and opportunities to Geographic Information Science with regard to geospatial data management, processing, analysis, modeling, and visualization. This book highlights recent advancements in integrating new computing approaches, spatial methods, and data management strategies to tackle geospatial big data challenges and meanwhile demonstrates opportunities for using big data for geospatial applications. Crucial to the advancements highlighted in this book is the integration of computational thinking and spatial thinking and the transformation of abstract ideas and models to concrete data structures and algorithms.
