GIS by Duckham, Matt; Sun, Qian (Chayn); Worboys, Michael F.;

A Computing Perspective

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Product details:

Edition number 3, New edition
Publisher CRC Press
Date of Publication 16 August 2023

ISBN 9781466587199
Binding Hardback
No. of pages492 pages
Size 254x178 mm
Weight 1100 g
Language English
Illustrations 60 Illustrations, black & white; 298 Illustrations, color; 14 Halftones, black & white; 168 Halftones, color; 46 Line drawings, black & white; 130 Line drawings, color; 37 Tables, black & white

Short description:

Following two successful editions, the third edition of GIS has been revised and updated, with extensive new content reflecting the significant progress that has been made in the realm of GIS within the last 20 years.

Long description:

Following two successful editions, the third edition of GIS: A Computing Perspective has been completely revised and updated, with extensive new content reflecting the significant progress that has been made in the realm of GIS within the last 20 years. Major new topics covered for the first time in this edition include: graph databases and graph query languages, ontology engineering and qualitative spatial reasoning, geosensor networks and GeoAI, decentralized computing and online algorithms, and critical GIS and data sovereignty.

Features

Includes an entirely new chapter on AI and GIS, including ontologies and the Semantic Web, knowledge representation (KR) and spatial reasoning, machine learning and spatial analysis, and neural networks and deep learning

Presents new material reflecting the advances made in cloud computing, stream computing, and sensor networks, as well as extensively revised and updated content on cartography, visualization, and interaction design

Connects the technology to the social aspects and implications of GIS, including privacy and fair information practices, FATE (fairness, accountability, transparency, and ethics), and codes of conduct for responsible use of GIS

Integrates the necessary background to foundational areas, such as databases and data structures, algorithms and indexes, and system architecture and AI, provided in context so readers new to those topics can still understand the concepts being discussed

Incorporates over 20 carefully explained spatial algorithms; over 60 inset boxes with in-depth material that enriches the central topics; and more than 300 color figures to support the reader in mastering key concepts

Welcomes a new coauthor, Qian (Chayn) Sun, to the third edition, who brings her expertise in topics such as web mapping, cloud computing, critical geography, and machine learning with big spatial data

Intended for anyone interested in understanding GIS, especially students taking upper-level undergraduate and graduate courses in computer science and geography, as well as academics, researchers, practitioners, and professionals working in the field and involved in advanced GIS projects.

1. Introduction 2. Fundamental Database Concepts 3. Fundamental Spatial Concepts 4. Models of Geospatial Information 5. Representation and Algorithms 6. Structures and Access Methods 7. Architectures 8. Cartography and Geo-visualization 9. Artificial Intelligence and GIS 10. Spatial Information in Context

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