GIS Algorithms
Geographic information systems (GIS) have become increasingly important in helping us understand complex social, economic, and natural dynamics where spatial components play a key role. The critical algorithms used in GIS, however, are notoriously difficult to both teach and understand, in part due to the lack of a coherent representation. GIS Algorithms attempts to address this problem by combining rigorous formal language with example case studies and student exercises.

Using Python code throughout, Xiao breaks the subject down into three fundamental areas:


• Geometric Algorithms
• Spatial Indexing
• Spatial Analysis and Modelling

With its comprehensive coverage of the many algorithms involved, GIS Algorithms is a key new textbook in this complex and critical area of geography.

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GIS Algorithms
Geographic information systems (GIS) have become increasingly important in helping us understand complex social, economic, and natural dynamics where spatial components play a key role. The critical algorithms used in GIS, however, are notoriously difficult to both teach and understand, in part due to the lack of a coherent representation. GIS Algorithms attempts to address this problem by combining rigorous formal language with example case studies and student exercises.

Using Python code throughout, Xiao breaks the subject down into three fundamental areas:


• Geometric Algorithms
• Spatial Indexing
• Spatial Analysis and Modelling

With its comprehensive coverage of the many algorithms involved, GIS Algorithms is a key new textbook in this complex and critical area of geography.

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GIS Algorithms

GIS Algorithms

by Ningchuan Xiao
GIS Algorithms

GIS Algorithms

by Ningchuan Xiao

Paperback(Reprint)

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Overview

Geographic information systems (GIS) have become increasingly important in helping us understand complex social, economic, and natural dynamics where spatial components play a key role. The critical algorithms used in GIS, however, are notoriously difficult to both teach and understand, in part due to the lack of a coherent representation. GIS Algorithms attempts to address this problem by combining rigorous formal language with example case studies and student exercises.

Using Python code throughout, Xiao breaks the subject down into three fundamental areas:


• Geometric Algorithms
• Spatial Indexing
• Spatial Analysis and Modelling

With its comprehensive coverage of the many algorithms involved, GIS Algorithms is a key new textbook in this complex and critical area of geography.


Product Details

ISBN-13: 9781446274330
Publisher: SAGE Publications
Publication date: 01/05/2016
Series: SAGE Advances in Geographic Information Science and Technology Series
Edition description: Reprint
Pages: 336
Product dimensions: 6.70(w) x 9.30(h) x 0.80(d)

About the Author

Ningchuan Xiao is Associate Professor of Geography at the Ohio State University. He has taught a wide ranges of courses in GIS, spatial analysis, and cartography. His research focuses on the development of effective computational methods in spatial and temporal data handling.

Table of Contents

Introduction
Part I. Geometric Algorithms
Basic Geometric Operations
Polygon Overlay
Part II. Spatial Indexing
Indexing
k-D Trees
Quadtrees
Indexing Lines and Polygons
Part III. Spatial Analysis and Modeling
Interpolation
Spatial Pattern and Analysis
Network Analysis
Spatial Optimization
Heuristic Search Algorithms
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