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Chun, Yongwan

Advances in Geocomputation

Chun, Yongwan - Advances in Geocomputation, ebook

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ISBN: 9783319227863
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Table of contents

1. Introduction
Daniel A. Griffith, Yongwan Chun, Denis J. Dean

2. The Nexus of Food, Energy, and Water Resources: Visions and Challenges in Spatial Computing
Emre Eftelioglu, Zhe Jiang, Xun Tang, Shashi Shekhar

3. The Bird’s-Eye View from a Worm’s-Eye Perspective
C. Dana Tomlin

Part I. Spatial Data: Construction, Representation, and Visualization

4. High-Resolution Population Grids for the Entire Conterminous United States
Anna Dmowska, Tomasz F. Stepinski

5. A Hybrid Dasymetric and Machine Learning Approach to High-Resolution Residential Electricity Consumption Modeling
April Morton, Nicholas Nagle, Jesse Piburn, Robert N. Stewart, Ryan McManamay

6. Can Social Media Play a Role in the Development of Building Occupancy Curves?
Robert Stewart, Jesse Piburn, Eric Weber, Marie Urban, April Morton, Gautam Thakur, Budhendra Bhaduri

7. Application of Social Media Data to High-Resolution Mapping of a Special Event Population
Kelly M. Sims, Eric M. Weber, Budhendra L. Bhaduri, Gautam S. Thakur, David R. Resseguie

8. Animating Maps: Visual Analytics Meets GeoWeb 2.0
Piyush Yadav, Shailesh Deshpande, Raja Sengupta

9. Atvis: A New Transit Visualization System
Jiaxuan Pang, Charles Tian, Yan Huang, Bill Buckles, Arash Mirzaei

10. Mapping Spatiotemporal Patterns of Disabled People: The Case of the St. Jude’s Storm Emergency
Thanos Bantis, James Haworth, Catherine Holloway, John Twigg

11. Terra Populus: Challenges and Opportunities with Heterogeneous Big Spatial Data
David Haynes, Suprio Ray, Steven Manson

Part II. Spatial Analysis: Methods and Applications

12. A Deviation Flow Refueling Location Model for Continuous Space: A Commercial Drone Delivery System for Urban Areas
Insu Hong, Michael Kuby, Alan Murray

13. Exploring the Spatial Decay Effect in Mass Media and Location-Based Social Media: A Case Study of China
Yihong Yuan

14. Uncovering the Digital Divide and the Physical Divide in Senegal Using Mobile Phone Data
Song Gao, Bo Yan, Li Gong, Blake Regalia, Yiting Ju, Yingjie Hu

15. Application of Spatio-Temporal Clustering For Predicting Ground-Level Ozone Pollution
Mahdi Ahmadi, Yan Huang, Kuruvilla John

16. Does the Location of Amerindian Communities Provide Signals About the Spatial Distribution of Tree and Palm Species?
Aravind Sivasailam, Anthony R. Cummings

17. World Climate Search and Classification Using a Dynamic Time Warping Similarity Function
Pawel Netzel, Tomasz F. Stepinski

18. Attribute Portfolio Distance: A Dynamic Time Warping-Based Approach to Comparing and Detecting Common Spatiotemporal Patterns Among Multiattribute Data Portfolios
Jesse Piburn, Robert Stewart, April Morton

19. When Space Beats Time: A Proof of Concept with Hurricane Dean
Benoit Parmentier, Marco Millones, Daniel A. Griffith, Stuart E. Hamilton, Yongwan Chun, Sean McFall

20. Using Soft Computing Logic and the Logic Scoring of Preference Method for Agricultural Land Suitability Evaluation
Bryn Montgomery, Suzana Dragićević, Jozo Dujmović

21. Surgical Phase Recognition using Movement Data from Video Imagery and Location Sensor Data
Atsushi Nara, Chris Allen, Kiyoshi Izumi

Part III. Spatial Statistical and Geostatistical Modeling

22. Respondent-Driven Sampling and Spatial Autocorrelation
E. Scott Morris, Vaishnavi Thakar, Daniel A. Griffith

23. The Moran Coefficient and the Geary Ratio: Some Mathematical and Numerical Comparisons
Qing Luo, Daniel A. Griffith, Huayi Wu

24. A Variance-Stabilizing Transformation to Mitigate Biased Variogram Estimation in Heterogeneous Surfaces with Clustered Samples
Xiaojun Pu, Michael Tiefelsdorf

25. Estimating a Variance Function of a Nonstationary Process
Eunice J. Kim, Z. Zhu

26. The Statistical Distribution of Coefficients for Constructing Eigenvector Spatial Filters
Parmanand Sinha, Monghyeon Lee, Yongwan Chun, Daniel A. Griffith

27. Spatial Data Analysis Uncertainties Introduced by Selected Sources of Error
Monghyeon Lee, Yongwan Chun, Daniel A. Griffith

28. Spatiotemporal Epidemic Modeling with libSpatialSEIR: Specification, Fitting, Selection, and Prediction
Grant D. Brown, Jacob J. Oleson

29. Geostatistical Models for the Spatial Distribution of Uranium in the Continental United States
Sara Stoudt

30. Modeling Land Use Change Using an Eigenvector Spatial Filtering Model Specification for Discrete Responses
Parmanand Sinha

Part IV. Computational Challenges and Advances in Geocomputation: High-Performance Computation and Dynamic Simulation

31. From Everywhere to Everywhere (FETE): Adaptation of a Pedestrian Movement Network Model to a Hybrid Parallel Environment
Alexandre Sorokine, Devin White, Andrew Hardin

32. Parallelizing Affinity Propagation Using Graphics Processing Units for Spatial Cluster Analysis over Big Geospatial Data
Xuan Shi

33. A Web-Based Geographic Information Platform to Support Urban Adaptation to Climate Change
Philip J. Nugent, Olufemi A. Omitaomu, Esther S. Parish, Rui Mei, Kathleen M. Ernst, Mariya Absar, Linda Sylvester

34. A Fully Automated High-Performance Image Registration Workflow to Support Precision Geolocation for Imagery Collected by Airborne and Spaceborne Sensors
Devin A. White, Christopher R. Davis

35. MIRAGE: A Framework for Data-Driven Collaborative High-Resolution Simulation
Byung H. Park, Melissa R. Allen, Devin White, Eric Weber, John T. Murphy, Michael J. North, Pam Sydelko

36. A Graph-Based Locality-Aware Approach to Scalable Parallel Agent-Based Models of Spatial Interaction
Zhaoya Gong, Wenwu Tang, Jean-Claude Thill

37. Simulation of Human Wayfinding Uncertainties: Operationalizing a Wandering Disutility Function
Amir Najian, Denis J. Dean

38. Design and Validation of Dynamic Hierarchies and Adaptive Layouts Using Spatial Graph Grammars
Kai Liao, Jun Kong, Kang Zhang, Bauke Vries

Keywords: Geography, Geographical Information Systems/Cartography, Information Systems Applications (incl. Internet), Quantitative Geology, Image Processing and Computer Vision, Environmental Geography, Computer Applications

Editor
 
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Series
Advances in Geographic Information Science
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9783319227863
Printed ISBN
978-3-319-22785-6

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