Advances in Geocomputation Geocomputation 2015 The 13th International Conference 1st Edition by Daniel A Griffith,Yongwan Chun,Denis J Dean ISBN 3319227858 978-3319227856

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Product details:

ISBN 10: 3319227858 

ISBN 13: 978-3319227856

Author: Daniel A. Griffith, Yongwan Chun, Denis J. Dean

This book contains refereed papers from the 13th International Conference on GeoComputation held at the University of Texas, Dallas, May 20-23, 2015. Since 1996, the members of the GeoComputation (the art and science of solving complex spatial problems with computers) community have joined together to develop a series of conferences in the United Kingdom, New Zealand, Australia, Ireland and the United States of America. The conference encourages diverse topics related to novel methodologies and technologies to enrich the future development of GeoComputation research.

Table of contents:

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

Chapter 1: High-Resolution Population Grids for the Entire Conterminous United States

Chapter 2: A Hybrid Dasymetric and Machine Learning Approach to High-Resolution Residential Electricity Consumption Modeling

Chapter 3: Can Social Media Play a Role in Developing Building Occupancy Curves?

Chapter 4: Application of Social Media Data to High-Resolution Mapping of a Special Event Population

Chapter 5: Animating Maps: Visual Analytics Meets Geoweb 2.0

Chapter 6: Atvis: A New Transit Visualization System

Chapter 7: Mapping Spatiotemporal Patterns of Disabled People: The Case of the St. Jude’s Storm Emergency

Chapter 8: Terra Populus: Challenges and Opportunities with Heterogeneous Big Spatial Data

Part II: Spatial Analysis: Methods and Applications

Chapter 9: A Deviation Flow Refueling Location Model for Continuous Space: A Commercial Drone Delivery System for Urban Areas

Chapter 10: Exploring the Spatial Decay Effect in Mass Media and Location-Based Social Media: A Case Study of China

Chapter 11: Uncovering the Digital Divide and the Physical Divide in Senegal Using Mobile Phone Data

Chapter 12: Predicting Hourly Ozone Pollution in the Dallas–Fort Worth Area Using Spatiotemporal Clustering

Chapter 13: Does the Location of Amerindian Communities Provide Signals about the Spatial Distribution of Tree and Palm Species?

Chapter 14: World Climate Search and Classification Using a Dynamic Time Warping Similarity Function

Chapter 15: Attribute Portfolio Distance: A Dynamic Time Warping-Based Approach to Comparing and Detecting Common Spatiotemporal Patterns among Multiattribute Data Portfolios

Chapter 16: When Space Beats Time: A Proof of Concept with Hurricane Dean

Chapter 17: Using Soft Computing Logic and the Logic Scoring of Preference Method for Agricultural Land Suitability Evaluation

Chapter 18: Surgical Phase Recognition Using Movement Data from Video Imagery and Location Sensor Data

Part III: Spatial Statistical and Geostatistical Modeling

Chapter 19: Respondent Driven Sampling and Spatial Correlation

Chapter 20: The Moran Coefficient and the Geary Ratio: Some Mathematical and Numerical Comparisons

Chapter 21: A Variance-Stabilizing Transformation to Mitigate Biased Variogram Estimation in Heterogeneous Surfaces with Clustered Samples

Chapter 22: Estimating a Variance Function of a Nonstationary Process

Chapter 23: The Statistical Distribution of Coefficients for Constructing Eigenvector Spatial Filters

Chapter 24: Spatial Data Analysis Uncertainties Introduced by Selected Sources of Error

Chapter 25: Spatiotemporal Epidemic Modeling with libSpatialSEIR: Specification, Fitting, Selection, and Prediction

Chapter 26: Geostatistical Models for the Spatial Distribution of Uranium in the Continental United States

Chapter 27: Modeling Land Use Change Using an Eigenvector Spatial Filtering Model Specification for Discrete Responses

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

Chapter 28: From Everywhere to Everywhere (FETE): Adaptation of a Pedestrian Movement Network Model to a Hybrid Parallel Environment

Chapter 29: Parallelizing Affinity Propagation Using Graphics Processing Units for Spatial Cluster Analysis over Big Geospatial Data

Chapter 30: A Web-Based Geographic Information Platform to Support Urban Adaptation to Climate Change

Chapter 31: A Fully Automated High-Performance Image Registration Work Flow to Support Precision Geolocation for Imagery Collected by Airborne and Spaceborne Sensors

Chapter 32: MIRAGE: A Framework for Data-driven Collaborative High-resolution Simulation

Chapter 33: A Graph-Based Locality-Aware Approach to Scalable Parallel Agent-Based Models of Spatial Interaction

Chapter 34: Simulation of Human Wayfinding Uncertainties: Operationalizing a Wandering Disutility Function

Chapter 35: Design and Validation of Dynamic Hierarchies and Adaptive Layouts Using Spatial Graph Grammars

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Tags: Daniel A Griffith, Yongwan Chun, Denis J Dean, Advances in Geocomputation, Geocomputation 2015 The, 13th International Conference