Geographical Information Systems Theory, Applications and Management

Name: Geographical Information Systems Theory, Applications and Management | First International Conference, GISTAM 2015, Barcelona, Spain, April 28-30, 2015, Revised Selected Papers
Brand: Springer
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First International Conference, GISTAM 2015, Barcelona, Spain, April 28-30, 2015, Revised Selected Papers

Cédric Grueau Jorge Gustavo(Herausgeber*in)

Springer (Verlag)

Erschienen am 25. Januar 2016

XI, 167 Seiten

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978-3-319-29589-3 (ISBN)

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Beschreibung

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Inhalt

Intro
Preface
Organization
Contents
Reasoning Geo-Spatial Neutral Similarity from Seismic Data Using Mixture and State Clustering Models
1 Introduction
2 Seismic Features
3 Place Clustering
3.1 Normal Mixture Model
3.2 Hidden Markov Model
3.3 Agglomerative Merge
4 Empirical Evaluation
4.1 Experimental Setup
4.2 Experimental Preview
4.3 Experimental Results
5 Conclusions
References
Web-Based Geoinformation System for Exploring Geomagnetic Field, Its Variations and Anomalies
Abstract
1 Introduction
2 Information Technologies to Explore Geomagnetic Field
3 Mathematical Modeling of Geomagnetic Field and Its Variations
4 Geomagnetic Pseudostorm Effect
5 G-Service to Explore Geomagnetic Field
6 Three-Dimensional Visualization of Geomagnetic Field
7 Conclusion
Acknowledgements
References
Identifying Local Deforestation Patterns Using Geographically Weighted Regression Models
1 Introduction
2 Materials and Methods
2.1 Material
2.2 Deforestation Rate Computing and Database Elaboration
2.3 Statistical Analysis
2.4 Geographically Weighted Regression (GWR)
3 Results
3.1 Deforestation and Drivers Assessment
3.2 Explanatory Variables Selection
3.3 Geographically Weighted Regression (GWR)
4 Discussion
5 Conclusions
References
XQuery-Based Query Processing in Open Street Map
1 Introduction
2 Open Street Map
3 XQuery Library for OSM
3.1 OSM Indexing
3.2 Transformation Operators
3.3 OSM Spatial Operators
3.4 Higher Order XQuery Facilities
4 Examples
4.1 Benchmarks
5 Related Work
6 Conclusions and Future Work
References
The K Group Nearest-Neighbor Query on Non-indexed RAM-Resident Data
1 Introduction
2 Related Work and Motivations
3 RAM-Based Algorithms for GNNQ
4 Experimentation
5 Conclusions and Future Work
References
Validation and Integration of Wheat Seed Emergence Prediction Model with GIS and Numerical Weather Prediction Models
Abstract
1 Introduction
2 Materials and Methods
2.1 Field Experiment
2.2 Germination Test
2.3 Physical and Chemical Soil Analysis
2.4 Irrigation
2.5 Sensors
2.6 Linking WSM with GIS
2.7 Statistical Analysis of Physical Characteristics of Wheat
3 Results and Discussion
3.1 Germination Test
3.2 Physical and Chemical Soil Analysis
3.3 Irrigation
3.4 Linking WSM to GIS
3.5 Statistical Analysis of Physical Characteristics of Wheat
3.6 Comparison Between Field Experiment, Wheat Prediction Model in Excel and GIS
4 Conclusion
Acknowledgement
References
Towards Geospatial Tangible User Interfaces: An Observational User Study Exploring Geospatial Interactions of the Novice
Abstract
1 Introduction
2 About the Geospatial Tangible Table
3 Experiment Methodology
4 Analysis of Results
4.1 Getting Started: Making a Basic Map with One Data Layer
4.2 Zoom and Pan
4.3 Working with More Than One Data Layer
4.4 Interpreting Layers and Legends
4.5 Requesting Additional Information
5 Discussion
5.1 Understanding Cartographic Elements
5.2 Object Manipulations
5.3 Non-responsive (``Offline'') Spaces
6 Conclusion, Limitations and Future Work
Acknowledgments
References
Integration of a Real-Time Stochastic Routing Optimization Software with an Enterprise Resource Planner
1 Introduction
2 Steps in the Integration of an ERP with a VRP Optimization Module
2.1 i3FR-Opt Module
2.2 i3FR-Hub Module
2.3 i3FR-DB Module
2.4 i3FR-Maps Module
2.5 Overall System Dynamics
2.6 Experimental Results
3 Data Acquisition Module
4 Conclusions
References
Using Conditional Probability and a Nonlinear Kriging Technique to Predict Potato Early Die Caused by Verticllium Dahliae
Abstract
1 Introduction
2 Materials and Methods
2.1 Study Areas and Collection of Data
2.2 Quantification of Verticillium Dahliae Colony Forming Units
2.3 GIS Analysis
3 Results and Discussion
4 Conclusions
5 Future Plans
Acknowledgements
Acknowledgements
References
Using Linked Open Data in Geographical Information Systems
1 Introduction
2 Scenario
2.1 Case Study 1: Analyzing Flooding Facts and Figures
2.2 Case Study 2: Supporting Competitive Intelligence with Linked Data
3 Background
3.1 Linked Data
3.2 Linked Open Data
4 Conceptual Framework
5 Validation
5.1 Case Study 1: Analyzing Flooding Facts and Figures
5.2 Case Study 2: Supporting Competitive Intelligence with Linked Data
6 Related Work
7 Conclusion
References
Author Index

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