Information Fusion and Geographic Information Systems (IF&GIS 2013)

Name: Information Fusion and Geographic Information Systems (IF&GIS 2013) | Environmental and Urban Challenges
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Environmental and Urban Challenges

Vasily Popovich Christophe Claramunt Manfred Schrenk Kyrill Korolenko(Herausgeber*in)

Springer (Verlag)

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Erschienen am 4. Dezember 2013

IX, 324 Seiten

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978-3-642-31833-7 (ISBN)

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Intro
Preface
Contents
Part I Invited Paper
1 Using Space-Based Technology for Smart Resource Management during Disaster Early Warnings
Abstract
1.Introduction
2.Novelties
2.1 Data Collection Through Space-Based Technologies
2.2 Data Collection Through Sensor Networks
2.2.1 Adaptive Information System for Prevention and First Response
3.System Architecture
4.Conclusions
References
Part II Editorial
2 Intelligent GIS Conceptualization
Abstract
1.Introduction
1.1 Universal Model of Data
1.2 General Architecture of IGIS
2.Service-Oriented Architecture
2.1 General SOA of IGIS
2.2 Application Services
2.3 Database, Knowledge Base, and Ontology Services
2.4 End User Services
3.Ontology
3.1 Knowledge Representation by Ontology
3.2 Open Technology for Ontology Development
3.3 Ontology for Subject Domains
3.4 OWL and GML
3.5 Data and Workflow
4.Scenario Approach
4.1 Scenario Definition
4.2 Expert Systems
4.3 Inference Machine
4.4 Inference Machine as a System Supervisor
4.5 Expert System as the Core of the Decision-Making Support Subsystem
4.6 Case Studies of the Scenario Approach
5.Case Study
6.Conclusion
References
3 Ten Years of the International Workshop ''Information Fusion and Geoinformation Systems''
Abstract
1.Introduction
2.Subject Concepts
3.Scope and Scientific Level
4.Format Originality
5.Future Prospects
6.Conclusion
References
Part III Ontologies and Modeling in GIS
4 Semantic Retrieval of Geospatial Datasets Based on a Semantic Repository
Abstract
1.Introduction
2.Related Work
3.The SemGsearch Methodology
3.1 Conceptualization Stage
3.1.1 DIS-C: Conceptual Similarity Algorithm
3.1.2 Application of Conceptual Similarity in GEONTO-MET
3.2 Stage of Synthesis
3.3 Stage of Analysis
4.Results
5.Conclusions
Acknowledgments
5 A Semantic Model to Query Spatial--Temporal Data
Abstract
1.Introduction
2.Background
2.1 Representing Spatial Dynamics in an Ontology
2.2 Representation of Semantic Relations
2.3 Reasoning with Spatial--Temporal Information in an Ontology
2.4 Querying Information on a Spatial--Temporal Ontology
3.The Continuum Model
3.1 Rules for an Appropriate Use of the Model
3.2 Reasoning on the Continuum Model
4.Querying on the Continuum Model
5.Conclusions
References
6 Modeling Concepts for Consistency Analysis of Multiple Representations and Heterogeneous 3D Geodata
Abstract
1.Introduction
2.Related Work
2.1 Data Heterogeneity
2.2 Consistency and Multiple Representations
2.3 Consequences for Our Work
3.Hybrid Data Model
3.1 Hybrid Core
3.2 Extension of the Standard ISO 19107
3.2.1 Basic Modeling Principles
3.2.2 Extensions for Raster and Voxel Data
3.2.3 Extensions for CSG Data
4.Management of Multiple Representations
4.1 Modeling Concept for Multiple Representations
4.2 Modeling Concept for Hybrid Identities
5.Hybrid Consistency
5.1 Hybrid Consistency for Entirely Overlapping Object Representations
5.2 Hybrid Consistency for Partially Overlapping or Adjacent Object Representations
6.Conclusions and Outlook
References
7 Modeling of Search Actions Under the Conditions of Variable Environment Properties
Abstract
1.Introduction
2.Search Modeling in Layered-Heterogeneous Environments
3.Search Modeling in 2D Heterogeneous Environments
4.Conclusion
References
8 OpenStreetMap-Based Dynamic Ridesharing Service
Abstract
1.Introduction
2.Information Fusion with Smart-M3 Platform
3.The Ridesharing Service Ontology
3.1 Actors
3.2 Paths
4.OpenStreetMap-Based GIS for Ridesharing Service
5.Algorithm for Finding Matching Driver and Passenger Paths
5.1 Heuristics 1
5.2 Heuristics 2
6.System Working Scenario
7.Conclusion
Acknowledgments
References
Part IV Algorithms and Computational Issues for GIS
9 Application of Sleator-Tarjan Dynamic Trees in a Monitoring System for the Arctic Region Based on Remote Sensing Data
Abstract
1.Introduction
2.System Description
3.Application of Dynamic Trees
3.1 Overview on the Implementation of Sleator-Tarjan Dynamic Trees
3.2 Elementary Algorithms
3.3 Case Study
4.Conclusions
References
10 A Two-Phase Multiobjective Local Search for GIS Information Fusion: Spatial Homogeneity and Semantic Information Tradeoff
Abstract
1.Introduction
2.Background and Definitions
2.1 Terminology and Modeling
2.2 Multiobjective Optimization
2.3 Objectives
2.3.1 Visualization Improvement
2.3.2 Information Keeping
3.Resolution of the Problem
3.1 Aggregation of Two Concepts
3.1.1 Semantic Point of View
3.1.2 Spatial Point of View
3.1.3 Features Computation
3.2 Complexity of the Problem
3.2.1 Exploration Space
3.2.2 Computation Time
3.3 Local Search Approach
3.3.1 Two-Phase Local Search Algorithm
3.4 Semantic Distance
3.5 Spatial Distance
3.6 Computation of the Distances
3.7 Two-Phase Local Search: Distance Space and Objective Spaces
4.Experiments
4.1 Computation Time Analysis on Simulated Data
4.2 Quality Analysis on Simulated Data
4.3 Visual Analysis on Real Data
5.Conclusion and Perspectives
11 Parallel Algorithms of Discrete Fourier Transform for Earth Surface Modeling
Abstract
1.Introduction
2.Examples of 3D Modeling Methods
2.1 Statistical Approach to Water Surface Fragment Forming
3.Parallel Algorithms of 2D DFT
3.1 The Hypercomplex Discrete Fourier Transform
3.2 Necessary Information from Algebraic Theory
3.3 The Basic Algorithm of 2D HDFT
3.4 Parallel Algorithm Based on Algebra Structure
3.5 Parallel Algorithm Based on Inner Parallelism of a Decomposition Scheme
4.Experimental Research
5.Conclusion
Acknowledgments
References
12 Adaptive Multidimensional Measurement Processing Using Intelligent GIS Technologies
Abstract
1.Introduction
2.Models for Multidimensional Measurement Processing
3.Method for Building Adaptive Processes for Dynamic Measurement Analyses
3.1 Algorithm Description
4.Principles of Element Selection in the Adaptive Processing Method
5.Description of Principles of Integration of Components of Measurement Intelligent Analyses into IGIS Systems
6.Description of Oceanographic Data Processing System and Results of Experiments
7.Conclusion
References
Part V Data Security for GIS
13 Logical Inference Framework for Security Management in Geographical Information Systems
Abstract
1.Introduction
2.Related Work
3.General Architecture
4.Event Calculus Module
5.Model Checking Module
6.Ontological Repository
7.Implementation
7.1 Event Calculus
7.2 Model Checking
8.Conclusion
Acknowledgments
References
14 Dynamical Attack Simulation for Security Information and Event Management
Abstract
1.Introduction
2.State-of-the-Art in Dynamical Attack Simulation
3.Dynamic Attack Simulator in AMSEC
4.Experiment Preparation and Implementation
4.1 Preparatory Stage
4.2 Parameter Setup
4.3 Simulation Stage
4.4 Output Data Analysis
5.Conclusions
Acknowledgments
References
Part VI Urban GIS
15 A Simulation Model of Urban Growth Driven by the Bosphorus Bridges
Abstract
1.Introduction
2.Materials and Methodology
2.1 Study Area
2.2 Data
2.3 Software and Hardware
2.4 Creating a CA-Based Urban Growth Model
3.Results
4.Conclusions
Acknowledgments
References
16 A New Method to Characterize Density Adapted to a Coarse City Model
Abstract
1.Introduction
2.Methods
2.1 Open Space Tessellation
2.1.1 Open Space Geometry
2.1.2 Neighboring Properties
2.2 Density Characterization
2.2.1 Modified GSI and FSI
2.2.2 Density Profiles
2.3 Urban Classification Based on Density Indicators
3.Results
3.1 Study Area
3.2 Density Characterization
3.3 Urban Classification
3.3.1 Urban Density Clusters
3.3.2 Mean Density Profile of Clusters
4.Conclusion
References
Part VII Marine and Coastal GIS (for the Arctic Region)
17 The Skipper's Advisor: An Expert System for Coastal Navigation
Abstract
1.Introduction
2.Basic Ideas
2.1 Moving Cloud of Data
2.2 Virtual Situation
2.3 Speech Interface
2.4 Three-Dimensional Model of Situation
3.Related Works
4.Research Prototype of the Expert System
5.Implementation Details of the System Prototype
6.Discussion
References
18 Modeling of Noise and Acoustic Field Calculations in the Limited Water Area of Beibu Gulf Using Geospatial Data
Abstract
1.Introduction
2.Modeling the Sea-Floor Relief and Its Geoacoustic Characteristics
3.Hydroacoustic Condition Modeling
4.Noise Modeling
5.Acoustic Field Modeling
6.Conclusion
References
19 Anomaly Detection for the Security of Cargo Shipments
Abstract
1.Introduction
2.Related Work
3.Anomaly Detection Technique
3.1 Common Sequences/Subsequences
3.2 Anomaly Degree
4.Experiment
4.1 Experimental Data
4.2 Real-World Data
5.Conclusion and Future Work
References
20 Atmosphere and Ocean Data Processing in a Decision-Making Support System for Arctic Exploration
Abstract
1.Introduction
2.Description of the Decision-Making Support System Structure
3.Description of Atmosphere and Oceanographic Data
4.Atmosphere and Ocean Data Processing in Decision-Making Support System
5.Representation of Atmosphere and Ocean Data and Results of Their Processing in DMSS
6.Case Study
7.Conclusion
Acknowledgments
References

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