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9781420062090

Spatial Decision Support Systems: Principles and Practices

by ;
  • ISBN13:

    9781420062090

  • ISBN10:

    1420062093

  • Format: Hardcover
  • Copyright: 2010-11-15
  • Publisher: CRC Press

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Summary

Although interest in Spatial Decision Support Systems (SDSS) continues to grow rapidly in a wide range of disciplines, students, planners, managers, and the research community have lacked a book that covers the fundamentals of SDSS along with the advanced design concepts required for building SDSS.

Table of Contents

Forewordp. xiii
Prefacep. xv
Acknowledgmentsp. xvii
Authorsp. xix
Abbreviationsp. xxi
Introductionp. 1
Learning Objectivesp. 1
Introductionp. 1
Spatial Decision Makingp. 2
What Are Spatial Decisions?p. 2
Types of Spatial Decisionsp. 5
Spatial Decision-Making Problemsp. 6
Spatial Decision-Making Processp. 8
Need for Decision Support Systemsp. 11
Definition of SDSSp. 14
SDSS Characteristicsp. 14
Types or Flavors of SDSSp. 16
Content of This Bookp. 17
Referencesp. 20
Evolution and Trends in SDSSp. 23
Learning Objectivesp. 23
Introductionp. 23
Origins of SDSSp. 23
Core Drivers for the Development of Spatial Decision Support Technologyp. 25
Information and Communication Technologyp. 25
Spatial Data Availabilityp. 26
Applicationsp. 28
Users, Developers, and User Interfacesp. 29
Spatially Explicit Modelingp. 30
Expert Domain Knowledgep. 30
DSS-Based Evolutionp. 31
DSS to SDSSp. 33
GIS-Based Evolutionp. 34
GIS to SDSSp. 36
SDSS Progressionp. 37
Introduction Phase (1976-1989)p. 40
Integration Phase (1990-2000)p. 42
Implementation Phase (2000s)p. 48
Related and Important Literaturep. 51
Important Contributors to SDSS Developmentp. 53
Summaryp. 54
Suggested Readingsp. 55
DSSp. 55
GISp. 55
SDSSp. 56
Referencesp. 56
Components of SDSS I: Geographic Information Systemsp. 65
Learning Objectivesp. 65
Introductionp. 65
Components of Traditional DSS and GISp. 66
Components of SDSSp. 67
Geographical Information Systems (GIS) Overviewp. 68
History of Spatial Information and Data Usep. 68
Definitions of GISp. 70
Coordinate Systemsp. 71
Data Modelsp. 72
Vector Data Modelp. 74
Raster Data Modelp. 82
Raster versus Vectorp. 89
Spatial Data Collectionp. 89
Database Managementp. 93
Data Considerationsp. 97
Spatial Data Exploration, Processing, and Analysisp. 97
Map Data Explorationp. 98
Data Identification, Examination, and Queryp. 99
Vector Processing and Analysisp. 105
Bufferingp. 105
Spatial Overlayp. 108
Pattern Analysis and Spatial Statisticsp. 112
Routing and Network Analysisp. 113
Raster Data Analysisp. 115
Local Operationsp. 115
Neighborhood Operationsp. 119
Zonal Operationsp. 119
Data Visualization and Cartographyp. 121
GIS Softwarep. 133
Summaryp. 137
Referencesp. 138
Spatial Data Sources for the United Statesp. 140
Global Spatial Data Sourcesp. 143
Links for Lists of Commercial and Open Source GIS Softwarep. 143
Components of SDSS IIp. 145
Learning Objectivesp. 145
Introductionp. 145
Model Management Componentp. 145
Modeling Techniques in SDSSp. 146
Generic Modelsp. 148
Boolean Overlaysp. 149
Weighted Linear Combinationp. 149
Analytical Hierarchy Processp. 152
Ordered Weighted Approachp. 154
Artificial Neural Networksp. 154
Cellular Automatap. 156
Genetic Algorithmsp. 157
Agent-Based Modelsp. 157
Fuzzy Modeling Techniquesp. 158
Application-Specific Modelsp. 159
Dialog Management Componentp. 166
Stakeholders Component (SC)p. 175
Knowledge Management Componentp. 178
Summaryp. 180
Referencesp. 182
SDSS Softwarep. 191
Learning Objectivesp. 191
Introductionp. 191
Existing SDSS Softwarep. 194
GIS Software Used in SDSSp. 194
Problem-Specific SDSSp. 195
Domain-Level SDSSp. 200
Generic SDSSp. 207
IDRISI Macro Modelerp. 208
ArcGIS ModelBuilderp. 209
ERDAS IMAGINEp. 213
Open Source Softwarep. 216
Open-SDSSp. 218
Summaryp. 219
Referencesp. 220
Building SDSS Softwarep. 225
Learning Objectivesp. 225
Introductionp. 225
SDSS Software Componentsp. 227
Common Software for Utilization in SDSS Developmentp. 227
Spatial Data Collection, Management, Analysis, and Visualization Softwarep. 227
Relational Database Management Softwarep. 229
Modeling Softwarep. 229
Knowledge Management Softwarep. 232
SDSS Development by Software Integrationp. 232
Integration Technologiesp. 233
Integration Strategiesp. 234
Integration Issuesp. 247
Design and Development of SDSS from Scratchp. 249
Enabling Technologies for the Development of Desktop SDSSp. 250
Programming Languagesp. 250
Application Development Environmentsp. 252
Spatial Librariesp. 253
SDSS Generator-Geonamicap. 253
Web-Based SDSS Development and Architecturep. 254
Cloud Computingp. 257
Summaryp. 258
Referencesp. 259
Building Desktop SDSSp. 267
Learning Objectivesp. 267
Introductionp. 267
SDSS Development Considerationsp. 268
SDSS Development Processp. 270
SDSS Development Examplesp. 274
Spreadsheet-Based AHP SDSS (Microsoft Excel)p. 275
SpreadsheetSDSS Plug-inp. 298
Customizing Existing Desktop GIS (ArcGIS)p. 300
Creation of a New Generic SDSS Programp. 319
Summaryp. 324
Referencesp. 326
Building Web-Based SDSSp. 329
Learning Objectivesp. 329
Introductionp. 329
Web-Based SDSS Developed with ArcGIS Serverp. 331
Web-Based SDSS for Environmentally Sensitive Areasp. 331
Web-Based SDSS Development with Open Source Softwarep. 360
Software Installationp. 362
Software Usedp. 362
Architecture Used and Implementationp. 364
Open Source SDSS Download and Executionp. 364
Detailed Explanation and Codep. 367
Python Modulesp. 368
View Templatesp. 381
Summaryp. 385
Referencesp. 385
SDSS Applicationsp. 387
Learning Objectivesp. 387
Introductionp. 387
Reference Collection, Database Creation, and Web-Portal Developmentp. 388
Literature Compilationp. 388
SDSS Database Developmentp. 389
Web Portal Developmentp. 390
Publication Sourcesp. 390
SDSS Application Domainsp. 395
Natural Resources Managementp. 396
Environmentalp. 404
Urbanp. 407
Agriculturep. 411
Utility/Communication/Energy and Transportationp. 413
Businessp. 416
Other Major Application Domainsp. 422
Summaryp. 426
Referencesp. 427
SDSS Challenges and Future Directionsp. 439
Learning Objectivesp. 439
Introductionp. 439
Technical Challengesp. 441
Spatial Data Management Component Challengesp. 441
Model Management Componentp. 444
Model Selection or Developmentp. 444
Model Integrationp. 445
Model Usability and Interpretation of Resultsp. 446
Dialog Management Component Challengesp. 447
User Interfacesp. 447
Output Presentation and Evaluationp. 448
Technological Challengesp. 449
Social, Policy, and Organizational Challengesp. 453
Educational Challengesp. 455
Future Trends and Directionsp. 457
Summaryp. 459
Referencesp. 460
Indexp. 463
Table of Contents provided by Ingram. All Rights Reserved.

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