Spatial decision support systems: principles and practices
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| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Boca Raton, Fla. [u.a.]
CRC Press, Taylor & Francis Group
2011
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| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XXII, 469 S. Ill., graph. Darst., Kt. |
| ISBN: | 9781420062090 |
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| 245 | 1 | 0 | |a Spatial decision support systems |b principles and practices |c Ramanathan Sugumaran, John DeGroote |
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Record in the Search Index
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| adam_text | Titel: Spatial decision support systems
Autor: Sugumaran, Ramanathan
Jahr: 2011
Contents
Foreword.........................................................................................................xiii
Preface................................................................................................................xv
Acknowledgments........................................................................................xvii
Authors.............................................................................................................xix
Abbreviations..................................................................................................xxi
1 Introduction................................................................................................1
Learning Objectives....................................................................................1
1.1 Introduction......................................................................................1
1.2 Spatial Decision Making.................................................................2
1.2.1 What Are Spatial Decisions?.............................................2
1.2.2 Types of Spatial Decisions.................................................5
1.2.3 Spatial Decision-Making Problems..................................6
1.3 Spatial Decision-Making Process..................................................8
1.4 Need for Decision Support Systems............................................11
1.5 Definition of SDSS..........................................................................14
1.6 SDSS Characteristics......................................................................14
1.7 Types or Flavors of SDSS...............................................................16
1.8 Content of This Book.....................................................................17
References..................................................................................................20
2 Evolution and Trends in SDSS.............................................................23
Learning Objectives..................................................................................23
2.1 Introduction....................................................................................23
2.2 Origins of SDSS..............................................................................23
2.3 Core Drivers for the Development of Spatial Decision
Support Technology.......................................................................25
2.3.1 Information and Communication Technology.............25
2.3.2 Spatial Data Availability..................................................26
2.3.3 Applications.......................................................................28
2.3.4 Users, Developers, and User Interfaces.........................29
2.3.5 Spatially Explicit Modeling.............................................30
2.3.6 Expert Domain Knowledge.............................................30
2.4 DSS-Based Evolution.....................................................................31
2.4.1 DSS to SDSS.......................................................................33
2.5 GIS-Based Evolution......................................................................34
2.5.1 GIS to SDSS........................................................................36
2.6 SDSS Progression...........................................................................37
2.6.1 Introduction Phase (1976-1989).......................................40
2.6.2 Integration Phase (1990-2000).........................................42
2.6.3 Implementation Phase (2000s).........................................48
2.7 Related and Important Literature................................................51
2.8 Important Contributors to SDSS Development.........................53
2.9 Summary.........................................................................................54
Suggested Readings..................................................................................55
DSS ..................................................................................................55
GIS ..................................................................................................55
SDSS.................................................................................................56
References..................................................................................................56
3 Components of SDSS I: Geographic Information Systems............65
Learning Objectives..................................................................................65
3.1 Introduction........................................................................................65
3.2 Components of Traditional DSS and GIS.......................................66
3.3 Components of SDSS.........................................................................67
3.4 Geographical Information Systems (GIS) Overview....................68
3.4.1 History of Spatial Information and Data Use..................68
3.4.2 Definitions of GIS.................................................................70
3.4.3 Coordinate Systems.............................................................71
3.4.4 Data Models..........................................................................72
3.4.4.1 Vector Data Model...............................................74
3.4.4.2 Raster Data Model...............................................82
3.4.4.3 Raster versus Vector............................................89
3.4.5 Spatial Data Collection........................................................89
3.4.6 Database Management........................................................93
3.4.7 Data Considerations............................................................97
3.4.8 Spatial Data Exploration, Processing, and Analysis.......97
3.4.9 Map Data Exploration.........................................................98
3.4.10 Data Identification, Examination, and Query................99
3.4.11 Vector Processing and Analysis......................................105
3.4.11.1 Buffering............................................................105
3.4.11.2 Spatial Overlay.................................................108
3.4.11.3 Pattern Analysis and Spatial Statistics..........112
3.4.11.4 Routing and Network Analysis......................113
3.4.12 Raster Data Analysis.........................................................115
3.4.12.1 Local Operations...............................................115
3.4.12.2 Neighborhood Operations...............................119
3.4.12.3 Zonal Operations..............................................119
3.4.13 Data Visualization and Cartography............................121
3.4.14 GIS Software.....................................................................133
3.5 Summary...........................................................................................137
References................................................................................................138
Appendix A: Spatial Data Sources for the United States..................140
Appendix B: Global Spatial Data Sources...........................................143
Appendix C: Links for Lists of Commercial and Open Source
GIS Software............................................................................................143
4 Components of SDSS II.......................................................................145
Learning Objectives................................................................................145
4.1 Introduction..................................................................................145
4.2 Model Management Component...............................................145
4.3 Modeling Techniques in SDSS...................................................146
4.3.1 Generic Models...............................................................148
4.3.1.1 Boolean Overlays.............................................149
4.3.1.2 Weighted Linear Combination......................149
4.3.1.3 Analytical Hierarchy Process........................152
4.3.1.4 Ordered Weighted Approach........................154
4.3.1.5 Artificial Neural Networks............................154
4.3.1.6 Cellular Automata...........................................156
4.3.1.7 Genetic Algorithms.........................................157
4.3.1.8 Agent-Based Models.......................................157
4.3.1.9 Fuzzy Modeling Techniques.........................158
4.3.2 Application-Specific Models.........................................159
4.4 Dialog Management Component...............................................166
4.5 Stakeholders Component (SC)....................................................175
4.6 Knowledge Management Component......................................178
4.7 Summary.......................................................................................180
References................................................................................................182
5 SDSS Software.......................................................................................191
Learning Objectives................................................................................191
5.1 Introduction..................................................................................191
5.2 Existing SDSS Software...............................................................194
5.2.1 GIS Software Used in SDSS...........................................194
5.2.2 Problem-Specific SDSS...................................................195
5.2.3 Domain-Level SDSS........................................................200
5.2.4 Generic SDSS...................................................................207
5.2.4.1 IDRISI Macro Modeler....................................208
5.2.4.2 ArcGIS ModelBuilder.....................................209
5.2.4.3 ERDAS IMAGINE...........................................213
5.2.4.4 Open Source Software.....................................216
5.2.4.5 Open-SDSS.......................................................218
5.3 Summary.......................................................................................219
References................................................................................................220
6 Building SDSS Software......................................................................225
Learning Objectives................................................................................225
6.1 Introduction..................................................................................225
6.2 SDSS Software Components.......................................................227
6.2.1 Common Software for Utilization in SDSS
Development....................................................................227
6.2.1.1 Spatial Data Collection, Management,
Analysis, and Visualization Software..........227
6.2.1.2 Relational Database Management
Software............................................................229
6.2.1.3 Modeling Software..........................................229
6.2.1.4 Knowledge Management Software..............232
6.2.2 SDSS Development by Software Integration..............232
6.2.2.1 Integration Technologies................................233
6.2.2.2 Integration Strategies......................................234
6.2.3 Integration Issues............................................................247
6.3 Design and Development of SDSS from Scratch.....................249
6.4 Enabling Technologies for the Development of Desktop
SDSS...............................................................................................250
6.4.1 Programming Languages..............................................250
6.4.2 Application Development Environments....................252
6.4.3 Spatial Libraries..............................................................253
6.4.4 SDSS Generator-Geonamica.......................................253
6.5 Web-Based SDSS Development and Architecture..................254
6.5.1 Cloud Computing...........................................................257
6.6 Summary...........................................................................................258
References................................................................................................259
7 Building Desktop SDSS.......................................................................267
Learning Objectives................................................................................267
7.1 Introduction..................................................................................267
7.2 SDSS Development Considerations...........................................268
7.3 SDSS Development Process........................................................270
7.4 SDSS Development Examples.....................................................274
7.4.1 Spreadsheet-Based AHP SDSS (Microsoft Excel).......275
7.4.2 SpreadsheetSDSS Plug-in...............................................298
7.4.3 Customizing Existing Desktop GIS (ArcGIS).............300
7.4.4 Creation of a New Generic SDSS Program.................319
7.5 Summary.......................................................................................324
References................................................................................................326
8 Building Web-Based SDSS..................................................................329
Learning Objectives................................................................................329
8.1 Introduction..................................................................................329
8.2 Web-Based SDSS Developed with ArcGIS Server...................331
8.2.1 Web-Based SDSS for Environmentally Sensitive
Areas.................................................................................331
8.3 Web-Based SDSS Development with Open Source
Software.........................................................................................360
8.3.1 Software Installation......................................................362
8.3.2 Software Used.................................................................362
8.3.3 Architecture Used and Implementation......................364
8.3.4 Open Source SDSS Download and Execution............364
8.3.5 Detailed Explanation and Code....................................367
8.3.5.1 Python Modules..............................................368
8.3.5.2 View Templates................................................381
8.4 Summary.......................................................................................385
References................................................................................................385
9 SDSS Applications................................................................................387
Learning Objectives................................................................................387
9.1 Introduction..................................................................................387
9.2 Reference Collection, Database Creation, and Web-Portal
Development.................................................................................388
9.2.1 Literature Compilation...................................................388
9.2.2 SDSS Database Development........................................389
9.2.3 Web Portal Development...............................................390
9.3 Publication Sources......................................................................390
9.4 SDSS Application Domains........................................................395
9.4.1 Natural Resources Management..................................396
9.4.2 Environmental.................................................................404
9.4.3 Urban................................................................................407
9.4.4 Agriculture.......................................................................411
9.4.5 Utility/Communication/Energy and
Transportation.................................................................413
9.4.6 Business.............................................................................416
9.4.7 Other Major Application Domains...............................422
9.5 Summary.......................................................................................426
References................................................................................................427
10 SDSS Challenges and Future Directions.........................................439
Learning Objectives................................................................................439
10.1 Introduction..................................................................................439
10.2 Technical Challenges...................................................................441
10.2.1 Spatial Data Management Component Challenges... 441
10.2.2 Model Management Component..................................444
10.2.2.1 Model Selection or Development..................444
10.2.2.2 Model Integration............................................445
10.2.2.3 Model Usability and Interpretation of
Results...............................................................446
10.2.3 Dialog Management Component Challenges.............447
10.2.3.1 User Interfaces.................................................447
10.2.3.2 Output Presentation and Evaluation............448
10.3 Technological Challenges...........................................................449
10.4 Social, Policy, and Organizational Challenges........................453
10.5 Educational Challenges...............................................................455
10.6 Future Trends and Directions....................................................457
10.7 Summary.......................................................................................459
References................................................................................................460
Index................................................................................................................463
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| spelling | Sugumaran, Ramanathan Verfasser (DE-588)143042696 aut Spatial decision support systems principles and practices Ramanathan Sugumaran, John DeGroote Boca Raton, Fla. [u.a.] CRC Press, Taylor & Francis Group 2011 XXII, 469 S. Ill., graph. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier Decision support systems Geographic information systems Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd rswk-swf Geoinformationssystem (DE-588)4261642-6 gnd rswk-swf Geoinformationssystem (DE-588)4261642-6 s Entscheidungsunterstützungssystem (DE-588)4191815-0 s DE-604 DeGroote, John Sonstige (DE-588)143042785 oth HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=022527740&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Sugumaran, Ramanathan Spatial decision support systems principles and practices Decision support systems Geographic information systems Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd Geoinformationssystem (DE-588)4261642-6 gnd |
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| title | Spatial decision support systems principles and practices |
| title_auth | Spatial decision support systems principles and practices |
| title_exact_search | Spatial decision support systems principles and practices |
| title_full | Spatial decision support systems principles and practices Ramanathan Sugumaran, John DeGroote |
| title_fullStr | Spatial decision support systems principles and practices Ramanathan Sugumaran, John DeGroote |
| title_full_unstemmed | Spatial decision support systems principles and practices Ramanathan Sugumaran, John DeGroote |
| title_short | Spatial decision support systems |
| title_sort | spatial decision support systems principles and practices |
| title_sub | principles and practices |
| topic | Decision support systems Geographic information systems Entscheidungsunterstützungssystem (DE-588)4191815-0 gnd Geoinformationssystem (DE-588)4261642-6 gnd |
| topic_facet | Decision support systems Geographic information systems Entscheidungsunterstützungssystem Geoinformationssystem |
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