Spatial decision support systems: principles and practices
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton, Fla. [u.a.]
CRC Press, Taylor & Francis Group
2011
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XXII, 469 S. Ill., graph. Darst., Kt. |
| ISBN: | 9781420062090 |
Internformat
MARC
| LEADER | 00000nam a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV037374468 | ||
| 003 | DE-604 | ||
| 005 | 20160914 | ||
| 007 | t | ||
| 008 | 110502s2011 xxuabd| |||| 00||| eng d | ||
| 010 | |a 2010028317 | ||
| 020 | |a 9781420062090 |c Hardcover |9 978-1-420-06209-0 | ||
| 035 | |a (OCoLC)730003845 | ||
| 035 | |a (DE-599)BVBBV037374468 | ||
| 040 | |a DE-604 |b ger |e aacr | ||
| 041 | 0 | |a eng | |
| 044 | |a xxu |c US | ||
| 049 | |a DE-1050 |a DE-83 | ||
| 050 | 0 | |a T58.62 | |
| 082 | 0 | |a 658.4/03 | |
| 084 | |a RB 10104 |0 (DE-625)142220:12617 |2 rvk | ||
| 084 | |a ST 630 |0 (DE-625)143685: |2 rvk | ||
| 100 | 1 | |a Sugumaran, Ramanathan |e Verfasser |0 (DE-588)143042696 |4 aut | |
| 245 | 1 | 0 | |a Spatial decision support systems |b principles and practices |c Ramanathan Sugumaran, John DeGroote |
| 264 | 1 | |a Boca Raton, Fla. [u.a.] |b CRC Press, Taylor & Francis Group |c 2011 | |
| 300 | |a XXII, 469 S. |b Ill., graph. Darst., Kt. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 4 | |a Decision support systems | |
| 650 | 4 | |a Geographic information systems | |
| 650 | 0 | 7 | |a Entscheidungsunterstützungssystem |0 (DE-588)4191815-0 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Geoinformationssystem |0 (DE-588)4261642-6 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Geoinformationssystem |0 (DE-588)4261642-6 |D s |
| 689 | 0 | 1 | |a Entscheidungsunterstützungssystem |0 (DE-588)4191815-0 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a DeGroote, John |e Sonstige |0 (DE-588)143042785 |4 oth | |
| 856 | 4 | 2 | |m HBZ Datenaustausch |q application/pdf |u 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 |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-022527740 | ||
Datensatz im Suchindex
| _version_ | 1804145657158565888 |
|---|---|
| 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
|
| any_adam_object | 1 |
| author | Sugumaran, Ramanathan |
| author_GND | (DE-588)143042696 (DE-588)143042785 |
| author_facet | Sugumaran, Ramanathan |
| author_role | aut |
| author_sort | Sugumaran, Ramanathan |
| author_variant | r s rs |
| building | Verbundindex |
| bvnumber | BV037374468 |
| callnumber-first | T - Technology |
| callnumber-label | T58 |
| callnumber-raw | T58.62 |
| callnumber-search | T58.62 |
| callnumber-sort | T 258.62 |
| callnumber-subject | T - General Technology |
| classification_rvk | RB 10104 ST 630 |
| ctrlnum | (OCoLC)730003845 (DE-599)BVBBV037374468 |
| dewey-full | 658.4/03 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 658 - General management |
| dewey-raw | 658.4/03 |
| dewey-search | 658.4/03 |
| dewey-sort | 3658.4 13 |
| dewey-tens | 650 - Management and auxiliary services |
| discipline | Informatik Wirtschaftswissenschaften Geographie |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01754nam a2200433zc 4500</leader><controlfield tag="001">BV037374468</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20160914 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">110502s2011 xxuabd| |||| 00||| eng d</controlfield><datafield tag="010" ind1=" " ind2=" "><subfield code="a">2010028317</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781420062090</subfield><subfield code="c">Hardcover</subfield><subfield code="9">978-1-420-06209-0</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)730003845</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV037374468</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">aacr</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">xxu</subfield><subfield code="c">US</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-1050</subfield><subfield code="a">DE-83</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">T58.62</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">658.4/03</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">RB 10104</subfield><subfield code="0">(DE-625)142220:12617</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 630</subfield><subfield code="0">(DE-625)143685:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Sugumaran, Ramanathan</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)143042696</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Spatial decision support systems</subfield><subfield code="b">principles and practices</subfield><subfield code="c">Ramanathan Sugumaran, John DeGroote</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Boca Raton, Fla. [u.a.]</subfield><subfield code="b">CRC Press, Taylor & Francis Group</subfield><subfield code="c">2011</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XXII, 469 S.</subfield><subfield code="b">Ill., graph. Darst., Kt.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Decision support systems</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Geographic information systems</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Entscheidungsunterstützungssystem</subfield><subfield code="0">(DE-588)4191815-0</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Geoinformationssystem</subfield><subfield code="0">(DE-588)4261642-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Geoinformationssystem</subfield><subfield code="0">(DE-588)4261642-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Entscheidungsunterstützungssystem</subfield><subfield code="0">(DE-588)4191815-0</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">DeGroote, John</subfield><subfield code="e">Sonstige</subfield><subfield code="0">(DE-588)143042785</subfield><subfield code="4">oth</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">HBZ Datenaustausch</subfield><subfield code="q">application/pdf</subfield><subfield code="u">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</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-022527740</subfield></datafield></record></collection> |
| id | DE-604.BV037374468 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T23:22:56Z |
| institution | BVB |
| isbn | 9781420062090 |
| language | English |
| lccn | 2010028317 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-022527740 |
| oclc_num | 730003845 |
| open_access_boolean | |
| owner | DE-1050 DE-83 |
| owner_facet | DE-1050 DE-83 |
| physical | XXII, 469 S. Ill., graph. Darst., Kt. |
| publishDate | 2011 |
| publishDateSearch | 2011 |
| publishDateSort | 2011 |
| publisher | CRC Press, Taylor & Francis Group |
| record_format | marc |
| 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 |
| subject_GND | (DE-588)4191815-0 (DE-588)4261642-6 |
| 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 |
| url | 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 |
| work_keys_str_mv | AT sugumaranramanathan spatialdecisionsupportsystemsprinciplesandpractices AT degrootejohn spatialdecisionsupportsystemsprinciplesandpractices |