Introductory geographic information systems:
Gespeichert in:
Hauptverfasser: | , |
---|---|
Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Boston ; Munich [u.a.]
Pearson
2013
|
Ausgabe: | Internat. ed. |
Schriftenreihe: | Pearson series in geographic information science
Always learning |
Schlagworte: | |
Online-Zugang: | Inhaltsverzeichnis |
Beschreibung: | XXVI, 400 S. zahlr. Ill., graph. Darst., Kt. |
ISBN: | 9780133029536 0133029530 |
Internformat
MARC
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245 | 1 | 0 | |a Introductory geographic information systems |c John R. Jensen ; Ryan R. Jensen |
250 | |a Internat. ed. | ||
264 | 1 | |a Boston ; Munich [u.a.] |b Pearson |c 2013 | |
300 | |a XXVI, 400 S. |b zahlr. Ill., graph. Darst., Kt. | ||
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Datensatz im Suchindex
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adam_text | Titel: Introductory geographic information systems
Autor: Jensen, John R
Jahr: 2013
BRIEF CONTENTS
Chapter 1 Introduction to GIS 1
Chapter 2 Georeferencing 25
Chapter 3 Data for GIS 55
Chapter 4 Data Quality 107
Chapter 5 Spatial Data Models and Databases 125
Chapter 6 Spatial Analysis of Vector and Raster Data 149
Chapter 7 Network Analysis 195
Chapter 8 Statistics and Spatial Data Measurements 233
Chapter 9 Spatial Analysis of 3-Dimensional Data 257
Chapter 10 Cartography Using a GIS 279
Chapter 11 GIS Hardware/Software and Programming 321
Chapter 12 Future Considerations 339
Appendix 361
Glossary 379
Index 389
CONTENTS
PREFACE XX
ABOUT THE AUTHORS XXV
CHAPTER 1
INTRODUCTION TO GIS
What Are Spatial Data? 1
Spatial Questions 4
How Are Spatial Data Organized in a GIS? 4
Discrete Geographic Features 4
Continuous Geographic Features 6
Features Summarized by Geographic Area 6
Vector and Raster Data Structures 6
Vector Data Structure 6
Raster Data Structure 6
Spatial Data Infrastructures 7
Formal and Informal Definitions of GIS 8
Misconceptions about GIS 10
Misconception: A GIS Is Simply a Modified Graphics Arts or Computer-Aided-Design (CAD) Program 11
Misconception: A GIS Is Simply a Cartographic Mapping Program 11
Misconception: A GIS Is Simply a Software Package without Theoretical Foundation 11
Misconception: Traditional Paper Maps Are Just as Useful as a GIS 12
Misconception: A GIS Is No Different Than Any Other Information System 12
Components of a GIS 12
GIS Hardware 12
GIS Software 12
Humanware (Liveware) 16
GIS Data 16
Trends in GIS 17
The Business of GIS 17
GIS Software Development Industry 17
GIS Data Acquisition Industry 17
GIS Value-added Service Industry 18
vi
CONTENTS vii
Careers in GIS 18
Investing in GIS 19
Book Organization 20
Summary 20
Review Questions 20
Glossary 21
References 22
CHAPTER 2
GEOREFERENCING
Overview 25
Datums 25
Ellipsoids 25
Geoids 27
Horizontal Datums 27
Vertical Datums 28
Coordinate Systems 29
Cartesian Coordinate Systems 29
Latitude and Longitude 29
Measuring Distance Using Latitude and Longitude 30
The Globe 32
Map Projections 33
Developable Surfaces Used in Map Projections 35
Cylindrical Map Projections 36
Mercator 36
Universal Transverse Mercator 38
Space Oblique Mercator 39
Mollweide 39
Azimuthai (Planar) Map Projections 40
Perspective Azimuthal Map Projections 41
Lambert Azimuthal Equal-area 41
Azimuthal Equidistant 42
Conical Map Projections 42
Albers Equal-area Conic 42
Lambert Conformai Conic 42
Other Projections and Coordinate Systems 45
State Plane Coordinate Systems 46
Custom Map Projections 47
Implementation in a GIS 47
Tissot s Indicatrix 48
Summary 50
viii CONTENTS
Review Questions 50
Glossary 52
References 52
CHAPTER 3
DATA FOR GIS
Overview 55
In Situ Data Collection 55
Global Positioning System (GPS) 55
GIS Applications of GPS 56
History of the GPS 56
GPS System Components 57
Space Segment 57
Control Segment 57
User Segment 58
GPS Selective Availability 62
Other Global Navigation Satellite Systems 62
In Situ Land Surveying 62
Surveying Instruments and Techniques 62
Traditional Land Surveying 62
Surveying Using a Total Station 65
Surveying Using a SmartStation 66
In Situ Data Sampling or the Taking of a Census 67
Sampling 67
A Census 68
2010 United States Census 68
Digitization of Historical Spatial Information 70
Digitizing Tables and Tablets 70
Heads-up On-screen Digitization Using Scanned Maps or Images 71
Raster-Scanning 71
Microdensitometer Digitization 71
Linear and Area Array Charge-Coupled Device (CCD) Digitization 74
Remote Sensing Data Collection 76
The Remote Sensing Process 77
Resolution Considerations 77
Spectral Resolution 78
Spatial Resolution 79
Temporal Information and Resolution 81
Radiometric Resolution 81
Trade-offs between Spatial and Temporal Resolution 82
Polarization Information 82
Angular Information 83
Remote Sensing Terminology 83
Aerial Photography 83
Analog Vertical Aerial Photography 83
Digital Vertical Aerial Photography 83
Digital Oblique Aerial Photography 85
Multispectral Remote Sensing 85
Landsat 87
SPOT Image, Inc. HRV 87
GeoEye, Inc. IKONOS-2 and GeoEye-1 88
CONTENTS IX
DigitalGlobe, Inc. QuickBird and WorldView-2 88
NASA Terra and Aqua Multispectral Sensors 89
Hyperspectral Remote Sensing 89
Thermal-infrared Remote Sensing 91
Thermal-infrared Energy 91
Remote Sensing Thermal Characteristics 92
LiDAR Remote Sensing 94
Laser Remote Sensing 94
Extraction of Digital Surface Models (DSMs) 96
Extraction of a Bare-Earth DTM 98
RADAR Remote Sensing 99
RADAR Sensor Characteristics 99
RADAR Environmental Considerations 99
RADAR Interferometric Topographic Mapping 102
Remote Sensing Data Analysis 103
Analog (Visual) Image Processing 103
Digital Image Processing 103
Summary 103
Review Questions 103
Glossary 104
References 105
CHAPTER 4
DATA QUALITY
Overview 107
Metadata 107
Elements of Metadata 107
Federal Geographic Data Committee (FGDC) Metadata Standards 108
Metadata and GIS Software 108
Other Metadata Issues 108
Accuracy and Precision 108
Types of Error in Geospatial Data 110
Attribute Error 110
Acceptable Level of Accuracy 110
Random Spot-checking 111
Spatial Sampling 111
Creation of an Error Matrix and the Computation of Overall Accuracy, Producer s Accuracy,
User s Accuracy, and Kappa Coefficient of Agreement 111
Attribute Root-Mean-Square-Error (RMSE) 114
Attribute Logical Consistency 114
Attribute and Spatial Completeness 114
Positional Error 115
Map Accuracy Standards 115
United States National Map Accuracy Standards (NMAS) 115
ASPRS Map Accuracy Standards for Large-Scale Maps 115
FGDC National Standard for Spatial Data Accuracy (NSSDA) 116
X CONTENTS
Topological Error 117
Temporal Accuracy 117
Error Visualization 117
Error Propagation 118
Ecological Fallacy 118
Modifiable Areal Unit Problem 119
Summary 119
Review Questions 120
Glossary 121
References 122
CHAPTER 5
SPATIAL DATA MODELS AND
DATABASES
Overview 125
GIS Data Models 125
Vector Data 125
Points 125
Lines 126
Areas (Polygons) 126
Scale Considerations 127
Topology 128
Adjacency, Enclosure, and Connectivity 129
Georelational Vector Model 130
Arc Coverage 131
Shapefiles 131
Object-Based Vector Model 132
Classes 132
Geodatabases 133
Raster Data 134
Raster Cell Value 134
Cell Size 134
Raster Georeferencing 134
Raster File Formats 135
Vector and Raster Data Model Conversion 135
Vector-to-Raster Conversion 136
Raster-to-Vector Conversion 136
Databases 139
Flat Files 139
Relational Databases 139
Different Database Relationships 140
Relate and Join 141
Raster Databases 141
Types of Attribute Data 141
Adding and Deleting Attribute Fields 142
Date Entry 143
Integration with External Databases 143
CONTENTS xi
Data Query 143
Selection by Attribute 143
Selection by Location 144
Combinations of Data Queries 144
New Data Layers 145
Summary 146
Review Questions 146
Glossary 146
References 147
CHAPTER 6
SPATIAL ANALYSIS OF VECTOR
AND RASTER DATA
Overview 149
Vector Data Analysis 149
Buffering Using Vector Data 149
Buffering Point Features 149
Buffering Linear Features 150
Buffering Area Features 151
Buffer Dimensions 153
Types of Buffering 153
Arbitrary Buffering 154
Causative Buffering 154
Mandated Buffering 154
Overlay Using Vector Data 155
Types of Topological Overlay 155
Point-in-Polygon Overlay 155
Line-in-Polygon Overlay 155
Polygon-on-Polygon Overlay 157
Overlay Analysis Example 157
Overlay Analysis Using an Interactive Model-building Program 162
Raster Data Analysis 165
Raster Distance Measurement Operations 165
Buffering Using Raster Data 166
Local Raster Operations 168
Local Operations Applied to a Single Raster Dataset 168
Reclassification (Recoding) Using a Single Raster Dataset 169
Raster Reduction and Magnification 171
Local Operations Applied to Multiple Registered Raster Datasets 172
Map Algebra 173
Examples of Map Overlay Using Local Operations Applied to Multiple Registered Raster Datasets 174
Universal Soil Loss Prediction Using Map Overlay Local Operations Applied to Multiple Raster
Datasets 174
Sea-level-Rise Prediction Using Map Overlay Local Operations Applied to Multiple Raster Datasets 175
Neighborhood Raster Operations 180
Qualitative Raster Neighborhood Modeling 181
Quantitative Raster Neighborhood Modeling 182
Simple Univariate Statistics 182
XII CONTENTS
Spatial Convolution Filtering of Map and Image Data 182
Low-frequency Filtering in the Spatial Domain 183
High-frequency Filtering in the Spatial Domain 186
Edge Enhancement in the Spatial Domain 186
Linear Edge Enhancement 186
Nonlinear Edge Enhancement 188
Zonal Operations 189
Zonal Statistics 189
Zonal Statistics from a Single Raster 190
Zonal Statistics from Two Raster Datasets 190
Summary 191
Review Questions 191
Glossary 192
References 193
CHAPTER 7
NETWORK ANALYSIS
Overview 195
Geocoding 196
Geocoding Components 197
Preprocessing 198
Address Matching 198
Geocoding Quality 200
Types of Networks 200
Transportation (Undirected) Networks 200
Geometric Utility (Directed) Networks 200
Transportation (Undirected) Network Analysis 200
Building a Topologically Correct Transportation (Undirected) Network Geodatabase 201
Collect Source Network Information 201
Build Topologically Correct Network Dataset Elements 201
Specify the Network Analysis to be Performed and Solve the Problem 203
Network Analysis Problem: What Is the Optimum Route (Shortest Path)? 203
Source of the Network 203
Edge and Turn Impedance 203
Computing the Minimum Network Cost (e.g., Distance) Using an Impedance Matrix 204
Display of Straight Line or True Shape of the Optimum Route (Shortest Path) 205
Barriers and Other Restrictions 206
Network Analysis Problem: Traveling Salesperson Optimum Route 207
Traveling Salesman Optimum-Route Considerations 207
Optimum Route Written Directions 208
Network Analysis Problem: Where Is the Closest Facility? 208
Closest-Facility Analysis 208
Network Analysis Problem: What Is the Service Area of a Particular Facility? 209
Network Service Area Analysis 210
Joining Service Area and Point Information to Identify Candidate Locations 211
Use of Origin-Destination (O-D) Cost Matrix Information 212
CONTENTS XIII
Network Analysis Problem: Location-Allocation Modeling for Facility Location 213
Maximize Attendance Problem 214
The Network 214
Candidate Facilities That Provide Goods or Services 214
Demand Points for the Goods and Services 216
Model Assumptions and Results 216
Incorporating Existing Facilities in the Modeling Process 218
Network Analysis Problem: Maximize Market Share 218
Network Analysis Problem: Target Market Share 222
Geometric Utility (Directed) Network Analysis 222
Building a Topologically Correct Geometric Utility (Directed) Database 222
Collect Source Network Information 222
Build Topologically Correct Utility (Directed) Network Elements and Attributes 223
Specify the Network Analysis to Be Performed and Solve the Problem 225
Network Analysis Problem: Flow Direction in a Utility Network 226
Network Analysis Problem: Tracing Edges and Junctions Upstream or Downstream in a Utility Network 226
Network Analysis Problem: Using Barriers in a Utility Network 228
Network Analysis Problem: Network Schematic Diagrams 229
Summary 229
Review Questions 229
Glossary 230
References 231
CHAPTER 8
STATISTICS AND SPATIAL DATA
MEASUREMENTS______________________
Overview 233
Length (Distance) Measurement 233
Linear Distance Measurement Based on the Pythagorean Theorem 233
Manhattan Distance Measurement 235
Other Considerations 236
Polygon Perimeter and Area Measurements 236
Perimeter Measurement 237
Polygon Area Measurement 238
Raster Polygon Measurement 240
Descriptive Statistics 240
Descriptive Spatial Statistics 243
Mean Center 243
Standard Distance 244
Spatial Autocorrelation 244
Moran s I 245
Point Pattern Analysis 247
Quadrat Analysis 247
Nearest-Neighbor Point Analysis 249
xiv CONTENTS
Dispersed Distribution Index 250
Nearest-Neighbor Ratio 250
Nearest-Neighbor Test Statistic 251
Summary 252
Review Questions 252
Glossary 253
References 254
CHAPTER 9
SPATIAL ANALYSIS OF
3-DIMENSIONAL
DATA
Overview 257
Vector Representation and Processing of 3-Dimensional Data 258
Triangular Irregular Network (TIN) Data Structure 258
TIN Surface Processing 259
Displaying TIN Data 260
Isoline (e.g., Contour) Mapping Using TIN Data 261
Slope Mapping Using TIN Data 261
Aspect Mapping Using TIN Data 261
Raster Representation and Processing of 3-Dimensional Data 261
Spatial Interpolation 261
Nearest-neighbor Spatial Interpolation 262
Inverse-Distance-Weighting (IDW) Interpolation 263
Geostatistical Analysis, Autocorrelation, and Kriging Interpolation 265
Calculating Average Semivariance 267
Empirical Semivariogram 268
Spline Interpolation 270
Surface Processing of Raster 3-Dimensional Data 272
Black-and-White and Color Display 272
Slope Mapping Using Raster Data 274
Aspect Mapping Using Raster Data 276
Summary 276
Review Questions 276
Glossary 277
References 278
CONTENTS XV
CHAPTER 10
CARTOGRAPHY USING A GIS
Overview 279
Are You a Geographer/Cartographer at Heart? 279
Historical Cartography 280
The Oldest Maps 280
Medieval T-in-O Maps 280
Ptolemy s Geographica 150 AD 282
Age of Exploration, Printing, and Atlases 282
Modern Map-making 284
The Cartographic Process 285
Feature Type and Measurement Level 287
Feature Type 287
Geographic Measurement Level 288
Map Design Fundamentals 290
Map Composition (Layout) 290
Title 290
Typography 290
Font 292
Type Size 292
Type Style 292
Type Color 292
Thematic Content and the Figure-Ground Relationship 292
North Arrows and Compass Roses 293
Scale Bar 294
Legend 295
Graticule or Reference Grid 295
Geospatial Metadata 295
Mapping Point Data 296
Point Mapping Using Simple Symbols 296
Point Mapping Using Graduated Colors 296
Point Mapping Using Proportional or Graduated Symbols 296
Standardized Point Symbols 298
Mapping Linear Data 299
Line Mapping Using Simple Line Symbolization and Color 300
Flow Mapping Using Graduated (Proportional) Line Symbolization 300
Isarithmic Mapping 301
Topographic and Bathymétrie Contours 302
Mapping Area Data 306
Thematic Mapping of Spatial Data Unconstrained by Administrative Unit Boundaries 306
Thematic Mapping of Spatial Data Constrained by Administrative Units: Choropleth Mapping 306
xvi CONTENTS
Choropleth Mapping 306
Standardization 308
Number of Class Intervals 309
Choropleth Map Class Intervals 309
Choropleth Map Symbolization 310
Photomaps, Orthophotomaps, Imagemaps, and Orthoimagemaps 313
Uncontrolled Photomaps (Photomosaics) and Imagemaps 313
Controlled Photomaps and Imagemaps 313
Orthophotos, Orthophotomaps, Orthoimages, and Orthoimagemaps 315
National Digital Orthophoto Programs 316
USGS Digital Orthophotos 316
USDA National Agriculture Imagery Program (NAIP) 317
Summary 317
Review Questions 317
Glossary ^^^I^HHiH
References ^^^^^^^^^^B
CHAPTER 11
GIS HARDWARE/SOFTWARE AND
PROGRAMMING
Overview 321
GIS Hardware Considerations 321
Type of Computer 321
Personal Computers 322
Computer Workstations 322
Mainframe Computers 322
Central Processing Unit (CPU) 322
Memory (Read-Only and Random Access) 322
Operating System 323
Display 323
Input Devices 324
Digitizing Using a Digitizing Table 324
On-screen Digitizing 324
Output Devices 324
GIS Laboratories 324
GIS Data Storage and Archiving Considerations 324
Rapid Access Mass Storage and Backup 324
Long-term Data Storage and Archiving 325
GIS Software Considerations 325
GIS Software 326
ArcGIS® for Desktop 326
GRASS 326
CONTENTS XVÜ
IDRISI 326
Cost 328
Open-source GIS 328
Operating System 328
Data Capture and Data Formats 328
Incorporation of Vector, Raster, and GPS Data 329
Database Management 329
Cartographic Output 329
GIS Software Support 329
Online Manuals and Help 329
Customer Support 329
GIS Software User Groups 329
Software Maintenance Contracts 329
Online Training and/or Software Workshops 330
Integration of External Code and Software Modification 331
Hand-held GIS 331
Programming and GIS 331
When Should You Program? 331
Computer Programming Basics 332
How Can You Learn to Program? 332
Object-Oriented Programming 332
ArcObjects 333
Python-A Commonly Used Programming Language 333
GIS Programming Integration 334
Stand-alone GIS Programming Applications 335
Summary 335
Review Questions 335
Glossary 337
References 337
CHAPTER 12
FUTURE CONSIDERATIONS
Overview 339
GIS Career and Education Considerations 339
GIS Careers in the Public and Private Sectors 339
GIS Careers in the Public Sector 340
GIS Careers in the Private Sector 341
Association with Professional Organizations 341
Knowledge about Other Mapping Sciences (Geotechnologies) 343
GIS Certificates, Certification, and Licensure 344
GIS Certificates 344
GIS Certification 344
The GIS Certification Institute 344
ASPRS Certification 344
Esri Technical Certification 345
Potential GIS Licensure 345
Continuing Education 345
xviii CONTENTS
GIS Technical Considerations 345
Cloud Computing and GIS 346
Web-based GIS 347
Desktop versus Web-based GIS 348
Mobile GIS 348
Volunteered Geographic Information 349
Volunteered Geographic Information Quality 350
Improvements in Data Formats and Standards 350
Three-Dimensional Visualization 350
Terrain Visualization 350
Urban Infrastructure Visualization 350
Geospatial Public Access and Legal Considerations 353
Public Data Access 353
Freedom of Information Act 353
GIS Data Liability 353
Fourth Amendment Privacy Considerations 354
Integration of Remote Sensing and GIS 356
Advances in Data Collection Platforms 356
Advances in Remote Sensing Systems 357
Advances in Digital Image Processing 357
Summary 358
Review Questions 358
Glossary 358 ^
References 359 mk
APPENDIX: SOURCES OF
GEOSPATIAL INFORMATION 361
Table of Contents 361
Federal Geospatial Data Repositories 362
USGS EarthExplorer 362
USGS The National Map 363
Geo.Data.gov 363
U.S. Census Bureau 364
Open-source Volunteered Geographic Information (VGI) Repositories 365
OpenStreetMap 365
Commercial Geospatial Data Repositories 366
Esri ArcGIS* Online 366
Digital Elevation Data 367
Hydrography Data 368
Land Use/Land Cover and Biodiversity/Habitat Data 368
CONTENTS XIX
Network (Road) and Population Demographic Data 368
Remote Sensor Data-Public 368
State GIS Data Clearinghouses 368
References 368
GLOSSARY 379
INDEX 389
|
any_adam_object | 1 |
author | Jensen, John R. 1949- Jensen, Ryan R. 1973- |
author_GND | (DE-588)140803998 (DE-588)1032455756 |
author_facet | Jensen, John R. 1949- Jensen, Ryan R. 1973- |
author_role | aut aut |
author_sort | Jensen, John R. 1949- |
author_variant | j r j jr jrj r r j rr rrj |
building | Verbundindex |
bvnumber | BV040036512 |
classification_rvk | RB 10104 RB 10208 RB 10232 |
ctrlnum | (OCoLC)795771802 (DE-599)GBV669308609 |
dewey-full | 910.285 |
dewey-hundreds | 900 - History & geography |
dewey-ones | 910 - Geography and travel |
dewey-raw | 910.285 |
dewey-search | 910.285 |
dewey-sort | 3910.285 |
dewey-tens | 910 - Geography and travel |
discipline | Geographie |
edition | Internat. ed. |
format | Book |
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genre | (DE-588)4151278-9 Einführung gnd-content |
genre_facet | Einführung |
id | DE-604.BV040036512 |
illustrated | Illustrated |
indexdate | 2024-07-10T00:16:38Z |
institution | BVB |
isbn | 9780133029536 0133029530 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-024893301 |
oclc_num | 795771802 |
open_access_boolean | |
owner | DE-703 DE-29 DE-473 DE-BY-UBG DE-20 DE-824 |
owner_facet | DE-703 DE-29 DE-473 DE-BY-UBG DE-20 DE-824 |
physical | XXVI, 400 S. zahlr. Ill., graph. Darst., Kt. |
publishDate | 2013 |
publishDateSearch | 2013 |
publishDateSort | 2013 |
publisher | Pearson |
record_format | marc |
series2 | Pearson series in geographic information science Always learning |
spelling | Jensen, John R. 1949- Verfasser (DE-588)140803998 aut Introductory geographic information systems John R. Jensen ; Ryan R. Jensen Internat. ed. Boston ; Munich [u.a.] Pearson 2013 XXVI, 400 S. zahlr. Ill., graph. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier Pearson series in geographic information science Always learning Geoinformationssystem (DE-588)4261642-6 gnd rswk-swf (DE-588)4151278-9 Einführung gnd-content Geoinformationssystem (DE-588)4261642-6 s DE-604 Jensen, Ryan R. 1973- Verfasser (DE-588)1032455756 aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024893301&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
spellingShingle | Jensen, John R. 1949- Jensen, Ryan R. 1973- Introductory geographic information systems Geoinformationssystem (DE-588)4261642-6 gnd |
subject_GND | (DE-588)4261642-6 (DE-588)4151278-9 |
title | Introductory geographic information systems |
title_auth | Introductory geographic information systems |
title_exact_search | Introductory geographic information systems |
title_full | Introductory geographic information systems John R. Jensen ; Ryan R. Jensen |
title_fullStr | Introductory geographic information systems John R. Jensen ; Ryan R. Jensen |
title_full_unstemmed | Introductory geographic information systems John R. Jensen ; Ryan R. Jensen |
title_short | Introductory geographic information systems |
title_sort | introductory geographic information systems |
topic | Geoinformationssystem (DE-588)4261642-6 gnd |
topic_facet | Geoinformationssystem Einführung |
url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024893301&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
work_keys_str_mv | AT jensenjohnr introductorygeographicinformationsystems AT jensenryanr introductorygeographicinformationsystems |