Foreword |
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x | |
Dedication |
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xi | |
Preface |
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xii | |
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xvii | |
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1 | (72) |
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1 Systems, Science, and Study |
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3 | (36) |
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1.1 Introduction: Why Does GIS Matter? |
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4 | (7) |
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11 | (1) |
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1.2 Data, Information, Knowledge, Evidence, Wisdom |
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11 | (2) |
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13 | (4) |
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1.3.1 The Science of Problem Solving |
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13 | (3) |
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1.3.2 The Technology of Problem Solving |
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16 | (1) |
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1.4 A Brief History of GIS |
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17 | (1) |
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18 | (8) |
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22 | (4) |
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26 | (4) |
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1.6.1 The Software Industry |
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26 | (1) |
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26 | (1) |
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1.6.3 The GIServices Industry |
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27 | (1) |
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1.6.4 The GeoWeb Services Industry |
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27 | (1) |
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1.6.5 The Publishing Industry |
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28 | (1) |
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29 | (1) |
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1.7 GISystems, GIScience, and GIStudies |
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30 | (4) |
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1.8 GIS and the Study of Geography |
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34 | (5) |
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Questions for Further Study |
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36 | (1) |
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37 | (2) |
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2 A Gallery of Applications |
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39 | (34) |
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40 | (3) |
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2.1.1 One Day of Life with GIS |
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40 | (3) |
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43 | (1) |
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2.2 Science, Geography, and Applications |
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43 | (2) |
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2.2.1 Scientific Questions and GIS Operations |
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43 | (1) |
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2.2.2 GIScience Applications |
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44 | (1) |
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2.3 Representative Application Areas and Their Foundations |
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45 | (26) |
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2.3.1 Introduction and Overview |
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45 | (1) |
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2.3.2 Government and Public Service |
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46 | (5) |
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2.3.3 Business and Service Planning |
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51 | (9) |
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2.3.4 Logistics and Transportation |
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60 | (6) |
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66 | (5) |
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71 | (2) |
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Questions for Further Study |
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71 | (1) |
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71 | (2) |
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73 | (106) |
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75 | (24) |
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76 | (1) |
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3.2 Digital Representation |
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77 | (2) |
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3.3 Representation of What and for Whom? |
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79 | (2) |
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3.4 The Fundamental Problem |
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81 | (2) |
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3.5 Discrete Objects and Continuous Fields |
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83 | (4) |
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83 | (2) |
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85 | (2) |
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87 | (3) |
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87 | (1) |
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88 | (1) |
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3.6.3 Representing Continuous Fields |
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89 | (1) |
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90 | (2) |
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92 | (4) |
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3.8.1 Generalization about Places |
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92 | (3) |
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3.8.2 Generalization about Properties |
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95 | (1) |
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3.8.3 Representation using VGI |
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95 | (1) |
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96 | (3) |
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Questions for Further Study |
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97 | (1) |
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97 | (2) |
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4 The Nature of Geographic Data |
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99 | (24) |
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100 | (1) |
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4.2 The Fundamental Problem Revisited |
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100 | (2) |
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4.3 Spatial Autocorrelation and Scale |
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102 | (3) |
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105 | (3) |
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108 | (5) |
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4.6 Measuring Distance Effects as Spatial Autocorrelation |
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113 | (5) |
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4.7 Taming Geographic Monsters |
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118 | (1) |
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4.8 Induction and Deduction and How It All Comes Together |
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119 | (4) |
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Questions for Further Study |
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120 | (1) |
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121 | (2) |
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123 | (24) |
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124 | (1) |
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125 | (2) |
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5.3 Postal Addresses and Postal Codes |
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127 | (2) |
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129 | (1) |
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5.5 Linear Referencing Systems |
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130 | (1) |
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5.6 Cadasters and the U.S. Public Land Survey System |
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131 | (1) |
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5.7 Measuring the Earth: Latitude and Longitude |
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132 | (3) |
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5.8 Projections and Coordinates |
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135 | (6) |
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5.8.1 The Plate Carree or Cylindrical Equidistant Projection |
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137 | (1) |
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5.8.2 The Universal Transverse Mercator Projection |
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138 | (1) |
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5.8.3 State Plane Coordinates and Other Local Systems |
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139 | (2) |
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5.9 Measuring Latitude, Longitude, and Elevation: GPS |
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141 | (1) |
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5.10 Converting Georeferences |
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141 | (1) |
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5.11 Geotagging and Mashups |
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142 | (1) |
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143 | (2) |
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145 | (2) |
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Questions for Further Study |
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145 | (1) |
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145 | (2) |
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147 | (32) |
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148 | (1) |
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6.2 Uncertainty in the Conception of Geographic Phenomena |
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149 | (10) |
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6.2.1 Conceptions of Place: Units of Analysis |
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149 | (2) |
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6.2.2 Conceptions of Attributes: Vagueness and Ambiguity |
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151 | (6) |
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6.2.3 Fuzzy Approaches to Attribute Classification |
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157 | (2) |
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6.3 Further Uncertainty in the Representation of Geographic Phenomena |
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159 | (7) |
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6.3.1 Representation of Place/Location |
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159 | (2) |
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6.3.2 Statistical Models of Uncertainty in Attribute Measures |
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161 | (4) |
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6.3.3 Statistical Models of Uncertainty in Location Measures |
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165 | (1) |
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6.4 Further Uncertainty in the Analysis of Geographic Phenomena |
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166 | (8) |
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6.4.1 Internal and External Validation through Spatial Analysis |
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166 | (1) |
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6.4.2 Validation through Autocorrelation: The Spatial Structure of Errors |
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167 | (3) |
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6.4.3 Validation through Investigating the Effects of Aggregation and Scale |
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170 | (2) |
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6.4.4 Validation with Reference to External Sources: Data Integration and Shared Lineage |
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172 | (2) |
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6.4.5 Internal and External Validation; Induction and Deduction |
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174 | (1) |
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174 | (5) |
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Questions for Further Study |
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177 | (1) |
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177 | (2) |
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179 | (116) |
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181 | (26) |
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182 | (1) |
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7.2 The Evolution of GIS Software |
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182 | (1) |
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7.3 Architecture of GIS Software |
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183 | (6) |
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7.3.1 Project, Departmental, and Enterprise GIS |
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183 | (1) |
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7.3.2 The Three-Tier Architecture |
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184 | (2) |
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7.3.3 Software Data Models and Customization |
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186 | (1) |
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7.3.4 GIS on the Desktop and on the Web |
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187 | (2) |
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7.4 Building GIS Software Systems |
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189 | (1) |
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189 | (3) |
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189 | (1) |
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190 | (1) |
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191 | (1) |
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192 | (1) |
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7.6 Types of GIS Software Systems |
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192 | (13) |
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7.6.1 Desktop GIS Software |
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193 | (3) |
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196 | (1) |
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197 | (3) |
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200 | (2) |
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202 | (1) |
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203 | (1) |
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7.6.7 Other Types of GIS Software |
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204 | (1) |
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205 | (2) |
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Questions for Further Study |
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205 | (1) |
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206 | (1) |
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8 Geographic Data Modeling |
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207 | (22) |
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208 | (1) |
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8.1.1 Data Model Overview |
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208 | (1) |
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8.1.2 Levels of Data Model Abstraction |
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208 | (1) |
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209 | (15) |
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8.2.1 CAD, Graphical, and Image GIS Data Models |
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210 | (1) |
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211 | (3) |
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214 | (7) |
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221 | (3) |
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8.3 Example of a Water-Facility Object Data Model |
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224 | (2) |
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8.4 Geographic Data Modeling in Practice |
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226 | (3) |
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Questions for Further Study |
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228 | (1) |
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228 | (1) |
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229 | (22) |
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230 | (2) |
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9.1.1 Data Collection Workflow |
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231 | (1) |
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9.2 Primary Geographic Data Capture |
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232 | (4) |
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9.2.1 Raster Data Capture |
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232 | (2) |
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9.2.2 Vector Data Capture |
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234 | (2) |
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9.3 Secondary Geographic Data Capture |
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236 | (7) |
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9.3.1 Raster Data Capture Using Scanners |
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236 | (2) |
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9.3.2 Vector Data Capture |
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238 | (5) |
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9.4 Obtaining Data from External Sources (Data Transfer) |
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243 | (4) |
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9.4.1 Geographic Data Formats |
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245 | (2) |
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9.5 Capturing Attribute Data |
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247 | (1) |
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9.6 Citizen-centric Web-Based Data Collection |
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247 | (1) |
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9.7 Managing a Data Collection Project |
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247 | (4) |
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Questions for Further Study |
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249 | (1) |
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249 | (2) |
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10 Creating and Maintaining Geographic Databases |
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251 | (24) |
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252 | (1) |
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10.2 Database Management Systems |
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252 | (4) |
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253 | (1) |
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10.2.2 Geographic DBMS Extensions |
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254 | (2) |
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10.3 Storing Data in DBMS Tables |
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256 | (3) |
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259 | (1) |
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10.5 Geographic Database Types and Functions |
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260 | (2) |
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10.6 Geographic Database Design |
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262 | (2) |
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10.6.1 The Database Design Process |
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262 | (2) |
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10.7 Structuring Geographic Information |
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264 | (6) |
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264 | (2) |
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266 | (4) |
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10.8 Editing and Data Maintenance |
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270 | (1) |
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10.9 Multiuser Editing of Continuous Databases |
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271 | (1) |
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271 | (1) |
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271 | (1) |
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272 | (3) |
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Questions for Further Study |
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274 | (1) |
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274 | (1) |
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275 | (20) |
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276 | (3) |
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11.2 Distributing the Data |
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279 | (5) |
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11.2.1 Object-Level Metadata |
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280 | (3) |
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11.2.2 Geolibraries and Geoportals |
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283 | (1) |
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284 | (6) |
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11.3.1 Virtual Reality and Augmented Reality |
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285 | (3) |
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11.3.2 Location-Based Services |
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288 | (2) |
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11.3.3 Issues in Mobile GIS |
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290 | (1) |
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11.4 Distributing the Software: GIServices |
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290 | (3) |
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11.4.1 Service-Oriented Architecture |
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291 | (2) |
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293 | (2) |
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Questions for Further Study |
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293 | (1) |
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294 | (1) |
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295 | (130) |
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12 Cartography and Map Production |
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297 | (26) |
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298 | (4) |
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12.2 Maps and Cartography |
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302 | (4) |
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304 | (2) |
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12.3 Principles of Map Design |
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306 | (9) |
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307 | (1) |
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308 | (7) |
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315 | (4) |
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319 | (1) |
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320 | (3) |
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Questions for Further Study |
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322 | (1) |
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322 | (1) |
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323 | (28) |
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13.1 Introduction: Uses, Users, Messages, and Media |
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324 | (3) |
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13.2 Geovisualization, Spatial Query, and User Interaction |
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327 | (7) |
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327 | (5) |
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13.2.2 Spatial Query Online and the GeoWeb |
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332 | (2) |
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13.3 Geovisualization and Interactive Transformation |
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334 | (5) |
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334 | (1) |
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335 | (1) |
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13.3.3 Remodeling Spatial Distributions as Dasymetric Maps |
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336 | (3) |
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13.4 Participation, Interaction, and Immersion |
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339 | (8) |
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13.4.1 Public Participation in GIS (PPGIS) |
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339 | (1) |
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13.4.2 2.5-D and 3-D Representation |
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340 | (4) |
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13.4.3 Hand-held Computing and Augmented Reality |
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344 | (1) |
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13.4.4 Scientific Visualization (ViSC) and Virtual Reality |
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344 | (3) |
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347 | (4) |
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Questions for Further Study |
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348 | (1) |
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349 | (2) |
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351 | (30) |
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14.1 Introduction: What Is Spatial Analysis? |
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352 | (3) |
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353 | (2) |
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14.2 Analysis Based on Location |
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355 | (8) |
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14.2.1 Analysis of Attribute Tables |
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356 | (4) |
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360 | (1) |
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14.2.3 The Point-in-Polygon Operation |
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360 | (1) |
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361 | (2) |
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363 | (1) |
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14.3 Analysis Based on Distance |
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363 | (15) |
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14.3.1 Measuring Distance and Length |
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364 | (2) |
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366 | (2) |
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368 | (2) |
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14.3.4 Dependence at a Distance |
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370 | (1) |
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14.3.5 Density Estimation |
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371 | (2) |
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14.3.6 Spatial Interpolation |
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373 | (5) |
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378 | (3) |
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Questions for Further Study |
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378 | (1) |
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379 | (2) |
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15 Spatial Analysis and Inference |
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381 | (22) |
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15.1 The Purpose of Area-Based Analyses |
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382 | (2) |
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15.1.1 Measurement of Area |
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382 | (1) |
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15.1.2 Measurement of Shape |
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382 | (2) |
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384 | (2) |
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384 | (2) |
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386 | (1) |
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15.3 Analysis of Surfaces |
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386 | (7) |
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387 | (1) |
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15.3.2 Modeling Travel on a Surface |
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388 | (1) |
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15.3.3 Computing Watersheds and Channels |
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389 | (2) |
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15.3.4 Computing Visibility |
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391 | (2) |
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393 | (4) |
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393 | (2) |
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395 | (2) |
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397 | (4) |
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15.5.1 Hypothesis Tests on Geographic Data |
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398 | (3) |
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401 | (2) |
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Questions for Further Study |
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401 | (1) |
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401 | (2) |
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16 Spatial Modeling with GIS |
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403 | (22) |
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404 | (3) |
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406 | (1) |
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16.1.2 To Analyze or to Model? |
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406 | (1) |
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407 | (10) |
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16.2.1 Static Models and Indicators |
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407 | (3) |
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16.2.2 Individual and Aggregate Models |
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410 | (4) |
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414 | (1) |
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16.2.4 Cartographic Modeling and Map Algebra |
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414 | (3) |
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16.3 Technology for Modeling |
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417 | (1) |
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16.3.1 Operationalizing Models in GIS |
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417 | (1) |
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417 | (1) |
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16.3.3 Cataloging and Sharing Models |
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418 | (1) |
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16.4 Multicriteria Methods |
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418 | (2) |
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16.5 Accuracy and Validity: Testing the Model |
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420 | (5) |
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422 | (1) |
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Questions for Further Study |
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422 | (1) |
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423 | (2) |
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425 | (101) |
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427 | (24) |
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428 | (1) |
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17.2 The Case for GIS: ROI |
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429 | (5) |
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17.3 The Process of Developing a Sustainable GIS |
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434 | (12) |
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436 | (5) |
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17.3.2 Implementing a GIS |
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441 | (2) |
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17.3.3 Managing a Sustainable, Operational GIS |
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443 | (3) |
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17.4 Sustaining a GIS---The People and Their Competences |
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446 | (2) |
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17.4.1 GIS Staff and the Teams Involved |
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446 | (1) |
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447 | (1) |
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17.4.3 Coping with Uncertainty |
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447 | (1) |
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448 | (3) |
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Questions for Further Study |
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448 | (1) |
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449 | (2) |
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18 Operating Safely with GIS |
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451 | (26) |
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452 | (1) |
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18.2 GIS and Decision Making |
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452 | (2) |
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18.3 Organizational Context |
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454 | (1) |
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18.4 Geographic Information |
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454 | (5) |
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18.4.1 The Characteristics of Information |
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454 | (4) |
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18.4.2 Additional Characteristics of GI |
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458 | (1) |
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18.5 GIS, GI, and Key Management Issues |
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459 | (16) |
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459 | (6) |
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18.5.2 Trading in GI and the Role of Government |
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465 | (4) |
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469 | (3) |
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18.5.4 GIS Ethics and Decision Making |
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472 | (2) |
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474 | (1) |
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475 | (2) |
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Questions for Further Study |
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476 | (1) |
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476 | (1) |
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477 | (24) |
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478 | (1) |
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19.2 Commercial Partnerships |
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478 | (1) |
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19.3 Spatial Data Infrastructures |
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479 | (15) |
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480 | (2) |
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19.3.2 SDI Partnerships at the Global Level |
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482 | (2) |
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19.3.3 SDI Partnerships at the Multicountry Level |
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484 | (6) |
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19.3.4 SDI Partnerships at the National Level |
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490 | (2) |
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19.3.5 SDI Partnerships at the Subnational or Local Level |
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492 | (2) |
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19.4 Partnerships of Individual Volunteers |
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494 | (1) |
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19.5 Have SDIs Been a Success? |
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495 | (3) |
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19.6 Nationalism, Globalization, Politics, and GIS |
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498 | (3) |
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Questions for Further Study |
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499 | (1) |
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499 | (2) |
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20 Epilogue: GIS&S in the Service of Humanity |
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501 | (25) |
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502 | (1) |
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20.2 The Differentiated World |
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502 | (1) |
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503 | (15) |
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20.3.1 The Global View of Governments |
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503 | (1) |
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20.3.2 Challenges Amenable to Use of GIS&S |
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504 | (14) |
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20.4 Seeking the Root Causes |
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518 | (1) |
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20.5 Meeting the Challenges |
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519 | (4) |
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20.5.1 Why GIS&S Should Enable Us to Make a Difference |
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520 | (3) |
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523 | (3) |
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Questions for Further Study |
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525 | (1) |
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525 | (1) |
Index |
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526 | |