| Foreword | 5 |
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| Dedications | 7 |
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| Contents | 8 |
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| About the Contributors | 13 |
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| 1 Applying Geospatial Technologies in Urban Environments | 15 |
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| 1.1 About this book | 15 |
| 1.2 Chapters | 16 |
| 2 Remote Sensing of Impervious Surfaces and Building Infrastructure | 19 |
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| 2.1 Introduction | 19 |
| 2.2 Conventional Methods | 20 |
| 2.3 Remote Sensing Process | 20 |
| 2.4 Conclusion | 34 |
| References | 34 |
| 3 Policy Implications of Remote Sensing in Understanding Urban Environments: Developing a Wetlands Inventory for Community Decision- Making in Lucas County, Ohio | 36 |
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| 3.1 Wetlands | 37 |
| 3.2 Study Area | 38 |
| 3.3 Background | 40 |
| 3.4 Analysis | 43 |
| 3.5 Conclusions | 47 |
| 3.6 Acknowledgements | 48 |
| References | 48 |
| 4 Making Spatial Data Usable to the General Public: a Case Study in Tax Mapping | 50 |
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| 4.1 Background | 50 |
| 4.2 GIS and Public Access to Tax Data | 52 |
| 4.3 Organizing GIS Data Layers | 52 |
| 4.4 Creation of the Tax Map Public Access Website | 53 |
| 4.5 Implementation of the Website | 56 |
| 4.6 Discussion | 57 |
| 4.7 Conclusion | 57 |
| References | 59 |
| 5 Modeling Human-Environment Interactions | 60 |
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| 5.1 The Expansion Method | 60 |
| 5.2 Making Sense of the Local: The Use of the Expansion Method to Assess and Explore Contingency | 61 |
| 5.3 Human | 61 |
| 63 | 61 |
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| 5.4 Rationale for Adopting Casetti to Model Human- Environment Interaction | 64 |
| 5.5 Conclusion | 64 |
| References | 66 |
| 6 The Relationship Between Urban Leaf Area and Summertime Household Energy Usage | 68 |
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| 6.1 Introduction | 68 |
| 6.2 Methods | 69 |
| 6.3 Results | 72 |
| 6.4 Discussion | 73 |
| Acknowledgement | 74 |
| References | 74 |
| 7 The Urban Environment, Socioeconomic Conditions, and Quality of Life: An Alternative Framework for Understanding and Assessing Environmental Justice | 76 |
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| 7.1 Introduction | 76 |
| 7.2 Methods | 79 |
| 7.3 Results | 82 |
| 7.4 Discussion | 83 |
| References | 83 |
| 8 Image Homogeneity and Urban Demographics: An Integrated Approach to Applied Geo-techniques | 86 |
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| 8.1 Image Texture | 86 |
| 8.2 Methods | 87 |
| 8.3 Results | 89 |
| 8.4 Discussion | 91 |
| References | 92 |
| 9 Local Government Perceptions of Urban Forestry | 93 |
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| 9.1 Composition and size of the Urban Forest | 95 |
| 9.2 Policy Learning | 95 |
| 9.3 The Political Leader’s View of the Urban Forest | 96 |
| 9.4 Knowledge, the Relationship Model, Understanding and Closing the Gap in Local Government Perceptions of the Urban Forest | 101 |
| References | 101 |
| 10 Satellite Remote Sensing of Urban Heat Islands: Current Practice and Prospects | 103 |
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| 10.1 Current Practice in Remote Sensing of UHIs | 104 |
| 10.2 Basic Theory of Thermal Remote Sensing of LST | 105 |
| 10.3 Recent Trends | 109 |
| 10.4 Urban Heat Island vs. Urban Heat Sink: Case Studies | 110 |
| 10.5 Discussion and Conclusions | 117 |
| References | 119 |
| 11 Remote Sensing as a Program Assessment Device: The case of Urban Forestry and the Competition for Local Investment | 124 |
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| 11.1 The Politics of Local Economic Development | 125 |
| 11.2 From Grassroots to Public Policy: Environmentalism | 126 |
| 11.3 Urban Forestry Assessment Case Studies | 134 |
| 11.4 Urban Forestry Policies Up Close | 137 |
| 11.5 Methods | 141 |
| 11.6 Conclusion | 142 |
| Acknowledgement | 143 |
| References | 143 |
| 12 Urban Sprawl Detection Using Satellite Imagery and Geographically Weighted Regression | 147 |
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| 12.1 Introduction | 147 |
| 12.2 Change Detection Techniques | 149 |
| 12.3 Geographically Weighted Regression | 150 |
| 12.4 Data and Methods | 151 |
| 12.5 Results | 154 |
| 12.6 Conclusion | 160 |
| References | 160 |
| 13 Satellites, Census, and the Quality of Life | 162 |
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| 13.1 Study Area | 162 |
| 13.2 Census Data | 163 |
| 13.3 Factor Analysis | 164 |
| 13.4 Observed Values | 166 |
| 13.5 Structural Variables from Landsat Imagery | 171 |
| 13.6 NDVI from Multispectral Imagery | 171 |
| 13.7 Predicted Values | 171 |
| 13.8 Regression | 175 |
| 13.9 Summary and Conclusion | 178 |
| References | 178 |
| 14 Urban Environmental Approaches: Policy, Application | 178 |
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| 180 | 178 |
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| 14.1 Case Studies | 180 |
| 14.2 Conclusion | 182 |
| References | 183 |
| Index | 184 |