
Detecting and Modeling the Changes of Land Use and Land Cover for Land Use Planning in Da Nang City, Vietnam
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Content
- Intro
- Acknowledgment
- Preface
- Abstract
- Zusammenfassung
- Abbreviations
- List of Tables
- List of Figures
- Chapter 1 Introduction
- 1.1 Study background
- 1.2 Statement of the problem
- 1.3 Research objectives
- 1.3.1 General objectives
- 1.3.2 Specific objectives
- 1.4 Outline of thesis
- Chapter 2 Theoretical Background
- Abstract
- 2.1 Land use and land cover
- 2.1.1 Definition and clarifications
- 2.1.2 LULC change
- 2.1.3 LULC change causes and consequences
- 2.1.4 Driving factors of LULC change
- 2.2 Combination of remote sensing and geographic information systems
- 2.3 Definition of landscape metric
- 2.4 Model and modeling
- 2.4.1 Definition
- 2.4.2 Kinds of models
- 2.4.3 LULC modeling
- Chapter 3 Study Area
- 3.1 Natural conditions
- 3.1.1 Location and area
- 3.1.2 Topography
- 3.1.3 Meteorological conditions
- 3.1.4 Hydrologic conditions
- 3.1.5 Natural resources
- 3.2 Social and economic conditions
- 3.2.1 Economic development
- 3.2.2 Economic structure
- 3.2.3 The situation of economic sectors
- 3.2.4 Population, labor, employment, and income
- 3.2.5 The situation of infrastructure
- 3.3 General assessment of natural, socioeconomic condition
- Chapter 4 Data and Methodology
- Abstract
- 4.1 Sensor systems
- 4.2 Data collection
- 4.3 Image preprocessing
- 4.3.1 Geometric correction
- 4.3.2 Radiometric normalization
- 4.4 Image classification and accuracy assessment
- 4.4.1 Image classification
- 4.4.2 Accuracy assessment
- 4.5 Change detection
- 4.6 Landscape metrics
- 4.7 Modeling LULC change
- 4.7.1 Nonspatial model
- 4.7.2 Spatial model
- 4.7.3 Accuracy assessment of model
- 4.8 ANOVA analysis for landscape metrics under scenarios
- Chapter 5 Land-Use/Cover Changes
- Abstract
- 5.1 Spatial-temporal dynamics and evolution of LULC changes
- 5.1.1 Urban
- 5.1.2 Agriculture
- 5.1.3 Forest
- 5.1.4 Shrub
- 5.1.5 Barren
- 5.1.6 Water
- 5.2 Landscape pattern analysis at class level
- 5.3 Discussions and conclusions
- Chapter 6 Modeling Land Use/Cover Changes
- Abstract
- 6.1 Demands of land-use/cover types
- 6.1.1 Demands of land-use/cover types from 1996 to 2009
- 6.1.2 Demands of land-use/cover types from 2009 to 2030
- 6.2 Driving factors for allocation
- 6.3 Logistic regression analysis
- 6.4 Elasticity coefficients
- 6.5 Conversion matrix
- 6.6 Validation output from the Dyna-CLUE model
- 6.6.1 Visual comparison
- 6.6.2 Agreement components
- 6.7 Analysis of the changes of scenarios
- 6.7.1 LULC changes under different scenarios
- 6.7.2 LULC changes according to administration boundary
- 6.8 Landscape structure of scenarios
- 6.8.1 At landscape level
- 6.8.2 At class level
- 6.8.3 Effects of land-use scenarios to landscape structure
- 6.9 Discussions and conclusions
- 6.9.1 Discussions
- 6.9.2 Conclusions
- Chapter 7 Conclusions
- Abstract
- 7.1 General conclusions
- 7.2 Future works
- References
- Appendices
- Appendix 1 Accuracy assessment error matrices
- LULC 1979
- LULC 1996
- LULC 2003
- LULC 2009
- Appendix 2 Scenarios of land-use/cover types from 1996 to 2030
- Appendix 3 Logistic regression of land-use/cover types
- Appendix 4 Area under the curve of land-use/cover types
- Appendix 5 Main parameters of Dyna-CLUE model
- Appendix 6 Main results obtained with ANOVA
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