Detecting and Modeling the Changes of Land Use and Land Cover for Land Use Planning in Da Nang City, Vietnam.

Intro -- Dedication -- Acknowledgment -- Preface -- Abstract -- Zusammenfassung -- Table of contents -- 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 -- 3.1.5.1 Soil resources -- 3.1.5.2 Water resources -- 3.1.5.3 Forestry and floristic cover resources -- 3.1.5.4 Sea and coastal region resources -- 3.1.5.5 Mineral 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 -- 3.2.3.1 Agriculture, forestry, and fishery sector -- 3.2.3.2 Construction and industry sector -- 3.2.3.3 Services sector -- 3.2.4 Population, labor, employment, and income -- 3.2.4.1 Population -- 3.2.4.2 Labor and employment -- 3.2.4.3 Income and life -- 3.2.5 The situation of infrastructure -- 3.2.5.1 Transport -- 3.2.5.2 Irrigation -- 3.2.5.3 Education and training -- 3.2.5.4 Health and medicaments -- 3.2.5.5 Electricity -- 3.2.5.6 Telecommunication -- 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 -- 4.7.1.1 Conceptual model -- 4.7.1.2 SD model setting -- 4.7.1.3 SD model calibration and validation -- 4.7.2 Spatial model -- 4.7.2.1 Dyna-CLUE model structure -- 4.7.2.2 Dyna-CLUE model setting -- 4.7.3 Accuracy assessment of model -- 4.7.3.1 Relative operating characteristic -- 4.7.3.2 Visual comparison -- 4.7.3.3 Model output validation -- 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 -- 6.1.2.1 Scenario A -- 6.1.2.2 Scenario B -- 6.1.2.3 Scenario C -- 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 -- Appendix 2 -- Appendix 3 -- Appendix 4 -- Appendix 5 -- Appendix 6.

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Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.