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Integration of satellite images and census data for quality of life assessment in Hong Kong.

Ip Oi-ching. / Thesis submitted in: October 2001. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2002. / Includes bibliographical references (leaves 142-152). / Abstracts in English and Chinese. / LIST OF ABBREVIATIONS --- p.ix / LIST OF TABLES --- p.xiv / LIST OF FIGURES --- p.xviii / LIST OF APPENDICES --- p.xxii / Chapter CHAPTER ONE --- INTRODUCTION / Chapter 1.1 --- Conceptual Framework --- p.1 / Chapter 1.2 --- Objectives --- p.4 / Chapter 1.3 --- Significance --- p.5 / Chapter 1.4 --- Study Area --- p.6 / Chapter 1.5 --- Organization Of Thesis --- p.8 / Chapter CHAPTER TWO --- LITERATURE REVIEW / Chapter 2.1 --- Quality of Life and Indicators --- p.9 / Chapter 2.1.1 --- Scope of study for quality of life --- p.9 / Chapter 2.1.2 --- Development and evolution of quality of life studies --- p.13 / Chapter 2.1.3 --- Quality of life indicators --- p.14 / Chapter 2.2 --- Quality of Life Studies using Remote Sensing data --- p.17 / Chapter 2.2.1 --- Attributes derived from remote sensing --- p.17 / Chapter 2.2.2 --- Environmental changes and landuse change --- p.17 / Chapter 2.2.3 --- Housing quality --- p.18 / Chapter 2.2.4 --- Integration of remote sensing data and census data --- p.19 / Chapter 2.3 --- Quality of Life Study and Application of Remote Sensing in Hong Kong --- p.20 / Chapter 2.4 --- Summary --- p.22 / Chapter CHAPTER THREE --- METHODOLOGY / Chapter 3.1 --- Data Description --- p.24 / Chapter 3.1.1 --- Biophysical data --- p.24 / Chapter 3.1.2 --- Socioeconomic indices --- p.28 / Chapter 3.1.3 --- Data extracted at Tertiary Planning Unit --- p.30 / Chapter 3.2 --- Satellite Data Preprocessing --- p.32 / Chapter 3.2.1 --- Radiometric and atmospheric correction --- p.38 / Chapter 3.2.2 --- Image normalization --- p.43 / Chapter 3.2.3 --- Geometric correction --- p.44 / Chapter 3.3 --- Landuse and Land-cover Classification --- p.45 / Chapter 3.4 --- Spectral Data Extraction and Transformation --- p.47 / Chapter 3.5 --- Integration of Spectral and Census Data for Quality of Life Modeling --- p.49 / Chapter 3.5.1 --- Inter-relationship between biophysical data and socioeconomic data --- p.50 / Chapter 3.5.2 --- Integrated quality of life modeling --- p.50 / Chapter 3.6 --- Summary --- p.51 / Chapter CHAPTER FOUR --- DATA DESCRIPTION / Chapter 4.1 --- Socioeconomic Data --- p.53 / Chapter 4.2 --- Spectral Data --- p.62 / Chapter 4.2.1 --- Raw data --- p.62 / Chapter 4.2.2 --- Landuse and land cover --- p.63 / Chapter 4.2.3 --- Vegetation indices --- p.66 / Chapter 4.2.4 --- Tasseled cap components --- p.67 / Chapter 4.2.5 --- Surface temperature --- p.69 / Chapter 4.2.6 --- Principal components extracted from biophysical variables --- p.70 / Chapter 4.3 --- Summary --- p.79 / Chapter CHAPTER FIVE --- INTERRELATIONSHIP BETWEEN SPECTRAL VARIABLES AND SOCIOECONOMIC VARIABLES / Chapter 5.1 --- Framework of Analysis --- p.82 / Chapter 5.2 --- Correlation among Socioeconomic and Biophysical data --- p.84 / Chapter 5.3 --- Stepwise Multiple Linear Regression Models --- p.91 / Chapter 5.3.1 --- Biophysical data as dependent variable --- p.91 / Chapter 5.3.1.1 --- NDVI as dependent variable --- p.95 / Chapter 5.3.1.2 --- URBANM as dependent variable --- p.98 / Chapter 5.3.2 --- Socioeconomic data as dependent variable --- p.101 / Chapter 5.3.2.1 --- POP´ؤDEN as dependent variable --- p.101 / Chapter 5.4 --- Summary and Discussion --- p.103 / Chapter CHAPTER SIX --- QUALITY OF LIFE ANALYSIS / Chapter 6.1 --- Indictors for Quality of Life Study --- p.105 / Chapter 6.2 --- QOL Indicators --- p.110 / Chapter 6.3 --- Spatial Variation of QOL --- p.114 / Chapter 6.4 --- Temporal Variation of QOL --- p.125 / Chapter 6.5 --- Summary and discussion --- p.131 / Chapter CHAPTER SEVEN --- CONCLUSION / Chapter 7.1 --- Summary of Findings --- p.134 / Chapter 7.1.1 --- Inter-relationship between socioeconomic and biophysical variables --- p.135 / Chapter 7.1.2 --- Quality of life indicators --- p.135 / Chapter 7.2 --- Limitations of the Study --- p.13 8 / Chapter 7.3 --- Recommendations for Further Studies --- p.140 / REFERENCES --- p.142 / APPENDIX A --- p.153 / APPENDIX B --- p.157 / APPENDIX C --- p.167

Identiferoai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_324008
Date January 2002
ContributorsIp, Oi-ching., Chinese University of Hong Kong Graduate School. Division of Geography.
Source SetsThe Chinese University of Hong Kong
LanguageEnglish, Chinese
Detected LanguageEnglish
TypeText, bibliography
Formatprint, xxii, 175 leaves : ill., maps (chiefly col.) ; 30 cm.
CoverageChina, Hong Kong, China, Hong Kong, Hong Kong (China), Hong Kong (China), Hong Kong (China), Hong Kong (China)
RightsUse of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/)

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