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Analysis of Urban Growth and Estimating Population Density Using Satellite Images of Nighttime Lights and Land-Use and Population Data by huyennguyenkhanh.876 is a document available to read on EtoBox.
What is Analysis of Urban Growth and Estimating Population Density Using Satellite Images of Nighttime Lights and Land-Use and Population Data about?
The study analyzes urban growth and population density in Japan from 1990 to 2006 using satellite images of nighttime lights, land-use, and population census data. It finds a strong correlation between urban area expansion and population density, particularly around megacities, while rural areas experience a decline in density. The research employs ordinary least squares (OLS) and geographically weighted regression (GWR) models to estimate population density, concluding that GWR provides improved prediction
- Author
- huyennguyenkhanh.876
- Language
- EN