Adaptive Non-Negative Geographically Weighted Regression for Population Density Estimation Based on Nighttime Light

Adaptive Non-Negative Geographically Weighted Regression for Population Density Estimation Based on Nighttime Light

Nighttime light imagery provides a perspective for studying urbanization and socioeconomic changes. Traditional global regression models have been applied to explore the nonspatial relationship between nighttime lights and population density. In this study, geographically weighted regression (GWR) i...

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Bibliographic Details
Main Authors: Hone-Jay Chu, Chen-Han Yang, Chelsea C. Chou
Format: Article
Language:English
Published: MDPI AG 2019-01-01
Series:ISPRS International Journal of Geo-Information
Subjects:
nighttime light
population density
GWR
nonnegative constraint
Online Access:http://www.mdpi.com/2220-9964/8/1/26

Internet

http://www.mdpi.com/2220-9964/8/1/26

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