Multi-Scale Measurement of Regional Inequality in Mainland China during 2005–2010 Using DMSP/OLS Night Light Imagery and Population Density Grid Data

This study used the Night Light Development Index (NLDI) to measure the regional inequality of public services in Mainland China at multiple scales. The NLDI was extracted based on a Gini Coefficient approach to measure the spatial differences of population distribution and night light distribution....

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Main Authors: Huimin Xu, Hutao Yang, Xi Li, Huiran Jin, Deren Li
Format: Article
Language:English
Published: MDPI AG 2015-09-01
Series:Sustainability
Subjects:
Online Access:http://www.mdpi.com/2071-1050/7/10/13469
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spelling doaj-877aa4f69fb74d888e5e1bd8b1a187d92020-11-24T23:02:00ZengMDPI AGSustainability2071-10502015-09-01710134691349910.3390/su71013469su71013469Multi-Scale Measurement of Regional Inequality in Mainland China during 2005–2010 Using DMSP/OLS Night Light Imagery and Population Density Grid DataHuimin Xu0Hutao Yang1Xi Li2Huiran Jin3Deren Li4School of Economics, Zhongnan University of Economics and Law, Wuhan 430073, ChinaSchool of Economics, Zhongnan University of Economics and Law, Wuhan 430073, ChinaState Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, ChinaDepartment of Geographical Sciences, University of Maryland, College Park, 20742 MD, USAState Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, ChinaThis study used the Night Light Development Index (NLDI) to measure the regional inequality of public services in Mainland China at multiple scales. The NLDI was extracted based on a Gini Coefficient approach to measure the spatial differences of population distribution and night light distribution. Population data were derived from the dataset of China’s population density grid, and night light data were acquired from satellite imagery. In the multi-scale analysis, we calculated the NLDI for China as a whole, eight economic regions, 31 provincial regions, and 354 prefectural cities for the two years of 2005 and 2010. The results indicate that Southwest China and Northwest China are the regions with the most unequal public services, with NLDI values of 0.7116 and 0.7251 for 2005, respectively, and 0.6678 and 0.6304 for 2010, respectively. In contrast, Northern Coastal China had the lowest NLDI values of 0.4775 and 0.4312 for 2005 and 2010, respectively, indicating that this region had the most equal public services. Also, the regional inequality of Mainland China in terms of NLDI has been reduced from 0.6161 to 0.5743 during 2005–2010. The same pattern was observed from the provincial and prefectural analysis, suggesting that public services in Mainland China became more equal within the five-year period. A regression analysis indicated that provincial and prefectural regions with more public services per capita and higher population density had more equal public services.http://www.mdpi.com/2071-1050/7/10/13469regional inequalityChinaLorenz Curvenight lightremote sensing
collection DOAJ
language English
format Article
sources DOAJ
author Huimin Xu
Hutao Yang
Xi Li
Huiran Jin
Deren Li
spellingShingle Huimin Xu
Hutao Yang
Xi Li
Huiran Jin
Deren Li
Multi-Scale Measurement of Regional Inequality in Mainland China during 2005–2010 Using DMSP/OLS Night Light Imagery and Population Density Grid Data
Sustainability
regional inequality
China
Lorenz Curve
night light
remote sensing
author_facet Huimin Xu
Hutao Yang
Xi Li
Huiran Jin
Deren Li
author_sort Huimin Xu
title Multi-Scale Measurement of Regional Inequality in Mainland China during 2005–2010 Using DMSP/OLS Night Light Imagery and Population Density Grid Data
title_short Multi-Scale Measurement of Regional Inequality in Mainland China during 2005–2010 Using DMSP/OLS Night Light Imagery and Population Density Grid Data
title_full Multi-Scale Measurement of Regional Inequality in Mainland China during 2005–2010 Using DMSP/OLS Night Light Imagery and Population Density Grid Data
title_fullStr Multi-Scale Measurement of Regional Inequality in Mainland China during 2005–2010 Using DMSP/OLS Night Light Imagery and Population Density Grid Data
title_full_unstemmed Multi-Scale Measurement of Regional Inequality in Mainland China during 2005–2010 Using DMSP/OLS Night Light Imagery and Population Density Grid Data
title_sort multi-scale measurement of regional inequality in mainland china during 2005–2010 using dmsp/ols night light imagery and population density grid data
publisher MDPI AG
series Sustainability
issn 2071-1050
publishDate 2015-09-01
description This study used the Night Light Development Index (NLDI) to measure the regional inequality of public services in Mainland China at multiple scales. The NLDI was extracted based on a Gini Coefficient approach to measure the spatial differences of population distribution and night light distribution. Population data were derived from the dataset of China’s population density grid, and night light data were acquired from satellite imagery. In the multi-scale analysis, we calculated the NLDI for China as a whole, eight economic regions, 31 provincial regions, and 354 prefectural cities for the two years of 2005 and 2010. The results indicate that Southwest China and Northwest China are the regions with the most unequal public services, with NLDI values of 0.7116 and 0.7251 for 2005, respectively, and 0.6678 and 0.6304 for 2010, respectively. In contrast, Northern Coastal China had the lowest NLDI values of 0.4775 and 0.4312 for 2005 and 2010, respectively, indicating that this region had the most equal public services. Also, the regional inequality of Mainland China in terms of NLDI has been reduced from 0.6161 to 0.5743 during 2005–2010. The same pattern was observed from the provincial and prefectural analysis, suggesting that public services in Mainland China became more equal within the five-year period. A regression analysis indicated that provincial and prefectural regions with more public services per capita and higher population density had more equal public services.
topic regional inequality
China
Lorenz Curve
night light
remote sensing
url http://www.mdpi.com/2071-1050/7/10/13469
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