DMSP/OLS night-time light intensity as an innovative indicator of regional sustainable development

被引:11
|
作者
Li, Chang [1 ,2 ]
Li, Guie [1 ,2 ]
Tao, Guofeng [1 ,2 ]
Zhu, Yujia [1 ,2 ]
Wu, Yijin [1 ,2 ]
Li, Xi [3 ]
Liu, JIngyi [1 ,2 ]
机构
[1] Cent China Normal Univ, Key Lab Geog Proc Analysing & Modelling, Wuhan, Hubei, Peoples R China
[2] Cent China Normal Univ, Coll Urban & Environm Sci, Wuhan, Hubei, Peoples R China
[3] Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
33;
D O I
10.1080/01431161.2018.1528022
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
This study proposes the use of DMSP/OLS night-time light data as a surrogate measure for comprehensive indicators to evaluate regional sustainable development. First, Sustainable Development Indicators (SDIs) were selected from annual multiple scores of sustainable development based on Principal Component Analysis (PCA), and annual Sum of Lights (SOL) of the study region were extracted for each year. Next, three time-series-based regression models were applied to the multiple score and SOL to verify their correlation. Lastly, based on time series, DMSP/OLS data is used to estimate regional sustainable development. Experiments using Shandong, Hubei, Henan, Anhui, Jiangxi, and Hunan Provinces, China as test datasets demonstrate that SOL is strongly related to multiple scores (R-2 >= 0.8). Moreover, the PCA results of sustainable development agree with the actual regional development conditions. In theory, night-time light can explain the key factors of SDIs. Hence, it is feasible to study regional sustainable development using SOL instead of SDIs.
引用
收藏
页码:1594 / 1602
页数:9
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