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Remote Sensing for Land & Resources    2018, Vol. 30 Issue (1) : 166-172     DOI: 10.6046/gtzyyg.2018.01.23
Orginal Article |
Urban expansion mapping and driving factor analysis of Ordos City during the period of 2000—2013 based on DMSP/OLS nighttime light data
Jia LIU1,2(), Xin XIN1, Bin LIU1(), Kaichang DI1, Zongyu YUE1, Cheng’an WANG2
1.State Key Laboratory of Remote Sensing Science,Institute of Remote Sensing and Digital Earth,Chinese Academy of Science,Beijing 100101,China
2. Inner Mongolia Autonomous Region Key Laboratory of Remote Sensing and Geographic Information System,Inner Mongolia Normal University,Hohhot 010010,China
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Abstract  

In the past decade, Ordos City of Inner Mongolia experienced rapid development of economy and rapid urban expansion, and now it is facing the stagnation of economic development and urban transformation. Urban expansion mapping and driving factor analysis at temporal and spatial scales could provide valuable information for the urbanization development planning of Ordos. Using the DMSP/OLS nighttime light(NTL)data combined with Landsat image, the authors compiled urban expansion maps for the period from 2000 to 2013. The build-up areas were extracted using a radiometric correction method based on the stable point NTLs, support vector machine (SVM) classification and thresholding techniques. The statistical analysis results show that the expansion of Ordos City can be mainly divided into three stages, and the driving factors of urban expansion could be quantitatively analyzed using the portfolio analysis method.

Keywords urban expansion      DMSP/OLS nighttime light(NTL)data      radiometric correction      build-up area extraction      multiple regression analysis     
:  TP751.1  
  P236  
Issue Date: 08 February 2018
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Jia LIU
Xin XIN
Bin LIU
Kaichang DI
Zongyu YUE
Cheng’an WANG
Cite this article:   
Jia LIU,Xin XIN,Bin LIU, et al. Urban expansion mapping and driving factor analysis of Ordos City during the period of 2000—2013 based on DMSP/OLS nighttime light data[J]. Remote Sensing for Land & Resources, 2018, 30(1): 166-172.
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https://www.gtzyyg.com/EN/10.6046/gtzyyg.2018.01.23     OR     https://www.gtzyyg.com/EN/Y2018/V30/I1/166
Fig.1  Original and radiometrically corrected DMSP/OLS NTL images in study area
Fig.2  Flowchart of urban expansion mapping
Fig.3  Comparison of extracted build-up areas between thresholding of DMSP/OLS NTL image and SVM classification of Landsat image
Fig.4  Spatial form of urban expansion in study area from 2000 to 2013
Fig.5  Trend chart of build-up area expansion in study area
Fig.6  Migration direction and distance of gravity center of built-up areas in study area
Fig.7  Correlation test results of six factors
因子 一元线性回归分析
调整后的判定系数
因子
组合
多元线性回归分析
调整后的判定系数
因子
组合
多元线性回归分析
调整后的判定系数
因子
组合
多元线性回归分析
调整后的判定系数
X1 0.849 X1X2 0.899 X2X4 0.907 X4X5 0.874
X2 0.908 X1X3 0.890 X2X5 0.914 X4X6 0.754
X3 0.890 X1X4 0.863 X2X6 0.899 X5X6 0.826
X4 0.761 X1X5 0.880 X3X4 0.881
X5 0.839 X1X6 0.835 X3X5 0.881
X6 0.588 X2X3 0.904 X3X6 0.884
Tab.1  Joint analysis results of driving factors
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