RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN >> 2015, Vol. 24 >> Issue (12): 2021-2029.doi: 10.11870/cjlyzyyhj201512004

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URBAN POPULATION SPATIAL HETEROGENEITY ANALYSIS OF JIANGSU PROVINCE BASED ON DMSP/OLS NIGHTLIGHT DATA

WANG Zhao1,2, YANG Shan1,2, LIU Shuai-bin1,2   

  1. 1. School of Geography Science, Nanjing Normal University, Nanjing 210023, China;
    2. Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing 210023, China
  • Received:2015-02-09 Revised:2015-06-04 Online:2015-12-20

Abstract: The study on the spatial distribution of population is a fundamental determinant of region development. To aaccurately obtain the global and local spatial information has important significance to formulate reasonable regional development policies. Based on the quantitative association between DMSP/OLS nighttime lights data and population- data, this study simulated grid scale population density of Jiangsu Province in 2012. With the use of population concentration index and spatial variogram analysis, population space structural features and spatial variation have been identified. The results can further explain the microscopic scales of population space differentiation characteristics. Studies have shown the results showed that: 1) At the Rregional level, there is a significant population spatial differentiation phenomenon in Jiangsu province. In northern Jiangsu, it acts as "low-density dot" distribution characteristics, while in south of Jiangsu it acts as "high-density surface-shaped " distribution. 2) At the Urrban level, The spatial distribution of population structure of Jiangsu Province has four types: H-H type has the strongest anisotropic difference, with the minimum random variation within the grid; H-L type has the smallest anisotropic difference, but the random variation within the grid is large; L-L type has obviously axial homogenization characteristics, and the random variation of grid unit is small; L-H type's space anisotropy is small, and it has the maximum grid cell random variation. The results showed that the non-radiance calibrated DMSP / OLS nighttime lights image has the potential to provide population density estimation at grids units, combined with the use of fitted variogram can quantitatively present inside spatial heterogeneity of urban population distribution.

Key words: DMSP / OLS, population simulation, variogram analysis, Jiangsu Province

CLC Number: 

  • K901.3
[1] LI H, REYNOLDS J F. On definition and quantification of heterogeneity[J]. Oikos, 1995, 73(2): 280-284.
[2] 李志刚,吴缚龙,肖 扬.基于全国第六次人口普查数据的广州新移民居住分异研究[J].地理研究,2014,33(11):2056-2068.
[3] C1ARK C. Urban population densities [J]. Journal of the Royal Statistical Society, 1951, 114(4): 490-496.
[4] STEWART J Q, WARNTZ W. Physics of population distribution [J]. Journal of Regional Science, 1958, 1(1): 99-123.
[5] 唐华秀,马劲松,战金艳,等.江苏省人口数据空间离散化研究及其精度分析[J].长江流域资源与环境,2008,17(4):506-510.
[6] 周春山,罗 彦,陈素素.近20年来广州市人口增长与分布的时空间演化分析[J].地理科学,2004,24(6):641-647.
[7] 冯 健.杭州市人口密度空间分布及其演化的模型研究[J].地理研究,2002,21(5):635-646.
[8] 王法辉,金凤君,曾 光.区域人口密度函数与增长模式:兼论城市吸引范围划分的GIS方法[J].地理研究,2004,23(1):97-103.
[9] 林李月,朱 宇,梁鹏飞,等.基于六普数据的中国流动人口住房状况的空间格局[J].地理研究,2014,33(5):887-898.
[10] 金 君,李成名,印 洁,等.人口数据空间分布化模型研究[J].测绘学报,2003,32(3):278-282.
[11] 毛 夏,徐蓉蓉,李新硕,等.深圳市人口分布的细网格动态特征[J].地理学报,2010,655(4):443-453.
[12] 田永中,陈述彭,岳天祥,等.基于土地利用的中国人口密度模拟[J].地理学报,2004, 59(2):283-292.
[13] LO C P. Urban indicators of China from radiance-calibrated digital DMSP-OLS nighttime images[J]. Annals of the Association of American Geographers, 2002, 92(2): 225-240.
[14] 卓 莉,陈 晋,史培军,等.基于夜间灯光数据的中国人口密度模拟[J].地理学报,2005,60(2):266-276.
[15] 高 义,王 辉,王培涛,等.基于人口普查与多源夜间灯光数据的海岸带人口空间化分析[J].资源科学,2013,35(12):2517-2523.
[16] 杨续超,高大伟,丁明军,等.基于多源遥感数据及DEM的人口统计数据空间化--以浙江省为例[J].长江流域资源与环境,2013,22(6):729-734.
[17] 曹丽琴,李平湘,张良培.基于DMSP/OLS夜间灯光数据的城市人口估算--以湖北省各县市为例[J].遥感信息,2009(1):83-87.
[18] SMALL C. Global Population Distribution and Urban Land Use in Geophysical Parameter Space [J]. Earth Interactions, 2004, 8(1): 1-18.
[19] ZENG C Q, ZHOU Y, WANG S X, et al. Population spatialization in China based on night-time imagery and land use data[J]. International Journal of Remote Sensing, 2011, 32(24): 9599-9620.
[20] 陈 晋,卓 莉,史培军,等.基于DMSP/OLS数据的中国城市化过程研究--反映区域城市化水平的灯光指数的构建[J].遥感学报,2003,7(3):168-175.
[21] 杜国明,张树文,张有全.城市人口分布的空间自相关分析--以沈阳市为例[J].地理研究,2007,26(2):383-390.
[22] 温兆飞,张树清,白 静,等.农田景观空间异质性分析及遥感监测最优尺度选择--以三江平原为例[J].地理学报,2012,67(3):346-356.
[23] 陈 楠,林宗坚,王钦敏.人口经济学中的GIS与定量分析方法[M].北京:科学出版社,2007:75-76.
[24] 马晓冬,朱传耿,马荣华,等.苏州地区城镇扩展的空间格局及其演化分析[J].地理学报,2008,63(4): 405-416.
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