基于ArcGIS的DMSP/OLS夜间灯光影像校正模型的构建Construction of the Calibration Model for DMSP/OLS Nighttime Light Images Based on ArcGIS
邹进贵,陈艳华,田径,王涛
摘要(Abstract)：
系统分析了DMSP/OLS非辐射标定夜间灯光强度数据本身的固有缺陷,提出了一套完整地对中国区域夜间灯光影像进行校正的技术思路,并基于ArcGIS地理信息平台进行了相应的模型构建,有效去除了灯光影像中非稳定亮值像元的影响以及影像序列中DN值的异常波动,增加了长时间序列夜间灯光影像的连续性和可比性,在数量尺度和空间尺度均取得了较好的校正效果。
关键词(KeyWords)： DMSP/OLS;夜间灯光数据;ArcGIS;影像校正;回归模型
基金项目(Foundation): 国家自然科学基金资助项目(41074025)
作者(Author): 邹进贵,陈艳华,田径,王涛
DOI: 10.14188/j.2095-6045.2014.04.008
参考文献(References)：
- [1]杨眉,王世新,周艺,等.DMSP/OLS夜间灯光数据应用研究综述[J].遥感技术与应用,2011,26(1):45-51
- [2]王晓慧.基于DMSP/OLS夜间灯光数据的中国近30年城镇扩展研究[D].南京:南京大学,2013
- [3]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
- [4]Ma T,Zhou C H,Pei T,et al.Quantitative Estima-tion of Urbanization Dynamics Using Time Series of DMSP/OLS Nighttime Light Data:A Comparative Case Study from China’s Cities[J].Remote Sens-ing of Environment,2012,124:99-107
- [5]Florida R,Mellander C,Gulden T.Global Metropo-lis:Assessing Economic Activity in Urban Centers Based on Nighttime Satellite Images[J].Profession-al Geographer,2012,64(2):178-187
- [6]Amaral S,Monteiro A M V,Camara G,et al.DMSP/OLS Night-time Light Imagery for Urban Population Estimates in the Brazilian Amazon[J].International Journal of Remote Sensing,2006,27(5/6):855-870
- [7]Townsend A C,Bruce D A.The Use of Night-time Lights Satellite Imagery as a Measure of Australia’s Regional Electricity Consumption and Population Dis-tribution[J].International Journal of Remote Sens-ing,2010,32(16):4 459-4 480
- [8]Elvige C D,Ziskin D,Baugh K E,et al.A Fifteen Year Record of Global Natural Gas Flaring Derived from Satellite Data[J].Energies,2009,2(3):595-622
- [9]李通,何春阳,杨洋,等.1995-2008年中国大陆电力消费量时空动态[J].地理学报,2011,66(10):1 403-1 412
- [10]杨洋,何春阳,赵媛媛,等.利用DMSP/OLS稳定夜间灯光数据提取城镇信息的分层阈值法研究[J].中国图像图形学报,2011,16(4):666-673
- [11]Liu Z F,He C Y,Zhang Q F,et al.Extracting the Dynamics of Urban Expansion in China Using DMSP/OLS Nighttime Light Data from 1992 to2008[J].Landscape and Urban Planning,2012,106:62-72