中国区域DMSP/OLS夜间灯光影像的校正

doi:10.13474/j.cnki.11-2246.2019.0234

测绘通报 ›› 2019, Vol. 0 ›› Issue (7): 127-131,159.doi: 10.13474/j.cnki.11-2246.2019.0234

中国区域DMSP/OLS夜间灯光影像的校正

卢秀^1,2,3, 李佳^1,2, 段平^1,2, 张碧蓉^1,2, 李晨^1,2

1. 云南师范大学旅游与地理科学学院, 云南昆明 650500;
2. 云南省高校资源与环境遥感重点实验室, 云南昆明 650500;
3. 南京师范大学虚拟地理环境教育部重点实验室, 江苏南京 210023

收稿日期:2019-01-31 修回日期:2019-05-20 出版日期:2019-07-25 发布日期:2019-07-31
通讯作者: 李佳。E-mail:keguigiser@163.com E-mail:keguigiser@163.com
作者简介:卢秀(1992-),女,博士生,主要从事资源环境遥感、夜间灯光遥感研究。E-mail:lx_rsgis@163.com
基金资助:
国家自然科学基金（41561048）

Correction of nighttime light images of DMSP/OLS in China

LU Xiu^1,2,3, LI Jia^1,2, DUAN Ping^1,2, ZHANG Birong^1,2, LI Chen^1,2

1. College of Tourism and Geographical Sciences of Yunnan Normal University, Kunming 650500, China;
2. Key Laboratory of Remote Sensing of Resources and Environment of Yunnan Province, Kunming 650500, China;
3. Key Laboratory of Virtual Geographic Environment, Nanjing Normal University, Ministry of Education, Nanjing 210023, China

Received:2019-01-31 Revised:2019-05-20 Online:2019-07-25 Published:2019-07-31

摘要/Abstract

摘要： 美国国防军事气象卫星（DMSP）搭载的线性扫描系统（OLS）获取的夜间灯光影像具有很强的光电放大能力，存储量小，可直观反映人类活动，被广泛应用于城镇化监测、社会经济因素估算等方面。但是获取这些数据集的各传感器均未经过星上定标，存在像元饱和问题，并且传感器获得的1992—2013年的各数据之间缺乏可比性、连续性，无法直接用于长时间序列的研究，因此需要对长时间序列的DMSP/OLS夜间灯光影像进行校正处理。校正内容包括中国区域各灯光影像间的相互校正、饱和校正、年内融合、年际间校正等；并对校正后的DMSP/OLS夜间灯光影像进行合理性检验，检验结果表明该校正方法是可行的。

关键词: DMSP/OLS, 夜间灯光影像, 影像校正, 中国区域, 长时间序列

Abstract: The nighttime light images acquired by the operational linescan system (OLS) equipped with the Defense Meteorological Satellite Program (DMSP) have strong photoelectric amplification capability, small storage capacity and can directly reflect human activities. It is applied to urbanization monitoring and social and economic factors estimation. However, each sensor that obtains these data sets has not been scaled on the star, there is a problem of pixel saturation, and these data obtained by the sensors lacks comparability and continuity from 1992 to 2013 and cannot be directly used for long-term sequences. The study therefore requires the correction of long-term sequence DMSP/OLS nighttime light images. The correction includes mutual correction, saturation correction, annual fusion, inter-annual correction, etc. among the various light images in China. And the rationality test of the corrected DMSP/OLS nighttime light images. The test results show that the calibration method is feasible.

Key words: DMSP/OLS, nighttime light images, images correction, China area, long-term sequences

中图分类号:

P237

卢秀, 李佳, 段平, 张碧蓉, 李晨. 中国区域DMSP/OLS夜间灯光影像的校正[J]. 测绘通报, 2019, 0(7): 127-131,159.

LU Xiu, LI Jia, DUAN Ping, ZHANG Birong, LI Chen. Correction of nighttime light images of DMSP/OLS in China[J]. 测绘通报, 2019, 0(7): 127-131,159.

参考文献

[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] IMHOFF M L, LAWRENCE W T, STUTZER D C, et al. A technique for using composite DMSP/OLS "City Lights" satellite data to map urban area[J]. Remote Sensing of Environment, 1997, 61(3):361-370.
[3] 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 to 2008[J]. Landscape and Urban Planning, 2012, 106(1):62-72.
[4] 秦汉, 张丰, 杜震洪, 等. 基于DMSP/OLS夜间灯光数据的浙江省城镇发展评价[J]. 浙江大学学报(理学版), 2017, 44(6):640-648.
[5] ZHANG X Y, LI P J. A temperature and vegetation adjusted NTL urban index for urban area mapping and analysis[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2018, 135:93-111.
[6] 韩向娣, 周艺, 王世新, 等. 基于夜间灯光和土地利用数据的GDP空间化[J]. 遥感技术与应用, 2012, 27(3):396-405.
[7] 潘竟虎, 李俊峰. 基于夜间灯光影像的中国电力消耗量估算及时空动态[J]. 地理研究, 2016, 35(4):627-638.
[8] 郭忻怡, 闫庆武, 谭晓悦, 等. 基于DMSP/OLS与NDVI的江苏省碳排放空间分布模拟[J].世界地理研究,2016,25(4):102-110.
[9] WITMER F D W, LOUGHLIN J O. Detecting the effects of wars in the Caucasus regions of Russia and Georgia using radiometrically normalized DMSP-OLS nighttime lights imagery[J]. GIScience and Remote Sensing, 2011, 48(4):478-500.
[10] LI X, CHEN F R, CHEN X L. Satellite-observed nighttime light variation as evidence for global armed conflicts[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2013, 6(5):2302-2315.
[11] LI X, LI D R. Can night-time light images play a role in evaluating the Syrian Crisis?[J]. International Journal of Remote Sensing, 2014, 35(18):6648-6661.
[12] ELVIDGE C D, ZISKIN D, BAUGH K E, et al. A fifteen year record of global natural gas glaring derived from satellite data[J]. Energies, 2009, 2(3): 595-622.
[13] 郑子豪, 陈颖彪, 吴志峰,等. 单元路网长度的DMSP/OLS夜间灯光数据去饱和方法[J]. 遥感学报, 2018, 22(1):161-173.
[14] 倪愿,周小成,江威.结合Landsat数据的DMSP/OLS夜间灯光影像去饱和方法研究[J].遥感技术与应用,2017,32(4):721-727.
[15] FORBES D J. Multi-scale analysis of the relationship between economic statistics and DMSP-OLS night light images[J]. GIScience and Remote Sensing, 2013, 50(5):483-499.
[16] 王琪, 袁涛, 郑新奇. 基于夜间灯光数据的中国省域GDP总量分析[J]. 城市发展研究, 2013, 20(7):44-48.

中国区域DMSP/OLS夜间灯光影像的校正

Correction of nighttime light images of DMSP/OLS in China

PDF

可视化

摘要/Abstract

引用本文

使用本文

参考文献

相关文章 10

编辑推荐

Metrics

本文评价

[1]	李军, 桑潇, 张成业, 赵伟, 刘新华, 王宏鹏, 王金阳, 李佳瑶, 杨颖. 资源型城市长时间序列土壤含水量变化分析——以锡林浩特市为例[J]. 测绘通报, 2021, 0(7): 17-22,38.
[2]	何正枫, 张继贤, 黄国满, 盛辉军. 尼泊尔Mw7.8地震对珠峰区域内冰川形变及流速的影响[J]. 测绘通报, 2021, 0(5): 43-48,101.
[3]	王艳军, 王孟杰, 李少春, 林云浩. 由NPP-VIIRS影像估算广东省碳排放的尺度效应分析[J]. 测绘通报, 2021, 0(11): 25-30.
[4]	刘燕, 杨树文, 薛理, 赵利江. 参考地理数据的大比例尺影像无控定位[J]. 测绘通报, 2020, 0(8): 18-22,27.
[5]	李明峰, 蔡炜珩. NPP/VIIRS多时相夜光遥感影像校正方法[J]. 测绘通报, 2019, 0(7): 122-126.
[6]	李雪萍, 贡璐. DMSP/OLS和VIIRS/DNB夜间灯光影像的校正及拟合[J]. 测绘通报, 2019, 0(7): 138-146.
[7]	刘沼辉, 柳林, 邹健. 基于NPP-VIIRS数据的山东省县级GDP分级空间建模[J]. 测绘通报, 2019, 0(1): 114-117,122.
[8]	韩杰, 谢勇. GF-1卫星WFV影像几何定位稳定性研究[J]. 测绘通报, 2018, 0(2): 50-54.
[9]	沈谦, 朱长明, 张新, 黄巧华, 杨程子, 赵南. 植被调节下的干旱区不透水面覆盖率遥感估算方法[J]. 测绘通报, 2018, 0(2): 78-82.
[10]	张梦琪, 何宗宜, 樊勇. DMSP/OLS稳定夜间灯光影像的校正方法[J]. 测绘通报, 2017, 0(12): 58-62,76.