地球信息科学学报 ›› 2018, Vol. 20 ›› Issue (3): 351-359.doi: 10.12082/dqxxkx.2018.170462
收稿日期:
2017-10-08
修回日期:
2018-01-16
出版日期:
2018-03-20
发布日期:
2018-03-20
通讯作者:
郑新奇
E-mail:lxm777@cugb.edu.cn;zxqsd@126.com
作者简介:
作者简介:李小敏(1993-),女,四川成都人,硕士生,研究方向为地理信息系统及相关应用。E-mail:
基金资助:
LI Xiaomin1(), ZHENG Xinqi1,*(
), YUAN Tao2
Received:
2017-10-08
Revised:
2018-01-16
Online:
2018-03-20
Published:
2018-03-20
Contact:
ZHENG Xinqi
E-mail:lxm777@cugb.edu.cn;zxqsd@126.com
Supported by:
摘要:
利用CitesSpace软件对1997-2017年DMSP/OLS夜间灯光数据进行知识图谱分析,梳理国内外研究热点与演化历史,发掘研究难点,为后来研究者提供方向。本文选取Web of Science 核心数据集数据库收录的文献,进行合著特征分析、关键词共现分析和文献共被引分析。结果表明:① 夜间灯光数据相关研究最活跃的国家、机构和作者分别是美国、中国科学院和Elvidge;② 社会经济条件估计(人口、人口密度和电力)和城市扩展变化监测一直是国内外研究的热点和前沿;③ 目前的研究难点是如何减少灯光溢出效应以及灯光过饱和现象对研究精度的影响;④ 研究学科交叉性强,涉及地理学、测绘科学与技术、应用经济学、社会学等领域。因此,未来的研究趋势主要表现在数据处理方法的优化、研究领域的拓展以及深化已有研究成果3个方面。
李小敏, 郑新奇, 袁涛. DMSP/OLS夜间灯光数据研究成果知识图谱分析[J]. 地球信息科学学报, 2018, 20(3): 351-359.DOI:10.12082/dqxxkx.2018.170462
LI Xiaomin,ZHENG Xinqi,YUAN Tao. Knowledge Mapping of Research Results on DMSP/OLS Nighttime Light Data[J]. Journal of Geo-information Science, 2018, 20(3): 351-359.DOI:10.12082/dqxxkx.2018.170462
[29] |
Fuller D O.Satellite remote sensing of biomass burning with optical and thermal sensors[J]. Progress in Physical Geography, 2000,24(24):543-561.
doi: 10.1177/030913330002400404 |
[30] |
Yin D, Xie Z, Yan Z, et al.Impact of urban expansion on regional temperature change in the Yangtze River Delta[J]. Journal of Geographical Sciences, 2007,17(4):387-398.
doi: 10.1007/s11442-007-0387-0 |
[31] |
Cao X, Chen J, Imura H, et al.A SVM-based method to extract urban areas from DMSP-OLS and SPOT VGT data[J]. Remote Sensing of Environment, 2009,113:2205-2209.
doi: 10.1016/j.rse.2009.06.001 |
[32] |
Frank D W Witmer, John O'Loughlin. Detecting the effects of wars in the caucasus regions of russia and georgia using radiometrically normalized DMSP-OLS nighttime lights imagery[J]. Giscience & Remote Sensing, 2011,48(4):478-500.
doi: 10.2747/1548-1603.48.4.478 |
[33] |
Letu H, Hara M, Tana G, et al.A saturated light correction method for DMSP/OLS nighttime satellite imagery[J]. IEEE Transactions on Geoscience & Remote Sensing, 2012,50(2):389-396.
doi: 10.1109/TGRS.2011.2178031 |
[34] |
Huang X, Schneider A, Friedl M A.Mapping sub-pixel urban expansion in China using MODIS and DMSP/OLS nighttime lights[J]. Remote Sensing of Environment, 2016,175:92-108.
doi: 10.1016/j.rse.2015.12.042 |
[35] |
Xie Y, Weng Q.Spatiotemporally enhancing time-series DMSP/OLS nighttime light imagery for assessing large-scale urban dynamics[J]. Isprs Journal of Photogrammetry & Remote Sensing, 2017,128:1-15.
doi: 10.1016/j.isprsjprs.2017.03.003 |
[36] |
Li X, Zhou Y.A stepwise calibration of global DMSP/OLS stable nighttime light data (1992-2013)[J]. Remote Sensing, 2017,9(6):637.
doi: 10.3390/rs9060637 |
[37] |
Wang S, Liu X.China's city-level energy-related CO2 emissions: Spatiotemporal patterns and driving forces[J]. Applied Energy, 2017,200:204-214.
doi: 10.1016/j.apenergy.2017.05.085 |
[38] |
Cao W, Li R, Chi X, et al.Island urbanization and its ecological consequences: A case study in the Zhoushan Island, East China[J]. Ecological Indicators, 2017,76:1-14.
doi: 10.1016/j.ecolind.2017.01.001 |
[39] |
Li X, Zhang C, Li W, et al.Evaluating the use of DMSP/OLS nighttime light imagery in predicting PM2.5 concentrations in the northeastern united states[J]. Remote Sensing, 2017,9(6):620.
doi: 10.3390/rs9060620 |
[40] |
He C Y, Chun Y, Shi P, et al.Restoring urbanization process in China in the 1990s by using non-radiance-calibrated DMSP/OLS nighttime light imagery and statistical data[J]. Science Bulletin, 2006,51(13):1614-1620.
doi: 10.1007/s11434-006-2006-3 |
[41] |
Wei Y, Liu H, Song W, et al.Normalization of time series DMSP-OLS nighttime light images for urban growth analysis with Pseudo Invariant Features[J]. Landscape & Urban Planning, 2014,128(128):1-13.
doi: 10.1016/j.landurbplan.2014.04.015 |
[42] |
Ma T, Zhou Y, Zhou C, et al.Night-time light derived estimation of spatio-temporal characteristics of urbanization dynamics using DMSP/OLS satellite data[J]. Remote Sensing of Environment, 2015,158:453-464.
doi: 10.1016/j.rse.2014.11.022 |
[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. |
[Yang M, Wang S X, Zhou Y, et al.Review on applications of DMSP/OLS night-time data[J]. Remote Sensing Technology and Application, 2011,26(1):45-51.] | |
[2] |
Shi K, Huang C, Yu B, et al.Evaluation of NPP-VIIRS night-time light composite data for extracting built-up urban areas[J]. Remote Sensing Letters, 2014,5(4):358-366.
doi: 10.1080/2150704X.2014.905728 |
[3] | 王鹤饶,郑新奇,袁涛. DMSP/OLS数据应用研究综述[J]. 地理科学进展,2012,31(1):11-18. |
[Wang H R, Zheng X Q, Yuan T.Review on the application of DMSP/OLS nighttime light data[J]. Progress in Geography, 2012,31(1):11-18.] | |
[4] |
Li X, Li D, Xu H, et al.Intercalibration between DMSP/OLS and VIIRS night-time light images to evaluate city light dynamics of Syria's major human settlement during Syrian Civil War[J].International Journal of Remote Sensing,2017(1):1-18.
doi: 10.1080/01431161.2017.1331476 |
[5] |
Lu D, Xu X, Tian H, et al.The effects of urbanization on net primary productivity in southeastern China[J]. Environmental Management, 2010,46(3):404-410.
doi: 10.1007/s00267-010-9542-y pmid: 20703877 |
[6] |
Elvidge C D, Sutton P C, Ghosh T, et al.A global poverty map derived from satellite data[J]. Computers & Geosciences, 2009,35(8):1652-1660.
doi: 10.1016/j.cageo.2009.01.009 |
[7] |
Sun W, Zhang X, Wang N, et al.Estimating Population Density Using DMSP-OLS Night-Time Imagery and Land Cover Data[J]. IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing, 2017,99:1-11.
doi: 10.1109/JSTARS.2017.2703878 |
[8] | 程熙,吴炜,夏列钢,等.集成夜间灯光数据与Landsat TM影像的不透水面自动提取方法研究[J].地球信息科学学报,2017,19(10):1364-1374. |
[Cheng X, Wu W, Xia L G, et al.Automatic extraction method for impervious surface area by integrating nighttime light data and Landsat TM images[J]. Journal Geo-information Science, 2017,19(10):1364-1374.] | |
[9] |
Elvidge C D, Safran J, Tuttle B, et al.Potential for global mapping of development via a nightsat mission[J]. Geojournal, 2007,69(1/2):45-53.
doi: 10.1007/s10708-007-9104-x |
[10] |
李景刚,何春阳,史培军,等.基于DMSP/OLS灯光数据的快速城市化过程的生态效应评价研究——以环渤海城市群地区为例[J].遥感学报,2007,11(1):115-126.
doi: 10.3321/j.issn:1007-4619.2007.01.016 |
[Li J G, He C Y, Shi P J, et al.The use of multisource satellite and geospatial data to study the ecological effects of urbanization: A case of the urban agglomerations in Bohai Rim[J]. Journal of Remote Sensing, 2007,11(1):115-126.]
doi: 10.3321/j.issn:1007-4619.2007.01.016 |
|
[11] |
郝蕊芳,于德永,刘宇鹏,等. DMSP/OLS灯光数据在城市化监测中的应用[J].北京师范大学学报(自然科学版), 2014(4):407-413.
doi: 10.3969/j.issn.1004-020X.2014.15.122 |
[Hao R F, Yu D Y, Liu Y P, et al.Application of DMSP/OLS nighttime light data in urbanization monitoring[J].Journal of Beijing Normal University (Natural Science),2014(4):407-413.]
doi: 10.3969/j.issn.1004-020X.2014.15.122 |
|
[12] |
赵敏,程维明.基于DMSP/OLS夜间灯光数据的城市空间扩展研究综述[J].测绘与空间地理信息,2015,38(3):64-68.
doi: 10.3969/j.issn.1672-5867.2015.03.021 |
[Zhao M, Cheng W M.Review on urban expansion based on DMSP / OLS nighttime light data[J]. Geomatics & Spatial Information Technology, 2015,38(3):64-68.]
doi: 10.3969/j.issn.1672-5867.2015.03.021 |
|
[13] |
Li X, Zhou Y.Urban mapping using DMSP/OLS stable night-time light: A review[J]. International Journal of Remote Sensing, 2017: 1-17. doi: 10.1080/01431161.2016.1274451.
doi: 10.1080/01431161.2016.1274451 |
[14] |
陈悦,陈超美,刘则渊,等. CiteSpace知识图谱的方法论功能[J].科学学研究,2015,33(2):242-253.
doi: 10.3969/j.issn.1003-2053.2015.02.009 |
[Chen Y, Chen C M, Liu Z Y, et al.The methodology function of knowledge domains of CiteSpace mapping[J]. Studies in Science of Science, 2015,33(2):242-253.]
doi: 10.3969/j.issn.1003-2053.2015.02.009 |
|
[15] | 王宏新,孟文皓,熊斯瑶.基于CiteSpace的城市闲置土地研究:特征与热点演进(1990-2015年)[J].中国土地科学,2016,30(12):54-62. |
[Wang H X, Meng W H, Xiong S Y.Research on idle urban land based on CiteSpace: Characteristics and research hotspots evolution (1990-2015)[J]. China Land Sciences, 2016,30(12):54-62.] | |
[16] |
Zhang Q, Seto K C.Mapping urbanization dynamics at regional and global scales using multi-temporal DMSP/OLS nighttime light data[J]. Remote Sensing of Environment, 2011,115(9):2320-2329.
doi: 10.1016/j.rse.2011.04.032 |
[17] |
Ma T, Zhou C, Tao P, et al.Quantitative estimation of urbanization dynamics using time series of DMSP/OLS nighttime light data: A comparative case study from China's cities[J]. Remote Sensing of Environment, 2012,124(124):99-107.
doi: 10.1016/j.rse.2012.04.018 |
[18] |
Ma T, Zhou Y, Zhou C, et al.Night-time light derived estimation of spatio-temporal characteristics of urbanization dynamics using DMSP/OLS satellite data[J]. Remote Sensing of Environment, 2015,158(158):453-464.
doi: 10.1016/j.rse.2014.11.022 |
[19] |
Zhu X, Ma M, Yang H, et al.Modeling the spatiotemporal dynamics of gross domestic product in China using extended temporal coverage nighttime light data[J]. Remote Sensing, 2017,9(6):1-19.
doi: 10.3390/rs9060626 |
[20] |
Wu J, Wang Z, Li W, et al.Exploring factors affecting the relationship between light consumption and GDP based on DMSP/OLS nighttime satellite imagery[J]. Remote Sensing of Environment, 2013,134:111-119.
doi: 10.1016/j.rse.2013.03.001 |
[21] |
Zhu X, Ma M, Yang H, et al.Modeling the spatiotemporal dynamics of gross domestic product in China using extended temporal coverage nighttime light data[J]. Remote Sensing, 2017,9(6):626.
doi: 10.3390/rs9060626 |
[22] |
Kiran Chand T R, Badarinath K V S, Elvidge C D, et al. Spatial characterization of electrical power consumption patterns over India using temporal DMSP-OLS night-time satellite data[J]. International Journal of Remote Sensing, 2009,30(3):647-661.
doi: 10.1080/01431160802345685 |
[23] |
Elvidge C D, Baugh K E, Kihn E A, et al.Relation between satellite observed visible-near infrared emissions, population, economic activity and electric power consumption[J]. International Journal of Remote Sensing, 1997,18(6):1373-1379.
doi: 10.1080/014311697218485 |
[24] | Elvidge C D.Mapping city lights with nighttime data from the DMSP operational linescan system[J]. Photogrammetric Engineering and Remote Sensing, 1997,63(6):727-734. |
[25] |
Zhou Y, Smith S J, Elvidge C D, et al.A cluster-based method to map urban area from DMSP/OLS nightlights[J]. Remote Sensing of Environment, 2014,147(18):173-185.
doi: 10.1016/j.rse.2014.03.004 |
[26] |
Yi K, Tani H, Li Q, et al.Mapping and evaluating the urbanization process in northeast China using DMSP/OLS nighttime light data[J]. Sensors, 2014,14(2):3207-3226.
doi: 10.3390/s140203207 pmid: 3958282 |
[27] |
Imhoff M L, Lawrence W T, Elvidge C D, et al.Using nighttime DMSP/OLS images of city lights to estimate the impact of urban land use on soil resources in the United States[J]. Remote Sensing of Environment, 1997,59:105-117.
doi: 10.1016/S0034-4257(96)00110-1 |
[28] |
Cho K, Ito R, Shimoda H, et al.Fishing fleet lights and sea surface temperature distribution observed by DMSP/OLS sensor[J]. International Journal of Remote Sensing, 2010,20(1):3-9.
doi: 10.1080/014311699213569 |
[43] |
Shi K, Chen Y, Yu B, et al.Modeling spatiotemporal CO2, (carbon dioxide) emission dynamics in China from DMSP-OLS nighttime stable light data using panel data analysis[J]. Applied Energy, 2016,168:523-533.
doi: 10.1016/j.apenergy.2015.11.055 |
[1] | 孙阳, 刘新, 苏亚聪, 徐爽, 纪兵, 张志杰. 基于夜间灯光数据估算安徽省县级尺度城镇化水平[J]. 地球信息科学学报, 2020, 22(9): 1837-1847. |
[2] | 张佰发, 苗长虹, 宋雅宁, 王娟娟. 一种DMSP/OLS稳定夜间灯光影像中国区域的校正方法[J]. 地球信息科学学报, 2020, 22(8): 1679-1691. |
[3] | 闫庆武, 厉飞, 李玲. 基于2种夜间灯光影像亮度修正指数的城市建成区提取研究[J]. 地球信息科学学报, 2020, 22(8): 1714-1724. |
[4] | 朱惠, 张清凌, 张珊. 1992—2017年基于夜光遥感的中亚社会经济发展时空特征分析[J]. 地球信息科学学报, 2020, 22(7): 1449-1462. |
[5] | 赵忠旭, 张燕杰, 潘影, 武俊喜, 李振男. 夜间灯光数据支持下西藏人类活动强度变化对生态系统调节服务的影响[J]. 地球信息科学学报, 2020, 22(7): 1544-1554. |
[6] | 贾涛, 杨仕浩, 李欣, 鄢鹏高, 喻雪松, 罗希, 陈凯. 武汉居民建筑物碳排放反演计算和时空分析[J]. 地球信息科学学报, 2020, 22(5): 1063-1072. |
[7] | 董鹤松, 李仁杰, 李建明, 李帅. 基于DMSP-OLS与NPP-VIIRS整合数据的中国三大城市群城市空间扩展时空格局[J]. 地球信息科学学报, 2020, 22(5): 1161-1174. |
[8] | 杨建思, 柳帅, 王艳东, 廖明生. 融合多源大数据的武汉城市空置区域评估与分析[J]. 地球信息科学学报, 2020, 22(5): 997-1007. |
[9] | 曹子阳, 吴志峰, 米素娟, 阳柯. DMSP/OLS稳定夜间灯光影像在中国的分类校正方法[J]. 地球信息科学学报, 2020, 22(2): 246-257. |
[10] | 廖书冰, 蔡宏, 袁艳琼, 张蓓蓓, 李义平. 夜间灯光数据表征的区域经济发展水平对老年人高血压与Ⅱ型糖尿病患病率分布的影响[J]. 地球信息科学学报, 2020, 22(11): 2177-2187. |
[11] | 崔晓临, 张佳蓓, 吴锋, 张倩, 吴尧慧. 基于多源数据融合的北京市人口时空动态分析[J]. 地球信息科学学报, 2020, 22(11): 2199-2211. |
[12] | 许文鑫, 梁娟珠. 基于复合指数模型的DMSP/OLS夜间灯光影像饱和校正方法[J]. 地球信息科学学报, 2020, 22(11): 2227-2237. |
[13] | 武娜, 沈镭, 钟帅. 基于夜间灯光数据的晋陕蒙能源消费碳排放时空格局[J]. 地球信息科学学报, 2019, 21(7): 1040-1050. |
[14] | 林中立, 徐涵秋, 黄绍霖. 基于DMSP/OLS夜间灯光影像的中国东部沿海地区城市扩展动态监测[J]. 地球信息科学学报, 2019, 21(7): 1074-1085. |
[15] | 梁立, 李鑫杨, 刘庆生, 刘高焕, 黄翀, 李贺. 基于多源遥感与地形信息的北极城镇用地信息提取[J]. 地球信息科学学报, 2019, 21(6): 969-982. |
|