遥感技术在城市夜间光污染研究中的应用进展
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摘要
遥感数据具有辐射范围广、时间序列长、准确度高等优点,它为城市光污染强度及其时空分析提供条件,受到城市夜间光污染研究人员的青睐。根据遥感数据类型进行分类,分别针对美国国防气象卫星DMSP/OLS、可见光红外成像辐射仪VIIRS、以色列卫星EROS-B提供的夜间灯光数据及美国国家航空和宇宙航行局的陆地卫星Landsat提供的土地利用数据,对应用成果中遥感数据基本信息、技术方法、研究应用以及应用优缺点进行述评,统计了遥感数据在光污染研究领域的应用现状,总结出遥感数据应用的限制及发展前景。
Remote Sensing(RS) data has wide radiation range, long time series, high accuracy. It provides the convenience for urban nighttime light pollution intensity and space-time analysis, therefore it is widely favored by the research scholars. At present, there are many researches related to light pollution using RS data, but few studies have reviewed and summarized the researches. Therefore, this paper analyzed and compared existing research and classified the researches based on RS data types. Respectively for the nighttime light data provided by the US National DMSP/OLS(Defence Meteorological Satellite Program/Operational Linescan System), VIIRS(Visible Infrared Imaging Radiometer Suite), Israeli satellite EROS-B and the land-use data provided by the US NASA(National Aeronautics and Space Administration) Landsat, this paper combed the basic information, technical methods, research applications and advantages & disadvantages of RS date in existing researches, concluded the current status of application in nighttime light pollution, and finally summarized the application limitations and development prospects of remote sensing data.
Remote Sensing(RS) data has wide radiation range, long time series, high accuracy. It provides the convenience for urban nighttime light pollution intensity and space-time analysis, therefore it is widely favored by the research scholars. At present, there are many researches related to light pollution using RS data, but few studies have reviewed and summarized the researches. Therefore, this paper analyzed and compared existing research and classified the researches based on RS data types. Respectively for the nighttime light data provided by the US National DMSP/OLS(Defence Meteorological Satellite Program/Operational Linescan System), VIIRS(Visible Infrared Imaging Radiometer Suite), Israeli satellite EROS-B and the land-use data provided by the US NASA(National Aeronautics and Space Administration) Landsat, this paper combed the basic information, technical methods, research applications and advantages & disadvantages of RS date in existing researches, concluded the current status of application in nighttime light pollution, and finally summarized the application limitations and development prospects of remote sensing data.
引文
[1] 詹庆明,肖荣波,吴志峰.城市遥感:城市环境监测、集成与建模[M].北京:高等教育出版社,2015.
[2] JIANG W,HE G,LONG T,et al.Assessing Light Pollution in China Based on Nighttime Light Imagery[J].REMOTE SENSING,2017,9(1352):1-18.
[3] HAN P,HUANG J,LI R,et al.Monitoring Trends in Light Pollution in China Based on Nighttime Satellite Imagery[J].Remote Sensing,2014,6(6):5541-5558.
[4] BUTT M J.Estimation of Light Pollution Using Satellite Remote Sensing and Geographic Information System Techniques[J].GISCIENCE & REMOTE SENSING,2012,49(4):609-621.
[5] 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.
[6] HAN P,HUANG J,LI R,et al.Monitoring Trends in Light Pollution in China Based on Nighttime Satellite Imagery[J].Remote Sensing,2014,6(6):5541-5558.
[7] JIANG W,HE G,LONG T.Using Time Series Nighttime Images to Measure Light Pollution Trend in China[J].International Journal of Environmental Science and Development,2017,8(9):622-625.
[8] LEVIN N,ZHANG Q.A global analysis of factors controlling VIIRS nighttime light levels from densely populated areas[J].Remote Sensing of Environment,2017,190:366-382.
[9] KUECHLY H U,KYBA C C M,RUHTZ T,et al.Aerial survey and spatial analysis of sources of light pollution in Berlin,Germany[J].Remote Sensing of Environment,2012,126:39-50.
[10] CINZANO P,FALCHI F,ELVIDGE C D.The first World Atlas of the artificial night sky brightness[J].MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY,2001,328(3):689-707.
[11] BENNETT M M,SMITH L C.Advances in using multitemporal night-time lights satellite imagery to detect,estimate,and monitor socioeconomic dynamics[J].Remote Sensing of Environment,2017,192:176-197.
[12] KATZ Y,LEVIN N.Quantifying urban light pollution—A comparison between field measurements and EROS-B imagery[J].Remote Sensing of Environment,2016,177:65-77.
[13] FALCHI F,CINZANO P.Maps of artificial sky brightness and upward emission in Italy from DMSP satellite measurements[J].Memorie della Societa Astronomica Italiana,2000,71(1):139-152.
[14] Letu H,Hara M,Tana G,et al.Generating the Nighttime Light of the Human Settlements by Identifying Periodic Components from DMSP/OLS Satellite Imagery[J].Environmental Science & Technology,2015,49(17):10503-9.
[15] SMITH R,BEREITSCHAFT B.Sustainable Urban Development?Exploring the Locational Attributes of LEED-ND Projects in the United States through a GIS Analysis of Light Intensity and Land Use[J].Sustainability,2016,8(6):547.
[16] LEVIN N,DUKE Y.High spatial resolution night-time light images for demographic and socio-economic studies[J].Remote Sensing of Environment,2012,119:1-10.
[17] CHALKIAS C,PETRAKIS M,PSILOGLOU B,et al.Modelling of light pollution in suburban areas using remotely sensed imagery and GIS[J].J Environ Manage,2006,79(1):57-63.
[18] SáNCHEZ DE MIGUEL A,ZAMORANO J,GóMEZ CASTA?O J,et al.Evolution of the energy consumed by street lighting in Spain estimated with DMSP-OLS data[J].Journal of Quantitative Spectroscopy and Radiative Transfer,2014,139:109-117.
[19] ELVIDGE 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.
[20] 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(12):58-62.
[21] PANDEY B,ZHANG Q,SETO K C.Comparative evaluation of relative calibration methods for DMSP/OLS nighttime lights[J].Remote Sensing of Environment,2017,195:67-78.
[22] SHAO X ,CAO C ,ZHANG B ,et al.Radiometric calibration of DMSP-OLS sensor using VIIRS day/night band[C].Earth Observing Missions and Sensors:Development,Implementation,and Characterization III.International Society for Optics and Photonics Beijing,China,2014:1-8.
[23] BENNIE J,DAVIES T W,DUFFY J P,et al.Contrasting trends in light pollution across Europe based on satellite observed night time lights[J].Scientific Reports,2015,4(1):1-6.
[24] CINZANO P,FALCHI F,ELVIDGE C D.Naked-eye star visibility and limiting magnitude mapped from DMSP-OLS satellite data[J].2001,323(1):34-46.
[25] CHALKIAS C,PETRAKIS M,PSILOGLOU B,et al.Modelling of light pollution in suburban areas using remotely sensed imagery and GIS[J].Journal of Environmental Management,2006,79(1):57-63.
[26] ELVIDGE C D,ZHIZHIN M,BAUGH K,et al.Methods for global survey of natural gas flaring from visible infrared imaging radiometer suite data[J].Energies,2016,9(1):3-15.
[27] NETZEL H,NETZEL P.High resolution map of light pollution over Poland[J].Journal of Quantitative Spectroscopy and Radiative Transfer,2016,181:67-73.
[28] ZOLLWEG J D,GARTLEY M G,ROSKOVENSKY J,et al.Using GIS Databases for Simulated Night light Imagery[M]//PELLECHIA M F,SORENSEN R J,DOCKSTADER S L,et al.Proceedings of SPIE.2012.
[29] LEVIN N,JOHANSEN K,HACKER J M,et al.A new source for high spatial resolution night time images—The EROS-B commercial satellite[J].Remote Sensing of Environment,2014,149:1-12.
[30] PUN C S J,SO C W.Night-sky brightness monitoring in Hong Kong[J].Environmental Monitoring and Assessment,2012,184(4):2537-2557.
[31] 苏晓明,郝占国,张明宇.呼和浩特城市夜空光污染特征研究[J].照明工程学报,2015,26(4):124-128.
[2] JIANG W,HE G,LONG T,et al.Assessing Light Pollution in China Based on Nighttime Light Imagery[J].REMOTE SENSING,2017,9(1352):1-18.
[3] HAN P,HUANG J,LI R,et al.Monitoring Trends in Light Pollution in China Based on Nighttime Satellite Imagery[J].Remote Sensing,2014,6(6):5541-5558.
[4] BUTT M J.Estimation of Light Pollution Using Satellite Remote Sensing and Geographic Information System Techniques[J].GISCIENCE & REMOTE SENSING,2012,49(4):609-621.
[5] 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.
[6] HAN P,HUANG J,LI R,et al.Monitoring Trends in Light Pollution in China Based on Nighttime Satellite Imagery[J].Remote Sensing,2014,6(6):5541-5558.
[7] JIANG W,HE G,LONG T.Using Time Series Nighttime Images to Measure Light Pollution Trend in China[J].International Journal of Environmental Science and Development,2017,8(9):622-625.
[8] LEVIN N,ZHANG Q.A global analysis of factors controlling VIIRS nighttime light levels from densely populated areas[J].Remote Sensing of Environment,2017,190:366-382.
[9] KUECHLY H U,KYBA C C M,RUHTZ T,et al.Aerial survey and spatial analysis of sources of light pollution in Berlin,Germany[J].Remote Sensing of Environment,2012,126:39-50.
[10] CINZANO P,FALCHI F,ELVIDGE C D.The first World Atlas of the artificial night sky brightness[J].MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY,2001,328(3):689-707.
[11] BENNETT M M,SMITH L C.Advances in using multitemporal night-time lights satellite imagery to detect,estimate,and monitor socioeconomic dynamics[J].Remote Sensing of Environment,2017,192:176-197.
[12] KATZ Y,LEVIN N.Quantifying urban light pollution—A comparison between field measurements and EROS-B imagery[J].Remote Sensing of Environment,2016,177:65-77.
[13] FALCHI F,CINZANO P.Maps of artificial sky brightness and upward emission in Italy from DMSP satellite measurements[J].Memorie della Societa Astronomica Italiana,2000,71(1):139-152.
[14] Letu H,Hara M,Tana G,et al.Generating the Nighttime Light of the Human Settlements by Identifying Periodic Components from DMSP/OLS Satellite Imagery[J].Environmental Science & Technology,2015,49(17):10503-9.
[15] SMITH R,BEREITSCHAFT B.Sustainable Urban Development?Exploring the Locational Attributes of LEED-ND Projects in the United States through a GIS Analysis of Light Intensity and Land Use[J].Sustainability,2016,8(6):547.
[16] LEVIN N,DUKE Y.High spatial resolution night-time light images for demographic and socio-economic studies[J].Remote Sensing of Environment,2012,119:1-10.
[17] CHALKIAS C,PETRAKIS M,PSILOGLOU B,et al.Modelling of light pollution in suburban areas using remotely sensed imagery and GIS[J].J Environ Manage,2006,79(1):57-63.
[18] SáNCHEZ DE MIGUEL A,ZAMORANO J,GóMEZ CASTA?O J,et al.Evolution of the energy consumed by street lighting in Spain estimated with DMSP-OLS data[J].Journal of Quantitative Spectroscopy and Radiative Transfer,2014,139:109-117.
[19] ELVIDGE 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.
[20] 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(12):58-62.
[21] PANDEY B,ZHANG Q,SETO K C.Comparative evaluation of relative calibration methods for DMSP/OLS nighttime lights[J].Remote Sensing of Environment,2017,195:67-78.
[22] SHAO X ,CAO C ,ZHANG B ,et al.Radiometric calibration of DMSP-OLS sensor using VIIRS day/night band[C].Earth Observing Missions and Sensors:Development,Implementation,and Characterization III.International Society for Optics and Photonics Beijing,China,2014:1-8.
[23] BENNIE J,DAVIES T W,DUFFY J P,et al.Contrasting trends in light pollution across Europe based on satellite observed night time lights[J].Scientific Reports,2015,4(1):1-6.
[24] CINZANO P,FALCHI F,ELVIDGE C D.Naked-eye star visibility and limiting magnitude mapped from DMSP-OLS satellite data[J].2001,323(1):34-46.
[25] CHALKIAS C,PETRAKIS M,PSILOGLOU B,et al.Modelling of light pollution in suburban areas using remotely sensed imagery and GIS[J].Journal of Environmental Management,2006,79(1):57-63.
[26] ELVIDGE C D,ZHIZHIN M,BAUGH K,et al.Methods for global survey of natural gas flaring from visible infrared imaging radiometer suite data[J].Energies,2016,9(1):3-15.
[27] NETZEL H,NETZEL P.High resolution map of light pollution over Poland[J].Journal of Quantitative Spectroscopy and Radiative Transfer,2016,181:67-73.
[28] ZOLLWEG J D,GARTLEY M G,ROSKOVENSKY J,et al.Using GIS Databases for Simulated Night light Imagery[M]//PELLECHIA M F,SORENSEN R J,DOCKSTADER S L,et al.Proceedings of SPIE.2012.
[29] LEVIN N,JOHANSEN K,HACKER J M,et al.A new source for high spatial resolution night time images—The EROS-B commercial satellite[J].Remote Sensing of Environment,2014,149:1-12.
[30] PUN C S J,SO C W.Night-sky brightness monitoring in Hong Kong[J].Environmental Monitoring and Assessment,2012,184(4):2537-2557.
[31] 苏晓明,郝占国,张明宇.呼和浩特城市夜空光污染特征研究[J].照明工程学报,2015,26(4):124-128.