天宫一号高光谱数据的陆地应用
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摘要
针对天宫一号搭载的高光谱成像仪获取的数据,在国土资源调查、土地利用监测、林业应用和应急灾害监测等陆地应用情况及研究成果进行了总结,系统梳理了天宫一号高光谱成像仪的优势及先进性,以期为国产高光谱数据的应用和后续同类型载荷的研发提供经验参考。
The application status and research results of Tiangong-1 hyperspectral imager data in land resource survey,land use monitoring,forestry application,emergency disaster monitoring and other areas were summarized in this paper. The advantages of Tiangong-1 hyperspectral data were systematically analyzed. This study can provide references for the application of domestic hyperspectral data and the sensor research of the same type of payload in the future.
The application status and research results of Tiangong-1 hyperspectral imager data in land resource survey,land use monitoring,forestry application,emergency disaster monitoring and other areas were summarized in this paper. The advantages of Tiangong-1 hyperspectral data were systematically analyzed. This study can provide references for the application of domestic hyperspectral data and the sensor research of the same type of payload in the future.
引文
[1]高铭,张善从,李盛阳.天宫一号高光谱成像仪遥感应用[J].遥感学报,2014,18(s1):2-10.Gao M,Zhang S C,Li S Y.Tiangong-1 hyperspectral remote sensing and application[J].Journal of Remote Sensing,2014,18(s1):2-10.(in Chinese)
[2]颜昌翔.高光谱成像仪发展简况[J].遥感学报,2014,18(s1):11-19.Yan C X.A brief introduction to the development of hyperspectralimager[J].Journal of Remote Sensing,2014,18(s1):11-19.(in Chinese)
[3]中国科学院空间应用工程与技术中心.天宫一号对地观测领域数据应用成果[N/OL].Technology and Engineering Center for Space Utilization,Chinese Academy of Sciences.Data application results of Tiangong-1 earth observation area[N/OL].(in Chinese)http://www.msadc.cn/cgzs,2016-03.
[4]中国科学院空间应用工程与技术中心.天宫一号数据应用成效显著&服务经济社会发展[N/OL].Technology and Engineering Center for Space Utilization,Chinese Academy of Sciences.Tiangong-1 data application has achieved remarkable results in serving economic and social development[N/OL].(in Chinese)http://www.csu.cas.cn/xwkx/tpxw/201604/t201604114581296.html.
[5]李志忠,汪大明,刘德长,等.高光谱遥感技术及资源勘查应用进展[J].地球科学(中国地质大学学报),2015,40(08):1287-1294.Li Z Z,Wang D M,Liu D C,et al.Hyperspectral remote sensing technology and its progress in resources exploration[J].Earth Science-Journal of China University of Geosciences,2015,40(08):1287-1294.(in Chinese)
[6]童庆禧,张兵,张立福.中国高光谱遥感的前沿进展[J].遥感学报,2016,20(05):689-707.Tong Q X,Zhang B,Zhang L F.Current progress of hyperspectral remote sensing in China[J].Journal of Remote Sensing,2016,20(5):689-707.(in Chinese)
[7]闫柏琨,董新丰,王喆,等.航空高光谱遥感矿物信息提取技术及其应用进展-以中国西部成矿带调查为例[J].中国地质调查,2016,3(4):55-62.Yan B K,Dong X F,Wang Z,et al.Mineral information extraction technology by airborne hyperspectral remote sensing and its application progress:an example of mineralization belts of western China[J].Geological Survey of China,2016,3(4):55-62.(in Chinese)
[8]闫柏琨.基于天宫一号与CASI_SASI高光谱数据的西部成矿带矿物填图与找矿预测[J].科技成果管理与研究,2015(8):75-78.Yan B K.Mineral mapping and prospecting prediction in Western metallogenic belt based on Tiangong-1 and CASI_SASI hyperspectraldata[J].Management and Research on Scientific&Technological Achievements,2015(8):75-78.(in Chinese)
[9]中国科学院空间应用工程与技术中心.矿物分布调查[N/OL].Technology and Engineering Center for Space Utilization,Chinese Academy of Sciences.Investigation of mineral distribution[N/OL].(in Chinese)http://www.msadc.cn/cgzs/ddgc/kchyqzy/74.html,2014-02-09.
[10]Liu L,Feng J L,Rivard B,et al.Alteration mapping results using spaceborne Tiangong-1 hyperspectral imagery:example from the Jintanzi gold province,China[J].International journal of Applied Earth Observation and Geoinformation,2018,64:275-286.
[11]赵欣梅.基于烃类微渗漏理论的高光谱遥感油气异常探测方法研究[D].北京:中国地质大学,2007.Zhao X M.Oil and Gas Anomaly Detection Based on Hyperspectral Remote Sensing Based on Hydrocarbon Microleakage Theory[D].Beijing:China University of Geosciences,2007.(in Chinese)
[12]张艮中,吴太夏,刘佳,等.天宫一号高光谱数据相关检测法蚀变信息提取[J].遥感学报,2014,18(s1):84-91.Zhang G Z,Wu T X,Liu J,et al.Alteration information extraction of Tiangong-1 hyperspectral data based on band correlation detection[J].Journal of Remote Sensing,2014,18(s1):84-91.(in Chinese)
[13]杨达昌,陈洁,高子弘,等.天宫一号高光谱数据烃类微渗漏信息提取[J].国土资源遥感,2018,20(2):107-113.Yang D C,Chen J,Gang Z H,et al.Extraction of hydrocarbon micro-seepage information based on TG-1 hyperspectral[J].Remote Sensing for Land&Resources,2018,20(2):107-113.(in Chinese)
[14]徐美,黄诗峰,黄绚.遥感用于土地利用变化动态监测中的若干问题探讨[J].遥感技术与应用,2000,15(4):252-255.Xu M,Huang S F,Huang X.Discussion of several key problems about dynamic detection of land use by remote sensing[J].Remote Sensing Technology and Application,2000,15(4):252-255.(in Chinese)
[15]胡勇,刘良云.基于天宫一号高光谱数据与Landsat TM数据的湿地利用变化监测[J].遥感学报,2014,18(s1):116-120.Hu Y,Liu L Y.Monitoring wetlands changes using Tiangong-1 hyperspectral data and Landsat TM imagery[J].Journal of Remote Sensing,2014,18(s1):116-120.(in Chinese)
[16]马伟波,谭琨,李海东,等.基于超限学习机的矿区土壤重金属高光谱反演[J].生态与农村环境学报,2016,32(2):213-218.Ma W B,Tan K,Li H D,et al.Hyperspectral inversion of heavy metals in soil of a mining area using extreme learning machine[J].Journal of Ecology and Rural Environment,2016,32(2):213-218.(in Chinese)
[17]王天星.地表参数遥感定量反演及其在城市热环境研究中的应用[D].福州:福建师范大学,2008:1-6.Wang T X.Remote Sensing Quantitative Inversion of Surface Parameters and Its Application in the Study of Urban Thermal Environment[D].Fuzhou:Fujian Normal University,2008:1-6.(in Chinese)
[18]历华,杜永明,柳钦火,等.天宫一号数据地表温度反演及其在城市热岛效应中的应用[J].遥感学报,2014,18(s1):133-143.Li H,Du Y M,Liu Q H,et al.Land surface temperature retrieval from Tiangong-1 data and its applications in urban heat island effect[J].Journal of Remote Sensing,2014,18(s1):133-143.(in Chinese)
[19]王妮,彭世揆,李明诗.基于树种分类的高分辨率遥感数据纹理特征分析[J].浙江农林大学学报,2012,29(2):210-217.Wang N,Peng S K,Li M S.High-resolution remote sensing of textural images for tree species classification[J].Journal of Zhejiang A&F University,2012,29(2):210-217.(in Chinese)
[20]范应龙,谭炳香,东启亮.利用天宫一号高光谱数据识别植被类型的评估研究[J].遥感学报,2014,18(s1):98-106.Fan Y L,Tan B X,Dong Q L.Assessing classification capacity of hyperspectral data of Tiangong-1 based on See5.0[J].Journal of Remote Sensing,2014,18(s1):98-106.(in Chinese)
[21]庞勇,张连华,李增元,等.利用天宫一号和Landsat7对地观测数据的森林变化检测[J].遥感学报,2014,18(s1):121-125.Pang Y,Zhang L H,Li Z Y,et al.Forest change detection using Tiangong-1 and Landsat 7 earth observation data[J].Journal of Remote Sensing,2014,18(s1):121-125.(in Chinese)
[22]吴俊君,高志海,李增元,等.基于天宫一号高光谱数据的荒漠化地区稀疏植被参量估测[J].光谱学与光谱分析,2014,34(3):751-756.Wu J J,Gao Z H,Li Z Y,et al.Estimation for sparse vegetation information in desertification region based on Tiangong-1hyperspectral image[J].Spectroscopy and Spectral Analysis,2014,34(3):751-756.(in Chinese)
[23]中国科学院空间应用工程与技术中心.荒漠化监测[N/OL].Technology and Engineering Center for Space Utilization,Chinese Academy of Sciences.Desertification monitoring[N/OL].(in Chinese)http://www.msadc.cn/cgzs/ddgc/lyyy/227.html,2014-2-09.
[24]陈卫荣,王静巧,曾湧.中国向澳大利亚提供澳森林大火卫星遥感监测数据[J].卫星应用,2014(01):48-49.Chen W R,Wang J Q,Zeng Y.China provides Australia satellite remote sensing monitoring data for forest fires to Australia[J].Satellite Application,2014(01):48-49.(in Chinese)
[25]中国科学院空间应用工程与技术中心.澳大利亚新南维尔士州森林大火监测[N/OL].Technology and Engineering Center for Space Utilization,Chinese Academy of Sciences.New South Wales Australia forest fire monitoring[N/OL].(in Chinese)http://www.msadc.cn/cgzs/ddgc/yjzhjc/215.html,2014-02-10.
[26]覃先林,朱曦,杨飞,等.天宫一号高光谱数据探测火情状态敏感谱段分析[J].光谱学与光谱分析,2013,33(7):1908-1911.Qin X L,Zhu X,Yang F,et al.Analysis of sensitive spectral bands for burning status detection using hyper-spectral images of Tiangong-1[J].Spectroscopy and Spectral Analysis,2013,33(7):1908-1911.(in Chinese)
[27]中国科学院空间应用工程与技术中心.天宫一号[N/OL].Technology and Engineering center for Space Utilization,Chinese Academy of Sciences.Tiangong-1[N/OL].(in Chinese)http://www.csu.cas.cn/gcdt/kjyyxt/yyxtrw/tg1.
[28]陶媛,胡凯衡,田永中,等.云南鲁甸地震次生山地灾害分布规律及特征[J].地球科学与环境学报,2015,37(04):84-93.Tao Y,Hu K H,Tian Y Z,et al.Distribution and characteristics of secondary mountain hazards triggered by Ludian earthquake in Yunnan[J].Journal of Earth Sciences and Environment,2015,37(04):84-93.(in Chinese)
[2]颜昌翔.高光谱成像仪发展简况[J].遥感学报,2014,18(s1):11-19.Yan C X.A brief introduction to the development of hyperspectralimager[J].Journal of Remote Sensing,2014,18(s1):11-19.(in Chinese)
[3]中国科学院空间应用工程与技术中心.天宫一号对地观测领域数据应用成果[N/OL].Technology and Engineering Center for Space Utilization,Chinese Academy of Sciences.Data application results of Tiangong-1 earth observation area[N/OL].(in Chinese)http://www.msadc.cn/cgzs,2016-03.
[4]中国科学院空间应用工程与技术中心.天宫一号数据应用成效显著&服务经济社会发展[N/OL].Technology and Engineering Center for Space Utilization,Chinese Academy of Sciences.Tiangong-1 data application has achieved remarkable results in serving economic and social development[N/OL].(in Chinese)http://www.csu.cas.cn/xwkx/tpxw/201604/t201604114581296.html.
[5]李志忠,汪大明,刘德长,等.高光谱遥感技术及资源勘查应用进展[J].地球科学(中国地质大学学报),2015,40(08):1287-1294.Li Z Z,Wang D M,Liu D C,et al.Hyperspectral remote sensing technology and its progress in resources exploration[J].Earth Science-Journal of China University of Geosciences,2015,40(08):1287-1294.(in Chinese)
[6]童庆禧,张兵,张立福.中国高光谱遥感的前沿进展[J].遥感学报,2016,20(05):689-707.Tong Q X,Zhang B,Zhang L F.Current progress of hyperspectral remote sensing in China[J].Journal of Remote Sensing,2016,20(5):689-707.(in Chinese)
[7]闫柏琨,董新丰,王喆,等.航空高光谱遥感矿物信息提取技术及其应用进展-以中国西部成矿带调查为例[J].中国地质调查,2016,3(4):55-62.Yan B K,Dong X F,Wang Z,et al.Mineral information extraction technology by airborne hyperspectral remote sensing and its application progress:an example of mineralization belts of western China[J].Geological Survey of China,2016,3(4):55-62.(in Chinese)
[8]闫柏琨.基于天宫一号与CASI_SASI高光谱数据的西部成矿带矿物填图与找矿预测[J].科技成果管理与研究,2015(8):75-78.Yan B K.Mineral mapping and prospecting prediction in Western metallogenic belt based on Tiangong-1 and CASI_SASI hyperspectraldata[J].Management and Research on Scientific&Technological Achievements,2015(8):75-78.(in Chinese)
[9]中国科学院空间应用工程与技术中心.矿物分布调查[N/OL].Technology and Engineering Center for Space Utilization,Chinese Academy of Sciences.Investigation of mineral distribution[N/OL].(in Chinese)http://www.msadc.cn/cgzs/ddgc/kchyqzy/74.html,2014-02-09.
[10]Liu L,Feng J L,Rivard B,et al.Alteration mapping results using spaceborne Tiangong-1 hyperspectral imagery:example from the Jintanzi gold province,China[J].International journal of Applied Earth Observation and Geoinformation,2018,64:275-286.
[11]赵欣梅.基于烃类微渗漏理论的高光谱遥感油气异常探测方法研究[D].北京:中国地质大学,2007.Zhao X M.Oil and Gas Anomaly Detection Based on Hyperspectral Remote Sensing Based on Hydrocarbon Microleakage Theory[D].Beijing:China University of Geosciences,2007.(in Chinese)
[12]张艮中,吴太夏,刘佳,等.天宫一号高光谱数据相关检测法蚀变信息提取[J].遥感学报,2014,18(s1):84-91.Zhang G Z,Wu T X,Liu J,et al.Alteration information extraction of Tiangong-1 hyperspectral data based on band correlation detection[J].Journal of Remote Sensing,2014,18(s1):84-91.(in Chinese)
[13]杨达昌,陈洁,高子弘,等.天宫一号高光谱数据烃类微渗漏信息提取[J].国土资源遥感,2018,20(2):107-113.Yang D C,Chen J,Gang Z H,et al.Extraction of hydrocarbon micro-seepage information based on TG-1 hyperspectral[J].Remote Sensing for Land&Resources,2018,20(2):107-113.(in Chinese)
[14]徐美,黄诗峰,黄绚.遥感用于土地利用变化动态监测中的若干问题探讨[J].遥感技术与应用,2000,15(4):252-255.Xu M,Huang S F,Huang X.Discussion of several key problems about dynamic detection of land use by remote sensing[J].Remote Sensing Technology and Application,2000,15(4):252-255.(in Chinese)
[15]胡勇,刘良云.基于天宫一号高光谱数据与Landsat TM数据的湿地利用变化监测[J].遥感学报,2014,18(s1):116-120.Hu Y,Liu L Y.Monitoring wetlands changes using Tiangong-1 hyperspectral data and Landsat TM imagery[J].Journal of Remote Sensing,2014,18(s1):116-120.(in Chinese)
[16]马伟波,谭琨,李海东,等.基于超限学习机的矿区土壤重金属高光谱反演[J].生态与农村环境学报,2016,32(2):213-218.Ma W B,Tan K,Li H D,et al.Hyperspectral inversion of heavy metals in soil of a mining area using extreme learning machine[J].Journal of Ecology and Rural Environment,2016,32(2):213-218.(in Chinese)
[17]王天星.地表参数遥感定量反演及其在城市热环境研究中的应用[D].福州:福建师范大学,2008:1-6.Wang T X.Remote Sensing Quantitative Inversion of Surface Parameters and Its Application in the Study of Urban Thermal Environment[D].Fuzhou:Fujian Normal University,2008:1-6.(in Chinese)
[18]历华,杜永明,柳钦火,等.天宫一号数据地表温度反演及其在城市热岛效应中的应用[J].遥感学报,2014,18(s1):133-143.Li H,Du Y M,Liu Q H,et al.Land surface temperature retrieval from Tiangong-1 data and its applications in urban heat island effect[J].Journal of Remote Sensing,2014,18(s1):133-143.(in Chinese)
[19]王妮,彭世揆,李明诗.基于树种分类的高分辨率遥感数据纹理特征分析[J].浙江农林大学学报,2012,29(2):210-217.Wang N,Peng S K,Li M S.High-resolution remote sensing of textural images for tree species classification[J].Journal of Zhejiang A&F University,2012,29(2):210-217.(in Chinese)
[20]范应龙,谭炳香,东启亮.利用天宫一号高光谱数据识别植被类型的评估研究[J].遥感学报,2014,18(s1):98-106.Fan Y L,Tan B X,Dong Q L.Assessing classification capacity of hyperspectral data of Tiangong-1 based on See5.0[J].Journal of Remote Sensing,2014,18(s1):98-106.(in Chinese)
[21]庞勇,张连华,李增元,等.利用天宫一号和Landsat7对地观测数据的森林变化检测[J].遥感学报,2014,18(s1):121-125.Pang Y,Zhang L H,Li Z Y,et al.Forest change detection using Tiangong-1 and Landsat 7 earth observation data[J].Journal of Remote Sensing,2014,18(s1):121-125.(in Chinese)
[22]吴俊君,高志海,李增元,等.基于天宫一号高光谱数据的荒漠化地区稀疏植被参量估测[J].光谱学与光谱分析,2014,34(3):751-756.Wu J J,Gao Z H,Li Z Y,et al.Estimation for sparse vegetation information in desertification region based on Tiangong-1hyperspectral image[J].Spectroscopy and Spectral Analysis,2014,34(3):751-756.(in Chinese)
[23]中国科学院空间应用工程与技术中心.荒漠化监测[N/OL].Technology and Engineering Center for Space Utilization,Chinese Academy of Sciences.Desertification monitoring[N/OL].(in Chinese)http://www.msadc.cn/cgzs/ddgc/lyyy/227.html,2014-2-09.
[24]陈卫荣,王静巧,曾湧.中国向澳大利亚提供澳森林大火卫星遥感监测数据[J].卫星应用,2014(01):48-49.Chen W R,Wang J Q,Zeng Y.China provides Australia satellite remote sensing monitoring data for forest fires to Australia[J].Satellite Application,2014(01):48-49.(in Chinese)
[25]中国科学院空间应用工程与技术中心.澳大利亚新南维尔士州森林大火监测[N/OL].Technology and Engineering Center for Space Utilization,Chinese Academy of Sciences.New South Wales Australia forest fire monitoring[N/OL].(in Chinese)http://www.msadc.cn/cgzs/ddgc/yjzhjc/215.html,2014-02-10.
[26]覃先林,朱曦,杨飞,等.天宫一号高光谱数据探测火情状态敏感谱段分析[J].光谱学与光谱分析,2013,33(7):1908-1911.Qin X L,Zhu X,Yang F,et al.Analysis of sensitive spectral bands for burning status detection using hyper-spectral images of Tiangong-1[J].Spectroscopy and Spectral Analysis,2013,33(7):1908-1911.(in Chinese)
[27]中国科学院空间应用工程与技术中心.天宫一号[N/OL].Technology and Engineering center for Space Utilization,Chinese Academy of Sciences.Tiangong-1[N/OL].(in Chinese)http://www.csu.cas.cn/gcdt/kjyyxt/yyxtrw/tg1.
[28]陶媛,胡凯衡,田永中,等.云南鲁甸地震次生山地灾害分布规律及特征[J].地球科学与环境学报,2015,37(04):84-93.Tao Y,Hu K H,Tian Y Z,et al.Distribution and characteristics of secondary mountain hazards triggered by Ludian earthquake in Yunnan[J].Journal of Earth Sciences and Environment,2015,37(04):84-93.(in Chinese)