基于热红外遥感数据辽东地热区地表温度反演
|
摘要
为解决地热资源的勘探开发问题,基于新型的Landsat-8热红外遥感数据,采用大气校正法(RTE:Radiative Transfer Equation)反演出辽东地热区在2014年不同月份的地表温度,并将反演结果中的高温异常区与研究区内已知温泉点的空间分布特征进行对比,结果表明,两组数据在8、9月份时具有很高的空间相关性。该方法及结果对于探明辽东地热资源的空间分布及进一步勘探开发具有重要的指示意义。
In order to solve the problem of geothermal resources exploration and development,the retrieval of land surface temperature based on thermal infrared remote sensing data has become a new technology to find geothermal resources.We used multiple months Landsat-8 data with the atmospheric correction method(RTE:Radiative Transfer Equation) to perform land surface temperature retrieval.Through the comparison of temperature inversion results and the verification of the point coordinates of the hot springs,the accuracy of August and September were relatively high and reliable.By comparison the spatial distribution of the high temperature regions and the fracture tectonic we conclude that they have a very high degree of similarity.Therefore,it is possible to infer the existence of geothermal resources through the high temperature regions and geological structures of inversion results.
In order to solve the problem of geothermal resources exploration and development,the retrieval of land surface temperature based on thermal infrared remote sensing data has become a new technology to find geothermal resources.We used multiple months Landsat-8 data with the atmospheric correction method(RTE:Radiative Transfer Equation) to perform land surface temperature retrieval.Through the comparison of temperature inversion results and the verification of the point coordinates of the hot springs,the accuracy of August and September were relatively high and reliable.By comparison the spatial distribution of the high temperature regions and the fracture tectonic we conclude that they have a very high degree of similarity.Therefore,it is possible to infer the existence of geothermal resources through the high temperature regions and geological structures of inversion results.
引文
[1]李小文,汪骏发,王锦地,等.多角度与热红外对地遥感[M].北京:科学出版社,2001.LI Xiaowen,WANG Junfa,WANG Jindi,et al.Multi-Angle and Thermal Infrared Remote Sensing[M].Beijing:Science Press,2001.
[2]连胤卓.地热资源的热红外遥感技术探测方法研究[D].太原:太原理工大学矿业工程学院,2007.LIAN Yinzhuo.Research on the Exploring Methodology of Thermal Remote Sensing of Terrestrial Heat Resource[D].Taiyuan:College of Mining Engineering,Taiyuan University of Technology,2007.
[3]SOBRINO J A,JIMNEZ-MUOZ J C,PAOLINI L.Land Surface Temperature Retrieval from LANDSAT TM 5[J].Remote Sensing of Environment,2004,90(4):434-440.
[4]LI F,JACKSON T J,KUSTAS W P,et al.Deriving Land Surface Temperature from Landsat 5 and 7 during SMEX02/SMACEX[J].Remote Sensing of Environment,2004,92(4):521-534.
[5]毛克彪,唐华俊,周清波,等.用辐射传输方程从MODIS数据中反演地表温度的方法[J].兰州大学学报:自然科学版,2007(4):12-17.MAO Kebiao,TANG Huajun,ZHOU Qingbo,et al.Retrieving Land Surface Temperature from MODIS Data by Using Radiance Transfer Equation[J].Journal of Lanzhou University:Natural Science Edition,2007(4):12-17.
[6]QIN Z H,ZHANG M,KARNIELI A.Mono-Window Algorithm for Retrieving Land Surface Temperature from Landsat TM6Data[J].Acta Geographica Sinica,2001,56(4):456-466.
[7]JIMNEZ-MUOZ J C,SOBRINO J A.A Generalized Single-Channel Method for Retrieving Land Surface Temperature from Remote Sensing Data[J].Journal of Geophysical Research Atmospheres,2003,108(22):2015-2023.
[8]周纪,李京,赵祥,等.用HJ-1B卫星数据反演地表温度的修正单通道算法[J].红外与毫米波学报,2011,30(1):61-67.ZHOU Ji,LI Jing,ZHAO Xiang,et al.A Modified Single-Channel Algorithm for Land Surface Temperature Retrieval form HJ-1B Satellite Data[J].Journal of Infrared and Millimeter Waves,2011,30(1):61-67.
[9]WAN Z,DOZIER J.A Generalized Split-Window Algorithm for Retrieving Land-Surface Temperature from Space[J].IEEE Transactions on Geoscience and Remote Sensing,1996,34(4):892-905.
[10]RI CHANGIN,柳钦火,历华,等.针对Terra/MODIS数据的改进分裂窗地表温度反演算法[J].遥感学报,2013,17(4):830-840.RI CHANGIN,LIU Qiuhuo,LI Hua,et al.Improved Split Window Algorithm to Retrieve LST from Terra/MODIS Data[J].Journal of Remote Sensing,2013,17(4):830-840.
[11]SOBRINO J A,LI Z L,STOLL M P,et al.Multi-Channel and Multi-Angle Algorithms for Estimating Sea and Land Surface Temperature with ATSR Data[J].International Journal of Remote Sensing,1996,17(11):2089-2114.
[12]GILLESPIE A,ROKUGAWA S,MATSUNAGA T,et al.A Temperature and Emissivity Separation Algorithm for Advanced Spaceborne Thermal Emission and Reflection Radiometer(ASTER)Images[J].IEEE Transactions on Geoscience&Remote Sensing,2002,36(4):1113-1126.
[13]毛克彪,施建成,覃志豪,等.一个针对ASTER数据同时反演地表温度和比辐射率的四通道算法[J].遥感学报,2006,10(4):593-599.MAO Kebiao,SHI Jiancheng,QIN Zhihao,et al.A Four-Channel Algorithm for Retrieving Land Surface Temperature and Emissivity from ASTER Data[J].Journal of Remote Sensing,2006,10(4):593-599.
[14]李文庆.辽宁东部地区地热特征及岩石放射性生热对地热资源潜力的影响[D].长春:吉林大学地球科学学院,2015.LI Wenqing.The Influence of Geothermal Features and Radioactive Heat Production of Rocks to Potential of Geothermal Resources in Eastern Area of Liaoning Province[D].Changchun:College of Earth Science,Jilin University,2015.
[15]冯向东,綦巍.辽宁省地热资源潜力及开发利用对策[J].国土资源,2008(S1):98-99.FENG Xiangdong,QI Wei.Geothermal Resource Potential and Exploitation Countermeasure of Liaoning Province[J].Land&Resources,2008(S1):98-99.
[16]张玉君.Landsat8简介[J].国土资源遥感,2013,25(1):176-177.ZHANG Yujun.An Introduction about Landat8[J].Remote Sensing for Land&Resources,2013,25(1):176-177.
[17]徐涵秋.新型Landsat8卫星影像的反射率和地表温度反演[J].地球物理学报,2015,58(3):741-747.XU Hanqiu.Retrieval of the Reflectance and Land Surface Temperature of the Newly-Launched Landsat 8 Satellite[J].Chinese Journal of Geophysics,2015,58(3):741-747.
[18]刘广杰,王金亮.基于TM影像的唐山市城市热岛效应研究[J].环境科学导刊,2015,34(4):118-122.LIU Guangjie,WANG Jinliang.Research on Urban Heat Island Effect Based on Landsat TM Image of Tangshan City[J].Environmental Science Survey,2015,34(4):118-122.
[19]HELEN M DE KLERK,JASON GILBERTSON,MELANIE LCK-VOGEL,et al.Using Remote Sensing in Support of Environmental Management:A Framework for Selecting Products,Algorithms and Methods[J].Journal of Environmental Management,2016,182:564-573.
[20]徐涵秋.Landsat 8热红外数据定标参数的变化及其对地表温度反演的影响[J].遥感学报,2016,20(2):229-235.XU Hanqiu.Change of Landsat 8 TIRS Calibration Parameters and Its Effect on Land Surface Temperature Retrieval[J].Journal of Remote Sensing,2016,20(2):229-235.
[21]WAN Zhengming,LI Zhaoliang.A Physics-Based Algorithm for Retrieving-Gland-Surface Emissivity and Temperature from EOS/MODIS Data[J].IEEE Transaction on Geoscience and Remote Sensing,1997,35(4):980-996.
[22]WAN Zhengming,ZHANG Yuelan.Quality Assessment and Validation of the MODIS Global Land Surface Temperature[J].International Journal of Remote Sensing,2004,25(1):261-274.
[23]宋挺,段峥,刘军志,等.Landsat 8数据地表温度反演算法对比[J].遥感学报,2015,19(3):451-464.SONG Ting,DUAN Zheng,LIU Junzhi,et al.Comparison of Four Algorithms to Retrieve Land Surface Temperature Using Landsat 8 Satellite[J].Journal of Remote Sensing,2015,19(3):451-464.
[24]贺金鑫,梁晓军,路来君,等.内蒙古大营铀矿区高光谱遥感蚀变信息提取[J].吉林大学学报:信息科学版,2017,35(2):153-157.HE Jinxin,LIANG Xiaojun,LU Laijun,et al.Extraction of Hyperspectral Remote Sensing Alteration Information in Daying Uranium Deposit Inner Mongolia[J].Journal of Jilin University:Information Science Edition,2017,35(2):153-157.
[25]马馨宏,郭树旭.高光谱遥感图像的稀疏分解与压缩感知[J].吉林大学学报:理学版,2015,53(4):767-772.MA Xinhong,GUO Shuxu.Compressed Sensing and Sparse Decomposition of Hyperspectral Remote Sensing Images[J].Journal of Jilin University:Science Edition,2015,53(4):767-772.
[26]LIU J,LIU Y.Hyperspectral Remote Sensing Images Terrain Classification in DCT SRDA Subspace[J].Journal of China Universities of Posts&Telecommunications,2015,22(1):65-71.
[2]连胤卓.地热资源的热红外遥感技术探测方法研究[D].太原:太原理工大学矿业工程学院,2007.LIAN Yinzhuo.Research on the Exploring Methodology of Thermal Remote Sensing of Terrestrial Heat Resource[D].Taiyuan:College of Mining Engineering,Taiyuan University of Technology,2007.
[3]SOBRINO J A,JIMNEZ-MUOZ J C,PAOLINI L.Land Surface Temperature Retrieval from LANDSAT TM 5[J].Remote Sensing of Environment,2004,90(4):434-440.
[4]LI F,JACKSON T J,KUSTAS W P,et al.Deriving Land Surface Temperature from Landsat 5 and 7 during SMEX02/SMACEX[J].Remote Sensing of Environment,2004,92(4):521-534.
[5]毛克彪,唐华俊,周清波,等.用辐射传输方程从MODIS数据中反演地表温度的方法[J].兰州大学学报:自然科学版,2007(4):12-17.MAO Kebiao,TANG Huajun,ZHOU Qingbo,et al.Retrieving Land Surface Temperature from MODIS Data by Using Radiance Transfer Equation[J].Journal of Lanzhou University:Natural Science Edition,2007(4):12-17.
[6]QIN Z H,ZHANG M,KARNIELI A.Mono-Window Algorithm for Retrieving Land Surface Temperature from Landsat TM6Data[J].Acta Geographica Sinica,2001,56(4):456-466.
[7]JIMNEZ-MUOZ J C,SOBRINO J A.A Generalized Single-Channel Method for Retrieving Land Surface Temperature from Remote Sensing Data[J].Journal of Geophysical Research Atmospheres,2003,108(22):2015-2023.
[8]周纪,李京,赵祥,等.用HJ-1B卫星数据反演地表温度的修正单通道算法[J].红外与毫米波学报,2011,30(1):61-67.ZHOU Ji,LI Jing,ZHAO Xiang,et al.A Modified Single-Channel Algorithm for Land Surface Temperature Retrieval form HJ-1B Satellite Data[J].Journal of Infrared and Millimeter Waves,2011,30(1):61-67.
[9]WAN Z,DOZIER J.A Generalized Split-Window Algorithm for Retrieving Land-Surface Temperature from Space[J].IEEE Transactions on Geoscience and Remote Sensing,1996,34(4):892-905.
[10]RI CHANGIN,柳钦火,历华,等.针对Terra/MODIS数据的改进分裂窗地表温度反演算法[J].遥感学报,2013,17(4):830-840.RI CHANGIN,LIU Qiuhuo,LI Hua,et al.Improved Split Window Algorithm to Retrieve LST from Terra/MODIS Data[J].Journal of Remote Sensing,2013,17(4):830-840.
[11]SOBRINO J A,LI Z L,STOLL M P,et al.Multi-Channel and Multi-Angle Algorithms for Estimating Sea and Land Surface Temperature with ATSR Data[J].International Journal of Remote Sensing,1996,17(11):2089-2114.
[12]GILLESPIE A,ROKUGAWA S,MATSUNAGA T,et al.A Temperature and Emissivity Separation Algorithm for Advanced Spaceborne Thermal Emission and Reflection Radiometer(ASTER)Images[J].IEEE Transactions on Geoscience&Remote Sensing,2002,36(4):1113-1126.
[13]毛克彪,施建成,覃志豪,等.一个针对ASTER数据同时反演地表温度和比辐射率的四通道算法[J].遥感学报,2006,10(4):593-599.MAO Kebiao,SHI Jiancheng,QIN Zhihao,et al.A Four-Channel Algorithm for Retrieving Land Surface Temperature and Emissivity from ASTER Data[J].Journal of Remote Sensing,2006,10(4):593-599.
[14]李文庆.辽宁东部地区地热特征及岩石放射性生热对地热资源潜力的影响[D].长春:吉林大学地球科学学院,2015.LI Wenqing.The Influence of Geothermal Features and Radioactive Heat Production of Rocks to Potential of Geothermal Resources in Eastern Area of Liaoning Province[D].Changchun:College of Earth Science,Jilin University,2015.
[15]冯向东,綦巍.辽宁省地热资源潜力及开发利用对策[J].国土资源,2008(S1):98-99.FENG Xiangdong,QI Wei.Geothermal Resource Potential and Exploitation Countermeasure of Liaoning Province[J].Land&Resources,2008(S1):98-99.
[16]张玉君.Landsat8简介[J].国土资源遥感,2013,25(1):176-177.ZHANG Yujun.An Introduction about Landat8[J].Remote Sensing for Land&Resources,2013,25(1):176-177.
[17]徐涵秋.新型Landsat8卫星影像的反射率和地表温度反演[J].地球物理学报,2015,58(3):741-747.XU Hanqiu.Retrieval of the Reflectance and Land Surface Temperature of the Newly-Launched Landsat 8 Satellite[J].Chinese Journal of Geophysics,2015,58(3):741-747.
[18]刘广杰,王金亮.基于TM影像的唐山市城市热岛效应研究[J].环境科学导刊,2015,34(4):118-122.LIU Guangjie,WANG Jinliang.Research on Urban Heat Island Effect Based on Landsat TM Image of Tangshan City[J].Environmental Science Survey,2015,34(4):118-122.
[19]HELEN M DE KLERK,JASON GILBERTSON,MELANIE LCK-VOGEL,et al.Using Remote Sensing in Support of Environmental Management:A Framework for Selecting Products,Algorithms and Methods[J].Journal of Environmental Management,2016,182:564-573.
[20]徐涵秋.Landsat 8热红外数据定标参数的变化及其对地表温度反演的影响[J].遥感学报,2016,20(2):229-235.XU Hanqiu.Change of Landsat 8 TIRS Calibration Parameters and Its Effect on Land Surface Temperature Retrieval[J].Journal of Remote Sensing,2016,20(2):229-235.
[21]WAN Zhengming,LI Zhaoliang.A Physics-Based Algorithm for Retrieving-Gland-Surface Emissivity and Temperature from EOS/MODIS Data[J].IEEE Transaction on Geoscience and Remote Sensing,1997,35(4):980-996.
[22]WAN Zhengming,ZHANG Yuelan.Quality Assessment and Validation of the MODIS Global Land Surface Temperature[J].International Journal of Remote Sensing,2004,25(1):261-274.
[23]宋挺,段峥,刘军志,等.Landsat 8数据地表温度反演算法对比[J].遥感学报,2015,19(3):451-464.SONG Ting,DUAN Zheng,LIU Junzhi,et al.Comparison of Four Algorithms to Retrieve Land Surface Temperature Using Landsat 8 Satellite[J].Journal of Remote Sensing,2015,19(3):451-464.
[24]贺金鑫,梁晓军,路来君,等.内蒙古大营铀矿区高光谱遥感蚀变信息提取[J].吉林大学学报:信息科学版,2017,35(2):153-157.HE Jinxin,LIANG Xiaojun,LU Laijun,et al.Extraction of Hyperspectral Remote Sensing Alteration Information in Daying Uranium Deposit Inner Mongolia[J].Journal of Jilin University:Information Science Edition,2017,35(2):153-157.
[25]马馨宏,郭树旭.高光谱遥感图像的稀疏分解与压缩感知[J].吉林大学学报:理学版,2015,53(4):767-772.MA Xinhong,GUO Shuxu.Compressed Sensing and Sparse Decomposition of Hyperspectral Remote Sensing Images[J].Journal of Jilin University:Science Edition,2015,53(4):767-772.
[26]LIU J,LIU Y.Hyperspectral Remote Sensing Images Terrain Classification in DCT SRDA Subspace[J].Journal of China Universities of Posts&Telecommunications,2015,22(1):65-71.