地温敏感波段的遥感图像反演算法研究Research on retrieval of remote sensing images on surface temperature-sensitive band
张晓,汤瑜瑜,危峻
摘要(Abstract):
针对应用于地表温度反演的航天遥感数据波段选择问题,文章提出了利用波长范围为8~10.5μm的热红外遥感数据反演地表温度的单通道反演算法:从温度敏感性的角度证明了利用波长范围为8~10.5μm的遥感数据反演地表温度的合理性;在此基础上,将仪器光谱响应率引入到基于大气校正原理的单通道反演算法中,提高了地表温度的反演精度。最后通过实验证明了利用此波段的热红外遥感数据反演地表温度的可行性。
关键词(KeyWords): 敏感波段反演;单通道算法;辐射传输
基金项目(Foundation): 国家高技术研究发展计划(民口863计划)项目(2013AA121102);; 中科院知识创新工程项目(Y1X09029N0X)
作者(Author): 张晓,汤瑜瑜,危峻
DOI: 10.16251/j.cnki.1009-2307.2015.05.009
参考文献(References):
- [1]ANDERSEN H S.Land Surface Temperature Estimation Based on NOAA-AVHRR Data during the HAPEX-Sahelex Periment[J].Journal of Hydrology,1997,189(1-4):788-8141.
- [2]QIN Zhi-hao,KARNIELI A.Progress in the Remote Sensing of Land Surface Temperature and Ground Emissivity Using NOAA-AVHRR Data[J].International Journal of Remote Sensing,1999,20(12):2367-2393.
- [3]孟鹏,胡勇,巩彩兰,等.热红外遥感地表温度反演研究现状与发展趋势[J].遥感信息,2012,27(6):118-123.
- [4]WUKELIC G E,GIBBONS D E,MARTUCCI L M,et al.Radiometric Calibration of Landsat Thermatic Mapper Thermal Band[J].Remote Sensing of Environment,1989,28:339-347.
- [5]SCHNEIDER K,MAUSER W.Processing and Accuracy of Landsat Thematic Mapper Data for Lake Surface Temperature Measurement[J].International Journal of Remote Sensing,1996,17:2027-2041.
- [6]VERMOTE E F,TanréD,DEUZE J L,et al.Second Simulation of the Satellite Signal in the Solar Spectrum,6S:an Overview[C]//Geo-science and Remote Sensing,IEEE Transactions.1997,35(3):675-686.
- [7]PRATA A J,CASELLES V,COLL C,et al.Thermal Remote Sensing of Land Surface Temperature from Satellites:Current Status and Future Prospects[J].Remote Sensing Reviews,1995(12):175-224.
- [8]覃志豪,ZHANG M,KARNOELI A,等.用陆地卫星TM6数据演算地表温度的单窗算法[J].地理学报,2001,56(4):456-466.
- [9]SOBRINO J A,JIMNEZ-MUNOZ J C,PAOLINI L.Land Surface Temperature Retrieval from LANDSAT TM5[J].Remote Sensing of Environment,2004,90:434-440.
- [10]黄妙芬,邢旭峰,王培娟,等.利用LANDSAT/TM热红外通道反演地表温度的三种方法比较[J].干旱区地理,2006,19(1):133-137.
- [11]张兆明,何国金,肖荣波,等.利用TM6数据反演陆地表面温度新算法研究[J].遥感技术与应用,2005,20(6):547-550.
- [12]丁凤,徐涵秋.TM热波段图像的地表温度反演算法与实验分析[J].地球信息科学,2006,8(3):125-130.
- [13]BECKER F,LI Z L.Temperature-independent Spectral Indices in Thermal Infrared Bands[J].Remote Sensing of Environment,1990,32(1):17-331.
- [14]SCHMUGGE T,HOOK S J,COLL C.Recovering Surface Temperature and Emissivity from Thermal Infrared Multispectral Data[J].Remote Sensing of Environment,1998,65:121-131.
- [15]SNYDER W C,WAN.Classification-based Emissivity for Land Surfaces Temperature Measurement from Space[J].INT J of Remote Sensing,1998,38:19-34.
- [16]覃志豪,李文娟,徐斌,等.陆地卫星TM6波段范围内地表比辐射率的估计[J].国土资源遥感,2004,61(3):28-41.
- [17]VAN DE GRIEND A A,OWE M.On the Relationship between Thermal Emissivity and the Normalized Difference Vegetation Index for Natural Surfaces[J].International Journal of Remote Sensing,1993,14(6):1119-1131.
- [18]SCHOTT J R,VOLCHOK W J.Thematic Mapper Thermal Infrared Calibration[J].Photogrammetric Engineering and Remote Sensing,1985,51:1351-1357.
- [19]马亮,危峻,黄小仙,等.光栅色散型成像光谱仪的实验室光谱定标方法研究[J].激光与光电子学进展,2013,50(1):1-5.
- [20]MARKHAM B L,BARKER J L.Landsat-MSS and TM Post Calibration Dynamic Ranges,Atmospheric Reflectance and At-satellite Temperature[J].EOSA T Landsat Technical Notes,1986(1):3-8.
- [21]SOSPEDRA F,CASELLES V,VALOR E.Effective Wavenumber for Thermal Infrared Bands Application to Landsat TM[J].International Journal of Remote Sensing,1998,19:2105-2117.