предыдущий|следующий

On-orbit absolute radiometric calibration for optical remote sensing satellites： Progress and trends

  • role： First author第一作者
  • Affiliation：

    Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China

  • Email：llma@aoe.ac.cn
  • Introduction：马灵玲，研究方向为光学遥感定标与产品真实性检验。E-mail： llma@aoe.ac.cn
MA Lingling1,  
  • Affiliation：

    Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China

WANG Ning1,  
  • Affiliation：

    Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China

GAO Caixia1,  
  • Affiliation：

    Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China

ZHAO Yongguang1,  
  • Affiliation：

    Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, China

YANG Benyong2,  
  • role： Corresponding author通信作者
  • Affiliation：

    Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China

  • Email：xhwang@aoe.ac.cn
  • Introduction：王新鸿，研究方向为红外遥感定标与地表参数反演。E-mail： xhwang@aoe.ac.cn
WANG Xinhong1*,  
  • Affiliation：

    China Centre for Resources Satellite Data and Application, Beijing 100094, China

HAN Qijin3,  
  • Affiliation：

    National Meteorological Satellite Center, Beijing 100081, China

XU Na4,  
  • Affiliation：

    Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China

    College of Optoelectronics, University of Chinese Academy of Science, Beijing 100049, China

SONG Peilan15,  
  • Affiliation：

    Key Laboratory of Quantitative Remote Sensing Information Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China

LIU Yaokai1

реферат

On-orbit absolute radiometric calibration is an important prerequisite for the quantitative application of optical remote sensing satellite data. Given the complicated transfer chain of the radiometric benchmark that is difficult to realize, traditional field calibration (which takes at-ground measured target characteristics as a radiometric benchmark) may be inevitably affected by uncertainty factors, such as scale effect, atmospheric condition, and space environment perturbation. To date, the accuracy, consistency, and traceability of on-orbit radiometric calibration are still difficult to be solved. To address these problems, the “calibration benchmark satellite” can be used to carry spaceborne radiometric benchmark sensors and transfer their high-accuracy radiometric measurement values to other operational optical remote sensing satellites by synchronously observing the same at-ground targets/scenes. By precisely assessing the uncertainties introduced in various steps in the whole transfer chain, high consistency and traceability among different satellite remote sensing products can be achieved. In this study, starting with the technical requirements of on-orbit radiometric calibration for optical remote sensing satellites, the authors reviewed and described the developing processes and technical challenges related to common methods of on-orbit radiometric calibration, such as on-board, field, cross, and lunar-based calibrations. Furthermore, the most advanced calibration technology at present, namely, space-borne radiometric benchmark transfer calibration, was illustrated. In this advanced calibration scheme, radiometric benchmark sources that are traceable to the international system of units are installed in a small number of benchmark satellites. Consistent, high-accuracy, on-board radiometric benchmarks can be transferred to multi-series of operational satellites by means of cross-calibration based on synchronous observation of Earth/moon scenes. This calibration scheme is expected to extensively improve the international technical level of calibration and guarantee highly consistent and highly stable multi-source satellite data.

ключеви́че слова́

optical remote sensing;radiometric calibration;benchmark transfer;traceability

References

  1. 1.
    Abel P, Guenther B, Galimore R N and Cooper J W. 1993. Calibration results for NOAA-11 AVHRR channels 1 and 2 from congruent path aircraft observations. Journal of Atmospheric and Oceanic Technology, 10(4): 493-508
  2. 2.
    Anderson J G, Dykema J A, Goody R M, Hu H and Kirk-Davidoff D B. 2004. Absolute, spectrally-resolved, thermal radiance: a benchmark for climate monitoring from space. Journal of Quantitative Spectroscopy and Radiative Transfer, 85(3/4): 367-383
  3. 3.
    Barnes W L and Price J C. 1980. Calibration of a satellite infrared radiometer. Applied Optics, 19(13): 2153-2161
  4. 4.
    Barsi J A, Markham B L, Czapla-Myers J S, Helder D L, Hook S J, Schott J R and Haque M O. 2016. Landsat-7 ETM+ radiometric calibration status//Proceedings of SPIE 9972, Earth Observing Systems XXI. San Diego: SPIE: 99720C
  5. 5.
    Barsi J A, Schott J R, Hook S J, Raqueno N G, Markham B L and Radocinski R G. 2014. Landsat-8 thermal infrared sensor (TIRS) vicarious radiometric calibration. Remote Sensing, 6(11): 11607-11626
  6. 6.
    Berthelot B and Santer R. 2009. Calibration test sites selection and characterisation: site equipment and auxiliary data[EB/OL]. [2021-11-10].
  7. 7.
    Biggar S F, Dinguirard M C, Gellman D I, Henry P J, Jackson R D, Moran M S and Slater P N. 1991. Radiometric calibration of SPOT 2 HRV: a comparison of three methods//Proceedings of SPIE 1493, Calibration of Passive Remote Observing Optical and Microwave Instrumentation. Orlando: SPIE: 155-162
  8. 8.
    Biggar S F, Santer R P and Slater P N. 1990. Irradiance-based calibration of imaging sensors//10th Annual International Geoscience and Remote Sensing Symposium (IGARSS’90). College Park: IEEE: 507-510
  9. 9.
    Biggar S F, Slater P N and Gellman D I. 1994. Uncertainties in the in-flight calibration of sensors with reference to measured ground sites in the 0.4-1.1 μm range. Remote Sensing of Environment, 48(2): 245-252
  10. 10.
    Bourg L and Delwart S. 2006. MERIS instrument calibration//2nd Working Meeting on MERIS and AATSR Calibration and Geophysical Validation (MAVT-2006). Frascati: ESA: 1-10
  11. 11.
    Bouvet M, Thome K, Berthelot B, Bialek A, Czapla-Myers J, Fox N P, Goryl P, Henry P, Ma L L, Marcq S, Meygret A, Wenny B N and Woolliams E R. 2019. RadCalNet: a radiometric calibration network for earth observing imagers operating in the visible to shortwave infrared spectral range. Remote Sensing, 11(20): 2401
  12. 12.
    Bowen H S. 2002. Absolute Radiometric Calibration of the IKONOS Sensor Using Radiometrically Characterized Stellar Sources. In Proceedings of the PECORA 15, Land Satellite Information IV, ISPRS Commission I Symposium, Denver, CO, USA：ISPRS：7-13
  13. 13.
    Cao C Y, Uprety S and Blonski S. 2012. Establishing radiometric consistency among VIIRS, MODIS, and AVHRR using SNO and SNOx methods//2012 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Munich: IEEE: 6928-6931
  14. 14.
    Cao C Y, Weinreb M and Xu H. 2004. Predicting simultaneous nadir overpasses among polar-orbiting meteorological satellites for the intersatellite calibration of radiometers. Journal of Atmospheric and Oceanic Technology, 21(4): 537-542
  15. 15.
    Cao C Y, Xiong X X, Wu A S and Wu X Q. 2008. Assessing the consistency of AVHRR and MODIS L1B reflectance for generating fundamental climate data records. Journal of Geophysical Research: Atmospheres, 113(D9): D09114
  16. 16.
    Chander G, Hewison T J, Fox N, Wu X Q, Xiong X X and Blackwell W J. 2013a. Overview of intercalibration of satellite instruments. IEEE Transactions on Geoscience and Remote Sensing, 51(3): 1056-1080
  17. 17.
    Chander G and Markham B. 2003. Revised Landsat-5 TM radiometric calibration procedures and postcalibration dynamic ranges. IEEE Transactions on Geoscience and Remote Sensing, 41(11): 2674-2677
  18. 18.
    Chander G, Mishra N, Helder D L, Aaron D B, Angal A, Choi T, Xiong X X and Doelling D R. 2013b. Applications of spectral band adjustment factors (SBAF) for cross-calibration. IEEE Transactions on Geoscience and Remote Sensing, 51(3): 1267-1281
  19. 19.
    Chander G, Xiong X X, Choi T and Angal A. 2010. Monitoring on-orbit calibration stability of the Terra MODIS and Landsat 7 ETM+ sensors using pseudo-invariant test sites. Remote Sensing of Environment, 114(4): 925-939
  20. 20.
    Chang T J and Xiong X X. 2011. Assessment of MODIS thermal emissive band on-orbit calibration. IEEE Transactions on Geoscience and Remote Sensing, 49(6): 2415-2425
  21. 21.
    Chen H L. 2003. Review on on-board calibration technology. Infrared, 24(6): 9-14
  22. 22.
    Chen W, Yan L, Li Z Q, Jing X, Duan Y N and Xiong X X. 2013. In-flight absolute calibration of an airborne wide-view multispectral imager using a reflectance-based method and its validation. International Journal of Remote Sensing, 34(6): 1995-2005
  23. 23.
    China Association of Remote Sensing Application Group. 2021. The Roadmap of Remote Sensing Discipline. Beijing: Science and Technology of China Press
  24. 24.
    Czapla-Myers J S, Thome K J and Leisso N P. 2007. Calibration of AVHRR sensors using the reflectance-based method//Proceedings of SPIE 6684, Atmospheric and Environmental Remote Sensing Data Processing and Utilization Ⅲ: Readiness for GEOSS. San Diego: SPIE: 668407 [DOI: 10.1117/12.734587]
  25. 25.
    Czapla-Myers J S, Thome K J and Leisso N P. 2010. Radiometric calibration of earth-observing sensors using an automated test site at Railroad Valley, Nevada. Canadian Journal of Remote Sensing, 36(5): 474-487
  26. 26.
    Datla R U, Rice J P, Lykke K R, Johnson B C, Butler J J and Xiong X X. 2011. Best practice guidelines for pre-launch characterization and calibration of instruments for passive optical remote sensing. Journal of Research of the National Institute of Standards and Technology, 116(2): 621-646
  27. 27.
    Doelling D R, Wu A S, Xiong X X, Scarino B R, Bhatt R, Haney C O, Morstad D and Gopalan A. 2015. The radiometric stability and scaling of collection 6 Terra-and Aqua-MODIS VIS, NIR, and SWIR spectral bands. IEEE Transactions on Geoscience and Remote Sensing, 53(8): 4520-4535
  28. 28.
    Eplee R E, Sun J Q, Meister G, Patt F S, Xiong X X and McClain C R. 2011. Cross calibration of SeaWiFS and MODIS using on-orbit observations of the Moon. Applied Optics, 50(2): 120-133
  29. 29.
    Fourest S, Kubik P, Lebègue L, Déchoz C, Lacherade S and Blanchet G. 2012. Star-based methods for Pleiades HR commissioning. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XXXIX-B1: 531-536
  30. 30.
    Fox N, Aiken J, Barnett J J, Briottet X, Carvell R, Frohlich C, Groom S B, Hagolle O, Haigh J D, Kieffer H H, Lean J, Pollock D B, Quinn T, Sandford M C W, Schaepman M, Shine K P, Schmutz W K, Teillet P M, Thome K J, Verstraete M M and Zalewski E. 2003. Traceable radiometry underpinning terrestrial- and helio-studies (TRUTHS). Advances in Space Research, 32(11): 2253-2261
  31. 31.
    Fox N and Green P. 2020. Traceable radiometry underpinning terrestrial- and helio-studies (TRUTHS): an element of a space-based climate and calibration observatory. Remote Sensing, 12(15): 2400
  32. 32.
    Fox N, Green P, Brindley H, Russell J, Smith D, Lobb D, Cutter M and Barnes A. 2017. Traceable radiometry underpinning terrestrial and heliostudies (TRUTHS): a bencmark mission for climate//Proceedings of SPIE 10563, International Conference on Space Optics (ICSO 2014). Tenerife: SPIE: 1056325 [DOI: 10.1117/12.2304220]
  33. 33.
    Fox N, Shea Y, Fehr T, Gary F, Lukashin C, Pilewskie P, Remedios J and Smith P. 2021. Toward a climate and calibration observatory in space: NASA CLARREO pathfinder and ESA TRUTHS//EGU General Assembly 2021. [s.l.]: EGU: EGU21-14656
  34. 34.
    Fox N P, Harrison N J, Hunt T M, Pollard D F, Windsor S and Woolliams E R. 2002. Improved transfer standard sources for calibration of Earth observation instruments//Proceedings of SPIE 4483, Earth Observing Systems VI. San Diego: SPIE: 176-184
  35. 35.
    Franks S, Neigh C S R, Campbell P K, Sun G Q, Yao T, Zhang Q Y, Huemmrich K F, Middleton E M, Ungar S G and Frye S W. 2017. EO-1 data quality and sensor stability with changing orbital precession at the end of a 16 year mission. Remote Sensing, 9(5): 412
  36. 36.
    Frouin R and Gautier C. 1987. Calibration of NOAA-7 AVHRR, GOES-5, and GOES-6 VISSR/VAS solar channels. Remote Sensing of Environment, 22(1): 73-101
  37. 37.
    Gao H L, Gu X F, Yu T, Sun Y and Liu Q Y. 2016. Cross-calibration of GF-1 PMS sensor with Landsat 8 OLI and Terra MODIS. IEEE Transactions on Geoscience and Remote Sensing, 54(8): 4847-4854
  38. 38.
    Gellman D I, Biggar S F, Dinguirard M C, Henry P J, Moran M S, Thome K J and Slater P N. 1993. Review of SPOT-1 and -2 calibrations at White Sands from launch to the present//Proceedings of SPIE 1938, Recent Advances in Sensors, Radiometric Calibration, and Processing of Remotely Sensed Data 1993. Orlando: SPIE: 118-125
  39. 39.
    Geng X W, Min J Z, Yang C, Wang Y B and Xu D M. 2020. Analysis of FY-4A AGRI radiance data bias characteristics and a correction experiment. Chinese Journal of Atmospheric Sciences, 44(4): 679-694
  40. 40.
    Goldberg M, Ohring G, Butler J, Cao C, Datla R, Doelling D, Gärtner V, Hewison T, Iacovazzi B, Kim D, Kurino T, Lafeuille J, Minnis P, Renaut D, Schmetz J, Tobin D, Wang L, Weng F, Wu X, Yu F, Zhang P and Zhu T. 2011. The global space-based inter-calibration system. Bulletin of the American Meteorological Society, 92(4): 467-475
  41. 41.
    Gorroño J, Banks A C, Fox N P and Underwood C. 2017. Radiometric inter-sensor cross-calibration uncertainty using a traceable high accuracy reference hyperspectral imager. ISPRS Journal of Photogrammetry and Remote Sensing, 130: 393-417
  42. 42.
    Group on Earth Observations (GEO) and Committee on Earth Observation Satellites (CEOS). 2012. A quality assurance framework for earth observation (QA4EO)[EB/OL]. [2021-11-10].
  43. 43.
    Gube M, Gärtner V and Schmetz J. 1996. Analysis of the operational calibration of the Meteosat infrared-window channel. Meteorological Applications, 3(4): 307-316
  44. 44.
    Guo Q, Chen B Y, Zhang Y, Xu N, Feng X, Yang C J, Wang X, Han X Z, Li Y, Hu X Q and Zhang Z Q. 2013. Progress in on-orbit radiometric calibration technology for Fengyun-2 satellite. Advances in Meteorological Science and Technology, 3(6): 6-12
  45. 45.
    Han Q J, Fu Q Y, Pan Z Q, Wang A C and Zhang X W. 2013. Absolute radiometric calibration and validation analysis of ZY-3 using artificial targets. Infrared and Laser Engineering, 42(S1): 167-173
  46. 46.
    Han Q J, Min X J and Fu Q Y. 2010. In-flight absolute radiometric calibration for thermal infrared band of HJ-1B. Journal of Remote Sensing, 14(6): 1212-1225
  47. 47.
    Hao X P, Sima R H, Liu Y, Song J, Wen P, Sun J P, Ding L, Yuan Z D, Wu Q, Liu Y M and Duan Y N. 2022. Experimental research on the temperature characterization of a miniature phase change cells in the blackbody for the on-orbit radiometric calibration of thermal infrared sensors. IEEE Transactions on Geoscience and Remote Sensing, 60: 5001808
  48. 48.
    Hao X P, Song J, Ding L, Wen P, Sun J P, Liu Y, Yuan Z D, Duan Y N and Zhang Y. 2020. Spaceborne radiance temperature standard blackbody for Chinese high-precision infrared spectrometer. Metrologia, 57(6): 065016
  49. 49.
    He X W, Feng X H, Han Q and Guo Q. 2020. Cross-calibration of FY-3C medium resolution spectral imager in reflective bands. Optics and Precision Engineering, 28(7): 1462-1470
  50. 50.
    Heidinger A K, Cao C Y and Sullivan J T. 2002. Using Moderate Resolution Imaging Spectrometer (MODIS) to calibrate advanced very high resolution radiometer reflectance channels. Journal of Geophysical Research: Atmospheres, 107(D23): 4702
  51. 51.
    Helder D, Anderson C, Beckett K, Houborg R, Zuleta I, Boccia V, Clerc S, Kuester M, Markham B and Pagnutti M. 2020. Observations and recommendations for coordinated calibration activities of government and commercial optical satellite systems. Remote Sensing, 12(15): 2468
  52. 52.
    Helder D, Thome K J, Mishra N, Chander G, Xiong X X, Angal A and Choi T. 2013. Absolute radiometric calibration of Landsat using a pseudo invariant calibration site. IEEE Transactions on Geoscience and Remote Sensing, 51(3): 1360-1369
  53. 53.
    Helder D L, Basnet B and Morstad D L. 2010. Optimized identification of worldwide radiometric pseudo-invariant calibration sites. Canadian Journal of Remote Sensing, 36(5): 527-539
  54. 54.
    Helder D L, Karki S, Bhatt R, Micijevic E, Aaron D and Jasinski B. 2012. Radiometric calibration of the Landsat MSS sensor series. IEEE Transactions on Geoscience and Remote Sensing, 50(6): 2380-2399
  55. 55.
    Helder D L, Markham B L, Thome K J, Barsi J A, Chander G and Malla R. 2008. Updated radiometric calibration for the Landsat-5 Thematic Mapper reflective bands. IEEE Transactions on Geoscience and Remote Sensing, 46(10): 3309-3325
  56. 56.
    Holmes J M and Thome K. 2001. Comparison of modeled and measured downwelling, diffuse irradiance at a ground-reference calibration test site//2001 International Geoscience and Remote Sensing Symposium (IGARSS). Sydney: IEEE: 78-80
  57. 57.
    Hu C Y, Hao X P, Song J, Wen P, Chang J Q, Gu M J and Ding L. 2019. Development of blackbody radiation sources at fixed point on satellite of infrared hyperspectral atmospheric detector. Acta Metrologica Sinica, 40(2): 232-239
  58. 58.
    Hu X Q, Rong Z G, Qiu K M, Zhang Y X, Zhang G S and Huang Y B. 2001. In-flight radiometric calibration for thermal channels of FY-1C and FY-2B meteorological satellite sensors using Qinghai Lake. Chinese Journal of Space Science, 21(4): 370-380
  59. 59.
    Hu X Q, Rong Z G, Qiu K M, Zhang Y X, Zhang G S and Huang Y B. 2002. In-flight radiometric calibration for thermal channels of FY-1C meteorological satellite sensors using Qinghai Lake, water surface radiometric calibration site. Journal of Remote Sensing, 6(5): 328-333
  60. 60.
    Hu X Q, Sun L, Liu J J, Ding L, Wang X H, Li Y, Zhang Y, Xu N and Chen L. 2013. Calibration for the solar relfective bands of medium resolution spectral imager onboard FY-3A. Advances in Meteorological Science and Technology, 3(4): 71-83
  61. 61.
    Hu X Q, Wang L, Wang J W, He L L, Chen L, Xu N, Tao B C, Zhang L, Zhang P and Lu N M. 2020. Preliminary selection and characterization of pseudo-invariant calibration sites in northwest China. Remote Sensing, 12(16): 2517
  62. 62.
    Hu X Q, Zhang Y X and Qiu K M. 2003. In-flight radiometric calibration for VIR channels of FY-1C satellite sensor by using irradiance-based method. Journal of Remote Sensing, 7(6): 458-464
  63. 63.
    Irons J R, Dwyer J L and Barsi J A. 2012. The next Landsat satellite: the Landsat data continuity mission. Remote Sensing of Environment, 122: 11-21
  64. 64.
    Javier Gorrono, Andrew C. Banks, Nigel P. Fox, Craig Underwood. 2017. Radiometric inter-sensor cross-calibration uncertainty using a traceable high accuracy reference hyperspectral imager. ISPRS Journal of Photogrammetry and Remote Sensing, 130:393-417.
  65. 65.
    Jia D, Han B, Song Q J, Gao F and Guo K. 2018. Overview of the onboard calibration techniques applied in ocean color satellites. Journal of Ocean Technology, 37(1): 113-121
  66. 66.
    Justice C O, Vermote E, Townshend J R G, Defries R, Roy D P, Hall D K, Salomonson V V, Privette J L, Riggs G, Strahler A, Lucht W, Myneni R B, Knyazikhin Y, Running S W, Nemani R R, Wan Z M, Huete A R, van Leeuwen W, Wolfe R E, Giglio L, Muller J, Lewis P and Barnsley M J. 1998. The moderate resolution imaging spectroradiometer (MODIS): land remote sensing for global change research. IEEE Transactions on Geoscience and Remote Sensing, 36(4): 1228-1249
  67. 67.
    Kieffer H H. 1997. Photometric stability of the lunar surface. Icarus, 130(2): 323-327
  68. 68.
    Kim W, Cao C Y and Liang S L. 2014. Assessment of radiometric degradation of FY-3A MERSI reflective solar bands using TOA reflectance of pseudoinvariant calibration sites. IEEE Geoscience and Remote Sensing Letters, 11(4): 793-797
  69. 69.
    Kopp G, Belting C, Castleman Z, Drake G, Espejo J, Heuerman K, Lamprecht B, Lanzi J, Smith P, Stuchlik D and Vermeer B. 2014. First results from the hyperspectral imager for climate science (HySICS)//Proceedings of SPIE 9088, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XX. Baltimore: SPIE: 90880Q
  70. 70.
    Kopp G, Smith P, Belting C, Castleman Z, Drake G, Espejo J, Heuerman K, Lanzi J and Stuchlik D. 2017. Radiometric flight results from the HyperSpectral Imager for Climate Science (HySICS). Geoscientific Instrumentation, Methods and Data Systems, 6(1): 169-191
  71. 71.
    Kriebel K T. 1981. Calibration of the METEOSAT-VIS-channel by airborne measurements. Applied Optics, 20(1): 11-12
  72. 72.
    Labandibar J Y, Baudin G and Baillion Y. 2004. Alcatel-space in hyper/multispectral earth observation programs from MERIS to SPECTRA//Proceedings of SPIE 5234, Sensors, Systems, and Next-Generation Satellites VII. Barcelona: SPIE: 232-242
  73. 73.
    Lacherade S, Fougnie B, Henry P and Gamet P. 2013. Cross calibration over desert sites: description, methodology, and operational implementation. IEEE Transactions on Geoscience and Remote Sensing, 51(3): 1098-1113
  74. 74.
    Li S, Ganguly S, Dungan J L, Wang W L and Nemani R R. 2017. Sentinel-2 MSI radiometric characterization and cross-calibration with Landsat-8 OLI. Advances in Remote Sensing, 6(2): 147-159
  75. 75.
    Li X, Zheng X B and Yin Y P. 2014. Progress in automated site vicarious calibration technologies. Journal of Atmospheric and Environmental Optics, 9(1): 17-21
  76. 76.
    Liu J J, Li Z, Qiao Y L, Liu Y J and Zhang Y X. 2004. A new method for cross-calibration of two satellite sensors. International Journal of Remote Sensing, 25(23): 5267-5281
  77. 77.
    Liu L, Fu Q Y, Pan Z Q, Xu J Y, Li X J, Han Q J, Zhang X W and Liu T. 2016. Site calibration of CBERS-04 WFI using reflectance-based method. Spacecraft Recovery and Remote Sensing, 37(1): 89-96
  78. 78.
    Liu L, Fu Q Y, Shi T T, Wang A C and Zhang X W. 2014. Validation of HJ-1B thermal infrared channels onboard radiometric calibration based on spectral response differences. Spectroscopy and Spectral Analysis, 34(8): 2212-2217
  79. 79.
    Liu L, Gu X F, Yu T, Li X Y, Gao H L, Li J G and Shi T T. 2012. HJ-1B thermal infrared band in-flight radiometric calibration and validation. Infrared and Laser Engineering, 41(5): 1119-1125
  80. 80.
    Liu Y K, Ma L L, Wang N, Qian Y G, Qiu S, Li C R and Tang L L. 2017. Vicarious radiometric calibration/validation of Landsat-8 operational land imager using a ground reflected radiance-based approach with Baotou site in China. Journal of Applied Remote Sensing, 11(4): 044004
  81. 81.
    Lu N M, Ding L, Zheng X B, Ye X, Li C R, Lv D R, Zhang P, Hu X Q, Zhou C H, You Z, Fang J C, Gong J Y, Jiang X W, Li J J, Ma L L and Xu N. 2020. Introduction of the radiometric benchmark satellite being developed in China for remote sensing. Journal of Remote Sensing, 24(6): 672-680
  82. 82.
    Lukashin C, Wielicki B A, Young D F, Thome K, Jin Z H and Sun W B. 2013. Uncertainty estimates for imager reference inter-calibration with CLARREO reflected solar spectrometer. IEEE Transactions on Geoscience and Remote Sensing, 51(3): 1425-1436
  83. 83.
    Ma L L, Wang N, Liu Y K, Zhao Y G, Han Q J, Wang X H, Woolliams E R, Bouvet M, Gao C X, Li C R and Tang L L. 2022. An in-flight radiometric calibration method considering adjacency effects for high-resolution optical sensors over artificial targets. IEEE Transactions on Geoscience and Remote Sensing, 60: 5600913
  84. 84.
    Ma L L, Zhao Y G, Woolliams E R, Dai C H, Wang N, Liu Y K, Li L, Wang X H, Gao C X, Li C R and Tang L L. 2020. Uncertainty analysis for RadCalNet instrumented test sites using the Baotou sites BTCN and BSCN as examples. Remote Sensing, 12(11): 1696
  85. 85.
    Ma Z H, Ma L L, Liu Y K, Zhao Y G, Wang N, Li C R and Tang L L. 2019. A method for hyperspectral reflectance reconstruction from automatic observation with multispectral radiometer. Acta Optica Sinica, 39(7): 0728004
  86. 86.
    Markham B, Barsi J, Kvaran G, Ong L, Kaita E, Biggar S, Czapla-Myers J, Mishra N and Helder D. 2014. Landsat-8 operational land imager radiometric calibration and stability. Remote Sensing, 6(12): 12275-12308
  87. 87.
    Markham B L and Helder D L. 2012. Forty-year calibrated record of earth-reflected radiance from Landsat: a review. Remote Sensing of Environment, 122: 30-40
  88. 88.
    Markham B L, Thome K J, Barsi J A, Kaita E, Helder D L, Barker J L and Scaramuzza P L. 2004. Landsat-7 ETM+ on-orbit reflective-band radiometric stability and absolute calibration. IEEE Transactions on Geoscience and Remote Sensing, 42(12): 2810-2820
  89. 89.
    Mendenhall J A, Lencioni D E and Parker A C. 1999. Radiometric calibration of the EO-1 advanced land imager//Proceedings of SPIE 3750, Earth Observing Systems IV. Denver: SPIE: 117-131
  90. 90.
    Miller S D and Turner R E. 2009. A dynamic lunar spectral irradiance data set for NPOESS/VIIRS day/night band nighttime environmental applications. IEEE Transactions on Geoscience and Remote Sensing, 47(7): 2316-2329
  91. 91.
    Padula F P and Schott J R. 2010. Historic calibration of the thermal infrared band of Landsat-5 TM. Photogrammetric Engineering and Remote Sensing, 76(11): 1225-1238
  92. 92.
    Pang B, Ma L L, Liu Y K, Wang N, Zhao Y G, Han Q J, Meng F R, Li C R, Tang L L, Chen Z M and Wang G Z. 2019. Ground-based automatic radiometric calibration of land observation satellite optical sensors and cross validation analysis. Remote Sensing Technology and Application, 34(1): 146-154
  93. 93.
    Qi C L, Wu C Q, Hu X Q, Xu H L, Lee L, Zhou F, Gu M J, Yang T H, Shao C Y, Yang Z D and Zhang P. 2020. High Spectral Infrared Atmospheric Sounder (HIRAS): system overview and on-orbit performance assessment. IEEE Transactions on Geoscience and Remote Sensing, 58(6): 4335-4352
  94. 94.
    Roithmayr C M, Lukashin C, Speth P W, Kopp G, Thome K, Wielicki B A and Young D F. 2014. CLARREO approach for reference intercalibration of reflected solar sensors: on-orbit data matching and sampling. IEEE Transactions on Geoscience and Remote Sensing, 52(10): 6762-6774
  95. 95.
    Rong Z G, Qiu K M, Hu X Q and Zhang Y X. 2002. Comparison of pre-launch calibration in lab with the radiometric calibration in orbit for FY-2B meteorological satellite’s IR channel. Journal of Infrared and Millimeter Waves, 21(6): 408-412
  96. 96.
    Russell R.W., R. Rudy, D. Lynch, D. Kim, G. Rossano, T. Prater, D. Gutierrez, K. Crawford, C. Venturini, M. Skinner, and M. Sitko. 2007. Application of ground observations of stellar sources to on-orbit sensor calibration.16th Annual Conference on Characterization and Radiometric Calibration for Remote Sensing, (CALCON). Logan, UT
  97. 97.
    Santer R and Berthelot B. 2009. Recommendation for the calibration for Sentinels: S2 and S3[EB/OL]. [2022-11-10].
  98. 98.
    Schott J R, Hook S J, Barsi J A, Markham B L, Miller J, Padula F P and Raqueno N G. 2012. Thermal infrared radiometric calibration of the entire Landsat 4, 5, and 7 archive (1982—2010). Remote Sensing of Environment, 122: 41-49
  99. 99.
    Sheng Y C, Dun X, Jin W Q, Guo Y X, Zhou F and Xiao S. 2019. Review of on-orbit radiometric calibration technology used in infrared remote sensors. Infrared and Laser Engineering, 48(9): 0904001
  100. 100.
    Shi L and Bates J J. 2011. Three decades of intersatellite-calibrated High-Resolution Infrared Radiation Sounder upper tropospheric water vapor. Journal of Geophysical Research: Atmospheres, 116(D4): D04108
  101. 101.
    Sima R H, Hao X P, Song J, Qi H, Yuan Z D, Ding L and Duan Y N. 2021. Research on the temperature transfer relationship between miniature fixed-point and blackbody for on-orbit infrared remote sensor calibration. IEEE Transactions on Geoscience and Remote Sensing, 59(7): 6266-6276
  102. 102.
    Slater P N, Biggar S F, Holm R G, Jackson R D, Mao Y, Moran M S, Palmer J M and Yuan B. 1987. Reflectance- and radiance-based methods for the in-flight absolute calibration of multispectral sensors. Remote Sensing of Environment, 22(1): 11-37
  103. 103.
    Slater P N, Biggar S F, Thome K J, Gellman D I and Spyak P R. 1996. Vicarious radiometric calibrations of EOS sensors. Journal of Atmospheric and Oceanic Technology, 13(2): 349-359
  104. 104.
    Smith J, Thome K, Crowther B and Biggar S. 1998. Field evaluation of a diffuse to global irradiance meter for vicarious calibration//1998 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Seattle: IEEE: 663-665
  105. 105.
    Song J, Hao X P, Yuan Z D and Ding L. 2020. Integrating-sphere-free reflectometry of blackbody cavity emissivity using the ratio of hemispherical-given solid angle reflections. Optics Express, 28(16): 23294-23305
  106. 106.
    Stone T C and Kieffer H H. 2004. Assessment of uncertainty in ROLO lunar irradiance for on-orbit calibration//Proceedings of SPIE 5542, Earth Observing Systems IX. Denver: SPIE: 300-310
  107. 107.
    Sun L, Guo M H, Xu N, Zhang L J, Liu J J, Hu X Q, Li Y, Rong Z G and Zhao Z H. 2012. On-orbit response variation analysis of FY-3 MERSI reflective solar bands based on Dunhuang site calibration. Spectroscopy and Spectral Analysis, 32(7): 1869-1877
  108. 108.
    Tansock J, Bancroft D, Butler J, Cao C Y, Datla R, Hansen S, Helder D, Kacker R, Latvakoski H, Mlynczak M, Murdock T, Peterson J, Pollock D, Russell R, Scott D, Seamons J, Stone T, Thurgood A, Williams R, Xiong X X and Yoon H. 2015. Guidelines for radiometric calibration of electro-optical instruments for remote sensing[EB/OL]. [2021-11-10].
  109. 109.
    Thome K J. 2001. Absolute radiometric calibration of Landsat 7 ETM+ using the reflectance-based method. Remote Sensing of Environment, 78(1/2): 27-38
  110. 110.
    Thome K J, Arai K, Tsuchida S and Biggar S F. 2008. Vicarious calibration of ASTER via the reflectance-based approach. IEEE Transactions on Geoscience and Remote Sensing, 46(10): 3285-3295
  111. 111.
    Thome K J, Biggar S F and Choi H J. 2004a. Vicarious calibration of Terra ASTER, MISR, and MODIS//Proceedings of SPIE 5542, Earth Observing Systems IX. Denver: SPIE: 290-299
  112. 112.
    Thome K J, Biggar S F and Wisniewski W. 2003. Cross comparison of EO-1 sensors and other Earth resources sensors to Landsat-7 ETM+ using Railroad Valley Playa. IEEE Transactions on Geoscience and Remote Sensing, 41(6): 1180-1188
  113. 113.
    Thome K J, Crowther B G and Biggar S F. 1997. Reflectance- and irradiance-based calibration of Landsat-5 Thematic Mapper. Canadian Journal of Remote Sensing, 23(4): 309-317
  114. 114.
    Thome K J, Helder D L, Aaron D and Dewald J D. 2004b. Landsat-5 TM and Landsat-7 ETM+ absolute radiometric calibration using the reflectance-based method. IEEE Transactions on Geoscience and Remote Sensing, 42(12): 2777-2785
  115. 115.
    Tong J J, Qiu K M and Li X W. 2004. Absolute radiometric calibration for thermal infrared bands of FY2B by using NCEP reanalyzed data in Qinhai Lake//2004 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Anchorage: IEEE: 3960-3962
  116. 116.
    Tong J J, Qiu K M and Li X W. 2005. New method of in-flight absolute calibration for thermal infrared channels of satellite sensors. Journal of Infrared and Millimeter Waves, 24(4): 277-280
  117. 117.
    Tonooka H, Palluconi F D, Hook S J and Matsunaga T. 2005. Vicarious calibration of ASTER thermal infrared bands. IEEE Transactions on Geoscience and Remote Sensing, 43(12): 2733-2746
  118. 118.
    Twedt K. 2021. NOAA-20 VIIRS reflective solar band calibration[EB/OL]. [2021-11-10].
  119. 119.
    Uprety S, Cao C Y, Xiong X X, Blonski S, Wu A S and Shao X. 2013. Radiometric intercomparison between Suomi-NPP VIIRS and Aqua MODIS reflective solar bands using simultaneous nadir overpass in the low latitudes. Journal of Atmospheric and Oceanic Technology, 30(12): 2720-2736
  120. 120.
    Urabe T, Xiong X X, Hashiguchi T, Ando S, Okamura Y, Tanaka K and Mokuno M. 2019. Lunar calibration inter-comparison of SGLI, MODIS and VIIRS//2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Yokohama: IEEE: 8481-8484
  121. 121.
    Vermote E F and Saleous N Z. 2006. Calibration of NOAA16 AVHRR over a desert site using MODIS data. Remote Sensing of Environment, 105(3): 214-220
  122. 122.
    Wang D D, Morton D, Masek J, Wu A S, Nagol J, Xiong X X, Levy R, Vermote E and Wolfe R. 2012. Impact of sensor degradation on the MODIS NDVI time series. Remote Sensing of Environment, 119: 55-61
  123. 123.
    Wang N, Li C R, Ma L L, Liu Y K, Meng F R, Zhao Y G, Pang B, Qian Y G, Li W, Tang L L and Wang D J. 2017. Ground-based automated radiometric calibration system in Baotou site, China//Proceedings of SPIE 10427, Image and Signal Processing for Remote Sensing XXIII 2017. Warsaw: SPIE: 104271J
  124. 124.
    Wang W, Zhang L M, Si X L, Huang W X and Wang J X. 2019. On-orbit degradation monitoring technology for solar diffuser reflectance. Acta Optica Sinica, 39(7): 0728005
  125. 125.
    Wei W, Li X, Zhao C Y, Qiu G G and Zheng X B. 2016. In-flight absolute radiometric calibration of MODIS using the irradiance-based method//Proceedings of SPIE 10156, Hyperspectral Remote Sensing Applications and Environmental Monitoring and Safety Testing Technology. Beijing: SPIE: 101561M
  126. 126.
    Wielicki B A, Doelling D R, Young D F, Loeb N G, Garber D P and MacDonnell D G. 2008. Climate quality broadband and narrowband solar reflected radiance calibration between sensors in orbit//2008 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Boston: IEEE: I-257-I-260
  127. 127.
    Wielicki B A, Young D F, Mlynczak M G, Thome K J, Leroy S, Corliss J, Anderson J G, Ao C O, Bantges R, Best F, Bowman K, Brindley H, Butler J J, Collins W, Dykema J A, Doelling D R, Feldman D R, Fox N, Huang X, Holz R, Huang Y, Jin Z, Jennings D, Johnson D G, Jucks K, Kato S, Kirk-Davidoff D B, Knuteson R, Kopp G, Kratz D P, Liu X, Lukashin C, Mannucci A J, Phojanamongkolkij N, Pilewskie P, Ramaswamy V, Revercomb H, Rice J, Roberts Y, Roithmayr C M, Rose F, Sandford S, Shirley E L, Smith W L, Soden B, Speth P W, Sun W, Taylor P C, Tobin D and Xiong X. 2013. Achieving climate change absolute accuracy in orbit. Bulletin of the American Meteorological Society, 94(10): 1519-1539
  128. 128.
    Williams S P, Szajna E F and Hovis W A. 1985. NIMBUS 7 Coastal Zone Color Scanner (CZCS): Level 1 Data Product Users' Guide. National Aeronautics and Space Administration, Scientific and Technical Information Branch
  129. 129.
    Xiong X X, Angal A, Madhavan S, Choi T, Dodd J, Geng X, Wang Z P, Toller G and Barnes W. 2010. Aqua MODIS 8-year on-orbit operation and calibration//Proceedings of SPIE 7826, Sensors, Systems, and Next-Generation Satellites XIV. Toulouse: SPIE: 78261X
  130. 130.
    Xiong X X and Butler J J. 2020. MODIS and VIIRS calibration history and future outlook. Remote Sensing, 12(16): 2523
  131. 131.
    Xiong X X, Che N and Barnes W L. 2006. Terra MODIS on-orbit spectral characterization and performance. IEEE Transactions on Geoscience and Remote Sensing, 44(8): 2198-2206
  132. 132.
    Xiong X X, Sun J Q and Barnes W. 2008. Intercomparison of on-orbit calibration consistency between Terra and Aqua MODIS reflective solar bands using the moon. IEEE Geoscience and Remote Sensing Letters, 5(4): 778-782
  133. 133.
    Xiong X X, Sun J Q, Wu A S, Chiang K F, Esposito J and Barnes W. 2005. Terra and Aqua MODIS calibration algorithms and uncertainty analysis//Proceedings of SPIE 5978, Sensors, Systems, and Next-Generation Satellites IX. Bruges: SPIE: 59780V
  134. 134.
    Xu N, Chen L, Wu R H, Hu X Q, Sun L and Zhang P. 2014. In-flight intercalibration of FY-3C visible channels with AQUA MODIS//Proceedings of SPIE 9264, Earth Observing Missions and Sensors: Development, Implementation, and Characterization III. Beijing: SPIE: 926408 [DOI: 10.1117/12.2071185]
  135. 135.
    Xu N, Niu X H, Hu X Q, Wang X H, Wu R H, Chen S S, Chen L, Sun L, Ding L, Yang Z D and Zhang P. 2018. Prelaunch calibration and radiometric performance of the advanced MERSI II on FengYun-3D. IEEE Transactions on Geoscience and Remote Sensing, 56(8): 4866-4875
  136. 136.
    Yang B Y, Zhang L M, Shen Z G and Qiao Y L. 2009. Characteristic measurement of diffuser panel used for on-board calibration for satellite optical sensors. Optics and Precision Engineering, 17(8): 1851-1858
  137. 137.
    Yang M, Liu Z Y, Zhao Y G, Ma L L, Li W, Wang N, Li C R and Tang L L. 2021. On-orbit radiometric calibration method for satellites based on TOA reflectance at Baotou site. Acta Optica Sinica, 41(18): 1828001
  138. 138.
    Zhang D Y, Qiao Y L, Yi W N, Yang S Z, Meng F G, Wu H Y and Zhang J P. 2002. The radiance-based method research of experimentation on radiometric calibration site - the comparison of synchronous observing instruments. Optoelectronic Technology and Information, 15(3): 9-13
  139. 139.
    Zhang P, Lu N M, Li C R, Ding L, Zheng X B, Zhang X J, Hu X Q, Ye X, Ma L L, Xu N, Chen L and Schmetz J. 2020. Development of the Chinese space-based radiometric benchmark mission LIBRA. Remote Sensing, 12(14): 2179
  140. 140.
    Zhang Y X, Zhang G S, Huang Y B, Qiu K M, Hu X Q, Rong Z G, Wang W H, Liu Z Q, Zhang L J, Zhu S B, Wang Y K, Li C B, Xia Q, Chen X L and Fang Z Y. 2002. In-flight vicarious radiometric calibration for VIS-NIR channels of FY-1C satellite sensor at Dunhuang site. Acta Meteorologica Sinica, 60(6): 740-747
  141. 141.
    Zhao Y G, Ma L L, Li C R, Gao C X, Wang N and Tang L L. 2018. Radiometric cross-calibration of Landsat-8/OLI and GF-1/PMS sensors using an instrumented sand site. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11(10): 3822-3829
  142. 142.
    Zhou G Q, Li C Y, Yue T, Jiang L J, Liu N, Sun Y and Li M Y. 2015. An overview of in-orbit radiometric calibration of typical satellite sensors. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XL-7/W4: 235-240

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