光学遥感卫星在轨绝对辐射定标：进展与趋势

马灵玲; 王宁; 高彩霞; 赵永光; 杨本永; 王新鸿; 韩启金; 徐娜; 宋培兰; 刘耀开

doi:10.11834/jrs.20222117

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光学遥感卫星在轨绝对辐射定标：进展与趋势
On-orbit absolute radiometric calibration for optical remote sensing satellites： Progress and trends
2023年27卷第5期页码：1061-1087
收稿：2022-03-18，

纸质出版：2023-05-07
DOI： 10.11834/jrs.20222117
稿件说明：

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马灵玲，王宁，高彩霞，赵永光，杨本永，王新鸿，韩启金，徐娜，宋培兰，刘耀开.2023.光学遥感卫星在轨绝对辐射定标：进展与趋势.遥感学报，27（5）： 1061-1087 DOI： 10.11834/jrs.20222117.

Ma L L，Wang N，Gao C X，Zhao Y G，Yang B Y，Wang X H，Han Q J，Xu N，Song P L and Liu Y K. 2023. On-orbit absolute radiometric calibration for optical remote sensing satellites： Progress and trends. National Remote Sensing Bulletin， 27（5）：1061-1087 DOI： 10.11834/jrs.20222117.

摘要

在轨绝对辐射定标是光学遥感卫星数据定量化应用的前提。载荷上天后，由于星上定标基准传递链路复杂，实现难度大，而以地面目标测量为参照基准的场地定标受尺度效应、大气条件、环境变化等不确定因素影响，时至今日，遥感载荷在轨定标的精准性、一致性、可追溯性问题，仍属亟待解决的国际难题。对此瓶颈问题的突破在于利用“定标星”搭载空间辐射基准载荷，通过与其他卫星载荷同时观测目标场景的方式，将高精准的空间辐射测量基准从天基标准辐射定标系统向光学遥感业务卫星传递，并准确核算传递路径中各环节的不确定因素，保证不同遥感卫星数据产品质量的高一致、可追溯。本文从光学遥感在轨辐射定标技术需求出发，回顾了星上定标、场地定标、交叉定标、月球定标等光学遥感卫星主要在轨辐射定标方法的发展历程及技术挑战，介绍了当前国际前沿的空间辐射测量基准传递定标技术，其将可溯源至SI的辐射基准源引入少量基准卫星，通过同时观测相同地月目标场景的交叉定标方式将统一的高精度空间辐射测量基准传递至多系列卫星，在大幅度提升定标整体水平的同时，保证多源卫星数据质量的高一致性与高稳定性。

Abstract

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.

关键词

Keywords

references

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 [ DOI: 10.1175/1520-0426(1993)010<0493:CRFACA>2.0.CO;2 http://dx.doi.org/10.1175/1520-0426(1993)010<0493:CRFACA>2.0.CO;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 [ DOI: 10.1016/S0022-4073(03)00232-2 http://dx.doi.org/10.1016/S0022-4073(03)00232-2 ]

Barnes W L and Price J C . 1980 . Calibration of a satellite infrared radiometer . Applied Optics , 19 ( 13 ): 2153 - 2161 [ DOI: 10.1364/AO.19.002153 http://dx.doi.org/10.1364/AO.19.002153 ]

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: 99720 C [ DOI: 10.1117/12.2238625 http://dx.doi.org/10.1117/12.2238625 ]

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 [ DOI: 10.3390/rs61111607 http://dx.doi.org/10.3390/rs61111607 ]

Berthelot B and Santer R . 2009 . Calibration test sites selection and characterisation: site equipment and auxiliary data [EB/OL]. [ 2021-11-10 ]. https://calvalportal.ceos.org/c/document_library/get_file?uuid=807d522f-b77d-413f-84de-69426b3e712c&groupId=10136 https://calvalportal.ceos.org/c/document_library/get_file?uuid=807d522f-b77d-413f-84de-69426b3e712c&groupId=10136

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 [ DOI: 10.1117/12.46693 http://dx.doi.org/10.1117/12.46693 ]

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 [ DOI: 10.1109/IGARSS.1990.688536 http://dx.doi.org/10.1109/IGARSS.1990.688536 ]

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 [ DOI: 10.1016/0034-4257(94)90145-7 http://dx.doi.org/10.1016/0034-4257(94)90145-7 ]

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

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 [ DOI: 10.3390/rs11202401 http://dx.doi.org/10.3390/rs11202401 ]

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

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 [ DOI: 10.1109/IGARSS.2012.6352569 http://dx.doi.org/10.1109/IGARSS.2012.6352569 ]

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 [ DOI: 10.1175/1520-0426(2004)021<0537:PSNOAP>2.0.CO;2 http://dx.doi.org/10.1175/1520-0426(2004)021<0537:PSNOAP>2.0.CO;2 ]

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 ): D 09114 [ DOI: 10.1029/2007JD009363 http://dx.doi.org/10.1029/2007JD009363 ]

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 [ DOI: 10.1109/TGRS.2012.2228654 http://dx.doi.org/10.1109/TGRS.2012.2228654 ]

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 [ DOI: 10.1109/TGRS.2003.818464 http://dx.doi.org/10.1109/TGRS.2003.818464 ]

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 [ DOI: 10.1109/TGRS.2012.2228007 http://dx.doi.org/10.1109/TGRS.2012.2228007 ]

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 [ DOI: 10.1016/j.rse.2009.12.003 http://dx.doi.org/10.1016/j.rse.2009.12.003 ]

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 [ DOI: 10.1109/TGRS.2010.2098881 http://dx.doi.org/10.1109/TGRS.2010.2098881 ]

Chen H L . 2003 . Review on on-board calibration technology . Infrared , 24 ( 6 ): 9 - 14

陈海龙 . 2003 . 星上定标技术概述 . 红外 , 24 ( 6 ): 9 - 14 [ DOI: 10.3969/j.issn.1672-8785.2003.06.002 http://dx.doi.org/10.3969/j.issn.1672-8785.2003.06.002 ]

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 [ DOI: 10.1080/01431161.2012.730160 http://dx.doi.org/10.1080/01431161.2012.730160 ]

China Association of Remote Sensing Application Group . 2021 . The Roadmap of Remote Sensing Discipline . Beijing : Science and Technology of China Press

中国遥感应用协会组 . 2021 . 遥感学科路线图 . 北京 : 中国科学技术出版社

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]

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 [ DOI: 10.5589/m10-076 http://dx.doi.org/10.5589/m10-076 ]

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 [ DOI: 10.6028/jres.116.009 http://dx.doi.org/10.6028/jres.116.009 ]

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 [ DOI: 10.1109/TGRS.2015.2400928 http://dx.doi.org/10.1109/TGRS.2015.2400928 ]

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 [ DOI: 10.1364/AO.50.000120 http://dx.doi.org/10.1364/AO.50.000120 ]

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-B 1 : 531 - 536 [ DOI: 10.5194/isprsarchives-XXXIX-B1-531-2012 http://dx.doi.org/10.5194/isprsarchives-XXXIX-B1-531-2012 ]

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 [ DOI: 10.1016/S0273-1177(03)90551-5 http://dx.doi.org/10.1016/S0273-1177(03)90551-5 ]

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 [ DOI: 10.3390/rs12152400 http://dx.doi.org/10.3390/rs12152400 ]

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]

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: EG U21 - 14656 [ DOI: 10.5194/egusphere-egu21-14656 http://dx.doi.org/10.5194/egusphere-egu21-14656 ]

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 [ DOI: 10.1117/12.453452 http://dx.doi.org/10.1117/12.453452 ]

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 [ DOI: 10.3390/rs9050412 http://dx.doi.org/10.3390/rs9050412 ]

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 [ DOI: 10.1016/0034-4257(87)90028-9 http://dx.doi.org/10.1016/0034-4257(87)90028-9 ]

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 [ DOI: 10.1109/TGRS.2016.2552242 http://dx.doi.org/10.1109/TGRS.2016.2552242 ]

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 [ DOI: 10.1117/12.161536 http://dx.doi.org/10.1117/12.161536 ]

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

耿晓雯 , 闵锦忠 , 杨春 , 王元兵 , 许冬梅 . 2020 . FY-4A AGRI辐射率资料偏差特征分析及订正试验 . 大气科学 , 44 ( 4 ): 679 - 694 [ DOI: 10.3878/j.issn.1006-9895.1907.18254 http://dx.doi.org/10.3878/j.issn.1006-9895.1907.18254 ]

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 [ DOI: 10.1175/2010BAMS2967.1 http://dx.doi.org/10.1175/2010BAMS2967.1 ]

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 [ DOI: 10.1016/j.isprsjprs.2017.07.002 http://dx.doi.org/10.1016/j.isprsjprs.2017.07.002 ]

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 ]. http://qa4eo.org/docs/qa4eo_implementation_strategy_for_ceos_and_geo_v0_4.pdf http://qa4eo.org/docs/qa4eo_implementation_strategy_for_ceos_and_geo_v0_4.pdf

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 [ DOI: 10.1002/met.5060030403 http://dx.doi.org/10.1002/met.5060030403 ]

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

郭强 , 陈博洋 , 张勇 , 徐娜 , 冯绚 , 杨昌军 , 王新 , 韩秀珍 , 李元 , 胡秀清 , 张志清 . 2013 . 风云二号卫星在轨辐射定标技术进展 . 气象科技进展 , 3 ( 6 ): 6 - 12 [ DOI: 10.3969/j.issn.2095-1973.2013.06.001 http://dx.doi.org/10.3969/j.issn.2095-1973.2013.06.001 ]

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

韩启金 , 傅俏燕 , 潘志强 , 王爱春 , 张学文 . 2013 . 资源三号卫星靶标法绝对辐射定标与验证分析 . 红外与激光工程 , 42 ( S1 ): 167 - 173 [ DOI: 10.3969/j.issn.1007-2276.2013.z1.033 http://dx.doi.org/10.3969/j.issn.1007-2276.2013.z1.033 ]

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

韩启金 , 闵祥军 , 傅俏燕 . 2010 . HJ-1B热红外波段在轨绝对辐射定标 . 遥感学报 , 14 ( 6 ): 1212 - 1225 [ DOI: 10.11834/jrs.20100611 http://dx.doi.org/10.11834/jrs.20100611 ]

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 [ DOI: 10.1109/TGRS.2022.3143685 http://dx.doi.org/10.1109/TGRS.2022.3143685 ]

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 [ DOI: 10.1088/1681-7575/abbcc0 http://dx.doi.org/10.1088/1681-7575/abbcc0 ]

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

何兴伟 , 冯小虎 , 韩琦 , 郭强 . 2020 . FY-3C MERSI太阳反射波段的交叉定标 . 光学精密工程 , 28 ( 7 ): 1462 - 1470 [ DOI: 10.37188/OPE.20202807.1462 http://dx.doi.org/10.37188/OPE.20202807.1462 ]

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 [ DOI: 10.1029/2001JD002035 http://dx.doi.org/10.1029/2001JD002035 ]

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 [ DOI: 10.3390/rs12152468 http://dx.doi.org/10.3390/rs12152468 ]

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 [ DOI: 10.1109/TGRS.2013.2243738 http://dx.doi.org/10.1109/TGRS.2013.2243738 ]

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 [ DOI: 10.5589/m10-085 http://dx.doi.org/10.5589/m10-085 ]

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 [ DOI: 10.1109/TGRS.2011.2171351 http://dx.doi.org/10.1109/TGRS.2011.2171351 ]

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 [ DOI: 10.1109/TGRS.2008.920966 http://dx.doi.org/10.1109/TGRS.2008.920966 ]

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 [ DOI: 10.1109/IGARSS.2001.976062 http://dx.doi.org/10.1109/IGARSS.2001.976062 ]

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

胡朝云 , 郝小鹏 , 宋健 , 文平 , 常稼强 , 顾明剑 , 丁雷 . 2019 . 红外高光谱大气探测仪星载固定点黑体辐射源的研制 . 计量学报 , 40 ( 2 ): 232 - 239 [ DOI: 10.3969/j.issn.1000-1158.2019.02.10 http://dx.doi.org/10.3969/j.issn.1000-1158.2019.02.10 ]

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

胡秀清 , 戎志国 , 邱康睦 , 张玉香 , 张广顺 , 黄意玢 . 2001 . 利用青海湖对FY-1C、FY-2B气象卫星热红外通道进行在轨辐射定标 . 空间科学学报 , 21 ( 4 ): 370 - 380 [ DOI: 10.3969/j.issn.0254-6124.2001.04.012 http://dx.doi.org/10.3969/j.issn.0254-6124.2001.04.012 ]

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

胡秀清 , 戎志国 , 邱康睦 , 张玉香 , 张广顺 , 黄意玢 . 2002 . 利用青海湖水面辐射校正场对FY-1C气象卫星热红外传感器进行绝对辐射定标 . 遥感学报 , 6 ( 5 ): 328 - 333 [ DOI: 10.11834/jrs.20020502 http://dx.doi.org/10.11834/jrs.20020502 ]

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

胡秀清 , 孙凌 , 刘京晶 , 丁雷 , 王向华 , 李元 , 张勇 , 徐娜 , 陈林 . 2013 . 风云三号A星中分辨率光谱成像仪反射太阳波段辐射定标 . 气象科技进展 , 3 ( 4 ): 71 - 83 [ DOI: 10.3969/j.issn.2095-1973.2013.04.008 http://dx.doi.org/10.3969/j.issn.2095-1973.2013.04.008 ]

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 [ DOI: 10.3390/rs12162517 http://dx.doi.org/10.3390/rs12162517 ]

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

胡秀清 , 张玉香 , 邱康睦 . 2003 . 采用辐照度基法对FY-1C气象卫星可见近红外通道进行绝对辐射定标 . 遥感学报 , 7 ( 6 ): 458 - 464 [ DOI: 10.11834/jrs.20030605 http://dx.doi.org/10.11834/jrs.20030605 ]

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 [ DOI: 10.1016/j.rse.2011.08.026 http://dx.doi.org/10.1016/j.rse.2011.08.026 ]

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 . [ DOI: 10.1016/j.isprsjprs.2017.07.002 http://dx.doi.org/10.1016/j.isprsjprs.2017.07.002 ]

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

贾迪 , 韩冰 , 宋庆君 , 高飞 , 郭凯 . 2018 . 海洋水色卫星星上定标技术综述 . 海洋技术学报 , 37 ( 1 ): 113 - 121 [ DOI: 10.3969/j.issn.1003-2029.2018.01.019 http://dx.doi.org/10.3969/j.issn.1003-2029.2018.01.019 ]

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 [ DOI: 10.1109/36.701075 http://dx.doi.org/10.1109/36.701075 ]

Kieffer H H . 1997 . Photometric stability of the lunar surface . Icarus , 130 ( 2 ): 323 - 327 [ DOI: 10.1006/icar.1997.5822 http://dx.doi.org/10.1006/icar.1997.5822 ]

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 [ DOI: 10.1109/LGRS.2013.2279134 http://dx.doi.org/10.1109/LGRS.2013.2279134 ]

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 : 90880 Q [ DOI: 10.1117/12.2053426 http://dx.doi.org/10.1117/12.2053426 ]

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 [ DOI: 10.5194/gi-6-169-2017 http://dx.doi.org/10.5194/gi-6-169-2017 ]

Kriebel K T . 1981 . Calibration of the METEOSAT-VIS-channel by airborne measurements . Applied Optics , 20 ( 1 ): 11 - 12 [ DOI: 10.1364/AO.20.000011 http://dx.doi.org/10.1364/AO.20.000011 ]

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 [ DOI: 10.1117/12.514035 http://dx.doi.org/10.1117/12.514035 ]

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 [ DOI: 10.1109/TGRS.2012.2227061 http://dx.doi.org/10.1109/TGRS.2012.2227061 ]

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 [ DOI: 10.4236/ars.2017.62011 http://dx.doi.org/10.4236/ars.2017.62011 ]

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

李新 , 郑小兵 , 尹亚鹏 . 2014 . 场地自动化定标技术进展 . 大气与环境光学学报 , 9 ( 1 ): 17 - 21

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 [ DOI: 10.1080/01431160412331269779 http://dx.doi.org/10.1080/01431160412331269779 ]

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

刘李 , 傅俏燕 , 潘志强 , 徐建艳 , 李晓进 , 韩启金 , 张学文 , 刘涛 . 2016 . CBERS-04卫星宽视场成像仪在轨场地辐射定标 . 航天返回与遥感 , 37 ( 1 ): 89 - 96 [ DOI: 10.3969/j.issn.1009-8518.2016.01.011 http://dx.doi.org/10.3969/j.issn.1009-8518.2016.01.011 ]

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

刘李 , 傅俏燕 , 史婷婷 , 王爱春 , 张学文 . 2014 . 基于光谱响应差异的HJ-1B热红外通道星上定标系数验证 . 光谱学与光谱分析 , 34 ( 8 ): 2212 - 2217 [ DOI: 10.3964/j.issn.1000-0593(2014)08-2212-06 http://dx.doi.org/10.3964/j.issn.1000-0593(2014)08-2212-06 ]

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

刘李 , 顾行发 , 余涛 , 李小英 , 高海亮 , 李家国 , 史婷婷 . 2012 . HJ-1B卫星热红外通道在轨场地定标与验证 . 红外与激光工程 , 41 ( 5 ): 1119 - 1125 [ DOI: 10.3969/j.issn.1007-2276.2012.05.002 http://dx.doi.org/10.3969/j.issn.1007-2276.2012.05.002 ]

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 [ DOI: 10.1117/1.JRS.11.044004 http://dx.doi.org/10.1117/1.JRS.11.044004 ]

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

卢乃锰 , 丁雷 , 郑小兵 , 叶新 , 李传荣 , 吕达仁 , 张鹏 , 胡秀清 , 周成虎 , 尤政 , 房建成 , 龚建雅 , 蒋兴伟 , 李建军 , 马灵玲 , 徐娜 . 2020 . 中国空间辐射测量基准技术 . 遥感学报 , 24 ( 6 ): 672 - 680 [ DOI: 10.11834/jrs.20200011 http://dx.doi.org/10.11834/jrs.20200011 ]

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 [ DOI: 10.1109/TGRS.2012.2233480 http://dx.doi.org/10.1109/TGRS.2012.2233480 ]

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 [ DOI: 10.1109/TGRS.2020.3040866 http://dx.doi.org/10.1109/TGRS.2020.3040866 ]

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 [ DOI: 10.3390/rs12111696 http://dx.doi.org/10.3390/rs12111696 ]

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

马志宏 , 马灵玲 , 刘耀开 , 赵永光 , 王宁 , 李传荣 , 唐伶俐 . 2019 . 通道式辐射计自动观测数据的反射率光谱拓展方法 . 光学学报 , 39 ( 7 ): 0728004 [ DOI: 10.3788/AOS201939.0728004 http://dx.doi.org/10.3788/AOS201939.0728004 ]

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 [ DOI: 10.3390/rs61212275 http://dx.doi.org/10.3390/rs61212275 ]

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 [ DOI: 10.1016/j.rse.2011.06.026 http://dx.doi.org/10.1016/j.rse.2011.06.026 ]

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 [ DOI: 10.1109/TGRS.2004.836389 http://dx.doi.org/10.1109/TGRS.2004.836389 ]

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 [ DOI: 10.1117/12.363505 http://dx.doi.org/10.1117/12.363505 ]

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 [ DOI: 10.1109/TGRS.2009.2012696 http://dx.doi.org/10.1109/TGRS.2009.2012696 ]

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 [ DOI: 10.14358/PERS.76.11.1225 http://dx.doi.org/10.14358/PERS.76.11.1225 ]

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

庞博 , 马灵玲 , 刘耀开 , 王宁 , 赵永光 , 韩启金 , 孟凡荣 , 李传荣 , 唐伶俐 , 陈志明 , 王国珠 . 2019 . 陆地卫星光学载荷地基自动辐射定标与验证分析 . 遥感技术与应用 , 34 ( 1 ): 146 - 154 [ DOI: 10.11873/j.issn.1004-0323.2019.1.0146 http://dx.doi.org/10.11873/j.issn.1004-0323.2019.1.0146 ]

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 [ DOI: 10.1109/TGRS.2019.2963085 http://dx.doi.org/10.1109/TGRS.2019.2963085 ]

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 [ DOI: 10.1109/TGRS.2014.2302397 http://dx.doi.org/10.1109/TGRS.2014.2302397 ]

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

戎志国 , 邱康睦 , 胡秀清 , 张玉香 . 2002 . FY-2B气象卫星红外通道发射前实验室定标与在轨辐射定标比较 . 红外与毫米波学报 , 21 ( 6 ): 408 - 412

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

Santer R and Berthelot B . 2009 . Recommendation for the calibration for Sentinels: S 2 and S 3 [EB/OL]. [ 2022-11-10 ]. https://calvalportal.ceos.org/c/document_library/get_file?uuid=b10e77b2-4852-486a-81b2-0b04fe181e5f&groupId=10136 https://calvalportal.ceos.org/c/document_library/get_file?uuid=b10e77b2-4852-486a-81b2-0b04fe181e5f&groupId=10136

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 [ DOI: 10.1016/j.rse.2011.07.022 http://dx.doi.org/10.1016/j.rse.2011.07.022 ]

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

盛一成 , 顿雄 , 金伟其 , 郭一新 , 周峰 , 肖思 . 2019 . 星上红外遥感相机的辐射定标技术发展综述 . 红外与激光工程 , 48 ( 9 ): 0904001 [ DOI: 10.3788/IRLA201948.0904001 http://dx.doi.org/10.3788/IRLA201948.0904001 ]

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 ): D 04108 [ DOI: 10.1029/2010JD014847 http://dx.doi.org/10.1029/2010JD014847 ]

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 [ DOI: 10.1109/TGRS.2020.3023455 http://dx.doi.org/10.1109/TGRS.2020.3023455 ]

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 [ DOI: 10.1016/0034-4257(87)90026-5 http://dx.doi.org/10.1016/0034-4257(87)90026-5 ]

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 [ DOI: 10.1175/1520-0426(1996)013<0349:VRCOES>2.0.CO;2 http://dx.doi.org/10.1175/1520-0426(1996)013<0349:VRCOES>2.0.CO;2 ]

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 [ DOI: 10.1109/IGARSS.1998.699544 http://dx.doi.org/10.1109/IGARSS.1998.699544 ]

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 [ DOI: 10.1364/OE.394325 http://dx.doi.org/10.1364/OE.394325 ]

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 [ DOI: 10.1117/12.560236 http://dx.doi.org/10.1117/12.560236 ]

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

孙凌 , 郭茂华 , 徐娜 , 张立军 , 刘京晶 , 胡秀清 , 李元 , 戎志国 , 赵泽会 . 2012 . 基于敦煌场地定标的FY-3 MERSI反射太阳波段在轨响应变化分析 . 光谱学与光谱分析 , 32 ( 7 ): 1869 - 1877 [ DOI: 10.3964/j.issn.1000-0593(2012)07-1869-09 http://dx.doi.org/10.3964/j.issn.1000-0593(2012)07-1869-09 ]

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 ]. https://nvlpubs.nist.gov/nistpubs/hb/2015/NIST.HB.157.pdf https://nvlpubs.nist.gov/nistpubs/hb/2015/NIST.HB.157.pdf [ DOI: 10.6028/NIST.HB.157 http://dx.doi.org/10.6028/NIST.HB.157 ]

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 [ DOI: 10.1016/S0034-4257(01)00247-4 http://dx.doi.org/10.1016/S0034-4257(01)00247-4 ]

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 [ DOI: 10.1109/TGRS.2008.928730 http://dx.doi.org/10.1109/TGRS.2008.928730 ]

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 [ DOI: 10.1117/12.559942 http://dx.doi.org/10.1117/12.559942 ]

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 [ DOI: 10.1109/TGRS.2003.813210 http://dx.doi.org/10.1109/TGRS.2003.813210 ]

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 [ DOI: 10.1080/07038992.1997.10855217 http://dx.doi.org/10.1080/07038992.1997.10855217 ]

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 [ DOI: 10.1109/TGRS.2004.839085 http://dx.doi.org/10.1109/TGRS.2004.839085 ]

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 [ DOI: 10.1109/IGARSS.2004.1369994 http://dx.doi.org/10.1109/IGARSS.2004.1369994 ]

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

童进军 , 邱康睦 , 李小文 . 2005 . 一种卫星遥感仪器热红外通道在轨绝对辐射定标新方法 . 红外与毫米波学报 , 24 ( 4 ): 277 - 280 [ DOI: 10.3321/j.issn:1001-9014.2005.04.009 http://dx.doi.org/10.3321/j.issn:1001-9014.2005.04.009 ]

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 [ DOI: 10.1109/TGRS.2005.857885 http://dx.doi.org/10.1109/TGRS.2005.857885 ]

Twedt K . 2021 . NOAA-20 VIIRS reflective solar band calibration [EB/OL]. [ 2021-11-10 ]. https://ncc.nesdis.noaa.gov/NOAA-20/docs/Meetings/March2021/2021-03-03%20NASA%20VCST%20N20% 20RSB%20calibration.pdf https://ncc.nesdis.noaa.gov/NOAA-20/docs/Meetings/March2021/2021-03-03%20NASA%20VCST%20N20%20RSB%20calibration.pdf

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 [ DOI: 10.1175/JTECH-D-13-00071.1 http://dx.doi.org/10.1175/JTECH-D-13-00071.1 ]

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 [ DOI: 10.1109/IGARSS.2019.8897892 http://dx.doi.org/10.1109/IGARSS.2019.8897892 ]

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 [ DOI: 10.1016/j.rse.2006.06.015 http://dx.doi.org/10.1016/j.rse.2006.06.015 ]

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 [ DOI: 10.1016/j.rse.2011.12.001 http://dx.doi.org/10.1016/j.rse.2011.12.001 ]

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: 104271 J [ DOI: 10.1117/12.2278072 http://dx.doi.org/10.1117/12.2278072 ]

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

汪伟 , 张黎明 , 司孝龙 , 黄文薪 , 王戟翔 . 2019 . 太阳漫射板反射率在轨衰退监测技术研究 . 光学学报 , 39 ( 7 ): 0728005 [ DOI: 10.3788/AOS201939.0728005 http://dx.doi.org/10.3788/AOS201939.0728005 ]

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: 101561 M [ DOI: 10.1117/12.2247217 http://dx.doi.org/10.1117/12.2247217 ]

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 [ DOI: 10.1109/IGARSS.2008.4778842 http://dx.doi.org/10.1109/IGARSS.2008.4778842 ]

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 [ DOI: 10.1175/BAMS-D-12-00149.1 http://dx.doi.org/10.1175/BAMS-D-12-00149.1 ]

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

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: 78261 X [ DOI: 10.1117/12.864172 http://dx.doi.org/10.1117/12.864172 ]

Xiong X X and Butler J J . 2020 . MODIS and VIIRS calibration history and future outlook . Remote Sensing , 12 ( 16 ): 2523 [ DOI: 10.3390/rs12162523 http://dx.doi.org/10.3390/rs12162523 ]

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 [ DOI: 10.1109/TGRS.2006.872083 http://dx.doi.org/10.1109/TGRS.2006.872083 ]

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 [ DOI: 10.1109/LGRS.2008.2005591 http://dx.doi.org/10.1109/LGRS.2008.2005591 ]

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: 59780 V [ DOI: 10.1117/12.627631 http://dx.doi.org/10.1117/12.627631 ]

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]

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 [ DOI: 10.1109/TGRS.2018.2841827 http://dx.doi.org/10.1109/TGRS.2018.2841827 ]

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

杨本永 , 张黎明 , 沈政国 , 乔延利 . 2009 . 光学传感器星上定标漫射板的特性测量 . 光学精密工程 , 17 ( 8 ): 1851 - 1858 [ DOI: 10.3321/j.issn:1004-924X.2009.08.011 http://dx.doi.org/10.3321/j.issn:1004-924X.2009.08.011 ]

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

杨敏 , 刘照言 , 赵永光 , 马灵玲 , 李婉 , 王宁 , 李传荣 , 唐伶俐 . 2021 . 基于包头场TOA反射率的卫星在轨辐射定标方法 . 光学学报 , 41 ( 18 ): 1828001 [ DOI: 10.3788/AOS202141. 1828001 http://dx.doi.org/10.3788/AOS202141.1828001 ]

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

张冬英 , 乔延利 , 易维宁 , 杨世植 , 孟凡刚 , 吴浩宇 , 章骏平 . 2002 . 基于辐照度法的场地辐射校正试验研究——场地同步观测仪器的比较 . 光电子技术与信息 , 15 ( 3 ): 9 - 13

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 [ DOI: 10.3390/rs12142179 http://dx.doi.org/10.3390/rs12142179 ]

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

张玉香 , 张广顺 , 黄意玢 , 邱康睦 , 胡秀清 , 戎志国 , 王维和 , 刘志权 , 张立军 , 朱舜斌 , 王永宽 , 李昌宝 , 夏青 , 陈秀莲 , 方宗义 . 2002 . FY-1C遥感器可见近红外各通道在轨辐射定标 . 气象学报 , 60 ( 6 ): 740 - 747 [ DOI: 10.11676/qxxb2002.088 http://dx.doi.org/10.11676/qxxb2002.088 ]

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 [ DOI: 10.1109/JSTARS.2018.2862638 http://dx.doi.org/10.1109/JSTARS.2018.2862638 ]

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/W 4 : 235 - 240 [ DOI: 10.5194/isprsarchives-XL-7-W4-235-2015 http://dx.doi.org/10.5194/isprsarchives-XL-7-W4-235-2015 ]

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