Progress of global satellite remote sensing of atmospheric compositions and its' applications

ZHANG Xingying; ZHOU Minqiang; WANG Weihe; LI Xiaojing

doi:10.3981/j.issn.1000-7857.2015.17.001

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Science & Technology Review ›› 2015, Vol. 33 ›› Issue (17) : 13-22. DOI: 10.3981/j.issn.1000-7857.2015.17.001

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Progress of global satellite remote sensing of atmospheric compositions and its' applications

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1. National Satellite Meteorology Center, China Meteorological Administration, Beijing 100081, China;
2. Key Laboratory of Middle Atmosphere and Global Environment Observation, Institute of Atmospheric Physics, ChineseAcademy of Sciences, Beijing 100029, China
3. University of Chinese Academy of Sciences, Beijing 100049, China

Abstract

Along with the global Climate change, the air quality has attracted a great attention from scientists and governments, especially, the atmospheric components, which not only have an impact on the local environment but also have a potential feedback on the global climate change. Recently, the satellite remote sensing, as a new-technical tool for the atmospheric science, plays an important role in monitoring the atmosphere. Here, the status, the progress and the prospective of the international and domestic atmospheric satellites are reviewed in detail, mainly focusing on the aerosols, the trace gases, and the greenhouse gases. In addition, the progress of the occultation and the limb observations of space-based remote sensing is also discussed.

Key words

satellite / atmospheric components / remote sensing

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ZHANG Xingying, ZHOU Minqiang, WANG Weihe, LI Xiaojing. Progress of global satellite remote sensing of atmospheric compositions and its' applications[J]. Science & Technology Review, 2015, 33(17): 13-22 https://doi.org/10.3981/j.issn.1000-7857.2015.17.001

References

[1] Newman P A, Gleason J F, McPeters R D, et al. Nomalously low ozone over the Arctic[J]. Geophysical Research Letters, 1995, 24(22):2689-2692.
[2] Crutzen P J. The role of NO and NO₂ in the chemistry of the troposphere and stratosphere[J]. Annual Review of Earth and Planetary Sciences, 1979, 7(1):443-472.
[3] Singh A, Agrawal M. Acid rain and its ecological consequences[J]. Journal of Environmental Biology, 2007, 29(1):15-24.
[4] Lacis A, Hansen J, Sato M. Climate forcing by stratospheric aerosols[J]. Geophysical Research Letters, 1992, 19(15):1607-1610.
[5] Manabe S, Wetherald R T. On the distribution of climate change resulting from an increase in CO₂ content of the atmosphere[J]. Journal of the Atmospheric Sciences, 1980, 37(1):99-118.
[6] 张兴赢, 张鹏, 方宗义, 等. 基于卫星遥感技术的大尺度大气成分监测研究进展[J]. 气象, 2007, 33(7):3-14. Zhang Xingying, Zhang Peng, Fang Zongyi, et al. Progress in trace gas remoting sensing study based on satellite monitorint[J]. Meteorological Monthly, 2007, 33(7):3-14.
[7] IPCC. Climate change 2013:The physical science basis. Working group I contribution to the fifth assessment report of the intergovernmental panel on climate change[M]. New York, NY:Cambridge University Press, 2014.
[8] Rao C R N, McClain E P, Stowe C C. Remote sensing of aerosols over the oceans using AVHRR data theory, practice and applications[J]. International Journal of Remote Sensing, 1989, 10(45):743-749.
[9] Holben B, Vermote E, Kaufman Y J, et al. Aerosol retrieval over land from AVHRR data-application for atmospheric correction[J]. Geoscience and Remote Sensing, 1992, 30(2):212-222.
[10] Rudolf B H, Joseph M P, Larry L S. Characterization of tropospheric aerosols over the oceans with the NOAA advanced very high resolution radiometer optical thickness operational product[J]. Journal of Geophysical Research:Atmospheres, 1997, 102(D14):16889-16909.
[11] Prospero J M, Ginoux P, Torres O, et al. Environmental characterization of global sources of atmospheric soil dust identified with the nimbus 7 total ozone mapping spectrometer (TOMS) absorbing aerosol product[J]. Reviews of Geophysics, 2002, 40:21-31.
[12] McGill M J, Vaughan M A, Trepte C R, et al. Airborne validation of spatial properties measured by the CALIPSO lidar[J]. Journal of GeophysicalResearch:Atmospheres,2007:doi:10.1029/2007JD008768.
[13] Griggs M. Measurements of atmospheric aerosol optical thickness over water using ERTS-1 data[J]. Journal of Air Pollution Control Association, 1975, 25:622-626.
[14] Mekler Y H, Quenzel G O, Marcus I. Relative atmospheric aerosol content from ERTS observations[J]. Journal of Geophysical Research:Atmospheres, 1977, 82:967-972.
[15] Koepke P, Quenzel H. Turbidity of the atmosphere determined from satellite calculation of optimum viewing geometry[J]. Journal of Geophysical Research:Atmospheres, 1979, 84(C12):7847-7855.
[16] Kaufman Y J, Tanre D, Remer L A, et al. Operational remote sensing of tropospheric aerosol over land from EOS moderate resolution imaging spectroradiometer[J]. Journal of Geophysical Research, 1997, 27(D14):17051-17067.
[17] Remer L A, Kaufman Y J, Tanre D, et al. The MODIS aerosol algorithm, products, and validation[J]. Journal of the Atmospheric Science, 2005, 62(4):947-973.
[18] Levy R C, Remer L A. Second-generation operational algorithm:Retrieval of aerosol properties over land from inversion of Moderate Resolution Imaging Spectroradiometer spectral reflectance[J]. Journal of Geophysical Research:Atmospheres, 2007, 112(D13):doi:10.1029/2006JD007811.
[19] Savtchenko A, Ouzounov D, Ahmad S, et al. Terra and Aqua MODIS products available from NASA GES DAAC[J]. Advances in Space Research, 2004, 34(4):710-714.
[20] 李晓静, 张鹏, 张兴赢, 等. 中国区域MODIS陆上气溶胶光学厚度产品检验[J]. 应用气象学报, 2009, 20(2):147-156. Li Xiaojing, Zhang Peng, Zhang Xingying, et al. Validation of aerosol optical thickness product over China with MODIS data operated at NSMC[J]. Journal of Applied Meterological Science, 2009, 20(2):147-156.
[21] Liu J, Xia X, Li Z, et al. Validation of multi-angle imaging spectroradiometer aerosol products in China[J]. Tellus B:Chemical and Physical Meteorology, 2010, 62B:117-124.
[22] Tanré D, Bréon M F, Deuzé L J, et al. Global observation of anthropogenic aerosols from satellite[J]. Geophysical Research Letters, 2001, 28:4555-4558.
[23] Deuzé L J, Bréon M F, Devaux C, et al. Remote sensing of aerosols over land surfaces from POLDER-ADEOS-1 polarized measurements
[J]. Journal of Geophysical Research:Atmospheres, 2001, 106(D5):4913-4926.
[24] Winker D M, Hunt W H, McGill M J. Initial performance assessment of CALIOP[J]. Geophysical Research Letters, 2007, 34:doi:10.1029/2007GL030135.
[25] Sassen K. The polarization lidar technique for cloud research:A review and current assessment[J]. Bulletin of the American Meteorological Society, 1991, 72(12):1848-1866.
[26] Thomason L W, Pitts M C, Winker D M. CALIPSO observations of stratospheric aerosols:A preliminary assessment[J]. Atmospheric Chemistry and Physics, 2007, 7(20):5283-5290.
[27] Huang J, Minnis P, Yi Y, et al. Summer dust aerosols detected from CALIPSO over the Tibetan Plateau[J]. Geophysical Research Letters, 2007, 34:doi:10.1029/2007GL029938.
[28] Jackson J M, Liu H, Laszlo I, et al. Suomi-NPP VIIRS aerosol algorithms and data products[J]. Journal of Geophysical Research:Atmospheres, 2013, 118(22):12673-12689.
[29] Liu H, Remer L A, Huang J, et al. Preliminary evaluation of S-NPP VIIRS aerosol optical thickness[J]. Journal of Geophysical Research:Atmospheres, 2014, 119(7):3942-3962.
[30] 杨军, 董超华. 新一代风云极轨气象卫星业务产品及应用[M]. 北京:科学出版社,2010. Yang Jun, Dong Chaohua. The operational products of the new generation Fengyun Polar orbit meteorological satellite and its application[M]. Beijing:Science Press, 2010.
[31] 滕维远. 北京及其周边地区MERSI与MODIS数据气溶胶光学厚度反演研究[D]. 北京:首都师范大学, 2013. Teng Weiyuan. The study of aerosol retrieval from MERSI and MODIS at Beijing and near-by field[D]. Beijing:Capital Normal University, 2013.
[32] Zhou Y B, Bai J, Zhou Z H, et al. Aerosol optical depth retrieval from FY-3A/MERSI for sand-dust weather over ocean[J]. Journal of Remote Sensing, 2014, 18(4):771-787.
[33] 王中挺, 陈良富, 巩慧, 等. CBERS02B卫星CCD传感器数据反演陆地气溶胶[J]. 遥感学报, 2009(6):1047-1059. Wang Zhongting, Chen Liangfu, Gong Hui, et al. Modified DDV method of aerosol optical depth inversion over land surfaces from CBERS02B[J]. Journal of Remote Sensing, 2009(6):1047-1059.
[34] 王中挺, 厉青, 陶金花, 等. 环境一号卫星CCD相机应用于陆地气溶胶的监测[J]. 中国环境科学, 2009(9):902-907. Wang Zhongting, Li Qing, Tao Jinhua, et al. Monitoring of aerosol optical depth over land surface using CCD camera on HJ-1 satellite[J]. China Environmental Science, 2009, 29(9):902-907.
[35] Stolarski R S, Krueger A J, Schoeberl M R, et al. Nimbus 7 satellite measurements of the springtime Antarctic ozone decrease[J]. Nature, 1986, 322:808-811.
[36] Fishman J, Watson C E, Larsen J C, et al. Distribution of tropospheric ozone determined from satellite data[J]. Journal of Geophysical Research:Atmospheres, 1990, 95(D4):3599-3617.
[37] Kim J H, Newchurch M J. Climatology and trends of tropospheric ozone over the eastern Pacific Ocean:The influences of biomass burning and tropospheric dynamics[J]. Geophysical Research Letters, 1996, 23(25):3723-3726.
[38] Thompson A M, Witte J C, McPeters R D, et al. Southern hemisphere additional ozonesondes (SHADOZ) 1998—2000 tropical ozone climatology 1. Comparison with total ozone mapping spectrometer (TOMS) and ground-based measurements[J]. Journal of Geophysical Research:Atmospheres, 2003, 108(D2):doi:10.1029/2001JD000967.
[39] Krueger A J. Sighting of El Chichon sulfur dioxide clouds with the nimbus 7 total ozone mapping spectrometer[J]. Science, 1983, 220:1377.
[40] Krueger A J, Walter L S, Bhartia P K, et al. Volcanic sulfur dioxide measurements from the total ozone mapping spectrometer (TOMS) instruments[J]. Journal of Geophysical Research:Atmospheres, 1995, 100(D7):14057-14076.
[41] Pyle D M, Beattie P D, Bluth G J S. Sulphur emissions to the stratosphere from explosive volcanic eruptions[J]. Bulletin of Volcanology, 1996, 57:663-671.
[42] Heath D F, Krueger A J, Roeder H A, et al. The solar backscatter ultraviolet and total ozone mapping spectrometer (SBUV/TOMS) for Nimbus G[J]. Optical Engineering, 1975, 14(4):144323.
[43] Herman J R, Hudson R, McPeters R, et al. A new self-calibration method applied to TOMS and SBUV backscattered ultraviolet data to determine long-term global ozone change[J]. Journal of GeophysicalResearch:Atmospheres, 1991, 96(D4):7531-7545.
[44] McPeters R D, Miles T, Flynn L E, et al. Comparison of SBUV and SAGE II ozone profiles:Implications for ozone trends[J]. Journal of Geophysical Research:Atmospheres, 1994, 99(D10):20513-20524.
[45] Bhartia P K, McPeters R D, Flynn L E, et al. Solar backscatter UV (SBUV) total ozone and profile algorithm[J]. Atmospheric Measurement Techniques, 2013, 6(10):2533-2548.
[46] McPeters R D, Bhartia P K, Haffner D, et al. The version 8.6 SBUV ozone data record:An overview[J]. Journal of Geophysical Research:Atmospheres, 2013, 118:8032-8039.
[47] European Space Agency. GOME global ozone measuring experiment users manual[M]. ESA SP 2-1182, Noordwijk:ESA/ESTEC, 1995.
[48] Burrows J P, Weber M, Buchwitz M, et al. The global ozone monitoring experiment (GOME):Mission concept and first scientific results[J]. Journal of the Atmospheric Sciences, 1999, 56(2):151-175.
[49] Richter A, Wittrock F, Eisinger M, et al. GOME observations of tropospheric BrO in northern hemispheric spring and summer 1997[J]. Geophysical Research Letters, 1998, 25(14):2683-2686.
[50] Chance K, Palmer P I, Spurr R J D, et al. Satellite observations of formaldehyde over North America from GOME[J]. Geophysical Research Letters, 2000, 27(21):3461-3464.
[51] Richter A, Burrows J P. Tropospheric NO₂ from GOME measurements. Advances in space research[J]. 2002, 29(11):1673-1683.
[52] Martin R V. An improved retrieval of tropospheric nitrogen dioxide from GOME[J]. Journal of Geophysical Research:Atmospheres, 2002, 107(D20):doi:10.1029/2001JD001027.
[53] Bovensmann H, Burrows J P, Buchwitz M, et al. SCIAMACHY:Mission objectives and measurement modes[J]. Journal of the Atmospheric Sciences, 1999, 56(2):127-150.
[54] Blond N, Boersma K F, Eskes H J, et al. Inter-comparison of SCIAMACHY nitrogen dioxide observations, in situ measurements and air quality modeling results over Western Europe[J]. Journal of Geophysical Research:Atmospheres, 2007, 112(D10):doi:10.1029/2006JD007277.
[55] Zhang X, Zhang P, Zhang Y, et al. The trend, seasonal cycle, and sources of tropospheric NO₂ over China during 1997-2006 based on satellite measurement[J]. Science in China, Series D, 2007, 50(12):1877-1884.
[56] Rohen G. Ozone depletion during the solar proton events of October/November 2003 as seen by SCIAMACHY[J]. Journal of Geophysical Research:Space Physics, 2005, 110:doi:10.1029/2004JA010984.
[57] Buchwitz M, Beek R D, Bramstedt K, et al. Global carbon monoxide as retrieved from SCIAMACHY by WFM-DOAS[J]. Atmospheric Chemistry and Physics, 2004, 4(7):1945-1960.
[58] Frankenberg C, Aben I, Bergamaschi P, et al. Global column averaged methane mixing ratios from 2003 to 2009 as derived from SCIAMACHY:Trends and variability[J]. Journal of Geophysical Research:Atmospheres, 2011, 116(D4):doi:10.1029/2010JD014849.
[59] Zhang X Y, Geffen J V, Liao H, et al. Spatiotemporal variations of tropospheric SO₂ over China by SCIAMACHY observations during 2004-2009[J]. Atmospheric Environment, 2012, 60:238-246.
[60] Wang X, Zhang X Y, Zhang L Y, et al. Interpreting seasonal changes of low-tropospheric CO₂ over China based on SCIAMACHY observations during 2003-2011[J]. Atmospheric Environment, 2015, 103:180-187.
[61] Levelt P F, van den Oord G H J, Dobber M R, et al. The ozone monitoring instrument[J]. IEEE Transactions on Geoscience and Remote Sensing, 2006, 44(5):1093-1101.
[62] Boersma K F, Eskes H J, Veefkind J P, et al. Near-real time retrieval of tropospheric NO₂ from OMI[J]. Atmospheric Chemistry and Physics, 2007, 7(8):2103-2118.
[63] Boersma K F, Jacob D J, Bucsela E J, et al. Validation of OMI tropospheric NO₂ observations during INTEX-B and application to constrain NOx emissions over the eastern United States and Mexico[J]. Atmospheric Environment, 2008, 42(19):4480-4497.
[64] Celarier E A, Brinksma E J, Gleason J F, et al. Validation of ozone monitoring instrument nitrogen dioxide columns[J]. Journal of Geophysical Research:Atmospheres, 2008, 113(D15):doi:10.1029/2007JD008908.
[65] Krotkov N A, Carn S A, Krueger A J, et al. Band residual difference algorithm for retrieval of SO₂ from the Aura Ozone Monitoring Instrument (OMI) [J]. IEEE Transactions on Geoscience and Remote Sensing, 2006, 44(5):1259-1266.
[66] Ziemke J R, Chandra S, Duncan B N, et al. Tropospheric ozone determined from Aura OMI and MLS:Evaluation of measurements and comparison with the Global Modeling Initiative's Chemical Transport Model[J]. Journal of Geophysical Research:Atmospheres, 2006, 111(D19):doi:10.1029/2006JD007089.
[67] Huang K, Zhang X Y, Lin Y F. The "APEC Blue" phenomena:Regional emission control effects observed from space[J]. Atmospheric Research, 2015:164:65-75.
[68] Callies J, Corpaccioli E, Eisinger M, et al. GOME-2-Metop's secondgeneration sensor for operational ozone monitoring[J]. ESA Bulletin, 2000, 102:28-36.
[69] Loyola D G, Koukouli M E, Valks P, et al. The GOME-2 total column ozone product:Retrieval algorithm and ground-based validation[J]. Journal of Geophysical Research:Atmospheres, 2011, 116(D7):doi:10.1029/2010JD014675.
[70] Theys N, Roozendael M V, Hendrick F, et al. Global observations of tropospheric BrO columns using GOME-2 satellite data[J]. Atmospheric Chemistry and Physics, 2011, 11(4):1791-1811.
[71] Rix M, Valks P, Hao N, et al. Volcanic SO₂, BrO and plume height estimations using GOME-2 satellite measurements during the eruption of Eyjafjallajökull in May 2010[J]. Journal of Geophysical Research:Atmospheres, 2012, 117(D20):doi:10.1029/2011JD016718.
[72] Valks P, Pinardi G, Richter A, et al. Operational total and tropospheric NO₂ column retrieval for GOME-2[J]. Atmospheric Measurement Techniques, 2011, 4(7):1491-1514.
[73] Kramarova N A, Nash E R, Newman P A, et al. Measuring the antarctic ozone hole with the new ozone mapping and profiler suite (OMPS)[J]. Atmospheric Chemistry and Physics, 2014, 14(5):2353-2361.
[74] Yang K, Dickerson R R, Carn S A, et al. First observations of SO₂ from the satellite Suomi NPP OMPS:Widespread air pollution events over China[J]. Geophysical Research Letters, 2013, 40(18):4957-4962.
[75] Yang K, Carn S A, Ge C, et al. Advancing measurements of tropospheric NO₂ from space:New algorithm and first global results from OMPS[J]. Geophysical Research Letters, 2014, 41(13):4777-4786.
[76] Wang Y M, Wang Y J, Wang W H, et al. FY-3 satellite ultraviolet total ozone unit[J]. Chinese Science Bulletin, 2010, 55(1):84-89.
[77] Wang W H, Zhang X Y, An X Q, et al. Analysis for retrieval and validation results of FY-3 total ozone unit (TOU)[J]. Chinese Science Bulletin, 2010, 66(26):3037-3043.
[78] Wang W H, Zhang X Y, Wang Y M, et al. Introduction to the FY-3A total ozone unit:Instrument, performance and results[J]. International Journal of Remote Sensing, 2011, 32(17):4749-4758.
[79] Zhang Y, Wang W H, Li X Y, et al. Anomalously low ozone of 1997 and 2011 Arctic spring:Monitoring results and analysis[J]. Advances in Polar Science, 2012, 2(23):82-86.
[80] Wang W H, Flynn L E, Zhang X Y, et al. Cross-calibration of the total ozone unit (TOU) with the ozone monitoring instrument (OMI) and SBUV/2 for environmental applications[J]. IEEE Transactions on Geoscience and Remote Sensing, 2012, 50(12):4943-4955.
[81] Huang F X, Liu N Q, Zhao M X, et al. Vertical ozone profiles deduced from measurements of SBUS on FY-3 satellite[J]. Chinese Science Bulletin, 2010, 55(10):943-948.
[82] Huang F X, Huang Y, Flynn L E, et al. Radiometric calibration of the solar backscatter ultraviolet sounder and validation of ozone profile retrievals[J]. IEEE Transactions on Geoscience and Remote Sensing, 2012, 50(12):4956-4964.
[83] Liu N Q, Huang F X, Wang W H. Monitoring of the 2011 spring low ozone events in the arctic region[J]. Chinese Science Bulletin, 2011, 56(27):2893-2896.
[84] Myhre G, Highwood E J, Shine K P, et al. New estimates of radiative forcing due to well mixed greenhouse gases[J]. Geophysical Research Letters, 1998, 25(14):2715-2718.
[85] Kuze A, Suto H, Nakajima M, et al. Thermal and near infrared sensor for carbon observation Fourier-transform spectrometer on the greenhouse gases observing satellite for greenhouse gases monitoring[J]. Applied Optics, 2009, 48(35):6716-6733.
[86] Yokota T N, Eguchi Y Y, Ota Y, et al. Global concentrations of CO₂ and CH₄ retrieved from GOSAT:First preliminary results[J]. Scientific Online Letters on the Atmosphere, 2009, 5:160-163.
[87] Yoshida Y, Kikuchi N, Morino I, et al. Improvement ofthe retrieval algorithm for GOSAT SWIR XCO₂ and XCH₄ and their validation using TCCON data[J]. Atmospheric Measurement Techniques, 2013, 6 (6):1533-1547.
[88] Yoshida Y, Kikuchi N, Yokota T. On-orbit radiometric calibration of SWIR bands of TANSO-FTS onboard GOSAT[J]. Atmospheric Measurement Techniques, 2012, 5(10):2515-2523.
[89] Yoshida Y, Ota Y, Eguchi N, et al. Retrieval algorithm for CO₂ and CH₄ column abundances from short-wavelength infrared spectral observations by the Greenhouse gases observing satellite[J]. Atmospheric Measurement Techniques, 2011, 4(4):717-734.
[90] O'Dell C W, Connor B, Bösch H, et al. The ACOS CO₂ retrieval algorithm-Part 1:Description and validation against synthetic observations[J]. Atmospheric Measurement Techniques, 2012, 5(1):99-121.
[91] Crisp D, Fisher B M, O'Dell C, et al. The ACOS CO₂ retrieval algorithm and ash. Part II:Global XCO₂ data characterization[J]. Atmospheric Measurement Techniques, 2012, 5(4):687-707.
[92] Butz A, Guerlet S, Hasekamp O, et al. Toward accurate CO₂ and CH₄ observations from GOSAT[J]. Geophysical Research Letters, 2011, 38 (14):doi:10.1029/2011gl047888.
[93] Liu Y, Yang D, Cai Z. A retrieval algorithm for TanSat XCO₂ observation:Retrieval experiments using GOSAT data[J]. Chinese Science Bulletin, 2013, 58(13):1520-1523.
[94] Zhou M Q, Zhang X Y, Wang P C, et al. XCO₂ satellite retrieval experiments in short-wave infrared spectrum and ground-based validation[J]. Science in China, Series D, 2015, 58(7):1191-1197.
[95] Kadygrov N, Maksyutov N S, Eguchi T, et al. Role of simulated GOSAT total column CO₂ observations in surface CO₂ flux uncertainty reduction[J]. Journal of Geophysical Research:Atmospheres, 2009, 114 (D21):doi:10.1029/2008JD011597.
[96] Fraser A, Palmer P I, Feng L, et al. Estimating regional methane surface fluxes:The relative importance of surface and GOSAT mole fraction measurements[J]. Atmospheric Chemistry and Physics, 2013, 13(11):5697-5713.
[97] Basu S, Guerlet S, Butz A, et al. Global CO₂ fluxes estimated from GOSAT retrievals of total column CO₂[J]. Atmospheric Chemistry and Physics, 2013, 13(17):8695-8717.
[98] Butz A, Hasekamp O P, Frankenberg C, et al. Retrievals of atmospheric CO₂ from simulated space-borne measurements of backscattered nearinfrared sunlight:Accounting for aerosol effects[J]. Applied Optics, 2009, 48(18):3322-3336.
[99] Mao J, Kawa S R. Sensitivity studies for space-based measurement of atmospheric total column carbon dioxide by reflected sunlight[J]. Applied Optics, 2004, 43(4):914-927.
[100] Taylor T E, O'Dell C W, O'Brien D M, et al. Comparison of cloudscreening methods applied to GOSAT near-infrared spectra[J]. IEEE Transactions on Geoscience and Remote Sensing, 2012, 50(1):295-309.
[101] Frankenberg C, Butz A, Toon G C. Disentangling chlorophyll fluorescence from atmospheric scattering effects in O2A-band spectra of reflected sun-light[J]. Geophysical Research Letters, 2011, 38(3):doi:10.1029/2010gl045896.
[102] Frankenberg C, Fisher J B, Worden J, et al. New global observations of the terrestrial carbon cycle from GOSAT:Patterns of plant fluorescence with gross primary productivity[J]. Geophysical Research Letters, 2011, 38(17):doi:10.1029/2011gl048738.
[103] Kyrölö E, Tamminen J, Leppelmeier G W, et al. GOMOS on Envisat:An overview[J]. Advances in Space Research, 2004, 33(7):1020-1028.
[104] Barath F T, Chavez M C, Cofield R E, et al. The upper atmosphere research satellite microwave limb sounder instrument[J]. Journal of Geophysical Research:Atmospheres, 1993, 98(D6):10751-10762.
[105] Llewellyn E J, Lloyd N D, Degenstein D A, et al. The OSIRIS instrument on the Odin spacecraft[J]. Canadian Journal of Physics, 2004, 82(6):411-422.
[106] Clerbaux C, George M, Turquety S, et al. CO measurements from the ACE-FTS satellite instrument:Data analysis and validation using ground-based, airborne and space-borne observations[J]. Atmospheric Chemistry and Physics, 2008, 8(9):2569-2594.
[107] Beer R. TES on the Aura mission:Scientific objectives, measurements, and analysis overview[J]. IEEE Transactions on Geoscience and Remote Sensing, 2006, 44(5):1102-1105.
[108] Lee S, Hong Y, Song C K, et al. Plan of Korean geostationary environment satellite over Asia-Pacific region[C]//EGU General Assembly Conference Abstracts. 2010, 12:7595.
[109] European Space Agency, ESA. GMES Sentinels 4 and 5 Mission requirements document[R]. EOP-SMA/1507, 2007:87.
[110] GEO-CAPE. Geostationary coastal and air pollution events[R]. GEOCAPE Mission NASA Workshop Report, 2008:50.
[111] Abshire J B, Riris H, Allan G R, et al. A lidar approach to measure CO₂ concentrations from space for the ASCENDS Mission[J]. Remote Sensing, 2010, 7832:78320D-78320D-13.