References
- 1.Ackerman A A, Platnick S, Bhartia P K, Duncan B, L’Ecuyer T, Heidinger A, Skofronick-Jackson G, Loeb N, Schmit T and Smith N. 2019. Satellites see the world’s atmosphere. Hou M T, Li J H, trans. Advances in Meteorological Science and Technology, 9S1: 52-72
- 2.Bian J C, Chen H B, Zhao Y L and Lü D R. 2002. Variation features of total atmospheric ozone in Beijing and Kunming based on Dobson and TOMS data. Advances in Atmospheric Sciences, 19(2): 279-286
- 3.Boynard A, Clerbaux C, Coheur P F, Hurtmans D, Turquety S, George M, Hadji-Lazaro J, Keim C and Meyer-Arnek J. 2009. Measurements of total and tropospheric ozone from IASI: comparison with correlative satellite, ground-based and ozonesonde observations. Atmospheric Chemistry and Physics, 9(16): 6255-6271
- 4.Cai Z N, Wang Y, Liu X, Zheng X D, Chance K and Liu Y. 2009. Validation of GOME ozone profiles and tropospheric column ozone with ozone Sonde over China. Journal of Applied Meteorological Science, 20(3): 337-345
- 5.Chen D, Zhou B and Chen L M. 2008. The retrieval of atmospheric ozone column densities using zenith-sky scattered light observations. Journal of Fudan University (Natural Science), 47(4): 478-486
- 6.Chen L F, Wang Y P, Zhang X X, Wang Z F, Tao J H, Wang L L and Zhang Y. 2019. Satellite remote sensing monitoring of ozone and its precursors for regional secondary pollution risk control. Environmental Monitoring and Forewarning, 11(5): 13-21
- 7.Chen Y, Liu H L, Duan M Z, Lü D R and Zhang J Q. 2020. Validation of ozone product by satellite OMPS with sounding measurements over Beijing. Remote Sensing Technology and Application, 35(3): 723-730
- 8.Clerbaux C, Boynard A, Clarisse L, George M, Hadji-Lazaro J, Herbin H, Hurtmans D, Pommier M, Razavi A, Turquety S, Wespes C and Coheur P F. 2009. Monitoring of atmospheric composition using the thermal infrared IASI/MetOp sounder. Atmospheric Chemistry and Physics, 9(16): 6041-6054
- 9.Coheur P F, Barret B, Turquety S, Hurtmans D, Hadji-Lazaro J and Clerbaux C. 2005. Retrieval and characterization of ozone vertical profiles from a thermal infrared nadir sounder. Journal of Geophysical Research: Atmospheres, 110(D24): D24303
- 10.Coldewey-Egbers M, Weber M, Buchwitz M and Burrows J P. 2004. Application of a modified DOAS method for total ozone retrieval from GOME data at high polar latitudes. Advances in Space Research, 34(4): 749-753
- 11.Cooper O R, Parrish D D, Ziemke J, Balashov N V, Cupeiro M, Galbally I E, Gilge S, Horowitz L, Jensen N R, Lamarque J F, Naik V, Oltmans S J, Schwab J, Shindell D T, Thompson A M, Thouret V, Wang Y and Zbinden R M. 2014. Global distribution and trends of tropospheric ozone: an observation-based review. Elementa: Science of the Anthropocene, 2: 000029
- 12.Cracknell A P and Varotsos C A. 2012. Remote Sensing and Atmospheric Ozone: Human Activities versus Natural Variability. Berlin, Heidelberg: Springer
- 13.Cracknell A P and Varotsos C A. 2014. Satellite systems for atmospheric ozone observations. International Journal of Remote Sensing, 35(15): 5566-5597
- 14.Divakarla M, Barnet C, Goldberg M, Maddy E, Irion F, Newchurch M, Liu X P, Wolf W, Flynn L, Labow G, Xiong X Z, Wei J and Zhou L H. 2008. Evaluation of Atmospheric Infrared Sounder ozone profiles and total ozone retrievals with matched ozonesonde measurements, ECMWF ozone data, and Ozone Monitoring Instrument retrievals. Journal of Geophysical Research: Atmospheres, 113(D15): D15308
- 15.Duncan B N, Yoshida Y, Olson J R, Sillman S, Martin R V, Lamsal L, Hu Y T, Pickering K E, Retscher C, Allen D J and Crawford J H. 2010. Application of OMI observations to a space-based indicator of NOx and VOC controls on surface ozone formation. Atmospheric Environment, 44(18): 2213-2223
- 16.Fan C, Li Y, Guang J, Li Z Q, Elnashar A, Allam M and de Leeuw G. 2020. The impact of the control measures during the COVID-19 outbreak on air pollution in China. Remote Sensing, 12(10): 1613
- 17.Felder M, Sehnke F and Kaifel A. 2013. Combined ozone retrieval from METOP sensors using META-training of deep neural networks//ESA Living Planet Symposium. Edinburgh: ESA
- 18.Gao M, Li Q B, Mao Y H and Randerson J. 2011. Biomass burning impact on surface ozone in the western U.S.//5th International GEOS-Chem (IGC) Meeting. Cambridge, MA: Harvard University
- 19.Gaudel A, Cooper O R, Ancellet G, Barret B, Boynard A, Burrows J P, Clerbaux C, Coheur P F, Cuesta J, Cuevas E, Doniki S, Dufour G, Ebojie F, Foret G, Garcia O, Granados-Muñoz M J, Hannigan J W, Hase F, Hassler B, Huang G, Hurtmans D, Jaffe D, Jones N, Kalabokas P, Kerridge B, Kulawik S, Latter B, Leblanc T, Le Flochmoën E, Lin W, Liu J, Liu X, Mahieu E, Mcclure-Begley A, Neu J L, Osman M, Palm M, Petetin H, Petropavlovskikh I, Querel R, Rahpoe N, Rozanov A, Schultz M G, Schwab J, Siddans R, Smale D, Steinbacher M, Tanimoto H, Tarasick D W, Thouret V, Thompson A M, Trickl T, Weatherhead E, Wespes C, Worden H M, Vigouroux C, Xu X, Zeng G and Ziemke J. 2018. Tropospheric Ozone Assessment Report: present-day distribution and trends of tropospheric ozone relevant to climate and global atmospheric chemistry model evaluation. Elementa: Science of the Anthropocene, 6: 39
- 20.Glumb R J, Jordan D C and Mantica P. 2002. Development of the Crosstrack Infrared Sounder (CrIS) sensor design//Proceedings Volume 4486, Infrared Spaceborne Remote Sensing IX. San Diego, CA: SPIE: 411-424
- 21.Hong H, Lee H, Kim J and Lee Y G. 2014. First comparison of OMI-DOAS total ozone using ground-based observations at a megacity site in East Asia: causes of discrepancy and improvement in OMI-DOAS total ozone during summer. Journal of Geophysical Research: Atmospheres, 119(16): 10058-10067
- 22.Huang F X, Huang Y, Flynn L E, Wang W H, Cao D J and Wang S R. 2013. Radiometric calibration of the solar backscatter ultraviolet sounder and validation of ozone profile retrievals. Advances in Met S&T, 3(4): 108-115
- 23.Huang F X, Zhao M X, Yang C J and Dong C H. 2008. Ozone profile retrievals from FY-3 and validation. Progress in Natural Science, 18(10): 1136-1142
- 24.Jiang F, Wang W H, Wang Y M and Wang Y J. 2012. Calibration in-orbit and retrieval result study of FY-3 Total Ozone Unit (TOU). Chinese Journal of Geophysics, 55(3): 760-767
- 25.Jin X M, Fiore A M, Murray L T, Valin L C, Lamsal L N, Duncan B, Boersma K F, De Smedt I, Abad G G, Chance K and Tonnesen G S. 2017. Evaluating a space-based indicator of surface ozone-NOx-VOC sensitivity over midlatitude source regions and application to decadal trends. Journal of Geophysical Research: Atmospheres, 122(19): 10439-10461
- 26.Jin X M and Holloway T. 2015. Spatial and temporal variability of ozone sensitivity over China observed from the Ozone Monitoring Instrument. Journal of Geophysical Research: Atmospheres, 120(14): 7229-7246
- 27.Jing W Q, Wang Y G, Cui Y Y, Cai Q F and Lan W R. 2019. Assimilation of near space ozone data from SABER and MLS observations into the whole atmosphere community climate model and data assimilation research test-bed. Chinese Journal of Atmospheric Sciences, 43(2): 233-250
- 28.Kim S. 2015. Particulate Matter and Ozone: Remote Sensing and Source Attribution. Cambridge, MA: Harvard University
- 29.Knowland K E, Ott L E, Duncan B N and Wargan K. 2017. Stratospheric intrusion-influenced ozone air quality exceedances investigated in the NASA MERRA-2 reanalysis. Geophysical Research Letters, 44(20): 10691-10701
- 30.Langford A O, Pierce R B and Schultz P J. 2015a. Stratospheric intrusions, the Santa Ana winds, and wildland fires in southern California. Geophysical Research Letters, 42(14): 6091-6097
- 31.Langford A O, Senff C J, Alvarez R J II, Brioude J, Cooper O R, Holloway J S, Lin M Y, Marchbanks R D, Pierce R B, Sandberg S P, Weickmann A M and Williams E J. 2015b. An overview of the 2013 Las Vegas Ozone Study (LVOS): impact of stratospheric intrusions and long-range transport on surface air quality. Atmospheric Environment, 109: 305-322
- 32.Li R, Cui L L, Fu H B, Li J L, Zhao Y L and Chen J M. 2020. Satellite-based estimation of full-coverage ozone (O3) concentration and health effect assessment across Hainan Island. Journal of Cleaner Production, 244: 118773
- 33.Li Y F. 2020. Remote Sensing-Based Estimating Ground-Level O3 Concentrations in China Using Gradient Boosting Regressor Tree. Xuzhou: China University of Mining and Technology
- 34.Lin M Y, Fiore A M, Cooper O R, Horowitz L W, Langford A O, Levy H II, Johnson B J, Naik V, Oltmans S J and Senff C J. 2012a. Springtime high surface ozone events over the western United States: quantifying the role of stratospheric intrusions. Journal of Geophysical Research: Atmospheres, 117(D21): D00V22
- 35.Lin M Y, Fiore A M, Horowitz L W, Cooper O R, Naik V, Holloway J, Johnson B J, Middlebrook A M, Oltmans S J, Pollack I B, Ryerson T B, Warner J X, Wiedinmyer C, Wilson J and Wyman B. 2012b. Transport of Asian ozone pollution into surface air over the western United States in spring. Journal of Geophysical Research: Atmospheres, 117(D21): D00V07
- 36.Liu C. 2018. An algorithm for the retrieval of ozone profiles from satellite measurements. China, CN201810259400.2
- 37.Liu H R, Liu C, Xie Z Q, Li Y, Huang X, Wang S S, Xu J and Xie P H. 2016. A paradox for air pollution controlling in China revealed by “APEC Blue” and “Parade Blue”. Scientific Reports, 6(1): 34408
- 38.Liu J G, Liu W Q and Lu Y H. 2003. Ozone profile retrieval algorithm from satellite data//The first International Symposium on Environmental Remote Sensing Application Technology. Lijiang: [s.n.]: 170-175
- 39.Liu N W. 2019. Seasonal-Spatial Variations of Surface Ozone over China and the Influence of Long Range Transport. Beijing: Chinese Academy of Meteorological Sciences
- 40.Ma M L. 2020. Temporal and spatial analysis of tropospheric ozone, simulation of influencing factors and surface ozone estimation. Acta Geodaetica et Cartographica Sinica, 49(11): 1507
- 41.Ma P F, Chen L F, Wang Z T, Zhao S H, Li Q, Tao M H and Wang Z F. 2016. Ozone profile retrievals from the cross-track infrared sounder. IEEE Transactions on Geoscience and Remote Sensing, 54(7): 3985-3994
- 42.Martin R V, Fiore A M and Van Donkelaar A. 2004. Space-based diagnosis of surface ozone sensitivity to anthropogenic emissions. Geophysical Research Letters, 31(6): L06120
- 43.McPeters R, Frith S, Kramarova N, Ziemke J and Labow G. 2019. Trend quality ozone from NPP OMPS: the version 2 processing. Atmospheric Measurement Techniques, 12(2): 977-985
- 44.Mo Y Q, Li Q, Karimian H, Zhang S T, Kong X Y, Fang S W and Tang B Y. 2021. Daily spatiotemporal prediction of surface ozone at the national level in China: a improvement of CAMS ozone product. Atmospheric Pollution Research, 12(1): 391-402
- 45.Müller M D, Kaifel A K, Weber M, Tellmann S, Burrows J P and Loyola D. 2003. Ozone profile retrieval from Global Ozone Monitoring Experiment (GOME) data using a neural network approach (Neural Network Ozone Retrieval System (NNORSY)). Journal of Geophysical Research: Atmospheres, 108(D16): 4497
- 46.Nassar R, Logan J A, Worden H M, Megretskaia I A, Bowman K W, Osterman G B, Thompson A M, Tarasick D W, Austin S, Claude H, Dubey M K, Hocking W K, Johnson B J, Joseph E, Merrill J, Morris G A, Newchurch M, Oltmans S J, Posny F, Schmidlin F J, Vömel H, Whiteman D N and Witte J C. 2008. Validation of Tropospheric Emission Spectrometer (TES) nadir ozone profiles using ozonesonde measurements. Journal of Geophysical Research: Atmospheres, 113(D15): D15S17
- 47.Natraj V, Liu X, Kulawik S, Chance K, Chatfield R, Edwards D P, Eldering A, Francis G, Kurosu T, Pickering K, Spurr R and Worden H. 2011. Multi-spectral sensitivity studies for the retrieval of tropospheric and lowermost tropospheric ozone from simulated clear-sky GEO-CAPE measurements. Atmospheric Environment, 45(39): 7151-7165
- 48.Newchurch M J, Kuang S, Leblanc T, Alvarez R J II, Langford A O, Senff C J, Burris J F, McGee T J, Sullivan J T, DeYoung R J, Al-Saadi J, Johnson M and Pszenny A. 2016. TOLNet – a tropospheric ozone lidar profiling network for satellite continuity and process studies. EPJ Web of Conferences, 119: 20001
- 49.Peng X L. 2017. Spatio-temporal Reconstruction for Globally Remotely Sensed Total Ozone Production. Wuhan: Wuhan University
- 50.Peralta O, Ortínez-Alvarez A, Torres-Jardón R, Suárez-Lastra M, Castro T and Ruíz-Suárez L G. 2021. Ozone over Mexico City during the COVID-19 pandemic. Science of the Total Environment, 761: 143183
- 51.Petropavlovskikh I, Bhartia P K and DeLuisi J. 2005. New Umkehr ozone profile retrieval algorithm optimized for climatological studies. Geophysical Research Letters, 32(16): L16808
- 52.Quesada-Ruiz S, Attié J L, Lahoz W A, Abida R, Ricaud P, El Amraoui L, Zbinden R, Piacentini A, Joly M, Eskes H, Segers A, Curier L, de Haan J, Kujanpää J, Oude Nijhuis A C P, Tamminen J, Timmermans R and Veefkind P. 2020. Benefit of ozone observations from Sentinel-5P and future Sentinel-4 missions on tropospheric composition. Atmospheric Measurement Techniques, 13(1): 131-152
- 53.Sillman S and Samson P J. 1995. Impact of temperature on oxidant photochemistry in urban, polluted rural and remote environments. Journal of Geophysical Research: Atmospheres, 100(D6): 11497-11508
- 54.Su W J, Liu C, Chan K L, Hu Q H, Liu H R, Ji X G, Zhu Y Z, Liu T, Zhang C X, Chen Y J and Liu J G. 2020. An improved TROPOMI tropospheric HCHO retrieval over China. Atmospheric Measurement Techniques, 13(11): 6271-6292
- 55.Su W J, Liu C, Hu Q H, Fan G Q, Xie Z Q, Huang X, Zhang T S, Chen Z Y, Dong Y S, Ji X G, Liu H R, Wang Z and Liu J G. 2017. Characterization of ozone in the lower troposphere during the 2016 G20 conference in Hangzhou. Scientific Reports, 7(1): 17368
- 56.van Peet J C A, van der A R J, Tuinder O N E, Wolfram E, Salvador J, Levelt P F and Kelder H M. 2014. Ozone ProfilE Retrieval Algorithm (OPERA) for nadir-looking satellite instruments in the UV-VIS. Atmospheric Measurement Techniques, 7(3): 859-876
- 57.Wallington T J, Seinfeld J H and Barker J R. 2019. 100 years of progress in gas-phase atmospheric chemistry research. Zhang D Y, Tian X Y, trans. Advances in Meteorological Science and Technology, 9(S1): 144-158
- 58.Wang P, Wang M, Feng X Z, Zhao M X and Du X L. 2020. The implementation of stratospheric ozone intrusion exceptional event in the United States and its implication for ozone control in China. Environment and Sustainable Development, 45(3): 149-154
- 59.Wang Q, Huang F X and Xia X Q. 2019. Reversal trends of atmospheric temperature in spring over the Tibetan Plateau after 2008 and possible links with total ozone trends. Climate Change Research, 15(4): 385-394
- 60.Wang Y N. 2018. Remote Sensing Estimation Model of Tropospheric Ozone over China. Beijing: University of Chinese Academy of Sciences (Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences)
- 61.Wang Y P, Li X Y, Chen L F, Zhang Y, Zou M M, Zhang H and Zhu S Y. 2016. Overview of infrared limb sounding. Journal of Remote Sensing, 20(4): 513-527
- 62.Wang Y P, Tao J H, Yu C, Cheng L X, Gu J B, Fan M, Zhang Y, Husi L T and Chen L F. 2020. Overview of formaldehyde and glyoxal monitoring and application based on satellite remote sensing. Ecology and Environmental Monitoring of Three Gorges, 5(3): 43-52
- 63.Wang Z J, Chen S B, Yang C Y and Jin L H. 2011. A method for retrieving vertical ozone profiles from limb scattered measurements. Acta Meteorologica Sinica, 25(5): 659-668
- 64.Wargan K, Pawson S, Coy L and Conaty A. 2020. Ozone data from ultraviolet satellite measurements in GEOS products. GMAO Research Brief
- 65.Worden H M, Logan J A, Worden J R, et al. Comparisons of Tropospheric Emission Spectrometer (TES) ozone profiles to ozonesondes: Methods and initial results. Journal of Geophysical Research, J. Geophys. Res, 112, D03309, 2007,
- 66.Xia C Z, Liu C, Cai Z N, Duan X N, Hu Q H, Zhao F, Liu H R, Ji X H, Zhang C X and Liu Y. 2021b. Improved anthropogenic SO2 retrieval from high-spatial-resolution satellite and its application during the COVID-19 pandemic. Environmental Science and Technology, 55(17): 11538-11548
- 67.Xia C Z, Liu C, Cai Z N, Duan X N, Zhao F, Liu H R, Ji X G and Liu J G. 2020. Evaluation of the accuracy of the Sentinel-5 Precursor operational SO2 products over China. Chinese Science Bulletin, 65(20): 2106-2111
- 68.Xia C Z, Liu C, Cai Z N, Zhao F, Su W J, Zhang C X and Liu Y. 2021a. First sulfur dioxide observations from the environmental trace gases monitoring instrument (EMI) onboard the GeoFen-5 satellite. Science Bulletin, 66(10): 969-973
- 69.Yang J M. 2009. Vertical distribution of stratospheric ozone over China. Atmospheric and Oceanic Science Letters, 2(1): 51-56
- 70.Zawada D J, Rieger L A, Bourassa A E and Degenstein D A. 2018. Tomographic retrievals of ozone with the OMPS Limb Profiler: algorithm description and preliminary results. Atmospheric Measurement Techniques, 11(4): 2375-2393
- 71.Zhang C X, Liu C, Chan K L, Hu Q H, Liu H R, Li B, Xing C Z, Tan W, Zhou H J, Si F Q and Liu J G. 2020. First observation of tropospheric nitrogen dioxide from the Environmental Trace Gases Monitoring Instrument onboard the GaoFen-5 satellite. Light: Science and Applications, 9(1): 66
- 72.Zhang C X, Liu C, Hu Q H, Cai Z N, Su W J, Xia C Z, Zhu Y Z, Wang S W and Liu J G. 2019. Satellite UV-Vis spectroscopy: implications for air quality trends and their driving forces in China during 2005-2017. Light: Science and Applications, 8(1): 100
- 73.Zhang C X, Liu C, Wang Y, Si F Q, Zhou H J, Zhao M J, Su W J, Zhang W Q, Chan K L, Liu X, Xie P H, Liu J G and Wagner T. 2018. Preflight Evaluation of the performance of the Chinese environmental trace gas monitoring instrument (EMI) by spectral analyses of nitrogen dioxide. IEEE Transactions on Geoscience and Remote Sensing, 56(6): 3323-3332
- 74.Zhang L, Ding M H, Bian L G and Li J. 2020. Validation of AIRS temperature and ozone profiles over Antarctica. Chinese Journal of Geophysics, 63(4): 1318-1331
- 75.Zhang Y, Gao Y, Zhu S Y and Zhang G X. 2014. Variation of total ozone over China for 30 years analyzed by multi-source satellite remote sensing data. Journal of Geo-Information Science, 16(6): 971-978
- 76.Zhang Y, Wang W H and Zhang X Y. 2015. Distribution and variation of atmospheric total column ozone based on satellite remote sensing data. Science and Technology Review, 33(17): 23-29
- 77.Zhao F, Liu C, Cai Z N, Liu X, Bak J, Kim J, Hu Q H, Xia C Z, Zhang C X, Sun Y W, Wang W and Liu J G. 2021. Ozone profile retrievals from TROPOMI: implication for the variation of tropospheric ozone during the outbreak of COVID-19 in China. Science of the Total Environment, 764: 142886
- 78.Zhao F Q, Wang W H, Deng X B, Yang Y and Peng Y J. 2017. Relationship between absorbing aerosol index and total column ozone. Journal of Remote Sensing, 21(4): 500-508
- 79.Zheng X D, Tian H M and Liu M Q. 2017. Residual ozone and ozonesonde correction factor over different sites of China. Chinese Journal of Space Science, 37(5): 564-573
- 80.Zoogman P, Jacob D J, Chance K, Worden H M, Edwards D P and Zhang L. 2014. Improved monitoring of surface ozone by joint assimilation of geostationary satellite observations of ozone and CO. Atmospheric Environment, 84: 254-261
- 81.Zoogman P, Jacob D J, Chance K, Zhang L, Le Sager P, Fiore A M, Eldering A, Liu X, Natraj V and Kulawik S S. 2011. Ozone air quality measurement requirements for a geostationary satellite mission. Atmospheric Environment, 45(39): 7143-7150


