• Journal of Atmospheric and Environmental Optics
  • Vol. 17, Issue 6, 630 (2022)
Jian XU1、*, Lanlan RAO2, Adrian DOICU2, Letu HUSI3, and Kai QIN4
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • 4[in Chinese]
  • show less
    DOI: 10.3969/j.issn.1673-6141.2022.06.004 Cite this Article
    XU Jian, RAO Lanlan, DOICU Adrian, HUSI Letu, QIN Kai. An optimized retrieval algorithm of aerosol layer height from hyperspectral satellites using O 2 -A band[J]. Journal of Atmospheric and Environmental Optics, 2022, 17(6): 630 Copy Citation Text show less
    References

    [1] Holben B, Vermote E, Kaufman Y J, et al . Aerosol retrieval over land from AVHRR data-application for atmospheric correction [J]. IEEE Transactions on Geoscience and Remote Sensing , 1992, 30(2): 212-222.

    [2] Levy R C, Mattoo S, Munchak L A, et al . The Collection 6 MODIS aerosol products over land and ocean [J]. Atmospheric Measurement Techniques , 2013, 6(11): 2989-3034.

    [3] Jackson J M, Liu H Q, Laszlo I, et al . Suomi-NPP VIIRS aerosol algorithms and data products [J]. Journal of Geophysical Research: Atmospheres , 2013, 118(22): 12673-12689.

    [4] Wang Z T, Li Q, Wang Q, et al . HJ-1 terrestrial aerosol data retrieval using deep blue algorithm [J]. Journal of Remote Sensing , 2012, 16(3): 596-610.

    [5] Kikuchi M, Murakami H, Suzuki K, et al . Improved hourly estimates of aerosol optical thickness using spatiotemporal variability derived from Himawari-8 geostationary satellite [J]. IEEE Transactions on Geoscience and Remote Sensing , 2018, 56(6): 3442-3455.

    [6] Nelson D, Garay M, Kahn R, et al . Stereoscopic height and wind retrievals for aerosol plumes with the MISR INteractive eXplorer (MINX) [J]. Remote Sensing , 2013, 5(9): 4593-4628.

    [7] Dubovik O, Herman M, Holdak A, et al . Statistically optimized inversion algorithm for enhanced retrieval of aerosol properties from spectral multi-angle polarimetric satellite observations [J]. Atmospheric Measurement Techniques , 2011, 4(5): 975-1018.

    [8] Gu H R, Li Z Q, Hou W Z, et al . Information analysis of passive remote sensing imaging retrieval of aerosol layer height based on spaceborne polarization crossfire [J]. Acta Optica Sinica , 2023, 43(6): 0601003.

    [9] Chimot J, Veefkind J P, Vlemmix T, et al . Spatial distribution analysis of the OMI aerosol layer height: A pixel-by-pixel comparison to CALIOP observations [J]. Atmospheric Measurement Techniques , 2018, 11(4): 2257-2277.

    [10] Nanda S, de Graaf M, Veefkind J P, et al . A first comparison of TROPOMI aerosol layer height (ALH) to CALIOP data [J]. Atmospheric Measurement Techniques , 2020, 13(6): 3043-3059.

    [11] Badaev V V, Malkevich M S. On the possibility of determining the vertical profiles of aerosol attenuation using satellite measurements of reflected radiation in the 0.76 micron oxygen band [J]. Akademiia Nauk SSSR Fizika Atmosfery i Okeana , 1979, 14: 1022-1030.

    [12] Gabella M, Guzzi R, Kisselev V, et al . Retrieval of aerosol profile variations in the visible and near infrared: Theory and application of the single-scattering approach [J]. Applied Optics , 1997, 36(6): 1328-1336.

    [13] Gabella M, Kisselev V, Perona G. Retrieval of aerosol profile variations from reflected radiation in the oxygen absorption A band [J]. Applied Optics , 1999, 38(15): 3190-3195.

    [14] Corradini S, Cervino M. Aerosol extinction coefficient profile retrieval in the oxygen A-band considering multiple scattering atmosphere. Test case: SCIAMACHY nadir simulated measurements [J]. Journal of Quantitative Spectroscopy and Radiative Transfer , 2006, 97(3): 354-380.

    [15] Zhang Y, Duan M Z, Lv D R. Retrieving aerosol extinction profile with high spectral resolution radiance in oxygen A-band and simulation research [J]. Remote Sensing Technology and Application , 2012, 27(2): 208-219.

    [16] Geddes A, Bsch H. Tropospheric aerosol profile information from high-resolution oxygen A-band measurements from space [J]. Atmospheric Measurement Techniques , 2015, 8(2): 859-874.

    [17] Xu X G, Wang J, Wang Y, et al . Passive remote sensing of altitude and optical depth of dust plumes using the oxygen A and B bands: First results from EPIC/DSCOVR at Lagrange-1 point [J]. Geophysical Research Letters , 2017, 44(14): 7544-7554.

    [18] Xu X G, Wang J, Wang Y, et al . Detecting layer height of smoke aerosols over vegetated land and water surfaces via oxygen absorption bands: hourly results from EPIC/DSCOVR in deep space [J]. Atmospheric Measurement Techniques , 2019, 12(6): 3269-3288.

    [19] Nanda S, Veefkind J P, de Graaf M, et al . A weighted least squares approach to retrieve aerosol layer height over bright surfaces applied to GOME-2 measurements of the oxygen A band for forest fire cases over Europe [J]. Atmospheric MeasurementTechniques , 2018, 11(6): 3263-3280.

    [20] Chen X, Wang J, Xu X G, et al . First retrieval of absorbing aerosol height over dark target using TROPOMI oxygen B band: Algorithm development and application for surface particulate matter estimates [J]. Remote Sensing of Environment , 2021, 265: 112674.

    [21] Povey A C, Grainger R G. Known and unknown unknowns: uncertainty estimation in satellite remote sensing [J]. Atmospheric Measurement Techniques , 2015, 8(11): 4699-4718.

    [22] Levy R C, Remer L A, Dubovik O. Global aerosol optical properties and application to moderate resolution imaging spectroradiometer aerosol retrieval over land [J]. Journal of Geophysical Research: Atmospheres , 2007, 112: D13210.

    [23] Torres O, Tanskanen A, Veihelmann B, et al . Aerosols and surface UV products from ozone monitoring instrument observations: An overview [J]. Journal of Geophysical Research: Atmospheres , 2007, 112: D24S47.

    [24] Hess M, Koepke P, Schult I. Optical properties of aerosols and clouds: the software package OPAC [J]. Bulletin of the American Meteorological Society , 1998, 79(5): 831-844.

    [25] Hoeting J A, Madigan D, Raftery A E, et al . Bayesian model averaging: A tutorial (with discussions) [J]. Statistical Science , 1999, 14: 382-417.

    [26] Kauppi A, Kolmonen P, Laine M, et al . Aerosol-type retrieval and uncertainty quantification from OMI data [J]. Atmospheric Measurement Techniques , 2017, 10(11): 4079-4098.

    [27] Sasi S, Natraj V, Molina García V, et al . Model selection in atmospheric remote sensing with application to aerosol retrieval from DSCOVR/EPIC. Part 2: Numerical analysis [J]. Remote Sensing , 2020, 12(21): 3656.

    [28] Tilstra L G, Tuinder O N E, Wang P, et al . Surface reflectivity climatologies from UV to NIR determined from Earth observations by GOME-2 and SCIAMACHY [J]. Journal of Geophysical Research: Atmospheres , 2017, 122(7): 4084-4111.

    [29] Rao L L, Xu J, Efremenko D S, et al . Optimization of aerosol model selection for TROPOMI/S5P [J]. Remote Sensing , 2021, 13(13): 2489.

    [30] Doicu A, Trautmann T. Discrete-ordinate method with matrix exponential for a pseudo-spherical atmosphere: Vector case [J]. Journal of Quantitative Spectroscopy and Radiative Transfer , 2009, 110(1/2): 159-172.

    [31] Molina García V, Sasi S, Efremenko D S, et al . Radiative transfer models for retrieval of cloud parameters from EPIC/DSCOVR measurements [J]. Journal of Quantitative Spectroscopy and Radiative Transfer , 2018, 213: 228-240.

    [32] Hou W Z, Wang J, Xu X G, et al . An algorithm for hyperspectral remote sensing of aerosols: 3. Application to the GEO-TASO data in KORUS-AQ field campaign [J]. Journal of Quantitative Spectroscopy and Radiative Transfer , 2020, 253: 107161.

    [33] Xu J, Schreier F, Doicu A, et al . Assessment of Tikhonov-type regularization methods for solving atmospheric inverse problems [J]. Journal of Quantitative Spectroscopy and Radiative Transfer , 2016, 184: 274-286.

    [34] Xu J, Rao L L, Schreier F, et al . Insight into construction of Tikhonov-type regularization for atmospheric retrievals [J]. Atmosphere , 2020, 11(10): 1052.

    [35] Rao L L, Xu J, Efremenko D S, et al . Hyperspectral satellite remote sensing of aerosol parameters: Sensitivity analysis and application to TROPOMI/S5P [J]. Frontiers in Environmental Science , 2022, 9: 770662.

    [36] Loyola D G, Xu J, Heue K P, et al . Applying FP_ILM to the retrieval of geometry-dependent effective Lambertian equivalent reflectivity (GE_LER) daily maps from UVN satellite measurements [J]. Atmospheric Measurement Techniques , 2020, 13(2): 985-999.

    XU Jian, RAO Lanlan, DOICU Adrian, HUSI Letu, QIN Kai. An optimized retrieval algorithm of aerosol layer height from hyperspectral satellites using O 2 -A band[J]. Journal of Atmospheric and Environmental Optics, 2022, 17(6): 630
    Download Citation