Abstract—
A broadband model is developed for simulating the shortwave solar radiation transfer in the Earth’s atmosphere for spectral channels of Sentinel-2A satellite radiometers. This model is based on line-by-line calculations of absorption spectra with the use of modern spectroscopic information and following parameterization of the radiation transmission functions in the form of short exponential series, which allows one to apply the standard discrete-ordinate method to solution of the radiative transfer equation for each exponential component. The errors in the spectral reflectance of the surface due to uncertainties of aerosol extinction in Sentinel-2A channels are estimated for typical optical-meteorological conditions of the Lower Volga region.
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REFERENCES
P. V. Voronina and E. A. Mamash, “Classification of thematic monitoring for agriculture problems using remote sensing MODIS data,” Vychisl. Tekhnol. 19 (3), 76–102 (2014).
E. F. Vermote and A. Vermeulen, Atmospheric correction algorithm: Spectral reflectances (MOD09). Algorithm theoretical background document, Version 4.0. 1999. http://modis.gsfc.nasa.gov/atbd/atbd_nod08.pdf. Cited January 26, 2021.
Yu. M. Timofeev and A. V. Vasil’ev, Theoretical Grounds for Atmospheric Optics (Nauka, St. Petersburg, 2003) [in Russian].
M. V. Tarasenkov, A. V. Zimovaya, V. V. Belov, and M. V. Engel, “Retrieval of reflection coefficients of the Earth’s surface from MODIS satellite measurements considering radiation polarization,” Atmos. Ocean. Opt. 33 (2), 179–187 (2020).
Y. Li, J. Chen, Q. Ma, H. K. Zhang, and J. Liu, “Evaluation of Sentinel-2A surface reflectance derived using Sen2Cor in North America,” IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 11 (6), 1997–2021 (2018).
S. Tiwari and A. K. Singh, “Variability of aerosol parameters derived from ground and satellite measurements over Varanasi located in the Indo-Gangetic basin,” Aerosol Air Qual. Res. 13, 627–638 (2013).
I. N. Plakhin, N. V. Pankratova, and E. L. Malakhotkina, “Comparison of ground and satellite monitoring of aerosol optical thickness of the atmosphere in Russia,” Sovremennye Problemy Distantsionnogo Zondirovaniya Zemli Kosmosa 15 (2), 225–234 (2018).
I. E. Gordon, L. S. Rothman, C. Hill, R. V. Kochanov, Y. Tana, P. F. Bernath, M. Birk, V. Boudon, A. Campargue, K. V. Chance, B. J. Drouin, J.-M. Flaud, R. R. Gamache, J. T. Hodges, D. Jacquemart, V. I. Perevalov, A. Perrin, K. P. Shine, M.-A. H. Smith, J. Tennyson, G. C. Toon, H. Tran, V. G. Tyuterev, A. Barbe, A. G. Csaszar, V. M. Devi, T. Furtenbacher, J. J. Harrison, J.-M. Hartmann, A. Jolly, T. J. Johnson, T. Karman, I. Kleiner, A. A. Kyuberis, J. Loos, O. M. Lyulin, S. T. Massie, S. N. Mikhailenko, N. Moazzen-Ahmadi, H. S. P. Muller, O. V. Naumenko, A. V. Nikitin, O. L. Polyansky, M. Rey, M. Rotger, S. W. Sharpe, K. Sung, E. Starikova, S. A. Tashkun, AuweraJ. Vander, G. Wagner, J. Wilzewski, P. Wcislo, S. Yu, and E. J. Zak, “The HITRAN2016 molecular spectroscopic database,” J. Quant. Spectrosc. Radiat. Transfer 203, 3–69 (2017).
K. Stamnes, S. C. Tsay, W. Wiscombe, and K. Jayaweera, “Numerically stable algorithm for discrete-ordinate-method radiative transfer in multiple scattering and emitting layered media,” Appl. Opt. 27 (12), 2502–2509 (1988).
ftp://climate.gsfc.nasa.gov/pub/wiscombe/Multiple_ Scatt/. Cited January 26, 2021.
http://kurucz.harvard.edu/sun/irradiance2008. Cited January 26, 2021.
K. M. Firsov, T. Yu. Chesnokova, E. M. Kozodoeva, and A. Z. Fazliev, “Atmospheric radiation distributed information-computational system,” Atmos. Ocean. Opt. 23 (5), 411–417 (2010).
K. M. Firsov, A. A. Razmolov, and I. I. Klitochenko, “Radiation model for spectral channels of radiometers mounted onboard Sentinel-2A and Landsat-8 satellites,” Proc. of the V Intern. Conf. and School for Young Scientists “Information Technologies and Nanotechnologies”, Samara, May 21–24, 2019 (Samara, 2019), pp. 413–419 [in Russian].
C. Emde, R. Buras-Schnell, A. Kylling, B. Mayer, J. Gasteiger, U. Hamann, J. Kylling, B. Richter, C. Pause, T. Dowling, and L. Bugliar, “The LibRadtran software package for radiative transfer calculations (Version 2.0.1),” Geosci. Model Dev. 9, 1647–1672 (2016).
S. A. Buehler, V. O. John, A. Kottayi, M. Milz, and P. Eriksson, “Efficient Radiative transfer simulations for a broadband infrared radiometer—combining a weighted mean of representative frequencies approach with frequency selection by simulated annealing,” J. Quant. Spectrosc. Radiat. Transfer 111, 602–615 (2010).
S. V. Afonin, A. D. Bykov, Yu. V. Gridnev, V. V. Zuev, M. Yu. Kataev, V. S. Komarov, A. A. Mitsel’, O. V. Naumenko, K. M, Firsov, T. Yu. Chesnokova, and A. A. Chursin, “Sensing of the atmosphere with the HIRS/2 satellite IR-radiometer,” Atmos. Ocean. Opt. 11 (10), 914–922 (1998).
www.noaa.gov. Cited January 26, 2021.
G. P. Anderson, S. A. Clough, F. X. Kneizys, J. H. Chetwynd, and E. P. Shettle, “AFGL atmospheric constituent profiles (0–120 km),” Environ. Res. Paper, No. 95, 43.
K. M. Firsov and E. V. Bobrov, “Retrieval of the aerosol optical depth from ground-based SPM sun photometer measurements,” Vestn. VolGU. Ser. Mat. Fiz., No. 2, 57–64 (2014).
Study of Radiative Parameters of Aerosol in Russian Asia, Ed. by S.M. Sakerin (Publishing House of IAO SB RAS, Tomsk, 2012) [in Russian].
S. M. Sakerin, D. M. Kabanov, A. V. Smirnov, and B. N. Holben, “Aerosol optical depth of the atmosphere over ocean in the wavelength range 0.37–4 μm,” Int. J. Remote Sens. 29 (9), 2519–2547 (2008). https://doi.org/10.1080/01431160701767492
Q. Fu, P. Yang, and W. Sun, “An accurate parameterization of the infrared radiative properties of cirrus clouds for climate models,” J. Clim. 11, 2223–2237 (1998).
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The work was supported by the Russian Ministry of Science and Higher Education (V.E. Zuev Institute of Atmospheric Optics, Siberian Branch, Russian Academy of Sciences).
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Translated by O. Ponomareva
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Firsov, K.M., Chesnokova, T.Y. & Razmolov, A.A. The Influence of Aerosol and Clouds on Underlying Surface Parameters Measured by Sentinel-2A in the Lower Volga Region. Atmos Ocean Opt 34, 335–340 (2021). https://doi.org/10.1134/S1024856021040072
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DOI: https://doi.org/10.1134/S1024856021040072