Skip to main content
SpringerLink
Log in

Statistical Approach to the Synergy of Data from Caliop and Ground-Based Radiometric Stations for Studying Altitude Profiles of Aerosol Parameters

  • Published:
Journal of Applied Spectroscopy Aims and scope

Statistical characteristics of data from coordinated lidar and radiometric sounding of the atmosphere carried out by ground-based solar radiometers and satellite lidar CALIOP were used as an input dataset for retrieving the altitude profiles of aerosol parameters. The signal-to-noise ratio of input satellite lidar signals increased when averaged over a general ensemble of experimental data. An algorithm and software package were developed for collecting and statistical processing of combined lidar and radiometric sounding datasets and calculating average aerosol optical parameters of an atmosphere model. Altitude profiles of average concentrations of aerosol fractions in the region of Belarus were calculated based on results of radiometric measurements at the Minsk site of the AERONET/PHOTONS network and lidar sounding data from CALIOP collected during the observation period from 2015 to 2019. A statistical approach to the synergy of satellite lidar and ground-based radiometric sensing data was effective for studying the long-term and large-scale aerosol changes in regions with low and medium contents of aerosol matter in the atmosphere.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. A. Chaikovsky, O. Dubovik, B. Holben, and A. Bril, Proc. SPIE Int. Soc. Opt. Eng., 4678, 257–268 (2002).

    ADS  Google Scholar 

  2. EARLINET: The European Aerosol Research Lidar Network; https://www.earlinet.org (accessed Aug. 11, 2023).

  3. AERONET: The Aerosol Robotic Network; https://aeronet.gsfc.nasa.gov (accessed Aug. 11, 2023).

  4. V. F. Turchin, V. P. Kozlov, and M. S. Malkevich, Sov. Phys. — Usp., 13, 681–703 (1971).

  5. A. N. Tikhonov and V. Ya. Arsenin, Solutions of Ill-Posed Problems [in Russian], 2nd edn., Nauka, Moscow (1979).

    Google Scholar 

  6. A. Chaikovsky, A. Bril, V. Barun, O. Dubovik, B. Holben, A. Thompson, P. Goloub, and P. Sobolewski, in: Papers of the 22nd Int. Laser Radar Conf. (ILRC 2004), July 12–16, 2004, Matera, Italy (2004), pp. 345–348.

  7. A. Chaikovsky, A. Bril, O. Dubovik, B. Holben, A. Thompson, P. Goloub, N. O'Neill, P. Sobolewski, J. Bosenberg, Ansmann, U. Wandinger, and I. Mattis, Opt. Pura Apl., 37, 3241–3246 (2004).

  8. A. Chaikovsky, O. Dubovik, B. Holben, A. Bril, P. Goloub, D. Tanre, G. Pappalardo, U. Wandinger, L. Chaikovskaya, S. Denisov, J. Grudo, A. Lopatin, Y. Karol, T. Lapyonok, V. Amiridis, A. Ansmann, A. Apituley, L. Allados-Arboledas, I. Binietoglou, A. Boselli, G. D'Amico, V. Freudenthaler, D. Giles, M. J. Granados-Munoz, P. Kokkalis, D. Nicolae, S. Oshchepkov, A. Papayannis, M. R. Perrone, A. Pietruczuk, F. Rocadenbosch, M. Sicard, I. Slutsker, C. Talianu, F. De Tomasi, A. Tsekeri, J. Wagner, and X. Wang, Atmos. Meas. Tech., 9, 1181–1205 (2016).

    Article  Google Scholar 

  9. U. Wandinger, V. Freudenthaler, H. Baars, A. Amodeo, R. Engelmann, I. Mattis, S. Gross, G. Pappalardo, A. Giunta, G. D′Amico, A. Chaikovsky, F. Osipenko, A. Slesar, D. Nicolae, L. Belegante, C. Talianu, I. Serikov, H. Linne, F. Jansen, A. Apituley, K. M. Wilson, M. de Graaf, T. Trickl, H. Giehl, M. Adam, A. Comeron, C. Munoz-Porcar, F. Rocadenbosch, M. Sicard, S. Tomas, D. Lange, D. Kumar, M. Pujadas, F. Molero, A. J. Fernandez, L. Alados-Arboledas, J. A. Bravo-Aranda, F. Navas-Guzman, J. L. Guerrero-Rascado, M. J. Granados-Munoz, J. Preissler, F. Wagner, M. Gausa, I. Grigorov, D. Stoyanov, M. Iarlori, V. Rizi, N. Spinelli, A. Boselli, X. Wang, T. L. Feudo, M. R. Perrone, F. De Tomasi, and P. Burlizzi, Atmos. Meas. Tech., 9, 1001–1023 (2016); doi: https://doi.org/10.5194/amt-9-1001-2016.

  10. V. Freudenthaler, H. Linne, A. Chaikovski, D. Rabus, and S. Gross, Atmos. Meas. Tech. (2018); doi: https://doi.org/10.5194/amt-2017-395.

  11. J. Cuesta, P. H. Flamant, and C. Flamant, Appl. Opt., 47, 4598–4611 (2008); doi: https://doi.org/10.1364/AO.47.004598.

    Article  ADS  Google Scholar 

  12. M. Tesche, A. Ansmann, D. Muller, D. Althausen, R. Engelmann, V. Freudenthaler, and S. Gross, J. Geophys. Res.: Atmos., 114, D13202, 1–14 (2009); doi: https://doi.org/10.1029/2009JD011862.

  13. A. Ansmann, P. Seifert, M. Tesche, and U. Wandinger, Atmos. Chem. Phys., 12, 9399–9415 (2012); doi: https://doi.org/10.5194/acp-12-9399-2012.

    Article  ADS  Google Scholar 

  14. A. Chaikovsky, O. Dubovik, P. Goloub, D. Tanre, G. Pappalardo, U. Wandinger, L. Chaikovskaya, S. Denisov, J. Grudo, A. Lopatin, Y. Karol, T. Lapyonok, M. Korol, F. Osipenko, F. Rocadenbosch, and M. Sicard, in: Papers of the 26th Int. Laser Radar Conf., June 25–29, 2012, Porto Heli, Greece (2012), pp. 399–402; http://hdl.handle.net/2117/86295.

  15. A. Lopatin, O. Dubovik, A. Chaikovsky, P. Goloub, T. Lapyonok, D. Tanre, and P. Litvinov, Atmos. Meas. Tech., 6, 2065–2088 (2013); doi: https://doi.org/10.5194/amtd-6-2065-2013.

    Article  Google Scholar 

  16. O. Dubovik, T. Lapyonok, P. Litvinov, M. Herman, D. Fuertes, F. Ducos, B. Torres, Y. Derimian, X. Huang, Lopatin, A. Chaikovsky, M. Aspetsberger, and C. Federspiel, SPIE: Newsroom, Published Online (2014); doi: https://doi.org/10.1117/2.1201408.005558.

  17. R. Kudo, T. Nishizawa, and T. Aoyagi, Atmos. Meas. Tech., 9, 3223–3243 (2016).

    Article  Google Scholar 

  18. CALIPSO: The Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observation (CALIPSO); https://www-calipso.larc.nasa.gov/.

  19. A. Chaikovsky, L. Chaikovskaya, N. Denishchik-Nelubina, A. Fedarenka, and F. Oshchepkov, EPJ Web Conf., 176, 1–4 (2018); doi: https://doi.org/10.1051/epjconf/201817608007.

  20. A. P. Chaikovsky, A. I. Bril, A. S. Fedarenka, V. A. Peshcharankou, S. V. Denisov, V. P. Dick, F. P. Asipenka, N. S. Miatselskaya, Yu. S. Balin, G. P. Kokhanenko, I. E. Penner, S. V. Samoilova, M. G. Klemasheva, S. V. Nasonov, G. S. Zhamsueva, A. S. Zayakhanov, V. V. Tsydypov, A. Batbold, D. Azzaya, E. Enkhbat, D. Oyunchimeg, Nguyen Xuan Anh, Pham Xuan Thanh, Nguyen Van Hiep, and B. Chen, J. Appl. Spectrosc., 86, 1092–1099 (2019).

  21. A. Chaikovsky, A. Bril, O. Dubovik, A. Fedarenka, P. Goloub, Q. Hu, A. Lopatin, T. Lapyonok, N. Miatselskaya, B. Torres, D. Fuertes, V. Peshcharankou, T. Podvin, I. Popovici, D. Liu, Z. Li, O. Soupiona, M. Mylonaki, L. Mona, A. Giunta, N. Papagiannopoulos, A. Boselli, M. R. Perrone, S. Romano, D. Balis, N. Siomos, K. A. Voudouri, L. Belegante, D. Nicolae, D. Ene, N. Ajtai, H. Stefanie, V. Amiridis, A. Tsekeri, D. Bortoli, M. J. Costa, I. Mattis, F. Rocadenbosch, A. Rodriguez-Gomez, M. Sicard, A. J. Fernandez, F. Molero, D. Althausen, H. Baars, J. Rascado, P. Ortiz-Amezcua, J. Benavent Oltra, A. Velasquez, R. Roman, L. Alados-Arboledas, Y. Balin, G. Kokhanenko, I. Penner, B. Chen, G. Milinevsky, N. Sugimoto, A. Shimizu, T. Nishizawa, R. Kudo, I. Sano, T. J. Yasunari, H. Irie, T. Takemura, S.W. Kim, Nguyen Xuan Anh, Pham Xuan Thanh, A. Pietruczuk, I. Stachlewska, A. Sannino, and X. Wang, EPJ Web Conf., 237, 1–4 (2020); doi: https://doi.org/10.1051/epjconf/202023702035.

  22. SONET: The Sun-Sky Radiometer Observation NETWORK; http://www.sonet.ac.cn/en/index.php.

  23. O. Dubovik and M. King, J. Geophys. Res., 105, D16, 20673–20696 (2000).

    Article  ADS  Google Scholar 

  24. O. Dubovik, in: Photopolarimetry in Remote Sensing, G. Videen, Y. Yatskiv, and M. Mishchenko (Eds.), Kluwer Academic Publishers, Dordrecht, The Netherlands (2004), pp. 65–106.

  25. A. Tarantola, Inverse Problem Theory: Methods for Data Fitting and Model Parameter Estimation, Elsevier, Amsterdam (1987).

    Google Scholar 

  26. O. Dubovik, A. Smirnov, B. N. Holben, M. D. King, Y. Kaufman, T. F. Eck, and I. Slutsker, J. Geophys. Res., 105, 9791–9800 (2000).

    Article  ADS  Google Scholar 

  27. O. Dubovik, B. N. Holben, T. Lapyonok, A. Sinyuk, M. Mishchenko, P. Yang, and I. Slutsker, Geophys. Res. Lett., 29, 1415 (2002); doi: https://doi.org/10.1029/2001GL014506.

    Article  ADS  Google Scholar 

  28. O. Dubovik, A. Sinyuk, T. Lapyonok, B. N. Holben, M. Mishchenko, P. Yang, T. F. Eck, H. Volten, O. Munoz, B. Veihelmann, W. J. van der Zande, J.-F. Leon, M. Sorokin, I. O. Dubovik, A. Sinyuk, T. Lapyonok, B. N. Holben, M. Mishchenko, P. Yang, T. F. Eck, H. Volten, O. Munoz, B. Veihelmann, W. J. van der Zande, J.-F. Leon, M. Sorokin, and I. Slutsker, J. Geophys. Res.: Atoms., 111, D11208 (2006); doi: https://doi.org/10.1029/2005JD006619.

    Article  ADS  Google Scholar 

  29. A. Sinyuk, B. N. Holben, T. F. Eck, D. M. Giles, I. Slutsker, S. Korkin, J. S. Schafer, A. Smirnov, M. Sorokin, and Lyapustin, Atmos. Meas. Tech., 13, 3375–3411 (2020); doi: https://doi.org/10.5194/amt-13-3375-2020.

  30. OPeNDAP: Advanced Software for Remote Data Retrieval; https://www.earlinet.org (accessed Aug. 11, 2023).

Download references

Author information

Authors and Affiliations

  1. B. I. Stepanov Institute of Physics, National Academy of Sciences of Belarus, Minsk, Belarus

    A. P. Chaikovsky, A. I. Bril, V. A. Peshcherenkov, N. S. Miatselskaya, A. V. Malinka, F. P. Asipenka & M. M. Korol

  2. Universite de Lille, Lille, France

    P. Goloub, T. Podvin, L. Blarel, G. Dubois & A. Lapionak

  3. Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China

    Z. Li & Y. Zhang

Authors
  1. A. P. Chaikovsky
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. A. I. Bril
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. V. A. Peshcherenkov
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. N. S. Miatselskaya
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. A. V. Malinka
    View author publications

    You can also search for this author in PubMed Google Scholar

  6. F. P. Asipenka
    View author publications

    You can also search for this author in PubMed Google Scholar

  7. M. M. Korol
    View author publications

    You can also search for this author in PubMed Google Scholar

  8. P. Goloub
    View author publications

    You can also search for this author in PubMed Google Scholar

  9. T. Podvin
    View author publications

    You can also search for this author in PubMed Google Scholar

  10. L. Blarel
    View author publications

    You can also search for this author in PubMed Google Scholar

  11. G. Dubois
    View author publications

    You can also search for this author in PubMed Google Scholar

  12. A. Lapionak
    View author publications

    You can also search for this author in PubMed Google Scholar

  13. Z. Li
    View author publications

    You can also search for this author in PubMed Google Scholar

  14. Y. Zhang
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to A. P. Chaikovsky.

Additional information

Translated from Zhurnal Prikladnoi Spektroskopii, Vol. 91, No. 2, pp. 291–301, March–April, 2024.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chaikovsky, A.P., Bril, A.I., Peshcherenkov, V.A. et al. Statistical Approach to the Synergy of Data from Caliop and Ground-Based Radiometric Stations for Studying Altitude Profiles of Aerosol Parameters. J Appl Spectrosc 91, 367–377 (2024). https://doi.org/10.1007/s10812-024-01729-5

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10812-024-01729-5

Keywords

Search

Navigation