J. Kukkonen, T. Olsson, D. M. Schultz, A. Baklanov, T. Klein, A. I. Miranda, A. Monteiro, M. Hirtl, V. Tarvainen, M. Boy, V.-H. Peuch, A. Poupkou, I. Kioutsioukis, S. Finardi, M. Sofiev, R. Sokhi, K. E. J. Lehtinen, K. Karatzas, JoseR. San, M. Astitha, G. Kallos, M. Schaap, E. Reimer, H. Jakobs, and K. Eben, “A review of operational, regional-scale, chemical weather forecasting models in Europe,” Atmos. Chem. Phys. 12 (1), 1–87 (2012). https://doi.org/10.5194/acp-12-1-2012

Article  ADS  Google Scholar 

M. I. Nakhaev, E. V. Berezin, I. Yu. Shalygina, I. N. Kuznetsova, I. B. Konovalov, and D. V. Blinov, “Prediction of pollutant concentrations in the atmosphere based on CHIMERE chemical transport model and COSMO-Ru7 model,” Trudy Gidrometeorol. Nauchno-Issled. Tsentra Rossii, No. 357, 146–164 (2015).

Google Scholar 

I. N. Kuznetsova, I. Yu. Shalygina, M. I. Nakhaev, Yu. V. Tkacheva, G. S. Rivin, A. A. Kirsanov, D. V. Borisov, and E. A. Lezina, “Air quality forecasting system based on chemical transport models,” Gidrometeorolog. Issled. Prognozy, No. 4, 203–218 (2019).

Google Scholar 

W. C. Skamarock, J. B. Klemp, J. Dudhia, D. Gill, D. Barker, M. Duda, X.-Y. Huang, W. Wang, and J. G. Powers, A Description of the Advanced Research WRF Version 3 (NCAR, 2008). https://doi.org/10.5065/D68S4MVH

Book  Google Scholar 

C. He, P. Valayamkunnath, M. Barlage, F. Chen, D. Gochis, R. Cabell, T. Schneider, R. Rasmussen, G.-Y. Niu, Z.-L. Yang, D. Niyogi, and M. Ek, The Community Noah–MP Land Surface Modeling System Technical Description Version 5.0 (NCAR, 2023). https://doi.org/10.5065/ew8g-yr95

Book  Google Scholar 

G. Thompson, P. Field, R. Rasmussen, and W. Hall, “Explicit forecasts of winter precipitation using an improved bulk microphysics scheme. Part II: Implementation of a new snow parameterization,” Mon. Weather. Rev. 136, 5095–5115 (2008). https://doi.org/10.1175/2008MWR2387.1

Article  ADS  Google Scholar 

M. J. Iacono, J. S. Delamere, E. J. Mlawer, M. W. Shephard, S. A. Clough, and W. D. Collins, “Radiative forcing by long-lived greenhouse gases: Calculations with the AER Radiative transfer models,” J. Geophys. Res. 113, D13103 (2008). https://doi.org/10.1029/2008JD009944

Article  ADS  Google Scholar 

S. Park and C. S. Bretherton, “A new moist turbulence parameterization in the community atmosphere model,” J. Clim. 22, 3422–3448 (2009). https://doi.org/10.1175/2008JCLI2556.1

Article  ADS  Google Scholar 

P. A. Jimenez, J. Dudhia, J. F. Gonzalez-Rouco, J. Navarro, J. P. Montavez, and E. Garcia-Bustamante, “A revised scheme for the WRF surface layer formulation,” Mon. Weather. Rev. 140, 898–918 (2012). https://doi.org/10.1175/MWR-D-11-00056.1

Article  ADS  Google Scholar 

G.-Y. Niu, Z.-L. Yang, K. E. Mitchell, F. Chen, M. B. Ek, M. Barlage, A. Kumar, K. Manning, D. Niyogi, E. Rosero, M. Tewari, and Y. Xia, “The community noah land surface model with multiparameterization options (Noah-MP): 1. Model description and evaluation with local-scale measurements,” J. Geophys. Res. 116, D12109 (2011). https://doi.org/10.1029/2010JD015139

Article  ADS  Google Scholar 

Z.-L. Yang, G.-Y. Niu, K. E. Mitchell, F. Chen, M. B. Ek, M. Barlage, L. Longuevergne, K. Manning, D. Niyogi, M. Tewari, and Y. Xia, “The community Noah land surface model with multiparameterization options (Noah-MP): 2. Evaluation over global river basins,” J. Geophys. Res. 116, D12110 (2011). https://doi.org/10.1029/2010JD015140

Article  ADS  Google Scholar 

G. A. Grell and D. Devenyi, “A generalized approach to parameterizing convection combining ensemble and data assimilation techniques,” Geophys. Rev. Lett. 29, 1693 (2002). https://doi.org/10.1029/2002GL015311

Article  ADS  Google Scholar 

M. Wesely, “Parameterization of surface resistances to gaseous dry deposition in regional-scale numerical models,” Atmos. Environ. 23, 1293–1304 (1989).

Article  ADS  Google Scholar 

G. A. Grell, “Prognostic evaluation of assumptions used by cumulus parameterizations,” Mon. Weather. Rev. 121, 764–787 (1993). https://doi.org/10.1175/1520-0493(1993)121<0764:PEOAUB>2.0.CO;2

Article  ADS  Google Scholar 

L.-D. Emberson, D. Simpson, J.-P. Tuovinen, M.-R. Ashmore, and H.-M. Cambridge, Towards a Model of Ozone Deposition and Stomatal Uptake over Europe. EMEP/MSC-W Note (Norwegian Meteorological Institute, 2000).

Google Scholar 

Guidance Document RD 52.27.724–2019 Manual on Short-Range General Weather Forecasts (Tipografiya AMA-PRESS, Moscow, 2019) [in Russian].

www.feerc.ru/baikal/ru/monitoring/air/ask_overall. Cited February 2, 2024.

V. M. Krasnopolsky, The Application of Neural Networks in the Earth System Sciences: Neural Networks Emulations for Complex Multidimensional Mappings (Springer, 2013). https://doi.org/10.1007/978-94-007-6073-8

Book  Google Scholar 

F. L. Bykov, “Statistical correction of the COSMO model weather forecasts based on neural networks,” Russ. Meteorol. Hydrol. 45 (3), 141–152 (2020).

Article  Google Scholar 

I. N. Kuznetsova, M. I. Nakhaev, A. A. Kirsanov, D. V. Borisov, Yu. V. Tkacheva, G. S. Rivin, and E. A. Lezina, “Testing and prospects of air pollution prediction technology based on CHIMERE and COSMO-RU2ART chemical transport models,” Gidrometeorol. Issled. Prognozy, No. 4, 147–170 (2022). https://doi.org/10.37162/2618-9631-2022-4-6-29

Article  Google Scholar