Abstract
Given is a briefdescription ofthe computer technology for forming the initial fields ofsnow water equivalent and snow cover density for atmospheric models. Described are the results of its operation. The technology is based on the daily computations of accumulated water and varying snow density using the proposed one-dimensional multilayer model of snow. The model uses standard measurements at weather stations as input data. The results of computations at the stations are coupled with the background fields from the COSMO-Ru system of hydrodynamic mesoscale modeling and with satellite data on the position of the snow line. Demonstrated is the efficiency of using the proposed algorithms for the COSMO-Ru mesoscale model that, first of all, affects the accuracy of air temperature forecasting in the rather wide (more than 100 km) zone close to the snow line and also makes it possible to obtain the daily advisory estimates of snow water equivalent.
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References
A. N. Bozhinskii, V. F. Perov, E. S. Troshkina, and A. L. Shnyparkov, “Results and Prospects of Studying Snow Avalanches, Mudflows, and Other Natural Hazards,” Vestnik MGU, Ser. 5, No. 2 (2005) [in Russian].
E. V. Kazakova, M. M. Chumakov, and I. A. Rozinkina, “The Algorithm of Fresh Snow Depth Computation Intended for Postprocessing the Atmospheric Modeling Systems (for the COSMO Model),” Trudy Gidromettsentra Rossii, No. 350 (2013) [in Russian].
E. V. Kazakova, M. M. Chumakov, and I. A. Rozinkina, “The System for the Automatic Account of the Snow Water Equivalent Based on Numerical Modeling and Assimilation of the Data of Routine Meteorological Measurements,” Trudy GGO, No. 571 (2014) [in Russian].
L. S. Kuchment, P. Yu. Romanov, A. N. Gel'fan, and V. N. Demidov, “Estimation of Snow Cover Characteristics by the Joint Use of Models and Sateltite Data,” Issledovanie Zemli iz Kosmosa, No. 4 (2009) [in Russian].
Manual on General-purpose Short-range Weather Forecasting. RD 52.27.724-2009 (IG-SOTsIN, Obninsk, 2009) [in Russian].
G. S. Rivin, I. A. Rozinkina, A. N. Bagrov, and D. V. Blinov, “The COSMO-RU7 Mesoscale Model and the Results of Its Operational Tests,” in Informational Digest, No. 39 (2012) [in Russian].
C. Ancey, “Snow Avalanches,” in Geomorphological Fluid Mechanics, Ed. by N. Balmforth and A. Provenzale (Springer Verlag, Berlin, 2001).
P. Bartlett, M. D. MacKay, and D. L. Verseghy, “Modified Snow Algorithms in the Canadian Land Surface Scheme: Model Runs and Sensitivity Analysis at Three Boreal Forest Stands,” Atmosphere-Ocean, Canadian Meteorological and Oceanographic Society, 44 (2006).
A. Cansado and B. Navascues, “Optimum Interpolation Analysis Method for Snow Depth,” HIRLAM Newsletter, No. 43 (2003).
M. De Ruyter de Wildt, G. Seiz, and A. Gruen, “Operational Snow Mapping Using Multitemporal Meteosat SEVIRI Imagery,” Remote Sens. Environ., 109 (2007).
ECMWF. Technical Advisory Committee. 42nd Session. Item 12: Snow Analysis. Reding, 15 September 2010.
E. Kazakova, M. Chumakov, and I. Rozinkina, “Realization of the Parametric Snow Cover Model SMFE for Snow Characteristics Calculation According to Standard Net Meteorological Observations,” COSMO Newsletter, No. 13 (2013).
G. E. Liston and C. A. Hiemstra, “A Simple Data As rimll ation System for Complex Snow Distributions (SnowAssim),” J. Hydrometeorology, 9 (2008).
J. Stockamp et al., “Multi-frequency Analysis of Snow-covered Areas Using SAR-polarimetry,” in Proceedings of the Gemeinsame Tagung 2014 der DGfK, der DGPF, der GfGI und des GiN, 23 (2014).
Z. Yosida and T. Huzioka, “Some Studies of the Mechanical Properties of Snow,” IAHS Red Book Series, Publ. No. 39 (1954).
ftp://140.90.213.161/autosnow/4kmNH/.
http://mapmakers.ru/main/products/gis/sinoptik.aspx. RUSSIAN
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Original Russian Text © E. V. Kazakova, M.M. Chumakov, I.A. Rozinkina, 2015, published in Meteorologiya i Gidrologiya, 2015, No. 5, pp. 20–32.
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Kazakova, E.V., Chumakov, M.M. & Rozinkina, I.A. The system for computing snow cover parameters for forming initial fields for numerical weather prediction based on the COSMO-Ru model. Russ. Meteorol. Hydrol. 40, 296–304 (2015). https://doi.org/10.3103/S1068373915050027
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DOI: https://doi.org/10.3103/S1068373915050027