On minimization of risk for restoration of atmospheric data
Sibirskij žurnal vyčislitelʹnoj matematiki, Tome 12 (2009) no. 2, pp. 211-219.

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This paper deals with restoration of gaps in meteorological fields aimed at the weather simulation. The universal approach, based on the local approximation which allows us to restore gaps in the meteorological fields in various conditions, and at the same time to realize the step-by-step weather forecasting, is described. The results of the unit gap restorations for some meteorological elements are presented. These results are compared to those obtained with the local averaging and by the inertia methods. The possibilities of the data restoration as well as the step-by-step prediction in the case when the global meteorological data are available are discussed.
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L. N. Romanov. On minimization of risk for restoration of atmospheric data. Sibirskij žurnal vyčislitelʹnoj matematiki, Tome 12 (2009) no. 2, pp. 211-219. http://geodesic.mathdoc.fr/item/SJVM_2009_12_2_a7/

[1] Polyakov G. G., Romanov L. N., “Skolzyaschii kontrol i lineinaya regressiya”, Meteorologiya i gidrologiya, 9 (1988), 43–53

[2] Romanov L. N., “Ob approksimatsii nelineinykh zavisimostei s pomoschyu nepreryvnykh funktsii”, Tr. ZapSibNIGMI, 83, 1988, 56–70

[3] Romanov L. N., “O prostranstvennykh statisticheskikh modelyakh prognoziruyuschikh trekhmernye polya”, Tr. ZapSibNIGMI, 83, 1988, 75–84

[4] Duda R., Hart P., Pattern Classification and Scene Analysis, Wiley, New York, 1973 | Zbl

[5] Vapnik V. N., Estimation of Dependencies Based on Empirical Data, Springer, New York, 1982 | MR | Zbl