Estimation and Extrapolation of the Atmospheric State Parameters on the Mesoscale Level Using a Kalman Filter AlgorithmSource: Journal of Atmospheric and Oceanic Technology:;2004:;volume( 021 ):;issue: 003::page 488Author:Komarov, V. S.
,
Il'in, S. N.
,
Kreminskii, A. V.
,
Lomakina, N. Ya
,
Popov, Yu B.
,
Popova, A. I.
,
Suvorov, S. S.
DOI: 10.1175/1520-0426(2004)021<0488:EAEOTA>2.0.CO;2Publisher: American Meteorological Society
Abstract: A methodology and algorithms of spatial extrapolation of mesometeorological fields to a territory uncovered with observations are suggested. The atmospheric state and parameters are estimated using an extended Kalman filter for a simplified model of the space?time behavior of atmospheric parameters. The model is described by first-order stochastic differential equations. The results of statistical estimation of the quality of the algorithms used for spatial extrapolation of the mesoscale temperature and wind velocity fields are discussed.
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| contributor author | Komarov, V. S. | |
| contributor author | Il'in, S. N. | |
| contributor author | Kreminskii, A. V. | |
| contributor author | Lomakina, N. Ya | |
| contributor author | Popov, Yu B. | |
| contributor author | Popova, A. I. | |
| contributor author | Suvorov, S. S. | |
| date accessioned | 2017-06-09T14:36:51Z | |
| date available | 2017-06-09T14:36:51Z | |
| date copyright | 2004/03/01 | |
| date issued | 2004 | |
| identifier issn | 0739-0572 | |
| identifier other | ams-2283.pdf | |
| identifier uri | http://onlinelibrary.yabesh.ir/handle/yetl/4159323 | |
| description abstract | A methodology and algorithms of spatial extrapolation of mesometeorological fields to a territory uncovered with observations are suggested. The atmospheric state and parameters are estimated using an extended Kalman filter for a simplified model of the space?time behavior of atmospheric parameters. The model is described by first-order stochastic differential equations. The results of statistical estimation of the quality of the algorithms used for spatial extrapolation of the mesoscale temperature and wind velocity fields are discussed. | |
| publisher | American Meteorological Society | |
| title | Estimation and Extrapolation of the Atmospheric State Parameters on the Mesoscale Level Using a Kalman Filter Algorithm | |
| type | Journal Paper | |
| journal volume | 21 | |
| journal issue | 3 | |
| journal title | Journal of Atmospheric and Oceanic Technology | |
| identifier doi | 10.1175/1520-0426(2004)021<0488:EAEOTA>2.0.CO;2 | |
| journal fristpage | 488 | |
| journal lastpage | 494 | |
| tree | Journal of Atmospheric and Oceanic Technology:;2004:;volume( 021 ):;issue: 003 | |
| contenttype | Fulltext |