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タイトルThe prediction of tropopause height from clusters of brightness temperatures and its application in the stratified regression temperature retrievals using microwave and infrared satellite measurements
著者(英)Jakubowicz, O.; Piraino, P.; Munteanu, M. J.
著者所属(英)NASA Goddard Space Flight Center
発行日1984-01-01
言語eng
内容記述A total of 1575 radiosondes and the corresponding simulated brightness temperatures were used in an effort to derive a temperature retrieval based on the clusters of brightness temperatures. The 8 simulated channels, namely, 3 MSU and 5 IR of the TIROS-N satellite are used by the GLAS temperature retrieval method. The 3 MSU and 5 IR brightness temperatures were clustered into 17 cluster groups and a regression for the prediction of the tropopause height in mb was generated. The overall r.m.s. for the tropopause prediction is excellent, namely, around 16 mb for the summer and 23 mb for the winter. The correct cluster of brightness temperatures can be identified 98% of the time by the method of discriminatory classification if it is approximately a normal distribution or, in general, by the method of the nearest neighbor.
NASA分類GEOPHYSICS
レポートNO84N22064
権利No Copyright
URIhttps://repository.exst.jaxa.jp/dspace/handle/a-is/401368


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