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Abstract

Using an atmospheric retrievable index and The Nelder-Mead simplex method, a dynamic regularization parameter selection method for the retrieval of atmospheric profile with remote sensing data. And a series of test is carried out with four typical regional profiles. The results show that the ranges of the optimal regularization parameter for different profiles are small. And to improve computational efficiency in the actual retrieval process, the regularization parameter can be approximately taken as a constant. The results provide a valuable method of selecting the regularization parameters in the retrieval of atmospheric profiles using the remote sensing data.

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Funds:Project supported by the National Natural Science Foundation of China (Grant Nos. 41175025, 41105012), and the Advanced Research Foundation fort National major Utility Technology of China (Grant No. GYH200806029).

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Vol. 61, Issue 2 - 2012-01-20

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