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This paper presents a rapid regression algorithm for the retrieval of methane (CH4) profile from Atmospheric Infrared Sounder (AIRS) based on empirical orthogonal functions (EOF) and its validation. This algorithm was trained using the simulated radiance from an assemble of atmospheric profiles and can be utilized to derive the CH4 profile rapidly with the input of the AIRS cloud-clear radiance. Validation...
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