Improvement in Humidity Profile Retrieval for Hyperspectral Sounder Using Principal Component-Based Regression Algorithm

Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of  , Volume PP, Issue 99, 2015, Pages 1

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Keywords:
hybrid regressionhyperspectralinfrared atmospheric sounding interferometer (iasi)principal componentsatellitesMore(8+)

Abstract:

This study is an application of the hybrid regression method to improve the accuracy of retrieved humidity profile from infrared hyperspectral sounding observations. In hybrid regression method, a weighted average of two regression products that are derived using two different forms of predictand is computed. Regression coefficients for e...More

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