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Lei Shi, Ge Peng, and John J. Bates

further improved through refinements to the regression formula, training dataset, collocation procedure, and height adjustment to 10 m ( Jackson et al. 2009 ). Zong et al. (2007) used the Advanced Microwave Scanning Radiometer for Earth Observing System (EOS) (AMSR-E) to derive near-surface specific humidity. Roberts et al. (2010) developed retrieval algorithms based on the neural network technique to derive sea surface temperature, air temperature, specific humidity, and wind speed. Jackson and

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