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- W2137777331 abstract "This letter presents a cautionary note on the assumption of Gaussian behavior for upper tropospheric humidity (UTH) derived from satellite data in climatological studies, which can introduce a wet bias in the climatology. An example study using European Centre for Medium-Range Weather Forecasts reanalysis data shows that this wet bias can reach up to 6 %RH, which is significant for climatological applications. A simple Monte Carlo approach demonstrates that these differences and their link to the variability of brightness temperatures are due to a log-normal distribution of the UTH. This problem can be solved by using robust estimators such as the median instead of the arithmetic mean." @default.
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- W2137777331 date "2006-01-01" @default.
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- W2137777331 title "A Cautionary Note on the Use of Gaussian Statistics in Satellite-Based UTH Climatologies" @default.
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- W2137777331 doi "https://doi.org/10.1109/lgrs.2005.859350" @default.
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