Bias correction and post-processing under climate change

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چکیده

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Precipitation Extremes Under Climate Change

The response of precipitation extremes to climate change is considered using results from theory, modeling, and observations, with a focus on the physical factors that control the response. Observations and simulations with climate models show that precipitation extremes intensify in response to a warming climate. However, the sensitivity of precipitation extremes to warming remains uncertain w...

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It is well known that output from climate models cannot be used to force hydrological simulations without some form of preprocessing to remove the existing biases. In principle, statistical bias correction methodologies act on model output so the statistical properties of the corrected data match those of the observations. However, the improvements to the statistical properties of the data are ...

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ژورنال

عنوان ژورنال: Nonlinear Processes in Geophysics

سال: 2011

ISSN: 1607-7946

DOI: 10.5194/npg-18-911-2011