Deriving Bias and Uncertainty in MERRA-2 Snowfall Precipitation Over High Mountain Asia

A Bayesian approach to estimate bias and uncertainty in snowfall precipitation from MERRA-2 and other precipitation products was applied over High Mountain Asia (HMA), using a newly developed snow reanalysis method. Starting from an “uninformed” prior probability distribution, a posterior scaling fa...

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Bibliographic Details
Main Authors: Yufei Liu, Steven A. Margulis
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-11-01
Series:Frontiers in Earth Science
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/feart.2019.00280/full