Assimilation of SEVIRI Water Vapor Channels With an Ensemble Kalman Filter on the Convective Scale

Assimilation of SEVIRI Water Vapor Channels With an Ensemble Kalman Filter on the Convective Scale

Numerical weather prediction (NWP) systems at the convective scale are operated to gain reliable forecasts for diverse atmospheric variables at high spatial resolution. Especially for the prediction of small-scale weather phenomena such as deep convection including the associated precipitation patte...

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Bibliographic Details
Main Authors: Axel Hutt, C. Schraff, H. Anlauf, L. Bach, M. Baldauf, E. Bauernschubert, A. Cress, R. Faulwetter, F. Fundel, C. Köpken-Watts, H. Reich, A. Schomburg, J. Schröttle, K. Stephan, O. Stiller, M. Weissmann, R. Potthast
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-03-01
Series:Frontiers in Earth Science
Subjects:
SEVIRI
satellite data
water vapor channel
vertical localization
data assimilation
Local Ensemble Transform Kalman Filter
Online Access:https://www.frontiersin.org/article/10.3389/feart.2020.00070/full

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https://www.frontiersin.org/article/10.3389/feart.2020.00070/full

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