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A method for real‐time temporal disaggregation of blended radar–rain gauge precipitation fields

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BORIS DOI
10.7892/boris.138765
Publisher DOI
10.1002/met.1843
Description
A fully automated quasi‐real‐time method is presented to disaggregate hourly to sub‐hourly precipitation information operationally in a blended radar–rain gauge product. The method proposes a fully automated solution to disaggregate precipitation in regions characterized by measurement errors or partial absence of auxiliary information on the temporal precipitation evolution. The solution relies on a combination of low‐pass filtered radar information and stochastically generated noise fields. A comprehensive validation of the new method is provided demonstrating higher skill compared to a uniform disaggregation in time. The method is now an integral part of CombiPrecip, the official operational code of MeteoSwiss for radar–rain gauge merging.
Date of Publication
2020
Publication Type
Article
Subject(s)
500 Science > 550 Earth sciences & geology
900 History > 910 Geography & travel
Keyword(s)
CombiPrecip
•
disaggregation
•
geostatistics
•
meteorological radar
•
precipitation fields
•
sub-hourly rainfall
Language(s)
en
Contributor(s)
Barton, Yannickorcid-logo
Oeschger Centre for Climate Change Research (OCCR)
Geographisches Institut der Universität Bern (GIUB)
Sideris, Ioannis V.
Germann, Urs
Romppainen-Martius, Oliviaorcid-logo
Oeschger Centre for Climate Change Research (OCCR)
Geographisches Institut der Universität Bern (GIUB)
Additional Credits
Oeschger Centre for Climate Change Research (OCCR)
Series
Meteorological applications
Publisher
Wiley
ISSN
1350-4827
Related Project(s)
Mobiliar Lab für Naturrisiken
Access(Rights)
open.access
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