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Attempts to parameterize cloud water profiles using a neural network
SMHI, Core Services.ORCID iD: 0000-0001-7370-8788
SMHI, Research Department, Atmospheric remote sensing.
SMHI, Research Department, Climate research - Rossby Centre.
2004 (English)In: Atmospheric Science Letters, ISSN 1530-261X, E-ISSN 1530-261X, Vol. 5, no 7, 141-145 p.Article in journal (Refereed) Published
Abstract [en]

Atmospheric state variables from a Numerical Weather Prediction (NWP) model are combined with analyzed cloud base heights in a neural network, with the objective to model corresponding cloud water profiles. It was found that the neural network was incapable of resolving the inherently non-linear vertical cloud water distributions. Copyright (C) 2004 Royal Meteorological Society

Place, publisher, year, edition, pages
2004. Vol. 5, no 7, 141-145 p.
Keyword [en]
cloud water, Numerical Weather Prediction, neural network, radar
National Category
Meteorology and Atmospheric Sciences
Research subject
Remote sensing
Identifiers
URN: urn:nbn:se:smhi:diva-1297DOI: 10.1002/asl.76ISI: 000208101700001OAI: oai:DiVA.org:smhi-1297DiVA: diva2:818640
Available from: 2015-06-09 Created: 2015-05-26 Last updated: 2017-05-04Bibliographically approved

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Michelson, DanielLandelius, TomasJones, Colin
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