Attempts to parameterize cloud water profiles using a neural network

Författare, redaktör eller annan roll
Daniel Michelson
Tomas Landelius
Colin Jones
et al.
Publikationstyp
Artikel i vetenskaplig tidskrift
Språk
Engelska
Utgivningsdatum
Typ av innehåll
Sakkunniggranskat
Abstract (Engelska)

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 ver...

Publiceringsstatus
Publicerad

Tidskrift

Titel
Atmospheric Science Letters
EISSN
1530-261X
Volym
5
Utgivningsnummer
7
Startsida
141
Slutsida
145