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The self-organizing map, a new approach to apprehend the Madden-Julian Oscillation influence on the intraseasonal variability of rainfall in the southern African region

Author
OETTLI, Pascal1 ; TOZUKA, Tomoki1 ; IZUMO, Takeshi2 ; ENGELBRECHT, Francois A3 ; YAMAGATA, Toshio4
[1] Department of Earth and Planetary Science, Graduate School of Science, The University of Tokyo, Tokyo, Japan
[2] IRD, LOCEAN, Paris, France
[3] CSIR Natural Resources and the Environment, Climate Studies, Modelling and Environmental Health, Pretoria, South Africa
[4] Application Laboratory, Japan Agency for Marine-Earth Science and Technology (JAMSTEC), Yokohama, Japan
Source

Climate dynamics. 2014, Vol 43, Num 5-6, pp 1557-1573, 17 p ; ref : 1 p.3/4

CODEN
CLDYEM
ISSN
0930-7575
Scientific domain
Climatology, meteorology
Publisher
Springer, Heidelberg
Publication country
Germany
Document type
Article
Language
English
Author keyword
Intraseasonal variability Madden-Julian Oscillation Self-organizing map Southern African rainfall Subtropical atmosphere response
Keyword (fr)
1980-1990 1990-2000 2000-2010 Carte autoorganisatrice Classification automatique Cycle développement Fonction orthogonale empirique Oscillation Madden Julian Pluie Précipitation atmosphérique Réseau neuronal Variabilité climatique Variation intrasaisonnière Zone subtropicale Zone tropicale Oscillation intrasaisonnière Afrique australe Afrique
Keyword (en)
1980-1990 1990-2000 2000-2010 Self-organising feature maps Automatic classification Life cycle Empirical orthogonal function Madden Julian oscillation rainfall atmospheric precipitation neural networks climate variability Intraseasonal variation subtropical zone tropical zone Intraseasonal oscillation Southern Africa Africa
Keyword (es)
1980-1990 1990-2000 2000-2010 Clasificación automática Ciclo desarrollo Función ortogonal empírica Oscilación Madden Julian Lluvia Precipitación atmosférica Red neuronal Variación intraestacional Zona subtropical Zona tropical Oscilación intraestacional Africa austral Africa
Classification
Pascal
001 Exact sciences and technology / 001E Earth, ocean, space / 001E02 External geophysics / 001E02D Meteorology / 001E02D05 Water in the atmosphere (humidity, clouds, evaporation, precipitation)

Discipline
External geophysics
Origin
Inist-CNRS
Database
PASCAL
INIST identifier
28732852

Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS

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