Patterns in temporal series of meteorological variables using SOM & TDIDT

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The purpose of the present article is to investigate if there exist any such set of temporal stable patterns in temporal series of meteorological variables studying series of air temperature, wind speed and direction an atmospheric pressure in a period with meteorological conditions involving noctur...

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Autores principales: Cogliati, Marisa Gloria, Britos, Paola Verónica, García Martínez, Ramón
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2006
Materias:
Ciencias Informáticas
Patterns
Meteorología
temporal series
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/23925
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-23925
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Patterns
Meteorología
temporal series
spellingShingle Ciencias Informáticas
Patterns
Meteorología
temporal series
Cogliati, Marisa Gloria
Britos, Paola Verónica
García Martínez, Ramón
Patterns in temporal series of meteorological variables using SOM & TDIDT
topic_facet Ciencias Informáticas
Patterns
Meteorología
temporal series
description The purpose of the present article is to investigate if there exist any such set of temporal stable patterns in temporal series of meteorological variables studying series of air temperature, wind speed and direction an atmospheric pressure in a period with meteorological conditions involving nocturnal inversion of air temperature in Allen, Río Negro, Argentina. Our conjecture is that there exist independent stable temporal activities, the mixture of which give rise to the weather variables; and these stable activities could be extracted by Self Organized Maps plus Top Down Induction Decision Trees analysis of the data arising from the weather patterns, viewing them as temporal signals.
format Objeto de conferencia
Objeto de conferencia
author Cogliati, Marisa Gloria
Britos, Paola Verónica
García Martínez, Ramón
author_facet Cogliati, Marisa Gloria
Britos, Paola Verónica
García Martínez, Ramón
author_sort Cogliati, Marisa Gloria
title Patterns in temporal series of meteorological variables using SOM & TDIDT
title_short Patterns in temporal series of meteorological variables using SOM & TDIDT
title_full Patterns in temporal series of meteorological variables using SOM & TDIDT
title_fullStr Patterns in temporal series of meteorological variables using SOM & TDIDT
title_full_unstemmed Patterns in temporal series of meteorological variables using SOM & TDIDT
title_sort patterns in temporal series of meteorological variables using som & tdidt
publishDate 2006
url http://sedici.unlp.edu.ar/handle/10915/23925
work_keys_str_mv AT cogliatimarisagloria patternsintemporalseriesofmeteorologicalvariablesusingsomtdidt
AT britospaolaveronica patternsintemporalseriesofmeteorologicalvariablesusingsomtdidt
AT garciamartinezramon patternsintemporalseriesofmeteorologicalvariablesusingsomtdidt
bdutipo_str Repositorios
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