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...

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Autores principales: Cogliati, Marisa, Britos, Paola Verónica, García Martínez, Ramón
Formato: Ponencias en Congresos publishedVersion
Lenguaje:Inglés
Publicado: 2018
Materias:
ALGORITMOS
METEOROLOGIA
ANALISIS DE SERIES DE TIEMPO
Acceso en línea:http://ri.itba.edu.ar/handle/123456789/1255
Aporte de:
Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA) de Instituto Tecnológico de Buenos Aires (ITBA)
id I32-R138-123456789-1255
record_format dspace
spelling I32-R138-123456789-12552022-12-07T14:13:56Z Patterns in temporal series of meteorological variables using SOM & TDIDT Cogliati, Marisa Britos, Paola Verónica García Martínez, Ramón ALGORITMOS METEOROLOGIA ANALISIS DE SERIES DE TIEMPO "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, Rio 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." 2018-10-26T19:01:29Z 2018-10-26T19:01:29Z 2006 Ponencias en Congresos info:eu-repo/semantics/publishedVersion 978-0387-34-747-9 1571-5736 http://ri.itba.edu.ar/handle/123456789/1255 en info:eu-repo/semantics/reference/doi/10.1007/978-0-387-34747-9_32 application/pdf
institution Instituto Tecnológico de Buenos Aires (ITBA)
institution_str I-32
repository_str R-138
collection Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA)
language Inglés
topic ALGORITMOS
METEOROLOGIA
ANALISIS DE SERIES DE TIEMPO
spellingShingle ALGORITMOS
METEOROLOGIA
ANALISIS DE SERIES DE TIEMPO
Cogliati, Marisa
Britos, Paola Verónica
García Martínez, Ramón
Patterns in temporal series of meteorological variables using SOM & TDIDT
topic_facet ALGORITMOS
METEOROLOGIA
ANALISIS DE SERIES DE TIEMPO
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, Rio 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 Ponencias en Congresos
publishedVersion
author Cogliati, Marisa
Britos, Paola Verónica
García Martínez, Ramón
author_facet Cogliati, Marisa
Britos, Paola Verónica
García Martínez, Ramón
author_sort Cogliati, Marisa
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 2018
url http://ri.itba.edu.ar/handle/123456789/1255
work_keys_str_mv AT cogliatimarisa patternsintemporalseriesofmeteorologicalvariablesusingsomtdidt
AT britospaolaveronica patternsintemporalseriesofmeteorologicalvariablesusingsomtdidt
AT garciamartinezramon patternsintemporalseriesofmeteorologicalvariablesusingsomtdidt
_version_ 1765660898072985600

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