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Revista Facultad Nacional de Agronomía Medellín
Article . 2014 . Peer-reviewed
License: CC BY NC
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Revista Facultad Nacional de Agronomía Medellín
Article
License: CC BY NC ND
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SueMulador: Herramienta para la Simulación de Datos Faltantes en Series Climáticas Diarias de Zonas Ecuatoriales

Authors: Chica Ramírez, Héctor Alberto; Peña Quiñones, Andrés Javier; Giraldo Jiménez, José Fernando; Obando Bonilla, Diego; Riaño Herrera, Néstor Miguel;

SueMulador: Herramienta para la Simulación de Datos Faltantes en Series Climáticas Diarias de Zonas Ecuatoriales

Abstract

En la actualidad, los modelos de cultivo son una herramienta útil a la hora de tomar decisiones, no obstante, pese a su disponibilidad y facilidad de uso, la información necesaria para utilizarlos no existe o no tiene la calidad suficiente. Un ejemplo preciso del déficit de calidad en los datos lo constituyen las series meteorológicas diarias en las que predominan faltantes. Para hacer frente a esta situación y poder utilizar los modelos de cultivo se elaboró un software para llenar espacios vacíos en series climáticas diarias, basada en una cadena de Markov de orden dos y dos estados. La herramienta llamada SueMulador, se probó y validó con éxito en tres estaciones ubicadas en zonas contrastantes de la geografía colombiana.

Keywords

climate variability, meteorologia, Time series, modelos de cultivo, variabilidad climática, meteorology, Series de tiempo, crop models

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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
Average
Green
gold