Metodología para la imputación de datos faltantes en Metereología


Authors

  • Jorge Andrés Urrutia
  • Reiner Palomino
  • Hever Darío Salazar

DOI:

https://doi.org/10.22517/23447214.247

Abstract

El artículo presenta la metodología que se debe seguir para la imputación de datos en series de precipitación y/o temperatura. El procedimiento consiste en hacer uso de correlaciones parciales, modelos de regresión, ajustes de los datos por medio del método de doble masa y verificación de la tendencia a través del el test de Kendal. Se pudo evaluar que para un faltante de datos de 20% esta metodología resulta apropiada, sin embargo, para faltantes de más de 20% se recomienda usar los  modelos AMI bivariada para la imputación de los mismos

Downloads

Download data is not yet available.

Downloads

Published

2010-11-15

How to Cite

Urrutia, J. A., Palomino, R., & Salazar, H. D. (2010). Metodología para la imputación de datos faltantes en Metereología. Scientia Et Technica, 3(46), 44–49. https://doi.org/10.22517/23447214.247

Issue

Vol. 3 No. 46 (2010)

Section

Industrial

License

The undersigned authors declare that the article submitted to the journal Scientia et Technica is an original work and that all its content is free of third-party copyright restrictions or has the corresponding authorizations. Consequently, the authors assume responsibility for any litigation or claim related to intellectual property rights, releasing the Technological University of Pereira and the journal Scientia et Technica from any liability.

If the submitted work is accepted for publication, the authors retain copyright to the article and grant the journal Scientia et Technica the right of first publication, as well as a non-exclusive, perpetual license to reproduce, edit, distribute, display, and publicly communicate the article in any medium or format, including print, electronic, databases, repositories, the Internet, or other scientific dissemination systems. The authors agree that the article will be published in open access and distributed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0).

The journal Scientia will respect in all cases the moral rights of the authors, in accordance with the provisions of article 30 of Law 23 of 1982 of the Republic of Colombia, recognizing the authorship of the work, the right to integrity and the right of disclosure, which are inalienable and non-waivable.