Simple linear regression in the validation of hydrodynamic numerical models

Authors

  • Camila Caroline Guedes Viana Universidade do Estado do Rio de Janeiro
  • Regina Serrão Lanzillotti Universidade do Estado do Rio de Janeiro

DOI:

https://doi.org/10.19180/2177-4560.v11n12017p183-198

Keywords:

Hydrodynamic numerical modeling. MOHID. Validation. Simple linear regression. ANOVA.

Abstract

Hydrodynamic numerical modeling is a widely used tool because of its importance in the hydrodynamic study of coastal and oceanic regions. However, for these to be reliable, calibration and validation is essential. The objective of this paper is to highlight the need to perform inferential statistical analyses that allow the determination of the adherence of the hydrodynamic model to the data observed in the field. Therefore, the simple linear regression method, the emphasis to perform the ANOVA, the inference for adequacy and the graphical representation of the study of the residues are valued.  

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Author Biographies

  • Camila Caroline Guedes Viana, Universidade do Estado do Rio de Janeiro
    Graduada em Oceanografia (UERJ). Mestranda em Oceanografia pela Universidade do Estado do Rio de Janeiro (UERJ) - Rio de Janeiro/RJ - Brasil. E-mail: cgv.camila@gmail.com
  • Regina Serrão Lanzillotti, Universidade do Estado do Rio de Janeiro
    Doutora em Engenharia de Transportes (PET-COPPE-UFRJ). Professora na Graduação e Pós-graduação IME/UERJ, professora associada no PGCM/ UERJ - Rio de Janeiro/RJ – Brasil

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Published

30-10-2017

Issue

Vol. 11 No. 1 (2017)

Section

Original articles

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How to Cite

Simple linear regression in the validation of hydrodynamic numerical models. Boletim do Observatório Ambiental Alberto Ribeiro Lamego, [S. l.], v. 11, n. 1, p. 183–198, 2017. DOI: 10.19180/2177-4560.v11n12017p183-198. Disponível em: https://editoraessentia.iff.edu.br/index.php/boletim/article/view/7992.. Acesso em: 22 dec. 2024.