Reconstrução dos dados faltantes em imagens orbitais de temperatura da superfície do mar para a região Sudoeste do Atlântico Sul

Elaine Aparecida de Oliveira; Leandro Calado; Alexandre Macedo Fernandes

doi:10.19180/1809-2667.v18n116-10

Reconstruction of missing data in orbital images of sea surface temperature in the southwest region of the Atlantic Ocean

Authors

Elaine Aparecida de Oliveira Universidade do Estado do Rio de Janeiro (UERJ)
Leandro Calado Instituto de Estudos do Mar Almirante Paulo Moreira (IEAPM)
Alexandre Macedo Fernandes Universidade do Estado do Rio de Janeiro (UERJ)

DOI:

https://doi.org/10.19180/1809-2667.v18n116-10

Keywords:

Reconstruction of Image, Satellite Images, Brazil Current, Empirical Orthogonal Function

Abstract

An empirical orthogonal function-based technique was used to reconstruct missing data of Sea Surface Temperature (SST) images. Sea surface temperature data was used to assess the benefits of a univariate reconstruction, and the combination of both SST and Maps of Sea Level Anomalies (MSLA) data was used in a multivariate approach. In the multivariate approach the effect of addition of MSLA data in the reconstruction of Brazil Current (BC) features was assessed. Results were satisfactory in both approaches. The combination of SST plus MSLA significantly improves results obtained by reconstruction; statistical analyses found an improvement of ~ 5%. All experiments correctly represent the mesoscale features off the southwest South Atlantic.

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Author Biographies

Elaine Aparecida de Oliveira, Universidade do Estado do Rio de Janeiro (UERJ)

Possui graduação em Oceanografia pela Universidade Federal do Paraná (2012). Atualmente é estudante de mestrado da Universidade do Estado do Rio de Janeiro e bolsista no Instituto de Estudos do Mar Almirante Paulo Moreira (IEAPM). E-mail: elaineoceanografia@gmail.com.
Leandro Calado, Instituto de Estudos do Mar Almirante Paulo Moreira (IEAPM)

Doutor em Oceanografia Física pela Universidade de São Paulo – USP. Pesquisador Encarregado do Grupo de Sensoriamento Remoto – IEAPM. E-mail: leandro_calado@hotmail.com.
Alexandre Macedo Fernandes, Universidade do Estado do Rio de Janeiro (UERJ)

PhD. Na área de Oceanografia Física pela Florida State University-EUA. Prof. Adjunto – Departamento de Oceanografia Física – Faculdade de Oceanografia – UERJ. E-mail: alxmfr@gmail.com.

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Published

01-07-2016

Issue

Vol. 18 No. 1 (2016): Jan./Apr.

Section

Original articles

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How to Cite

DE OLIVEIRA, Elaine Aparecida; CALADO, Leandro; FERNANDES, Alexandre Macedo. Reconstruction of missing data in orbital images of sea surface temperature in the southwest region of the Atlantic Ocean. Revista Vértices, [S. l.], v. 18, n. 1, p. 205–219, 2016. DOI: 10.19180/1809-2667.v18n116-10. Disponível em: https://editoraessentia.iff.edu.br/index.php/vertices/article/view/1809-2667.v18n116-10.. Acesso em: 3 jul. 2024.