Use of Landsat-8 images for mapping coffee plantations in the surrounding municipalities of the Caparaó National Park

Authors

  • Guilherme Fernandes Campanha Instituto Federal do Espírito Santo (Ifes) Campus de Alegre/ES
  • Inês Viana de Souza Instituto Federal do Espírito Santo (Ifes) Campus de Alegre/ES
  • Jéferson Luiz Ferrari Instituto Federal do Espírito Santo (Ifes) Campus de Alegre/ES
  • Telma Machado de Oliveira Peluzio Instituto Federal do Espírito Santo (Ifes) Campus de Alegre/ES
  • João Batista Pavesi Simão Instituto Federal do Espírito Santo (Ifes) Campus de Alegre/ES

DOI:

https://doi.org/10.19180/1809-2667.v20n12018p6-17

Keywords:

Geoprocessing, Remote sensing, Digital classification, Coffee, Land management

Abstract

The objective was to map the coffee plantations in the municipalities around the Caparaó National Park (PARNA Caparaó) using images from the Operational Land Imager sensor - Landsat-8, referring to June 2014. The mapping was carried out in Geographic Information System. The algorithm used was that of maximum likelihood. The quality of the classification was assessed by the overall performance and Kappa indices. It was found that the coffee plantations in the surrounding municipalities of the PARNA Caparaó occupy an area of 594.52 km². The municipalities that presented the largest areas with coffee were Iúna-ES (123.47 km²) and Espera Feliz-MG (115.04 km²). The values are consistent with overall performance of 0.647 and Kappa of 0.216.

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Author Biographies

  • Guilherme Fernandes Campanha, Instituto Federal do Espírito Santo (Ifes) Campus de Alegre/ES
    Tecnólogo em Cafeicultura pelo Ifes Campus de Alegre/ES - Brasil. E-mail: guilhermefcampanha@gmail.com.
  • Inês Viana de Souza, Instituto Federal do Espírito Santo (Ifes) Campus de Alegre/ES
    Tecnólogo em Cafeicultura pelo Ifes Campus de Alegre/ES - Brasil. E-mail: ines.viana.18@gmail.com.
  • Jéferson Luiz Ferrari, Instituto Federal do Espírito Santo (Ifes) Campus de Alegre/ES
    Doutor em Produção Vegetal (UENF). Professor do Ifes Campus de Alegre/ES - Brasil. E-mail: ferrarijluiz@gmail.com.
  • Telma Machado de Oliveira Peluzio, Instituto Federal do Espírito Santo (Ifes) Campus de Alegre/ES
    Mestre em Ciências Florestais (UFES). Professora do Ifes Campus de Alegre/ES - Brasil. E-mail: tmpeluzio@hotmail.com.
  • João Batista Pavesi Simão, Instituto Federal do Espírito Santo (Ifes) Campus de Alegre/ES
    Doutor em Solos (UFLA). Professor do Ifes-Campus de Alegre - Alegre/ES - Brasil. E-mail: jbpavesi@gmail.com.

Published

27-04-2018

Issue

Section

Original articles

How to Cite

CAMPANHA, Guilherme Fernandes; SOUZA, Inês Viana de; FERRARI, Jéferson Luiz; PELUZIO, Telma Machado de Oliveira; SIMÃO, João Batista Pavesi. Use of Landsat-8 images for mapping coffee plantations in the surrounding municipalities of the Caparaó National Park. Revista Vértices, [S. l.], v. 20, n. 1, p. 6–17, 2018. DOI: 10.19180/1809-2667.v20n12018p6-17. Disponível em: https://editoraessentia.iff.edu.br/index.php/vertices/article/view/8322.. Acesso em: 22 nov. 2024.

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