Using Landsat 8 image time series for crop mapping in a region of Cerrado, Brazil.

Using Landsat 8 image time series for crop mapping in a region of Cerrado, Brazil.

Abstract: The objective of this research is to classify agricultural land use in a region of the Cerrado (Brazilian Savanna) biome using a time series of Enhanced Vegetation Index (EVI) from Landsat 8 OLI. Phenological metrics extracted from EVI time series, a Random Forest algorithm and data mining techniques are used in the process of classification. The area of study is a region in the Cerrado in a region of the municipality of Casa Branca, São Paulo state, Brazil. The results are encouraging and demonstrate the potential of phenological parameters obtained from time series of OLI vegetation indices for agricultural land use classification.

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Bibliographic Details
Main Authors: BENDINI, H. do N., SANCHES, I. D., KÖRTING, T. S., FONSECA, L. M. G., LUIZ, A. J. B., FORMAGGIO, A. R.
Other Authors: HUGO DO NASCIMENTO BENDINI, INPE; IEDA DEL'ARCO SANCHES, INPE; THALES SEHN KORTING, INPE; LEILA MARIA GARCIA FONSECA, INPE; ALFREDO JOSE BARRETO LUIZ, CNPMA; ANTONIO ROBERTO FORMAGGIO, INPE.
Format: Separatas biblioteca
Language:English
eng
Published: 2017-06-22
Subjects:Mapeamento., Imagem de satélite, Sensoriamento remoto, Uso da terra, Cerrado, Vegetação., Land use, Remote sensing, Landsat.,
Online Access:http://www.alice.cnptia.embrapa.br/alice/handle/doc/1071280
http://dx.doi.org/10.5194/isprsarchives-XLI-B8-845-2016
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http://www.alice.cnptia.embrapa.br/alice/handle/doc/1071280
http://dx.doi.org/10.5194/isprsarchives-XLI-B8-845-2016

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