TM/Landsat-5 bands in the discrimination of wheat and bean crops

The objective of this work was to assess the potentia of the six reflective TM/Landsat-5 bands for discriminating between wheat (Triticum aestivum L.) and bean (Phaseolus vulgaris L.) fields. Fifteen fields of both crops wheat and bean were selected in São Paulo State - Brazil region, for which three multidate cloud free TM sets were acquired during the winter growing season of 1986. Digital numbers were sampled for the 30 fields and corrected for additive effects before being transformed into reflectance values. These values were used for calculating the EAC index which expresses the potential of each TM band for spectral discrimination between wheat and bean fields. The TM7 was the best band; TM2, TM3 and TM5 were intermediarty; and TM1 and TM4 were in the last position. The vegetative phase was more appropriate than the reproductive phase of biologic cycle as far as wheat and bean discrimination is concerned. The comparison between simulated reflectance data from a canopy reflectance model and real satellite reflectance data agreed very well except for TM7 band. A need for more detailed investigation about the reflective properties and the discrimination potencial of the TM7 spectral band was aroused.

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Main Authors: Epiphanio, José Carlos Neves, Formaggio, Antônio Roberto, França, Geraldo Victorino de
Format: Digital revista
Language:por
Published: Pesquisa Agropecuaria Brasileira 2014
Online Access:https://seer.sct.embrapa.br/index.php/pab/article/view/13417
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spelling rev-pab-br-article-134172014-04-17T14:30:41Z TM/Landsat-5 bands in the discrimination of wheat and bean crops Avaliação das bandas TM do satélite Landsat- 5 na discriminação entre culturas de trigo e de feijão Epiphanio, José Carlos Neves Formaggio, Antônio Roberto França, Geraldo Victorino de reflectance; remote sensing; Triticum aestivum; Phaseolus vulgaris; TM/Landsat-5. reflectância; sensoriarnento remoto; (Triticum aestivum; Phaseolus vulgaris; TM/Landsat-5. The objective of this work was to assess the potentia of the six reflective TM/Landsat-5 bands for discriminating between wheat (Triticum aestivum L.) and bean (Phaseolus vulgaris L.) fields. Fifteen fields of both crops wheat and bean were selected in São Paulo State - Brazil region, for which three multidate cloud free TM sets were acquired during the winter growing season of 1986. Digital numbers were sampled for the 30 fields and corrected for additive effects before being transformed into reflectance values. These values were used for calculating the EAC index which expresses the potential of each TM band for spectral discrimination between wheat and bean fields. The TM7 was the best band; TM2, TM3 and TM5 were intermediarty; and TM1 and TM4 were in the last position. The vegetative phase was more appropriate than the reproductive phase of biologic cycle as far as wheat and bean discrimination is concerned. The comparison between simulated reflectance data from a canopy reflectance model and real satellite reflectance data agreed very well except for TM7 band. A need for more detailed investigation about the reflective properties and the discrimination potencial of the TM7 spectral band was aroused. O objetivo deste trabalho foi avaliar as bandas do TM Landsat-5, para a diferenciação de áreas agricultadas com trigo (Triticum aestivum L.) daquelas com feijão (Phaseolus vulgaris L.). Foram selecionados 15 talhões de trigo e 15 de feijão, irrigados, tendo-se conseguido três imagens isentas de nuvens. Os números digitais amostrados das imagens para os 30 talhões foram submetidos à correção para efeitos atmosféricos aditivos, transformados em valores de reflectância. Esses valores foram, então, utilizados para o cálculo de um índice (EAC) que expressa o potencial de cada banda para a discriminação espectral entre as duas culturas. A banda de maior potencial discriminatório foi a TM7; com potencial intermediário foram as bandas TM2, TM3 e TM5, e, com o menor potencial, as bandas TM1 e TM4. O período vegetativo das culturas mostrou-se mais propício que o reprodutivo para a discriminação. Comparando-se dados simulados por um modelo de reflectância de dosséis vegetais com os dados reais de reflectância obtidos por satélite, só não houve concordância para a banda TM7. Indica-se a necessidade de investigações mais detalhadas quanto às características refletivas desta banda para as diversas culturas e suas potencialidades discriminatórias. Pesquisa Agropecuaria Brasileira Pesquisa Agropecuária Brasileira 2014-04-17 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://seer.sct.embrapa.br/index.php/pab/article/view/13417 Pesquisa Agropecuaria Brasileira; v.25, n.3, mar. 1990; 371-377 Pesquisa Agropecuária Brasileira; v.25, n.3, mar. 1990; 371-377 1678-3921 0100-104x por https://seer.sct.embrapa.br/index.php/pab/article/view/13417/7553
institution EMBRAPA
collection OJS
country Brasil
countrycode BR
component Revista
access En linea
databasecode rev-pab-br
tag revista
region America del Sur
libraryname Sistema de bibliotecas de EMBRAPA
language por
format Digital
author Epiphanio, José Carlos Neves
Formaggio, Antônio Roberto
França, Geraldo Victorino de
spellingShingle Epiphanio, José Carlos Neves
Formaggio, Antônio Roberto
França, Geraldo Victorino de
TM/Landsat-5 bands in the discrimination of wheat and bean crops
author_facet Epiphanio, José Carlos Neves
Formaggio, Antônio Roberto
França, Geraldo Victorino de
author_sort Epiphanio, José Carlos Neves
title TM/Landsat-5 bands in the discrimination of wheat and bean crops
title_short TM/Landsat-5 bands in the discrimination of wheat and bean crops
title_full TM/Landsat-5 bands in the discrimination of wheat and bean crops
title_fullStr TM/Landsat-5 bands in the discrimination of wheat and bean crops
title_full_unstemmed TM/Landsat-5 bands in the discrimination of wheat and bean crops
title_sort tm/landsat-5 bands in the discrimination of wheat and bean crops
description The objective of this work was to assess the potentia of the six reflective TM/Landsat-5 bands for discriminating between wheat (Triticum aestivum L.) and bean (Phaseolus vulgaris L.) fields. Fifteen fields of both crops wheat and bean were selected in São Paulo State - Brazil region, for which three multidate cloud free TM sets were acquired during the winter growing season of 1986. Digital numbers were sampled for the 30 fields and corrected for additive effects before being transformed into reflectance values. These values were used for calculating the EAC index which expresses the potential of each TM band for spectral discrimination between wheat and bean fields. The TM7 was the best band; TM2, TM3 and TM5 were intermediarty; and TM1 and TM4 were in the last position. The vegetative phase was more appropriate than the reproductive phase of biologic cycle as far as wheat and bean discrimination is concerned. The comparison between simulated reflectance data from a canopy reflectance model and real satellite reflectance data agreed very well except for TM7 band. A need for more detailed investigation about the reflective properties and the discrimination potencial of the TM7 spectral band was aroused.
publisher Pesquisa Agropecuaria Brasileira
publishDate 2014
url https://seer.sct.embrapa.br/index.php/pab/article/view/13417
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