Temporal dynamics of spectral reflectance and vegetation indices during canola crop cycle in southern Brazil

Detalhes bibliográficos
Autor(a) principal: Pinto,Daniele Gutterres
Data de Publicação: 2017
Outros Autores: Fontana,Denise Cybis, Dalmago,Genei Antonio, Cunha,Gilberto Rocca da, Fochesato,Elizandro, Vicari,Matheus Boni, Gouvêa,Jorge Alberto de, Santi,Anderson
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Ciência Rural
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782017000100200
Resumo: ABSTRACT: The objective of this study was to characterize the variability of spectral reflectance and temporal profiles of vegetation indices associated with nitrogen fertilization, crop cycle periods, and weather conditions of the growing season in canola canopies in southern Brazil. An experiment was carried out during the 2013 and 2014 canola growing seasons at EMBRAPA Trigo, Passo Fundo, state of Rio Grande do Sul, Brazil. The experiment was conducted in a randomized block design with four replications. Five doses of nitrogen top dressing were used as treatments: 10, 20, 40, 80, and 160kg ha-1. Measurements were obtained with the spectroradiometer positioned above the canopy, to construct spectral reflectance curves for canola and establish temporal profiles for several vegetation indices (SR, NDVI, EVI, SAVI, and GNDVI). In addition, data on shoot dry matter were obtained and phenological stages were determined. The spectral reflectance curves of canola were reported to change with canopy growth and development. Temporal profiles of vegetation indices showed two maximum peaks, one before flowering and other after flowering. The indices SR, NDVI, EVI, SAVI, and GNDVI were able to characterize changes in the canola canopy over time, as a function of phenological phases, weather conditions, and nitrogen fertilization, throughout the development cycle. Plant growth and development, variations in crop management, and environmental conditions affect the spectral response of canola.
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spelling Temporal dynamics of spectral reflectance and vegetation indices during canola crop cycle in southern Brazilspectroradiometrynitrogen fertilizationBrassica napusABSTRACT: The objective of this study was to characterize the variability of spectral reflectance and temporal profiles of vegetation indices associated with nitrogen fertilization, crop cycle periods, and weather conditions of the growing season in canola canopies in southern Brazil. An experiment was carried out during the 2013 and 2014 canola growing seasons at EMBRAPA Trigo, Passo Fundo, state of Rio Grande do Sul, Brazil. The experiment was conducted in a randomized block design with four replications. Five doses of nitrogen top dressing were used as treatments: 10, 20, 40, 80, and 160kg ha-1. Measurements were obtained with the spectroradiometer positioned above the canopy, to construct spectral reflectance curves for canola and establish temporal profiles for several vegetation indices (SR, NDVI, EVI, SAVI, and GNDVI). In addition, data on shoot dry matter were obtained and phenological stages were determined. The spectral reflectance curves of canola were reported to change with canopy growth and development. Temporal profiles of vegetation indices showed two maximum peaks, one before flowering and other after flowering. The indices SR, NDVI, EVI, SAVI, and GNDVI were able to characterize changes in the canola canopy over time, as a function of phenological phases, weather conditions, and nitrogen fertilization, throughout the development cycle. Plant growth and development, variations in crop management, and environmental conditions affect the spectral response of canola.Universidade Federal de Santa Maria2017-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782017000100200Ciência Rural v.47 n.1 2017reponame:Ciência Ruralinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSM10.1590/0103-8478cr20151403info:eu-repo/semantics/openAccessPinto,Daniele GutterresFontana,Denise CybisDalmago,Genei AntonioCunha,Gilberto Rocca daFochesato,ElizandroVicari,Matheus BoniGouvêa,Jorge Alberto deSanti,Andersoneng2016-11-24T00:00:00ZRevista
dc.title.none.fl_str_mv Temporal dynamics of spectral reflectance and vegetation indices during canola crop cycle in southern Brazil
title Temporal dynamics of spectral reflectance and vegetation indices during canola crop cycle in southern Brazil
spellingShingle Temporal dynamics of spectral reflectance and vegetation indices during canola crop cycle in southern Brazil
Pinto,Daniele Gutterres
spectroradiometry
nitrogen fertilization
Brassica napus
title_short Temporal dynamics of spectral reflectance and vegetation indices during canola crop cycle in southern Brazil
title_full Temporal dynamics of spectral reflectance and vegetation indices during canola crop cycle in southern Brazil
title_fullStr Temporal dynamics of spectral reflectance and vegetation indices during canola crop cycle in southern Brazil
title_full_unstemmed Temporal dynamics of spectral reflectance and vegetation indices during canola crop cycle in southern Brazil
title_sort Temporal dynamics of spectral reflectance and vegetation indices during canola crop cycle in southern Brazil
author Pinto,Daniele Gutterres
author_facet Pinto,Daniele Gutterres
Fontana,Denise Cybis
Dalmago,Genei Antonio
Cunha,Gilberto Rocca da
Fochesato,Elizandro
Vicari,Matheus Boni
Gouvêa,Jorge Alberto de
Santi,Anderson
author_role author
author2 Fontana,Denise Cybis
Dalmago,Genei Antonio
Cunha,Gilberto Rocca da
Fochesato,Elizandro
Vicari,Matheus Boni
Gouvêa,Jorge Alberto de
Santi,Anderson
author2_role author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Pinto,Daniele Gutterres
Fontana,Denise Cybis
Dalmago,Genei Antonio
Cunha,Gilberto Rocca da
Fochesato,Elizandro
Vicari,Matheus Boni
Gouvêa,Jorge Alberto de
Santi,Anderson
dc.subject.por.fl_str_mv spectroradiometry
nitrogen fertilization
Brassica napus
topic spectroradiometry
nitrogen fertilization
Brassica napus
description ABSTRACT: The objective of this study was to characterize the variability of spectral reflectance and temporal profiles of vegetation indices associated with nitrogen fertilization, crop cycle periods, and weather conditions of the growing season in canola canopies in southern Brazil. An experiment was carried out during the 2013 and 2014 canola growing seasons at EMBRAPA Trigo, Passo Fundo, state of Rio Grande do Sul, Brazil. The experiment was conducted in a randomized block design with four replications. Five doses of nitrogen top dressing were used as treatments: 10, 20, 40, 80, and 160kg ha-1. Measurements were obtained with the spectroradiometer positioned above the canopy, to construct spectral reflectance curves for canola and establish temporal profiles for several vegetation indices (SR, NDVI, EVI, SAVI, and GNDVI). In addition, data on shoot dry matter were obtained and phenological stages were determined. The spectral reflectance curves of canola were reported to change with canopy growth and development. Temporal profiles of vegetation indices showed two maximum peaks, one before flowering and other after flowering. The indices SR, NDVI, EVI, SAVI, and GNDVI were able to characterize changes in the canola canopy over time, as a function of phenological phases, weather conditions, and nitrogen fertilization, throughout the development cycle. Plant growth and development, variations in crop management, and environmental conditions affect the spectral response of canola.
publishDate 2017
dc.date.none.fl_str_mv 2017-01-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782017000100200
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782017000100200
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/0103-8478cr20151403
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
publisher.none.fl_str_mv Universidade Federal de Santa Maria
dc.source.none.fl_str_mv Ciência Rural v.47 n.1 2017
reponame:Ciência Rural
instname:Universidade Federal de Santa Maria (UFSM)
instacron:UFSM
instname_str Universidade Federal de Santa Maria (UFSM)
instacron_str UFSM
institution UFSM
reponame_str Ciência Rural
collection Ciência Rural
repository.name.fl_str_mv
repository.mail.fl_str_mv
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