Relationship between the normalized difference vegetation index and leaf area in vineyards

Detalhes bibliográficos
Autor(a) principal: Junges,Amanda Heemann
Data de Publicação: 2019
Outros Autores: Fontana,Denise Cybis, Lampugnani,Cristian Scalvi
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Bragantia
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0006-87052019000200297
Resumo: ABSTRACT In vineyards, the monitoring of leaf area is used to guide management practices in order to produce grapes with quality and enological potential. Remote sensing has been used to estimate leaf area by means of vegetation indices. This work aimed at determining the temporal evolution of the Normalized Difference Vegetation Index (NDVI) while associating it with leaf area of vineyards in the Serra Gaúcha region, Brazil. To this end, between 10 and 20 plants were evaluated monthly (September to May) in three vegetative seasons. NDVI data were obtained using the remote sensor Greenseeker while the following leaf area related parameters were obtained non-destructively: unit leaf area (ULA), average number of leaves per branch (NLB), plant leaf area (PLA), leaf area index (LAI) and chlorophyll index (CI). Data correlation was assessed by joint temporal analysis and Pearson correlations (p < 0.05). The results indicated that NDVI variation over time is coherent with the leaf area dynamics and expresses biomass variations due to phenology and management actions. The NDVI evolution pattern is described by a quadratic regression equation: the index increases rapidly at first (September to November), followed by a relative stabilization (December to February), and decreases in the final stage (March to May). The correlations were higher in the initial and final stages of the cycle, especially for NLB (r = 0.73 and 0.77), PLA (r = 0.60 and 0.61) and CI (r = 0.48 and 0.84), which are promising parameters for characterizing leaf area in vineyards by remote sensing.
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spelling Relationship between the normalized difference vegetation index and leaf area in vineyardsNDVIVitis viniferaChardonnaySerra Gaúcha regionGreenseekerABSTRACT In vineyards, the monitoring of leaf area is used to guide management practices in order to produce grapes with quality and enological potential. Remote sensing has been used to estimate leaf area by means of vegetation indices. This work aimed at determining the temporal evolution of the Normalized Difference Vegetation Index (NDVI) while associating it with leaf area of vineyards in the Serra Gaúcha region, Brazil. To this end, between 10 and 20 plants were evaluated monthly (September to May) in three vegetative seasons. NDVI data were obtained using the remote sensor Greenseeker while the following leaf area related parameters were obtained non-destructively: unit leaf area (ULA), average number of leaves per branch (NLB), plant leaf area (PLA), leaf area index (LAI) and chlorophyll index (CI). Data correlation was assessed by joint temporal analysis and Pearson correlations (p < 0.05). The results indicated that NDVI variation over time is coherent with the leaf area dynamics and expresses biomass variations due to phenology and management actions. The NDVI evolution pattern is described by a quadratic regression equation: the index increases rapidly at first (September to November), followed by a relative stabilization (December to February), and decreases in the final stage (March to May). The correlations were higher in the initial and final stages of the cycle, especially for NLB (r = 0.73 and 0.77), PLA (r = 0.60 and 0.61) and CI (r = 0.48 and 0.84), which are promising parameters for characterizing leaf area in vineyards by remote sensing.Instituto Agronômico de Campinas2019-06-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0006-87052019000200297Bragantia v.78 n.2 2019reponame:Bragantiainstname:Instituto Agronômico de Campinas (IAC)instacron:IAC10.1590/1678-4499.2018168info:eu-repo/semantics/openAccessJunges,Amanda HeemannFontana,Denise CybisLampugnani,Cristian Scalvieng2019-06-27T00:00:00Zoai:scielo:S0006-87052019000200297Revistahttps://www.scielo.br/j/brag/https://old.scielo.br/oai/scielo-oai.phpbragantia@iac.sp.gov.br||bragantia@iac.sp.gov.br1678-44990006-8705opendoar:2019-06-27T00:00Bragantia - Instituto Agronômico de Campinas (IAC)false
dc.title.none.fl_str_mv Relationship between the normalized difference vegetation index and leaf area in vineyards
title Relationship between the normalized difference vegetation index and leaf area in vineyards
spellingShingle Relationship between the normalized difference vegetation index and leaf area in vineyards
Junges,Amanda Heemann
NDVI
Vitis vinifera
Chardonnay
Serra Gaúcha region
Greenseeker
title_short Relationship between the normalized difference vegetation index and leaf area in vineyards
title_full Relationship between the normalized difference vegetation index and leaf area in vineyards
title_fullStr Relationship between the normalized difference vegetation index and leaf area in vineyards
title_full_unstemmed Relationship between the normalized difference vegetation index and leaf area in vineyards
title_sort Relationship between the normalized difference vegetation index and leaf area in vineyards
author Junges,Amanda Heemann
author_facet Junges,Amanda Heemann
Fontana,Denise Cybis
Lampugnani,Cristian Scalvi
author_role author
author2 Fontana,Denise Cybis
Lampugnani,Cristian Scalvi
author2_role author
author
dc.contributor.author.fl_str_mv Junges,Amanda Heemann
Fontana,Denise Cybis
Lampugnani,Cristian Scalvi
dc.subject.por.fl_str_mv NDVI
Vitis vinifera
Chardonnay
Serra Gaúcha region
Greenseeker
topic NDVI
Vitis vinifera
Chardonnay
Serra Gaúcha region
Greenseeker
description ABSTRACT In vineyards, the monitoring of leaf area is used to guide management practices in order to produce grapes with quality and enological potential. Remote sensing has been used to estimate leaf area by means of vegetation indices. This work aimed at determining the temporal evolution of the Normalized Difference Vegetation Index (NDVI) while associating it with leaf area of vineyards in the Serra Gaúcha region, Brazil. To this end, between 10 and 20 plants were evaluated monthly (September to May) in three vegetative seasons. NDVI data were obtained using the remote sensor Greenseeker while the following leaf area related parameters were obtained non-destructively: unit leaf area (ULA), average number of leaves per branch (NLB), plant leaf area (PLA), leaf area index (LAI) and chlorophyll index (CI). Data correlation was assessed by joint temporal analysis and Pearson correlations (p < 0.05). The results indicated that NDVI variation over time is coherent with the leaf area dynamics and expresses biomass variations due to phenology and management actions. The NDVI evolution pattern is described by a quadratic regression equation: the index increases rapidly at first (September to November), followed by a relative stabilization (December to February), and decreases in the final stage (March to May). The correlations were higher in the initial and final stages of the cycle, especially for NLB (r = 0.73 and 0.77), PLA (r = 0.60 and 0.61) and CI (r = 0.48 and 0.84), which are promising parameters for characterizing leaf area in vineyards by remote sensing.
publishDate 2019
dc.date.none.fl_str_mv 2019-06-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0006-87052019000200297
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0006-87052019000200297
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/1678-4499.2018168
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Instituto Agronômico de Campinas
publisher.none.fl_str_mv Instituto Agronômico de Campinas
dc.source.none.fl_str_mv Bragantia v.78 n.2 2019
reponame:Bragantia
instname:Instituto Agronômico de Campinas (IAC)
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instname_str Instituto Agronômico de Campinas (IAC)
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repository.name.fl_str_mv Bragantia - Instituto Agronômico de Campinas (IAC)
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