Agronomic performance of white oats cultivated under fertigation with treated sewage effluent and definition of critical limits of Normalized Difference Vegetation Index

Bibliographic Details
Main Author: Coelho, Anderson Prates [UNESP]
Publication Date: 2019
Other Authors: Faria, Rogerio Teixeira de [UNESP], Silva Barbosa, Aline Michelle da [UNESP], Dalri, Alexandre Barcellos [UNESP], Rosalen, David Luciano [UNESP]
Format: Article
Language: eng
Source: Repositório Institucional da UNESP
Download full: http://dx.doi.org/10.1590/1678-4499.20190082
http://hdl.handle.net/11449/196410
Summary: One of the benefits of irrigation with wastewater in agriculture is the reduction in the use of mineral fertilizers and the increase in crop yield. For wastewater application, the use of remote sensing can help to define specific management areas. The aim of this study was to evaluate the yield and the growth of irrigated white oats (Avena sativa L.) with varying treated sewage effluent (TSE) levels. These attributes were then correlated with Normalized Difference Vegetation Index (NDVI) values obtained at four phenological stages of the crop and used to define critical limits of NDVI. The experiment consisted of five TSE treatments differing in irrigation depths (11, 31, 60, 87, and 100%). Mean NDVI values in the crop were determined with an active terrestrial sensor (GreenSeeker), which were then correlated with height, maximum leaf area index (LAI), panicles per square meter, number of grains per panicle, grain mass, grain yield (GY), and biomass yield (BY). In order to define the NDVI critical limits, NDVI values were generated as a function of relative BY in four phenological stages; NDVI values at 90% and 110% of relative BY were considered critical. Maximum GY (5.775 kg. ha(-1)) and BY (20,731 kg.ha(-1)) of white oats were achieved with TSE-induced nitrogen rates of 45 kg.ha(-1) and 88 kg. ha(-1), respectively. NDVI readings were highly correlated (greater than 0.85) with growth and yield of white oats. In this study, we defined the critical NDVI limits of white oats and obtained maximum precision at the phenological stage 10.5.4.
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spelling Agronomic performance of white oats cultivated under fertigation with treated sewage effluent and definition of critical limits of Normalized Difference Vegetation IndexAvena sativa L.biomassmodelingNDVIremote sensingOne of the benefits of irrigation with wastewater in agriculture is the reduction in the use of mineral fertilizers and the increase in crop yield. For wastewater application, the use of remote sensing can help to define specific management areas. The aim of this study was to evaluate the yield and the growth of irrigated white oats (Avena sativa L.) with varying treated sewage effluent (TSE) levels. These attributes were then correlated with Normalized Difference Vegetation Index (NDVI) values obtained at four phenological stages of the crop and used to define critical limits of NDVI. The experiment consisted of five TSE treatments differing in irrigation depths (11, 31, 60, 87, and 100%). Mean NDVI values in the crop were determined with an active terrestrial sensor (GreenSeeker), which were then correlated with height, maximum leaf area index (LAI), panicles per square meter, number of grains per panicle, grain mass, grain yield (GY), and biomass yield (BY). In order to define the NDVI critical limits, NDVI values were generated as a function of relative BY in four phenological stages; NDVI values at 90% and 110% of relative BY were considered critical. Maximum GY (5.775 kg. ha(-1)) and BY (20,731 kg.ha(-1)) of white oats were achieved with TSE-induced nitrogen rates of 45 kg.ha(-1) and 88 kg. ha(-1), respectively. NDVI readings were highly correlated (greater than 0.85) with growth and yield of white oats. In this study, we defined the critical NDVI limits of white oats and obtained maximum precision at the phenological stage 10.5.4.Univ Estadual Paulista, Fac Ciencias Agr & Vet, Dept Engn Rural, Jaboticabal, SP, BrazilUniv Estadual Paulista, Fac Ciencias Agr & Vet, Dept Engn Rural, Jaboticabal, SP, BrazilInst AgronomicoUniversidade Estadual Paulista (Unesp)Coelho, Anderson Prates [UNESP]Faria, Rogerio Teixeira de [UNESP]Silva Barbosa, Aline Michelle da [UNESP]Dalri, Alexandre Barcellos [UNESP]Rosalen, David Luciano [UNESP]2020-12-10T19:43:59Z2020-12-10T19:43:59Z2019-10-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article553-563application/pdfhttp://dx.doi.org/10.1590/1678-4499.20190082Bragantia. Campinas: Inst Agronomico, v. 78, n. 4, p. 553-563, 2019.0006-8705http://hdl.handle.net/11449/19641010.1590/1678-4499.20190082S0006-87052019000400553WOS:000502806300008S0006-87052019000400553.pdfWeb of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengBragantiainfo:eu-repo/semantics/openAccess2024-06-06T15:18:44Zoai:repositorio.unesp.br:11449/196410Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462024-06-06T15:18:44Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Agronomic performance of white oats cultivated under fertigation with treated sewage effluent and definition of critical limits of Normalized Difference Vegetation Index
title Agronomic performance of white oats cultivated under fertigation with treated sewage effluent and definition of critical limits of Normalized Difference Vegetation Index
spellingShingle Agronomic performance of white oats cultivated under fertigation with treated sewage effluent and definition of critical limits of Normalized Difference Vegetation Index
Coelho, Anderson Prates [UNESP]
Avena sativa L.
biomass
modeling
NDVI
remote sensing
title_short Agronomic performance of white oats cultivated under fertigation with treated sewage effluent and definition of critical limits of Normalized Difference Vegetation Index
title_full Agronomic performance of white oats cultivated under fertigation with treated sewage effluent and definition of critical limits of Normalized Difference Vegetation Index
title_fullStr Agronomic performance of white oats cultivated under fertigation with treated sewage effluent and definition of critical limits of Normalized Difference Vegetation Index
title_full_unstemmed Agronomic performance of white oats cultivated under fertigation with treated sewage effluent and definition of critical limits of Normalized Difference Vegetation Index
title_sort Agronomic performance of white oats cultivated under fertigation with treated sewage effluent and definition of critical limits of Normalized Difference Vegetation Index
author Coelho, Anderson Prates [UNESP]
author_facet Coelho, Anderson Prates [UNESP]
Faria, Rogerio Teixeira de [UNESP]
Silva Barbosa, Aline Michelle da [UNESP]
Dalri, Alexandre Barcellos [UNESP]
Rosalen, David Luciano [UNESP]
author_role author
author2 Faria, Rogerio Teixeira de [UNESP]
Silva Barbosa, Aline Michelle da [UNESP]
Dalri, Alexandre Barcellos [UNESP]
Rosalen, David Luciano [UNESP]
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Coelho, Anderson Prates [UNESP]
Faria, Rogerio Teixeira de [UNESP]
Silva Barbosa, Aline Michelle da [UNESP]
Dalri, Alexandre Barcellos [UNESP]
Rosalen, David Luciano [UNESP]
dc.subject.por.fl_str_mv Avena sativa L.
biomass
modeling
NDVI
remote sensing
topic Avena sativa L.
biomass
modeling
NDVI
remote sensing
description One of the benefits of irrigation with wastewater in agriculture is the reduction in the use of mineral fertilizers and the increase in crop yield. For wastewater application, the use of remote sensing can help to define specific management areas. The aim of this study was to evaluate the yield and the growth of irrigated white oats (Avena sativa L.) with varying treated sewage effluent (TSE) levels. These attributes were then correlated with Normalized Difference Vegetation Index (NDVI) values obtained at four phenological stages of the crop and used to define critical limits of NDVI. The experiment consisted of five TSE treatments differing in irrigation depths (11, 31, 60, 87, and 100%). Mean NDVI values in the crop were determined with an active terrestrial sensor (GreenSeeker), which were then correlated with height, maximum leaf area index (LAI), panicles per square meter, number of grains per panicle, grain mass, grain yield (GY), and biomass yield (BY). In order to define the NDVI critical limits, NDVI values were generated as a function of relative BY in four phenological stages; NDVI values at 90% and 110% of relative BY were considered critical. Maximum GY (5.775 kg. ha(-1)) and BY (20,731 kg.ha(-1)) of white oats were achieved with TSE-induced nitrogen rates of 45 kg.ha(-1) and 88 kg. ha(-1), respectively. NDVI readings were highly correlated (greater than 0.85) with growth and yield of white oats. In this study, we defined the critical NDVI limits of white oats and obtained maximum precision at the phenological stage 10.5.4.
publishDate 2019
dc.date.none.fl_str_mv 2019-10-01
2020-12-10T19:43:59Z
2020-12-10T19:43:59Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1590/1678-4499.20190082
Bragantia. Campinas: Inst Agronomico, v. 78, n. 4, p. 553-563, 2019.
0006-8705
http://hdl.handle.net/11449/196410
10.1590/1678-4499.20190082
S0006-87052019000400553
WOS:000502806300008
S0006-87052019000400553.pdf
url http://dx.doi.org/10.1590/1678-4499.20190082
http://hdl.handle.net/11449/196410
identifier_str_mv Bragantia. Campinas: Inst Agronomico, v. 78, n. 4, p. 553-563, 2019.
0006-8705
10.1590/1678-4499.20190082
S0006-87052019000400553
WOS:000502806300008
S0006-87052019000400553.pdf
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Bragantia
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 553-563
application/pdf
dc.publisher.none.fl_str_mv Inst Agronomico
publisher.none.fl_str_mv Inst Agronomico
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv repositoriounesp@unesp.br
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