Agronomic performance of white oats cultivated under fertigation with treated sewage effluent and definition of critical limits of Normalized Difference Vegetation Index
| Main Author: | |
|---|---|
| Publication Date: | 2019 |
| Other Authors: | , , , |
| 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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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 |
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2019-10-01 2020-12-10T19:43:59Z 2020-12-10T19:43:59Z |
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info:eu-repo/semantics/publishedVersion |
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info:eu-repo/semantics/article |
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article |
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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 |
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eng |
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eng |
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Bragantia |
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info:eu-repo/semantics/openAccess |
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553-563 application/pdf |
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Inst Agronomico |
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Inst Agronomico |
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Web of Science reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
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Universidade Estadual Paulista (UNESP) |
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UNESP |
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