Metodologia para a implantação da viticultura de precisão na região de Santa Maria: fase de prospecção de campo

Detalhes bibliográficos
Autor(a) principal: Silva, Juliano Reis da
Data de Publicação: 2023
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Manancial - Repositório Digital da UFSM
Texto Completo: http://repositorio.ufsm.br/handle/1/28935
Resumo: The general objective of this work was to analyze and establish basis of a methodology to deploy precision viticulture in Santa Maria region. The specific objectives were: to correlate the spatial variability of the productivity to the spatial variability of the soil chemical parameters and vigor and NDVI parameters; diagnostic, identify and georeference the spatial variability of the productivity; and to assist the producer regarding the management of the field data through the use of precision agriculture tools. This research took place at Velho Amâncio Winery, in Itaara, the orchard had 1,23 ha (Latitude 29°39'10.16"S, Longitude 53°46'7.90"W). It was used a sampling grid of 50 points, where georefenced soil samples, vigor measurements and spectroradiometry measurements were taken. Spatial variability maps were made for all the researched parameters, and the vegetation indices were correlated through the Pearson correlation coefficient, at 5% level. The level of vigor, NDVI and productivity maps conformity was stablished by Kappa index. I was not possible to verify relation between the spatial variability of productivity and the spatial variability of soil chemical parameters. There was no relation between vigor, NDVI and productivity maps. It was possible to diagnose, identify and georeference the spatial variability of productivity. The results acquired by the PA tools and methodologies, were important to assist the producer in the activity management.
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spelling 2023-05-03T19:50:17Z2023-05-03T19:50:17Z2023-01-27http://repositorio.ufsm.br/handle/1/28935The general objective of this work was to analyze and establish basis of a methodology to deploy precision viticulture in Santa Maria region. The specific objectives were: to correlate the spatial variability of the productivity to the spatial variability of the soil chemical parameters and vigor and NDVI parameters; diagnostic, identify and georeference the spatial variability of the productivity; and to assist the producer regarding the management of the field data through the use of precision agriculture tools. This research took place at Velho Amâncio Winery, in Itaara, the orchard had 1,23 ha (Latitude 29°39'10.16"S, Longitude 53°46'7.90"W). It was used a sampling grid of 50 points, where georefenced soil samples, vigor measurements and spectroradiometry measurements were taken. Spatial variability maps were made for all the researched parameters, and the vegetation indices were correlated through the Pearson correlation coefficient, at 5% level. The level of vigor, NDVI and productivity maps conformity was stablished by Kappa index. I was not possible to verify relation between the spatial variability of productivity and the spatial variability of soil chemical parameters. There was no relation between vigor, NDVI and productivity maps. It was possible to diagnose, identify and georeference the spatial variability of productivity. The results acquired by the PA tools and methodologies, were important to assist the producer in the activity management.O objetivo geral deste trabalho foi analisar e estabelecer bases para a criação da metodologia de implantação da viticultura de precisão na região de Santa Maria. Os objetivos específicos foram: correlacionar a variabilidade espacial da produtividade à variabilidade espacial dos parâmetros químicos do solo e a variabilidade do vigor e NDVI; Diagnosticar, identificar e georreferenciar a variabilidade espacial da produtividade; e Auxiliar o produtor quanto ao gerenciamento das informações de campo por meio de ferramentas e metodologias utilizadas em agricultura de precisão. A pesquisa foi realizada na Vinícola Velho Amâncio, no município de Itaara, em um pomar de 1,23 ha (Latitude 29°39'10.16"S, Longitude 53°46'7.90"W). Foi estabelecida uma malha amostral com 50 pontos utilizando-se o aplicativo Google Earth. Foram realizadas amostras de solo georreferenciadas, medidas de vigor vegetativo e leituras espectrorradiométricas para os 50 pontos. Foram elaborados mapas de variabilidade espacial para todos os parâmetros pesquisados e as correlações entre os parâmetros foram avaliadas através do coeficiente de correlação de Pearson, ao nível de 5%. O nível de concordância entre os mapas de vigor, NDVI e produtividade foi avaliado pelo índice de Kappa. Não foi possível estabelecer relação entre a variabilidade espacial da produtividade e a variabilidade espacial dos parâmetros químicos do solo. Não houve concordância entre os mapas de vigor, NDVI e produtividade. Foi possível diagnosticar, identificar e georreferenciar a variabilidade espacial da produtividade. Os resultados obtidos pelas ferramentas e metodologias de AP, foram importantes para auxiliar o produtor no gerenciamento da atividade.porUniversidade Federal de Santa MariaColégio Politécnico da UFSMPrograma de Pós-Graduação em Agricultura de PrecisãoUFSMBrasilAgronomiaAttribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessViticultura de precisãoAgricultura de precisãoSensoriamento remotoPrecision viticulturePrecision agricultureRemote sensingCNPQ::CIENCIAS AGRARIAS::AGRONOMIAMetodologia para a implantação da viticultura de precisão na região de Santa Maria: fase de prospecção de campoMethodology to deploy precision viticulture in Santa Maria region: field prospection phaseinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisGebler, Lucianohttp://lattes.cnpq.br/3800729962480769Amaral, Lúcio de PaulaJunges, Emanuelehttp://lattes.cnpq.br/6441161856043995Silva, Juliano Reis da50010000000960060060060060094ca0a76-e24e-4624-b0be-b9fd9a290971857983e7-f9c8-4e57-bae7-41ab466ca5d033470aed-dfdc-4440-a1e6-7efdad394973c3b1b48d-949a-4cd4-96a7-46780e2b4219reponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMORIGINALDIS_PPGAP_2023_SILVA_JULIANO.pdfDIS_PPGAP_2023_SILVA_JULIANO.pdfDissertação de mestradoapplication/pdf2683416http://repositorio.ufsm.br/bitstream/1/28935/1/DIS_PPGAP_2023_SILVA_JULIANO.pdfd70b4660f53f9b2906ceb3e4b288ceabMD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8805http://repositorio.ufsm.br/bitstream/1/28935/2/license_rdf4460e5956bc1d1639be9ae6146a50347MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-81956http://repositorio.ufsm.br/bitstream/1/28935/3/license.txt2f0571ecee68693bd5cd3f17c1e075dfMD531/289352023-05-03 16:50:17.184oai:repositorio.ufsm.br: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ório Institucionalhttp://repositorio.ufsm.br/PUBhttp://repositorio.ufsm.br/oai/requestopendoar:39132023-05-03T19:50:17Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.por.fl_str_mv Metodologia para a implantação da viticultura de precisão na região de Santa Maria: fase de prospecção de campo
dc.title.alternative.eng.fl_str_mv Methodology to deploy precision viticulture in Santa Maria region: field prospection phase
title Metodologia para a implantação da viticultura de precisão na região de Santa Maria: fase de prospecção de campo
spellingShingle Metodologia para a implantação da viticultura de precisão na região de Santa Maria: fase de prospecção de campo
Silva, Juliano Reis da
Viticultura de precisão
Agricultura de precisão
Sensoriamento remoto
Precision viticulture
Precision agriculture
Remote sensing
CNPQ::CIENCIAS AGRARIAS::AGRONOMIA
title_short Metodologia para a implantação da viticultura de precisão na região de Santa Maria: fase de prospecção de campo
title_full Metodologia para a implantação da viticultura de precisão na região de Santa Maria: fase de prospecção de campo
title_fullStr Metodologia para a implantação da viticultura de precisão na região de Santa Maria: fase de prospecção de campo
title_full_unstemmed Metodologia para a implantação da viticultura de precisão na região de Santa Maria: fase de prospecção de campo
title_sort Metodologia para a implantação da viticultura de precisão na região de Santa Maria: fase de prospecção de campo
author Silva, Juliano Reis da
author_facet Silva, Juliano Reis da
author_role author
dc.contributor.advisor1.fl_str_mv Gebler, Luciano
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/3800729962480769
dc.contributor.referee1.fl_str_mv Amaral, Lúcio de Paula
dc.contributor.referee2.fl_str_mv Junges, Emanuele
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/6441161856043995
dc.contributor.author.fl_str_mv Silva, Juliano Reis da
contributor_str_mv Gebler, Luciano
Amaral, Lúcio de Paula
Junges, Emanuele
dc.subject.por.fl_str_mv Viticultura de precisão
Agricultura de precisão
Sensoriamento remoto
topic Viticultura de precisão
Agricultura de precisão
Sensoriamento remoto
Precision viticulture
Precision agriculture
Remote sensing
CNPQ::CIENCIAS AGRARIAS::AGRONOMIA
dc.subject.eng.fl_str_mv Precision viticulture
Precision agriculture
Remote sensing
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS AGRARIAS::AGRONOMIA
description The general objective of this work was to analyze and establish basis of a methodology to deploy precision viticulture in Santa Maria region. The specific objectives were: to correlate the spatial variability of the productivity to the spatial variability of the soil chemical parameters and vigor and NDVI parameters; diagnostic, identify and georeference the spatial variability of the productivity; and to assist the producer regarding the management of the field data through the use of precision agriculture tools. This research took place at Velho Amâncio Winery, in Itaara, the orchard had 1,23 ha (Latitude 29°39'10.16"S, Longitude 53°46'7.90"W). It was used a sampling grid of 50 points, where georefenced soil samples, vigor measurements and spectroradiometry measurements were taken. Spatial variability maps were made for all the researched parameters, and the vegetation indices were correlated through the Pearson correlation coefficient, at 5% level. The level of vigor, NDVI and productivity maps conformity was stablished by Kappa index. I was not possible to verify relation between the spatial variability of productivity and the spatial variability of soil chemical parameters. There was no relation between vigor, NDVI and productivity maps. It was possible to diagnose, identify and georeference the spatial variability of productivity. The results acquired by the PA tools and methodologies, were important to assist the producer in the activity management.
publishDate 2023
dc.date.accessioned.fl_str_mv 2023-05-03T19:50:17Z
dc.date.available.fl_str_mv 2023-05-03T19:50:17Z
dc.date.issued.fl_str_mv 2023-01-27
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://repositorio.ufsm.br/handle/1/28935
url http://repositorio.ufsm.br/handle/1/28935
dc.language.iso.fl_str_mv por
language por
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dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
Colégio Politécnico da UFSM
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Agricultura de Precisão
dc.publisher.initials.fl_str_mv UFSM
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Agronomia
publisher.none.fl_str_mv Universidade Federal de Santa Maria
Colégio Politécnico da UFSM
dc.source.none.fl_str_mv reponame:Manancial - Repositório Digital da UFSM
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