Metodologia para a implantação da viticultura de precisão na região de Santa Maria: fase de prospecção de campo
Autor(a) principal: | |
---|---|
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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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 |
format |
masterThesis |
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 |
dc.relation.cnpq.fl_str_mv |
500100000009 |
dc.relation.confidence.fl_str_mv |
600 600 600 600 600 |
dc.relation.authority.fl_str_mv |
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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 instname:Universidade Federal de Santa Maria (UFSM) instacron:UFSM |
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Universidade Federal de Santa Maria (UFSM) |
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Manancial - Repositório Digital da UFSM |
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