Seleção de grades para mapeamento de plantas espontâneas

Detalhes bibliográficos
Autor(a) principal: Camicia, Ricardo Fernando da Motta
Data de Publicação: 2014
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações do UNIOESTE
Texto Completo: http://tede.unioeste.br:8080/tede/handle/tede/205
Resumo: The adoption of precision agriculture in weed control constitutes an alternative to traditional agriculture, which causes environmental impacts and unnecessary costs when your control is deficient. The maps of spontaneous plants represent the spatial variability of weeds that compete with crops of cultivated fields. The location survey of these plants allows optimizing process control in differentiated application of inputs. The different infestations mapping and location are difficult tasks to be performed on a large scale and require appropriate methodologies. In this context, the present study aimed to evaluate the degree of similarity presented by thematic maps generated by different sampling weed grids in three commercial farming areas, comprising a total area of 23.45 hectares. A counting of monocots and dicots in the 2012/2013 and the 2013/2014 harvests was done before planting soybeans in the town of Realeza, in the west of the state of Paraná, in the fallow period done after a harvest of wheat of both years. A regular grid of 10 x 10 m for invasive sampling was done, which was used as a reference, being made a counting at 1 m² of each sample point, a total of 2344 samples each year, which was compared to regular grids of 30 m and 50 m, generated from deleting data from the standard grid. For soil samples a regular grid of 50 x 50 m was established, comprising 70 composite soil samples, which were submitted to physical and chemical analysis. For the generation of thematic maps, the inverse interpolation of the squared distance, in comparison of maps generated from each grid with the reference map, using the kappa statistic to assess the loss in quality of the maps while reducing the number of sample points. It was observed a poor spatial correlation of the physical and chemical attributes analyzed, with the type of plant wide and narrow leaves; the loss of quality of the maps were lower in 2013 compared to 2012, when reduced the density of sample points. The 30 x 30 m grids described in a satisfactory way the data of wide leaf infestation, and the 50 x 50 m grids described appropriately the infestations of spontaneous narrow leaves, when compared to the standard grid (10 x 10 m).
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spelling Maggi, Marcio FurlanCPF:01673923950http://lattes.cnpq.br/8677221771738301Genú, Aline MarquesCPF:81599862115http://lattes.cnpq.br/9286085119193660Souza, Eduardo Godoy deCPF:04584214808http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4721691H5Coelho, Silvia Renata MachadoCPF:88213943600http://lattes.cnpq.br/3554106124561773CPF:06234772978http://lattes.cnpq.br/0272481745807324Camicia, Ricardo Fernando da Motta2017-05-12T14:47:08Z2015-08-252014-04-07CAMICIA, Ricardo Fernando da Motta. GRADES SELECTION FOR SPONTANEOUS PLANTS MAPPING ABSTRACT. 2014. 74 f. Dissertação (Mestrado em Engenharia) - Universidade Estadual do Oeste do Parana, Cascavel, 2014.http://tede.unioeste.br:8080/tede/handle/tede/205The adoption of precision agriculture in weed control constitutes an alternative to traditional agriculture, which causes environmental impacts and unnecessary costs when your control is deficient. The maps of spontaneous plants represent the spatial variability of weeds that compete with crops of cultivated fields. The location survey of these plants allows optimizing process control in differentiated application of inputs. The different infestations mapping and location are difficult tasks to be performed on a large scale and require appropriate methodologies. In this context, the present study aimed to evaluate the degree of similarity presented by thematic maps generated by different sampling weed grids in three commercial farming areas, comprising a total area of 23.45 hectares. A counting of monocots and dicots in the 2012/2013 and the 2013/2014 harvests was done before planting soybeans in the town of Realeza, in the west of the state of Paraná, in the fallow period done after a harvest of wheat of both years. A regular grid of 10 x 10 m for invasive sampling was done, which was used as a reference, being made a counting at 1 m² of each sample point, a total of 2344 samples each year, which was compared to regular grids of 30 m and 50 m, generated from deleting data from the standard grid. For soil samples a regular grid of 50 x 50 m was established, comprising 70 composite soil samples, which were submitted to physical and chemical analysis. For the generation of thematic maps, the inverse interpolation of the squared distance, in comparison of maps generated from each grid with the reference map, using the kappa statistic to assess the loss in quality of the maps while reducing the number of sample points. It was observed a poor spatial correlation of the physical and chemical attributes analyzed, with the type of plant wide and narrow leaves; the loss of quality of the maps were lower in 2013 compared to 2012, when reduced the density of sample points. The 30 x 30 m grids described in a satisfactory way the data of wide leaf infestation, and the 50 x 50 m grids described appropriately the infestations of spontaneous narrow leaves, when compared to the standard grid (10 x 10 m).A adoção da agricultura de precisão no controle de plantas daninhas constitui-se em alternativa à agricultura tradicional, que provocam impactos ambientais e custos desnecessários, quando seu controle é deficiente. Os mapas de plantas espontâneas representam a variabilidade espacial das plantas infestantes que competem com as culturas de uma área cultivada. O levantamento da localização destas plantas permite otimizar o processo de controle na aplicação diferenciada de insumos. A localização e mapeamento de diferentes infestações são tarefas difíceis de serem executadas em larga escala e requerem metodologias adequadas. Neste contexto, o presente trabalho teve como objetivo avaliar o grau de semelhança apresentado pelos mapas temáticos gerados por diferentes grades amostrais de plantas espontâneas em três áreas agrícolas comerciais, compondo uma área total de 23,45 hectares. Foi feita a contagem de monocotiledôneas e dicotiledôneas nas safras 2012/2013 e 2013/2014, antes do plantio da soja no município de Realeza, Sudoeste do estado do Paraná, período de pousio após a colheita de trigo de ambos os anos. Foi gerada uma grade regular de 10 x 10 m para amostragem das invasoras, utilizada como referência, sendo feita a contagem em 1 m² de cada ponto amostral, totalizando 2344 amostras em cada ano, comparadas com grades regulares de 30 e 50 m, geradas a partir da exclusão de dados da grade padrão. Para as amostras de solo foi estabelecida uma grade regular de 50 x 50 m, perfazendo 70 amostras compostas de solo, as quais foram submetidas a análises físicas e químicas. Para a geração dos mapas temáticos, utilizou-se o interpolador inverso do quadrado da distância, na comparação dos mapas gerados a partir de cada grade com o mapa referência, utilizando-se o índice kappa para avaliar a perda de qualidade dos mapas ao se diminuir o número de pontos amostrais. Observou-se correlação espacial dos atributos físicos e químicos analisados, com as plantas do tipo folhas largas e estreitas; as perdas de qualidade dos mapas foram menores no ano de 2013 em relação ao de 2012, quando reduzida a densidade amostral de pontos. As grades de 30 x 30 m descreveram de forma satisfatória os dados de infestação das folhas largas e as grades de 50 x 50 m descreveram adequadamente as infestações de espontâneas de folhas estreitas, quando comparadas com a grade padrão (10 x 10 m).Made available in DSpace on 2017-05-12T14:47:08Z (GMT). No. of bitstreams: 1 Ricardo_ Camicia.pdf: 2300821 bytes, checksum: e3dce104d0c0f97a5aff314d8619b013 (MD5) Previous issue date: 2014-04-07application/pdfporUniversidade Estadual do Oeste do ParanaPrograma de Pós-Graduação "Stricto Sensu" em Engenharia AgrícolaUNIOESTEBREngenhariaagricultura de precisãogrades amostraiservas daninhasprecision agriculturesample gridsweedsCNPQ::CIENCIAS AGRARIAS::ENGENHARIA AGRICOLASeleção de grades para mapeamento de plantas espontâneasGRADES SELECTION FOR SPONTANEOUS PLANTS MAPPING ABSTRACTinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações do UNIOESTEinstname:Universidade Estadual do Oeste do Paraná (UNIOESTE)instacron:UNIOESTEORIGINALRicardo_ Camicia.pdfapplication/pdf2300821http://tede.unioeste.br:8080/tede/bitstream/tede/205/1/Ricardo_+Camicia.pdfe3dce104d0c0f97a5aff314d8619b013MD51tede/2052017-05-12 11:47:08.159oai:tede.unioeste.br:tede/205Biblioteca Digital de Teses e Dissertaçõeshttp://tede.unioeste.br/PUBhttp://tede.unioeste.br/oai/requestbiblioteca.repositorio@unioeste.bropendoar:2017-05-12T14:47:08Biblioteca Digital de Teses e Dissertações do UNIOESTE - Universidade Estadual do Oeste do Paraná (UNIOESTE)false
dc.title.por.fl_str_mv Seleção de grades para mapeamento de plantas espontâneas
dc.title.alternative.eng.fl_str_mv GRADES SELECTION FOR SPONTANEOUS PLANTS MAPPING ABSTRACT
title Seleção de grades para mapeamento de plantas espontâneas
spellingShingle Seleção de grades para mapeamento de plantas espontâneas
Camicia, Ricardo Fernando da Motta
agricultura de precisão
grades amostrais
ervas daninhas
precision agriculture
sample grids
weeds
CNPQ::CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
title_short Seleção de grades para mapeamento de plantas espontâneas
title_full Seleção de grades para mapeamento de plantas espontâneas
title_fullStr Seleção de grades para mapeamento de plantas espontâneas
title_full_unstemmed Seleção de grades para mapeamento de plantas espontâneas
title_sort Seleção de grades para mapeamento de plantas espontâneas
author Camicia, Ricardo Fernando da Motta
author_facet Camicia, Ricardo Fernando da Motta
author_role author
dc.contributor.advisor1.fl_str_mv Maggi, Marcio Furlan
dc.contributor.advisor1ID.fl_str_mv CPF:01673923950
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/8677221771738301
dc.contributor.referee1.fl_str_mv Genú, Aline Marques
dc.contributor.referee1ID.fl_str_mv CPF:81599862115
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/9286085119193660
dc.contributor.referee2.fl_str_mv Souza, Eduardo Godoy de
dc.contributor.referee2ID.fl_str_mv CPF:04584214808
dc.contributor.referee2Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4721691H5
dc.contributor.referee3.fl_str_mv Coelho, Silvia Renata Machado
dc.contributor.referee3ID.fl_str_mv CPF:88213943600
dc.contributor.referee3Lattes.fl_str_mv http://lattes.cnpq.br/3554106124561773
dc.contributor.authorID.fl_str_mv CPF:06234772978
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/0272481745807324
dc.contributor.author.fl_str_mv Camicia, Ricardo Fernando da Motta
contributor_str_mv Maggi, Marcio Furlan
Genú, Aline Marques
Souza, Eduardo Godoy de
Coelho, Silvia Renata Machado
dc.subject.por.fl_str_mv agricultura de precisão
grades amostrais
ervas daninhas
topic agricultura de precisão
grades amostrais
ervas daninhas
precision agriculture
sample grids
weeds
CNPQ::CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
dc.subject.eng.fl_str_mv precision agriculture
sample grids
weeds
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
description The adoption of precision agriculture in weed control constitutes an alternative to traditional agriculture, which causes environmental impacts and unnecessary costs when your control is deficient. The maps of spontaneous plants represent the spatial variability of weeds that compete with crops of cultivated fields. The location survey of these plants allows optimizing process control in differentiated application of inputs. The different infestations mapping and location are difficult tasks to be performed on a large scale and require appropriate methodologies. In this context, the present study aimed to evaluate the degree of similarity presented by thematic maps generated by different sampling weed grids in three commercial farming areas, comprising a total area of 23.45 hectares. A counting of monocots and dicots in the 2012/2013 and the 2013/2014 harvests was done before planting soybeans in the town of Realeza, in the west of the state of Paraná, in the fallow period done after a harvest of wheat of both years. A regular grid of 10 x 10 m for invasive sampling was done, which was used as a reference, being made a counting at 1 m² of each sample point, a total of 2344 samples each year, which was compared to regular grids of 30 m and 50 m, generated from deleting data from the standard grid. For soil samples a regular grid of 50 x 50 m was established, comprising 70 composite soil samples, which were submitted to physical and chemical analysis. For the generation of thematic maps, the inverse interpolation of the squared distance, in comparison of maps generated from each grid with the reference map, using the kappa statistic to assess the loss in quality of the maps while reducing the number of sample points. It was observed a poor spatial correlation of the physical and chemical attributes analyzed, with the type of plant wide and narrow leaves; the loss of quality of the maps were lower in 2013 compared to 2012, when reduced the density of sample points. The 30 x 30 m grids described in a satisfactory way the data of wide leaf infestation, and the 50 x 50 m grids described appropriately the infestations of spontaneous narrow leaves, when compared to the standard grid (10 x 10 m).
publishDate 2014
dc.date.issued.fl_str_mv 2014-04-07
dc.date.available.fl_str_mv 2015-08-25
dc.date.accessioned.fl_str_mv 2017-05-12T14:47:08Z
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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dc.identifier.citation.fl_str_mv CAMICIA, Ricardo Fernando da Motta. GRADES SELECTION FOR SPONTANEOUS PLANTS MAPPING ABSTRACT. 2014. 74 f. Dissertação (Mestrado em Engenharia) - Universidade Estadual do Oeste do Parana, Cascavel, 2014.
dc.identifier.uri.fl_str_mv http://tede.unioeste.br:8080/tede/handle/tede/205
identifier_str_mv CAMICIA, Ricardo Fernando da Motta. GRADES SELECTION FOR SPONTANEOUS PLANTS MAPPING ABSTRACT. 2014. 74 f. Dissertação (Mestrado em Engenharia) - Universidade Estadual do Oeste do Parana, Cascavel, 2014.
url http://tede.unioeste.br:8080/tede/handle/tede/205
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dc.publisher.program.fl_str_mv Programa de Pós-Graduação "Stricto Sensu" em Engenharia Agrícola
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