Módulo computacional para delineamento de mapas de aplicação de calcário a partir dos atributos químicos do solo

Detalhes bibliográficos
Autor(a) principal: Moreira, Wendel Kaian Oliveira
Data de Publicação: 2019
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações do UNIOESTE
Texto Completo: http://tede.unioeste.br/handle/tede/4471
Resumo: With the growth of the world population, Brazilian and world agriculture have the challenge of producing more, with greater profitability and competitiveness. Considering that about 30% of the total area of the planet consists of acid soils and 50% of these are arable, this could mean serious limitation for agricultural production in many regions of the world. In this sense, precision agriculture is one of the technologies adopted in the modernization processes of agriculture, and consists of a set of technologies for the localized application of the correct quantity of the production inputs, at the right time, in the right place, based on the topography and spatial variability soil and cultural attributes. Therefore, the recommendation of agricultural inputs in the necessary quantity, without compromising the productivity of the crops, becomes an important tool for the farmer and consequently, the appropriate recommendation of limestone. In order to perform this practice rationally, it is necessary to establish the appropriate quantity of limestone for the agricultural operation, based on the chemical and physical attributes of the soil. Liming will neutralize acidity, raise pH, reduce toxic elements and increase polyvalent cations. Thus, the objective of this work was to develop a computational module (AgDataBox-Map-Aplic) capable of recommending the amount of limestone considering the chemical attributes of the soil of each sampling point. For this, the following methods of calculating the required limestone were selected: Method 1: neutralization of exchangeable aluminum; Method 2: exchangeable Al3+ neutralization and elevation of base cations (Ca2+ and Mg2+); and Method 3: base saturation. The modeling of the system was in UML diagrams (Unified modeling language), in order to specify in detail its functionalities. To evaluate the module, two traditional techniques were compared (Traditional Thematic Map (TTM) and management zones (MZs)) for the construction of the thematic map of localized limestone application with data from three commercial agricultural areas (western Paraná State, Brazil) and three calculation methods of limestone requirement. The lowest mean amounts of limestone (𝑄𝐶̅̅̅̅) were always obtained by application in MZs, with doses calculated by the median. In the evaluation of the quality of the ZMs, the indexes VR, FPI, MPE, ICVI, SI% and IF% were used; in the consonance comparison between TTM and MZs, K, T and EG indexes. The outlining with two classes presented the best results. The results obtained by means of the ADB-Map- Applications presented a high correlation (R2 of 0.99) compared to the values observed in spreadsheet.
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spelling Souza , Eduardo Godoy dehttp://lattes.cnpq.br/8600401135679947Nobrega, Lucia Helena Pereirahttp://lattes.cnpq.br/2552745125692670Gavioli , Alanhttp://lattes.cnpq.br/3689948487608659Maggi , Marcio Furlanhttp://lattes.cnpq.br/8677221771738301Mercante, Eriveltohttp://lattes.cnpq.br/4061800207647478http://lattes.cnpq.br/2552745125692670Moreira, Wendel Kaian Oliveira2019-09-23T12:38:36Z2019-02-18Moreira, Wendel Kaian Oliveira. Módulo computacional para delineamento de mapas de aplicação de calcário a partir dos atributos químicos do solo. 2019. 112 f. Dissertação( Mestrado em Engenharia Agrícola) - Universidade Estadual do Oeste do Paraná, Cascavel, 2019.http://tede.unioeste.br/handle/tede/4471With the growth of the world population, Brazilian and world agriculture have the challenge of producing more, with greater profitability and competitiveness. Considering that about 30% of the total area of the planet consists of acid soils and 50% of these are arable, this could mean serious limitation for agricultural production in many regions of the world. In this sense, precision agriculture is one of the technologies adopted in the modernization processes of agriculture, and consists of a set of technologies for the localized application of the correct quantity of the production inputs, at the right time, in the right place, based on the topography and spatial variability soil and cultural attributes. Therefore, the recommendation of agricultural inputs in the necessary quantity, without compromising the productivity of the crops, becomes an important tool for the farmer and consequently, the appropriate recommendation of limestone. In order to perform this practice rationally, it is necessary to establish the appropriate quantity of limestone for the agricultural operation, based on the chemical and physical attributes of the soil. Liming will neutralize acidity, raise pH, reduce toxic elements and increase polyvalent cations. Thus, the objective of this work was to develop a computational module (AgDataBox-Map-Aplic) capable of recommending the amount of limestone considering the chemical attributes of the soil of each sampling point. For this, the following methods of calculating the required limestone were selected: Method 1: neutralization of exchangeable aluminum; Method 2: exchangeable Al3+ neutralization and elevation of base cations (Ca2+ and Mg2+); and Method 3: base saturation. The modeling of the system was in UML diagrams (Unified modeling language), in order to specify in detail its functionalities. To evaluate the module, two traditional techniques were compared (Traditional Thematic Map (TTM) and management zones (MZs)) for the construction of the thematic map of localized limestone application with data from three commercial agricultural areas (western Paraná State, Brazil) and three calculation methods of limestone requirement. The lowest mean amounts of limestone (𝑄𝐶̅̅̅̅) were always obtained by application in MZs, with doses calculated by the median. In the evaluation of the quality of the ZMs, the indexes VR, FPI, MPE, ICVI, SI% and IF% were used; in the consonance comparison between TTM and MZs, K, T and EG indexes. The outlining with two classes presented the best results. The results obtained by means of the ADB-Map- Applications presented a high correlation (R2 of 0.99) compared to the values observed in spreadsheet.Com o crescimento da população mundial, a agricultura tem como desafio produzir mais, com lucratividade e competitividade. Considerando que cerca de 30% da área total do planeta consiste em solos ácidos e, desses, 50% são cultiváveis, tal fato poderia significar séria limitação para a produção agrícola em muitas regiões do mundo. Nesse sentido, a agricultura de precisão é uma das tecnologias adotadas nos processos de modernização da agricultura e consiste em um conjunto de tecnologias para a aplicação localizada da quantidade correta dos insumos, no momento adequado, no lugar certo, com base na variabilidade espacial dos atributos topográficos, do solo e da cultura. Sendo assim, a recomendação de insumos agrícolas na quantidade necessária, sem comprometer a produtividade das culturas, torna-se uma importante ferramenta para o agricultor e, consequentemente, a recomendação adequada de calcário torna-se importante. Para se executar racionalmente essa prática, é necessário estabelecer a quantidade adequada de calcário para a operação agrícola, com base nos atributos químicos e físicos do solo. A calagem visa neutralizar a acidez, elevar o pH, reduzir os elementos tóxicos e aumentar os cátions polivalentes. Diante disso, o objetivo deste trabalho foi desenvolver um módulo computacional (AgDataBox-Map-Aplic), capaz de recomendar a quantidade de calcário, levando em consideração os atributos químicos do solo de cada ponto amostral. Para isso, foram selecionados os seguintes métodos de cálculo de necessidade de calcário: Método 1: neutralização do alumínio trocável; Método 2: neutralização do Al3+ trocável e elevação dos cátions bases (Ca2+ e Mg2+); e Método 3: saturação por bases. A modelagem do sistema foi em diagramas UML (Unified modeling language), com intuito de especificar detalhadamente as suas funcionalidades. Para avaliação do módulo, foram comparadas duas técnicas (mapas temáticos tradicionais (MTT) e zonas de manejo (MZs) de construção do mapa temático de aplicação localizada de calcário, utilizando dados de três áreas agrícolas comerciais (oeste do Estado do Paraná, Brasil) e três métodos de cálculo de necessidade de calcário. As menores quantidades médias de calcário (𝑄𝐶̅̅̅̅) foram sempre obtidas pela aplicação em MZs, com doses calculadas pela mediana. Na avaliação da qualidade das ZMs, foram utilizados os índices VR, FPI, MPE, ICVI, SI% e IF%; na comparação da concordância entre as MTT e as MZs, foram utilizados os índices K, T, EG. O delineamento com duas classes apresentou os melhores resultados. Os valores obtidos, por meio do ADB-Map-Aplic, apresentaram alta correlação (R2 de 0.99), em comparação com os valores observados em planilha eletrônica.Submitted by Edineia Teixeira (edineia.teixeira@unioeste.br) on 2019-09-23T12:38:36Z No. of bitstreams: 2 Wendel_Moreira_2019.pdf: 5719115 bytes, checksum: 2aeeec8292749aad1e2a77983c1602e4 (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Made available in DSpace on 2019-09-23T12:38:36Z (GMT). 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dc.title.por.fl_str_mv Módulo computacional para delineamento de mapas de aplicação de calcário a partir dos atributos químicos do solo
dc.title.alternative.eng.fl_str_mv Computational module for delineation of limestone application maps based on the soil chemical attributes
title Módulo computacional para delineamento de mapas de aplicação de calcário a partir dos atributos químicos do solo
spellingShingle Módulo computacional para delineamento de mapas de aplicação de calcário a partir dos atributos químicos do solo
Moreira, Wendel Kaian Oliveira
Agricultura de precisão
Correção da acidez
Fertilidade do solo
Software para agricultura
Precision agriculture
Acidity correction
Soil fertility
Software for agriculture
CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
title_short Módulo computacional para delineamento de mapas de aplicação de calcário a partir dos atributos químicos do solo
title_full Módulo computacional para delineamento de mapas de aplicação de calcário a partir dos atributos químicos do solo
title_fullStr Módulo computacional para delineamento de mapas de aplicação de calcário a partir dos atributos químicos do solo
title_full_unstemmed Módulo computacional para delineamento de mapas de aplicação de calcário a partir dos atributos químicos do solo
title_sort Módulo computacional para delineamento de mapas de aplicação de calcário a partir dos atributos químicos do solo
author Moreira, Wendel Kaian Oliveira
author_facet Moreira, Wendel Kaian Oliveira
author_role author
dc.contributor.advisor1.fl_str_mv Souza , Eduardo Godoy de
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/8600401135679947
dc.contributor.advisor-co1.fl_str_mv Nobrega, Lucia Helena Pereira
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/2552745125692670
dc.contributor.referee1.fl_str_mv Gavioli , Alan
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/3689948487608659
dc.contributor.referee2.fl_str_mv Maggi , Marcio Furlan
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/8677221771738301
dc.contributor.referee3.fl_str_mv Mercante, Erivelto
dc.contributor.referee3Lattes.fl_str_mv http://lattes.cnpq.br/4061800207647478
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/2552745125692670
dc.contributor.author.fl_str_mv Moreira, Wendel Kaian Oliveira
contributor_str_mv Souza , Eduardo Godoy de
Nobrega, Lucia Helena Pereira
Gavioli , Alan
Maggi , Marcio Furlan
Mercante, Erivelto
dc.subject.por.fl_str_mv Agricultura de precisão
Correção da acidez
Fertilidade do solo
Software para agricultura
topic Agricultura de precisão
Correção da acidez
Fertilidade do solo
Software para agricultura
Precision agriculture
Acidity correction
Soil fertility
Software for agriculture
CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
dc.subject.eng.fl_str_mv Precision agriculture
Acidity correction
Soil fertility
Software for agriculture
dc.subject.cnpq.fl_str_mv CIENCIAS AGRARIAS::ENGENHARIA AGRICOLA
description With the growth of the world population, Brazilian and world agriculture have the challenge of producing more, with greater profitability and competitiveness. Considering that about 30% of the total area of the planet consists of acid soils and 50% of these are arable, this could mean serious limitation for agricultural production in many regions of the world. In this sense, precision agriculture is one of the technologies adopted in the modernization processes of agriculture, and consists of a set of technologies for the localized application of the correct quantity of the production inputs, at the right time, in the right place, based on the topography and spatial variability soil and cultural attributes. Therefore, the recommendation of agricultural inputs in the necessary quantity, without compromising the productivity of the crops, becomes an important tool for the farmer and consequently, the appropriate recommendation of limestone. In order to perform this practice rationally, it is necessary to establish the appropriate quantity of limestone for the agricultural operation, based on the chemical and physical attributes of the soil. Liming will neutralize acidity, raise pH, reduce toxic elements and increase polyvalent cations. Thus, the objective of this work was to develop a computational module (AgDataBox-Map-Aplic) capable of recommending the amount of limestone considering the chemical attributes of the soil of each sampling point. For this, the following methods of calculating the required limestone were selected: Method 1: neutralization of exchangeable aluminum; Method 2: exchangeable Al3+ neutralization and elevation of base cations (Ca2+ and Mg2+); and Method 3: base saturation. The modeling of the system was in UML diagrams (Unified modeling language), in order to specify in detail its functionalities. To evaluate the module, two traditional techniques were compared (Traditional Thematic Map (TTM) and management zones (MZs)) for the construction of the thematic map of localized limestone application with data from three commercial agricultural areas (western Paraná State, Brazil) and three calculation methods of limestone requirement. The lowest mean amounts of limestone (𝑄𝐶̅̅̅̅) were always obtained by application in MZs, with doses calculated by the median. In the evaluation of the quality of the ZMs, the indexes VR, FPI, MPE, ICVI, SI% and IF% were used; in the consonance comparison between TTM and MZs, K, T and EG indexes. The outlining with two classes presented the best results. The results obtained by means of the ADB-Map- Applications presented a high correlation (R2 of 0.99) compared to the values observed in spreadsheet.
publishDate 2019
dc.date.accessioned.fl_str_mv 2019-09-23T12:38:36Z
dc.date.issued.fl_str_mv 2019-02-18
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 Moreira, Wendel Kaian Oliveira. Módulo computacional para delineamento de mapas de aplicação de calcário a partir dos atributos químicos do solo. 2019. 112 f. Dissertação( Mestrado em Engenharia Agrícola) - Universidade Estadual do Oeste do Paraná, Cascavel, 2019.
dc.identifier.uri.fl_str_mv http://tede.unioeste.br/handle/tede/4471
identifier_str_mv Moreira, Wendel Kaian Oliveira. Módulo computacional para delineamento de mapas de aplicação de calcário a partir dos atributos químicos do solo. 2019. 112 f. Dissertação( Mestrado em Engenharia Agrícola) - Universidade Estadual do Oeste do Paraná, Cascavel, 2019.
url http://tede.unioeste.br/handle/tede/4471
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language por
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dc.relation.confidence.fl_str_mv 600
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dc.relation.department.fl_str_mv 2214374442868382015
dc.relation.cnpq.fl_str_mv 9185445721588761555
dc.relation.sponsorship.fl_str_mv 2075167498588264571
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dc.publisher.none.fl_str_mv Universidade Estadual do Oeste do Paraná
Cascavel
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Engenharia Agrícola
dc.publisher.initials.fl_str_mv UNIOESTE
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Centro de Ciências Exatas e Tecnológicas
publisher.none.fl_str_mv Universidade Estadual do Oeste do Paraná
Cascavel
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repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações do UNIOESTE - Universidade Estadual do Oeste do Paraná (UNIOESTE)
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