Sustainability indicators using multaivariate analysis for irrigation low area of Acaraú Valley, Ceará

Bibliographic Details
Main Author: Lopes, Fernando
Publication Date: 2009
Other Authors: Andrade, Eunice, Aquino, Deodato, Lobato, Francisco, Mendonça, Marcos
Format: Article
Language: eng
Source: Revista ciência agronômica (Online)
Download full: http://periodicos.ufc.br/revistacienciaagronomica/article/view/83877
Summary: This study was carried out to develop an integrated analysis of sustainability determinant factors in the Perímetro Irrigado Baixo Acaraú (PIBAU), Ceará, Brazil. This study was performed by Factor Analysis/Principal Component Analysis (FA/PCA). The approach was developed at two different times: In September/2006, 22 cross-over forms were applied to small farmers; and in July/2007, when the evaluation of farmers’ irrigation systems were performed. The FA/PCA use allowed the identification of the best fit model to explain the sustainability of DIBAU. Five components were identified as responsible for the data structure, explaining 79.14% of the total variance, dissolved previously in 12 dimensions. The first factor (20.77 of variance) pointed to the acknowledgment and the use of agricultural production techniques. The second and the third factors represented a health and environmental group. The last two factors explained 26, 19% of the total variance assigned as irrigation efficiency and environmental education, respectively. Factor analysis reduced the number of variables, since the model best fitted occurred with 12 of the 27 analyzed variables.
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spelling Sustainability indicators using multaivariate analysis for irrigation low area of Acaraú Valley, CearáIndicadores de sustentabilidade do Perímetro Irrigado Baixo Acaraú, Ceará, empregando a análise multivariada This study was carried out to develop an integrated analysis of sustainability determinant factors in the Perímetro Irrigado Baixo Acaraú (PIBAU), Ceará, Brazil. This study was performed by Factor Analysis/Principal Component Analysis (FA/PCA). The approach was developed at two different times: In September/2006, 22 cross-over forms were applied to small farmers; and in July/2007, when the evaluation of farmers’ irrigation systems were performed. The FA/PCA use allowed the identification of the best fit model to explain the sustainability of DIBAU. Five components were identified as responsible for the data structure, explaining 79.14% of the total variance, dissolved previously in 12 dimensions. The first factor (20.77 of variance) pointed to the acknowledgment and the use of agricultural production techniques. The second and the third factors represented a health and environmental group. The last two factors explained 26, 19% of the total variance assigned as irrigation efficiency and environmental education, respectively. Factor analysis reduced the number of variables, since the model best fitted occurred with 12 of the 27 analyzed variables. O objetivo do estudo foi o desenvolvimento de uma análise integrada dos fatores determinantes da sustentabilidade do Perímetro Irrigado Baixo Acaraú (PIBAU), Ceará, pelo emprego da Análise Fatorial/Análise da Componente Principal (AF/ACP). A análise de campo foi realizada em duas etapas: setembro de 2006, com a aplicação de questionários a 22 irrigantes, e julho de 2007, quando foram efetuadas as avaliações dos sistemas de irrigação dos produtores que haviam participado da pesquisa. Pelo emprego da AF/ACP identificou-se que o modelo de melhor ajuste para expressar a sustentabilidade do PIBAU foi aquele composto por cinco fatores, explicando 79,14% da variância total, antes dissolvida em 12 dimensões. O primeiro fator (20,77% da variância total) é indicador do conhecimento e do uso de técnicas de produção agrícola. O segundo e terceiro fatores compõem um indicador relativo à saúde e conservação do meio ambiente. Os dois fatores restantes explicam 26,19% da variância total e são indicadores da eficiência de irrigação e educação ambiental, respectivamente. Outro ponto observado é que a análise fatorial resultou em grande redução no número de variáveis, uma vez que o melhor ajuste do modelo ocorreu com 12 das 27 variáveis analisadas.Revista Ciência Agronômica2009-03-28info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://periodicos.ufc.br/revistacienciaagronomica/article/view/83877Revista Ciência Agronômica; v. 40 n. 1 (2009)1806-66900045-6888reponame:Revista ciência agronômica (Online)instname:Universidade Federal do Ceará (UFC)instacron:UFCenghttp://periodicos.ufc.br/revistacienciaagronomica/article/view/83877/228029Lopes, FernandoAndrade, EuniceAquino, DeodatoLobato, FranciscoMendonça, Marcosinfo:eu-repo/semantics/openAccess2023-02-28T07:08:24Zoai:periodicos.ufc:article/83877Revistahttps://periodicos.ufc.br/revistacienciaagronomicaPUBhttps://periodicos.ufc.br/revistacienciaagronomica/oai||alekdutra@ufc.br|| ccarev@ufc.br1806-66900045-6888opendoar:2023-02-28T07:08:24Revista ciência agronômica (Online) - Universidade Federal do Ceará (UFC)false
dc.title.none.fl_str_mv Sustainability indicators using multaivariate analysis for irrigation low area of Acaraú Valley, Ceará
Indicadores de sustentabilidade do Perímetro Irrigado Baixo Acaraú, Ceará, empregando a análise multivariada
title Sustainability indicators using multaivariate analysis for irrigation low area of Acaraú Valley, Ceará
spellingShingle Sustainability indicators using multaivariate analysis for irrigation low area of Acaraú Valley, Ceará
Lopes, Fernando
title_short Sustainability indicators using multaivariate analysis for irrigation low area of Acaraú Valley, Ceará
title_full Sustainability indicators using multaivariate analysis for irrigation low area of Acaraú Valley, Ceará
title_fullStr Sustainability indicators using multaivariate analysis for irrigation low area of Acaraú Valley, Ceará
title_full_unstemmed Sustainability indicators using multaivariate analysis for irrigation low area of Acaraú Valley, Ceará
title_sort Sustainability indicators using multaivariate analysis for irrigation low area of Acaraú Valley, Ceará
author Lopes, Fernando
author_facet Lopes, Fernando
Andrade, Eunice
Aquino, Deodato
Lobato, Francisco
Mendonça, Marcos
author_role author
author2 Andrade, Eunice
Aquino, Deodato
Lobato, Francisco
Mendonça, Marcos
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Lopes, Fernando
Andrade, Eunice
Aquino, Deodato
Lobato, Francisco
Mendonça, Marcos
description This study was carried out to develop an integrated analysis of sustainability determinant factors in the Perímetro Irrigado Baixo Acaraú (PIBAU), Ceará, Brazil. This study was performed by Factor Analysis/Principal Component Analysis (FA/PCA). The approach was developed at two different times: In September/2006, 22 cross-over forms were applied to small farmers; and in July/2007, when the evaluation of farmers’ irrigation systems were performed. The FA/PCA use allowed the identification of the best fit model to explain the sustainability of DIBAU. Five components were identified as responsible for the data structure, explaining 79.14% of the total variance, dissolved previously in 12 dimensions. The first factor (20.77 of variance) pointed to the acknowledgment and the use of agricultural production techniques. The second and the third factors represented a health and environmental group. The last two factors explained 26, 19% of the total variance assigned as irrigation efficiency and environmental education, respectively. Factor analysis reduced the number of variables, since the model best fitted occurred with 12 of the 27 analyzed variables.
publishDate 2009
dc.date.none.fl_str_mv 2009-03-28
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://periodicos.ufc.br/revistacienciaagronomica/article/view/83877
url http://periodicos.ufc.br/revistacienciaagronomica/article/view/83877
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv http://periodicos.ufc.br/revistacienciaagronomica/article/view/83877/228029
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Revista Ciência Agronômica
publisher.none.fl_str_mv Revista Ciência Agronômica
dc.source.none.fl_str_mv Revista Ciência Agronômica; v. 40 n. 1 (2009)
1806-6690
0045-6888
reponame:Revista ciência agronômica (Online)
instname:Universidade Federal do Ceará (UFC)
instacron:UFC
instname_str Universidade Federal do Ceará (UFC)
instacron_str UFC
institution UFC
reponame_str Revista ciência agronômica (Online)
collection Revista ciência agronômica (Online)
repository.name.fl_str_mv Revista ciência agronômica (Online) - Universidade Federal do Ceará (UFC)
repository.mail.fl_str_mv ||alekdutra@ufc.br|| ccarev@ufc.br
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