Impacto da cobertura do solo, declividade e precipitação na infiltração e escoamento de água e sedimentos
Autor(a) principal: | |
---|---|
Data de Publicação: | 2022 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Biblioteca Digital de Teses e Dissertações do UNIOESTE |
Texto Completo: | https://tede.unioeste.br/handle/tede/6009 |
Resumo: | The understanding of infiltration and surface runoff processes and their relationships with soil properties is essential for efficient soil and water management. Management systems significantly influence the infiltration of water into the soil, having a direct effect on the triggering of erosive processes, which influence soil and water conservation. Mathematical and statistical modeling is a tool that can estimate infiltration and consequent soil and water losses. The dissertation was divided into two chapters. Chapter 1 aims to simulate under laboratory conditions the effect of slope, rainfall intensity and straw quantity on the infiltration rate and establish a model that describes this behavior through Multiple Regression. Chapter 2 aims to simulate the same events on soil and water losses. For this, Principal Component Analysis was used to denote the influence of these variables in the process and thus, through Multiple Regression, establish a model that describes such an event. The experiment in a 3x3x3 factorial scheme (3, 8 and 20% of slope, 0, 5,10 Mg ha-1 of ground cover, 38.60, 62.40 and 74.48 mm h-1 of rainfall intensity) sought to assess how these changes influence the water infiltration process and, consequently, water and soil losses. The data were statistically analyzed with the aid of the R Studio Software to formulate models that describe the behavior of infiltration and loss of water and soil. The amount of straw had a greater influence on the infiltration rate, compared to precipitation and terrain slope, while precipitation had less influence. The adjusted model presented good quality, explaining 97% of the variability, adjusting itself accurately to the analyzed data at a 5% significance level. Precipitation had a greater influence on water losses, compared to other factors analyzed, while slope had a lesser influence. The fitted model was able to explain 99% of the data variability, with all coefficients significant at 5%. The amount of straw on the surface had a greater influence on soil losses, compared to other factors analyzed. The adjusted model has good quality, explaining 91% of the data variability. |
id |
UNIOESTE-1_6175e09f20ad821ed9f3c0bce6e0ae0e |
---|---|
oai_identifier_str |
oai:tede.unioeste.br:tede/6009 |
network_acronym_str |
UNIOESTE-1 |
network_name_str |
Biblioteca Digital de Teses e Dissertações do UNIOESTE |
repository_id_str |
|
spelling |
Marins, Araceli Ciotti dehttp://lattes.cnpq.br/8167067607247849Marins , Araceli Ciotti dehttp://lattes.cnpq.br/8167067607247849Bassegio, Doglashttp://lattes.cnpq.br/5072156323655419Nava, Daniela Trentinhttp://lattes.cnpq.br/6681448607094595http://lattes.cnpq.br/7257268287275091Vidaletti,Vitória Fenilli2022-05-04T12:44:48Z2022-03-14Marins, Araceli Ciotti de. Impacto da cobertura do solo, declividade e precipitação na infiltração e escoamento de água e sedimentos. 2022. 95 f. Dissertação( Mestrado em Engenharia de Energia na Agricultura) - Universidade Estadual do Oeste do Paraná, Cascavel, 2022.https://tede.unioeste.br/handle/tede/6009The understanding of infiltration and surface runoff processes and their relationships with soil properties is essential for efficient soil and water management. Management systems significantly influence the infiltration of water into the soil, having a direct effect on the triggering of erosive processes, which influence soil and water conservation. Mathematical and statistical modeling is a tool that can estimate infiltration and consequent soil and water losses. The dissertation was divided into two chapters. Chapter 1 aims to simulate under laboratory conditions the effect of slope, rainfall intensity and straw quantity on the infiltration rate and establish a model that describes this behavior through Multiple Regression. Chapter 2 aims to simulate the same events on soil and water losses. For this, Principal Component Analysis was used to denote the influence of these variables in the process and thus, through Multiple Regression, establish a model that describes such an event. The experiment in a 3x3x3 factorial scheme (3, 8 and 20% of slope, 0, 5,10 Mg ha-1 of ground cover, 38.60, 62.40 and 74.48 mm h-1 of rainfall intensity) sought to assess how these changes influence the water infiltration process and, consequently, water and soil losses. The data were statistically analyzed with the aid of the R Studio Software to formulate models that describe the behavior of infiltration and loss of water and soil. The amount of straw had a greater influence on the infiltration rate, compared to precipitation and terrain slope, while precipitation had less influence. The adjusted model presented good quality, explaining 97% of the variability, adjusting itself accurately to the analyzed data at a 5% significance level. Precipitation had a greater influence on water losses, compared to other factors analyzed, while slope had a lesser influence. The fitted model was able to explain 99% of the data variability, with all coefficients significant at 5%. The amount of straw on the surface had a greater influence on soil losses, compared to other factors analyzed. The adjusted model has good quality, explaining 91% of the data variability.O entendimento dos processos de infiltração e escoamento superficial e das suas relações com as propriedades do solo é fundamental para o eficiente manejo do solo e da água. Sistemas de manejo influenciam significativamente na infiltração de água no solo, tendo efeito direto sobre o desencadeamento dos processos erosivos, as quais influenciam na conservação do solo e da água. A modelagem matemática e estatística é uma ferramenta que pode estimar a infiltração e as consequentes perdas de solo e água. A dissertação foi dividida em dois capítulos. O Capítulo 1 tem por finalidade simular em condições de laboratório o efeito da declividade, da intensidade da chuva e da quantidade da palha sobre a taxa de infiltração e estabelecer um modelo que descreva esse comportamento por meio de Regressão Múltipla. O Capítulo 2 tem por finalidade simular os mesmos eventos sobre as perdas de solo e água. Para isso, utilizou-se a Análise de Componentes Principais para denotar a influência dessas variáveis no processo e assim, por meio da Regressão Múltipla estabelecer um modelo que descreva tal evento. O experimento em esquema fatorial 3x3x3 (3, 8 e 20% de declividade, 0, 5,10 Mg ha-1 de cobertura do solo, 38,60; 62,40 e 74,48 mm h-1 de intensidade da chuva) buscou avaliar como essas alterações influenciam no processo de infiltração da água e consequentemente nas perdas de água e solo. Os dados foram analisados estatisticamente com auxílio do Software R Studio para formular os modelos que descrevam o comportamento da infiltração e perda de água e solo. A quantidade de palha teve maior influência sobre a taxa de infiltração, comparada à precipitação e declividade do terreno, ao passo que a precipitação teve menor influência. O modelo ajustado apresentou boa qualidade, chegando a explicar 97% da variabilidade se ajustando com exatidão aos dados analisados ao nível de 5% significância. A precipitação teve maior influência sobre as perdas de água, comparada a outros fatores analisados, ao passo que a declividade teve menor influência. O modelo ajustado conseguiu explicar 99% da variabilidade dos dados, com todos os coeficientes significativos a 5%. A quantidade de palha sobre a superfície teve maior influência sobre as perdas de solo, comparada a outros fatores analisados. O modelo ajustado apresenta boa qualidade, chegando a explicar 91% da variabilidade dos dados.Submitted by Edineia Teixeira (edineia.teixeira@unioeste.br) on 2022-05-04T12:44:48Z No. of bitstreams: 2 Vitória_Vidaletti2022.pdf: 1836938 bytes, checksum: a8c3fd9ecf0fef84d0c7719bba59d99b (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Made available in DSpace on 2022-05-04T12:44:48Z (GMT). No. of bitstreams: 2 Vitória_Vidaletti2022.pdf: 1836938 bytes, checksum: a8c3fd9ecf0fef84d0c7719bba59d99b (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) Previous issue date: 2022-03-14Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfpor6588633818200016417500Universidade Estadual do Oeste do ParanáCascavelPrograma de Pós-Graduação em Engenharia de Energia na AgriculturaUNIOESTEBrasilCentro de Ciências Exatas e Tecnológicashttp://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessManejo do soloPorosidadeProdutividadeSoil ManagementPorosityFertilityAGROENERGIAImpacto da cobertura do solo, declividade e precipitação na infiltração e escoamento de água e sedimentosImpact of soil coverage, slopes and precipitation on the infiltration and drainage of water and sedimentsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis228995808982095474160060060022143744428683820152075167498588264571reponame:Biblioteca Digital de Teses e Dissertações do UNIOESTEinstname:Universidade Estadual do Oeste do Paraná (UNIOESTE)instacron:UNIOESTEORIGINALVitória_Vidaletti2022.pdfVitória_Vidaletti2022.pdfapplication/pdf1836938http://tede.unioeste.br:8080/tede/bitstream/tede/6009/5/Vit%C3%B3ria_Vidaletti2022.pdfa8c3fd9ecf0fef84d0c7719bba59d99bMD55CC-LICENSElicense_urllicense_urltext/plain; charset=utf-843http://tede.unioeste.br:8080/tede/bitstream/tede/6009/2/license_url321f3992dd3875151d8801b773ab32edMD52license_textlicense_texttext/html; charset=utf-80http://tede.unioeste.br:8080/tede/bitstream/tede/6009/3/license_textd41d8cd98f00b204e9800998ecf8427eMD53license_rdflicense_rdfapplication/rdf+xml; charset=utf-80http://tede.unioeste.br:8080/tede/bitstream/tede/6009/4/license_rdfd41d8cd98f00b204e9800998ecf8427eMD54LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://tede.unioeste.br:8080/tede/bitstream/tede/6009/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51tede/60092022-05-04 09:54:54.436oai:tede.unioeste.br:tede/6009Tk9UQTogQ09MT1FVRSBBUVVJIEEgU1VBIFBSw5NQUklBIExJQ0VOw4dBCkVzdGEgbGljZW7Dp2EgZGUgZXhlbXBsbyDDqSBmb3JuZWNpZGEgYXBlbmFzIHBhcmEgZmlucyBpbmZvcm1hdGl2b3MuCgpMSUNFTsOHQSBERSBESVNUUklCVUnDh8ODTyBOw4NPLUVYQ0xVU0lWQQoKQ29tIGEgYXByZXNlbnRhw6fDo28gZGVzdGEgbGljZW7Dp2EsIHZvY8OqIChvIGF1dG9yIChlcykgb3UgbyB0aXR1bGFyIGRvcyBkaXJlaXRvcyBkZSBhdXRvcikgY29uY2VkZSDDoCBVbml2ZXJzaWRhZGUgClhYWCAoU2lnbGEgZGEgVW5pdmVyc2lkYWRlKSBvIGRpcmVpdG8gbsOjby1leGNsdXNpdm8gZGUgcmVwcm9kdXppciwgIHRyYWR1emlyIChjb25mb3JtZSBkZWZpbmlkbyBhYmFpeG8pLCBlL291IApkaXN0cmlidWlyIGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyAoaW5jbHVpbmRvIG8gcmVzdW1vKSBwb3IgdG9kbyBvIG11bmRvIG5vIGZvcm1hdG8gaW1wcmVzc28gZSBlbGV0csO0bmljbyBlIAplbSBxdWFscXVlciBtZWlvLCBpbmNsdWluZG8gb3MgZm9ybWF0b3Mgw6F1ZGlvIG91IHbDrWRlby4KClZvY8OqIGNvbmNvcmRhIHF1ZSBhIFNpZ2xhIGRlIFVuaXZlcnNpZGFkZSBwb2RlLCBzZW0gYWx0ZXJhciBvIGNvbnRlw7pkbywgdHJhbnNwb3IgYSBzdWEgdGVzZSBvdSBkaXNzZXJ0YcOnw6NvIApwYXJhIHF1YWxxdWVyIG1laW8gb3UgZm9ybWF0byBwYXJhIGZpbnMgZGUgcHJlc2VydmHDp8Ojby4KClZvY8OqIHRhbWLDqW0gY29uY29yZGEgcXVlIGEgU2lnbGEgZGUgVW5pdmVyc2lkYWRlIHBvZGUgbWFudGVyIG1haXMgZGUgdW1hIGPDs3BpYSBhIHN1YSB0ZXNlIG91IApkaXNzZXJ0YcOnw6NvIHBhcmEgZmlucyBkZSBzZWd1cmFuw6dhLCBiYWNrLXVwIGUgcHJlc2VydmHDp8Ojby4KClZvY8OqIGRlY2xhcmEgcXVlIGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyDDqSBvcmlnaW5hbCBlIHF1ZSB2b2PDqiB0ZW0gbyBwb2RlciBkZSBjb25jZWRlciBvcyBkaXJlaXRvcyBjb250aWRvcyAKbmVzdGEgbGljZW7Dp2EuIFZvY8OqIHRhbWLDqW0gZGVjbGFyYSBxdWUgbyBkZXDDs3NpdG8gZGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyBuw6NvLCBxdWUgc2VqYSBkZSBzZXUgCmNvbmhlY2ltZW50bywgaW5mcmluZ2UgZGlyZWl0b3MgYXV0b3JhaXMgZGUgbmluZ3XDqW0uCgpDYXNvIGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyBjb250ZW5oYSBtYXRlcmlhbCBxdWUgdm9jw6ogbsOjbyBwb3NzdWkgYSB0aXR1bGFyaWRhZGUgZG9zIGRpcmVpdG9zIGF1dG9yYWlzLCB2b2PDqiAKZGVjbGFyYSBxdWUgb2J0ZXZlIGEgcGVybWlzc8OjbyBpcnJlc3RyaXRhIGRvIGRldGVudG9yIGRvcyBkaXJlaXRvcyBhdXRvcmFpcyBwYXJhIGNvbmNlZGVyIMOgIFNpZ2xhIGRlIFVuaXZlcnNpZGFkZSAKb3MgZGlyZWl0b3MgYXByZXNlbnRhZG9zIG5lc3RhIGxpY2Vuw6dhLCBlIHF1ZSBlc3NlIG1hdGVyaWFsIGRlIHByb3ByaWVkYWRlIGRlIHRlcmNlaXJvcyBlc3TDoSBjbGFyYW1lbnRlIAppZGVudGlmaWNhZG8gZSByZWNvbmhlY2lkbyBubyB0ZXh0byBvdSBubyBjb250ZcO6ZG8gZGEgdGVzZSBvdSBkaXNzZXJ0YcOnw6NvIG9yYSBkZXBvc2l0YWRhLgoKQ0FTTyBBIFRFU0UgT1UgRElTU0VSVEHDh8ODTyBPUkEgREVQT1NJVEFEQSBURU5IQSBTSURPIFJFU1VMVEFETyBERSBVTSBQQVRST0PDjU5JTyBPVSAKQVBPSU8gREUgVU1BIEFHw4pOQ0lBIERFIEZPTUVOVE8gT1UgT1VUUk8gT1JHQU5JU01PIFFVRSBOw4NPIFNFSkEgQSBTSUdMQSBERSAKVU5JVkVSU0lEQURFLCBWT0PDiiBERUNMQVJBIFFVRSBSRVNQRUlUT1UgVE9ET1MgRSBRVUFJU1FVRVIgRElSRUlUT1MgREUgUkVWSVPDg08gQ09NTyAKVEFNQsOJTSBBUyBERU1BSVMgT0JSSUdBw4fDlUVTIEVYSUdJREFTIFBPUiBDT05UUkFUTyBPVSBBQ09SRE8uCgpBIFNpZ2xhIGRlIFVuaXZlcnNpZGFkZSBzZSBjb21wcm9tZXRlIGEgaWRlbnRpZmljYXIgY2xhcmFtZW50ZSBvIHNldSBub21lIChzKSBvdSBvKHMpIG5vbWUocykgZG8ocykgCmRldGVudG9yKGVzKSBkb3MgZGlyZWl0b3MgYXV0b3JhaXMgZGEgdGVzZSBvdSBkaXNzZXJ0YcOnw6NvLCBlIG7Do28gZmFyw6EgcXVhbHF1ZXIgYWx0ZXJhw6fDo28sIGFsw6ltIGRhcXVlbGFzIApjb25jZWRpZGFzIHBvciBlc3RhIGxpY2Vuw6dhLgo=Biblioteca Digital de Teses e Dissertaçõeshttp://tede.unioeste.br/PUBhttp://tede.unioeste.br/oai/requestbiblioteca.repositorio@unioeste.bropendoar:2022-05-04T12:54:54Biblioteca Digital de Teses e Dissertações do UNIOESTE - Universidade Estadual do Oeste do Paraná (UNIOESTE)false |
dc.title.por.fl_str_mv |
Impacto da cobertura do solo, declividade e precipitação na infiltração e escoamento de água e sedimentos |
dc.title.alternative.eng.fl_str_mv |
Impact of soil coverage, slopes and precipitation on the infiltration and drainage of water and sediments |
title |
Impacto da cobertura do solo, declividade e precipitação na infiltração e escoamento de água e sedimentos |
spellingShingle |
Impacto da cobertura do solo, declividade e precipitação na infiltração e escoamento de água e sedimentos Vidaletti,Vitória Fenilli Manejo do solo Porosidade Produtividade Soil Management Porosity Fertility AGROENERGIA |
title_short |
Impacto da cobertura do solo, declividade e precipitação na infiltração e escoamento de água e sedimentos |
title_full |
Impacto da cobertura do solo, declividade e precipitação na infiltração e escoamento de água e sedimentos |
title_fullStr |
Impacto da cobertura do solo, declividade e precipitação na infiltração e escoamento de água e sedimentos |
title_full_unstemmed |
Impacto da cobertura do solo, declividade e precipitação na infiltração e escoamento de água e sedimentos |
title_sort |
Impacto da cobertura do solo, declividade e precipitação na infiltração e escoamento de água e sedimentos |
author |
Vidaletti,Vitória Fenilli |
author_facet |
Vidaletti,Vitória Fenilli |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
Marins, Araceli Ciotti de |
dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/8167067607247849 |
dc.contributor.referee1.fl_str_mv |
Marins , Araceli Ciotti de |
dc.contributor.referee1Lattes.fl_str_mv |
http://lattes.cnpq.br/8167067607247849 |
dc.contributor.referee2.fl_str_mv |
Bassegio, Doglas |
dc.contributor.referee2Lattes.fl_str_mv |
http://lattes.cnpq.br/5072156323655419 |
dc.contributor.referee3.fl_str_mv |
Nava, Daniela Trentin |
dc.contributor.referee3Lattes.fl_str_mv |
http://lattes.cnpq.br/6681448607094595 |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/7257268287275091 |
dc.contributor.author.fl_str_mv |
Vidaletti,Vitória Fenilli |
contributor_str_mv |
Marins, Araceli Ciotti de Marins , Araceli Ciotti de Bassegio, Doglas Nava, Daniela Trentin |
dc.subject.por.fl_str_mv |
Manejo do solo Porosidade Produtividade |
topic |
Manejo do solo Porosidade Produtividade Soil Management Porosity Fertility AGROENERGIA |
dc.subject.eng.fl_str_mv |
Soil Management Porosity Fertility |
dc.subject.cnpq.fl_str_mv |
AGROENERGIA |
description |
The understanding of infiltration and surface runoff processes and their relationships with soil properties is essential for efficient soil and water management. Management systems significantly influence the infiltration of water into the soil, having a direct effect on the triggering of erosive processes, which influence soil and water conservation. Mathematical and statistical modeling is a tool that can estimate infiltration and consequent soil and water losses. The dissertation was divided into two chapters. Chapter 1 aims to simulate under laboratory conditions the effect of slope, rainfall intensity and straw quantity on the infiltration rate and establish a model that describes this behavior through Multiple Regression. Chapter 2 aims to simulate the same events on soil and water losses. For this, Principal Component Analysis was used to denote the influence of these variables in the process and thus, through Multiple Regression, establish a model that describes such an event. The experiment in a 3x3x3 factorial scheme (3, 8 and 20% of slope, 0, 5,10 Mg ha-1 of ground cover, 38.60, 62.40 and 74.48 mm h-1 of rainfall intensity) sought to assess how these changes influence the water infiltration process and, consequently, water and soil losses. The data were statistically analyzed with the aid of the R Studio Software to formulate models that describe the behavior of infiltration and loss of water and soil. The amount of straw had a greater influence on the infiltration rate, compared to precipitation and terrain slope, while precipitation had less influence. The adjusted model presented good quality, explaining 97% of the variability, adjusting itself accurately to the analyzed data at a 5% significance level. Precipitation had a greater influence on water losses, compared to other factors analyzed, while slope had a lesser influence. The fitted model was able to explain 99% of the data variability, with all coefficients significant at 5%. The amount of straw on the surface had a greater influence on soil losses, compared to other factors analyzed. The adjusted model has good quality, explaining 91% of the data variability. |
publishDate |
2022 |
dc.date.accessioned.fl_str_mv |
2022-05-04T12:44:48Z |
dc.date.issued.fl_str_mv |
2022-03-14 |
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.citation.fl_str_mv |
Marins, Araceli Ciotti de. Impacto da cobertura do solo, declividade e precipitação na infiltração e escoamento de água e sedimentos. 2022. 95 f. Dissertação( Mestrado em Engenharia de Energia na Agricultura) - Universidade Estadual do Oeste do Paraná, Cascavel, 2022. |
dc.identifier.uri.fl_str_mv |
https://tede.unioeste.br/handle/tede/6009 |
identifier_str_mv |
Marins, Araceli Ciotti de. Impacto da cobertura do solo, declividade e precipitação na infiltração e escoamento de água e sedimentos. 2022. 95 f. Dissertação( Mestrado em Engenharia de Energia na Agricultura) - Universidade Estadual do Oeste do Paraná, Cascavel, 2022. |
url |
https://tede.unioeste.br/handle/tede/6009 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.program.fl_str_mv |
2289958089820954741 |
dc.relation.confidence.fl_str_mv |
600 600 600 |
dc.relation.department.fl_str_mv |
2214374442868382015 |
dc.relation.sponsorship.fl_str_mv |
2075167498588264571 |
dc.rights.driver.fl_str_mv |
http://creativecommons.org/licenses/by/4.0/ info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
http://creativecommons.org/licenses/by/4.0/ |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
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 de Energia na Agricultura |
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 |
dc.source.none.fl_str_mv |
reponame:Biblioteca Digital de Teses e Dissertações do UNIOESTE instname:Universidade Estadual do Oeste do Paraná (UNIOESTE) instacron:UNIOESTE |
instname_str |
Universidade Estadual do Oeste do Paraná (UNIOESTE) |
instacron_str |
UNIOESTE |
institution |
UNIOESTE |
reponame_str |
Biblioteca Digital de Teses e Dissertações do UNIOESTE |
collection |
Biblioteca Digital de Teses e Dissertações do UNIOESTE |
bitstream.url.fl_str_mv |
http://tede.unioeste.br:8080/tede/bitstream/tede/6009/5/Vit%C3%B3ria_Vidaletti2022.pdf http://tede.unioeste.br:8080/tede/bitstream/tede/6009/2/license_url http://tede.unioeste.br:8080/tede/bitstream/tede/6009/3/license_text http://tede.unioeste.br:8080/tede/bitstream/tede/6009/4/license_rdf http://tede.unioeste.br:8080/tede/bitstream/tede/6009/1/license.txt |
bitstream.checksum.fl_str_mv |
a8c3fd9ecf0fef84d0c7719bba59d99b 321f3992dd3875151d8801b773ab32ed d41d8cd98f00b204e9800998ecf8427e d41d8cd98f00b204e9800998ecf8427e bd3efa91386c1718a7f26a329fdcb468 |
bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 MD5 |
repository.name.fl_str_mv |
Biblioteca Digital de Teses e Dissertações do UNIOESTE - Universidade Estadual do Oeste do Paraná (UNIOESTE) |
repository.mail.fl_str_mv |
biblioteca.repositorio@unioeste.br |
_version_ |
1801124587175411712 |