Germinação de Jatropha curcas L. sob envelhecimento / salinidade e desenvolvimento do pacote para análise de dados de germinação - GerminaR
Autor(a) principal: | |
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Data de Publicação: | 2017 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Biblioteca Digital de Teses e Dissertações da UFRPE |
Texto Completo: | http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/7277 |
Resumo: | Jatropha curcas L. is a crop with good qualities for biofuel production. It is widely known for its drought resistance characteristics and ability to grow in degraded soils and with low fertility. However, there are few works, studding the conservation of the species to the seed storage conditions and germination under saline conditions. In addition, there is a great difficulty in processing the germination variables, which are highly complex. For this reason, this work had three objectives: (i) generation of a package in the statistical software R for data analysis and graphical presentation of the main variables of seed germination; (ii) evaluate if it is possible to stabilize the loss of seed germinability through the storage reducing the water in the atmosphere; (iii) to evaluate the germinative responses and the initial development of five genotypes of J. curcas from different geographic regions of Brazil in the presence of different concentrations of NaCl. In Chapter 1, a R package was developed and called "GerminaR", which has four main functions, (a) calculation of eleven germination variables;(b) temporal evaluation of germination; (c) graphic expression of results and (d) interactive application "GerminaQuant for R". The software is available both in the installable version for PC, through the R and in the online version for use in any mobile device, without the need of installing the software, and prior knowledge of programming by the user. In Chapter 2, two experiments were carried out, the first one being the study of the maintenance of the viability and biochemical properties caused by the natural aging during the storage of the seeds of Jatropha curcas L. for a period of up to 12 months. The results show that the reduction of moisture in the interstice of the seeds allowed to stabilize the germinability and maintain it viable, besides conserving the oil content until the sixth month, in a similar way were registered with other biochemical characteristics of the seeds, a fact corroborated by the drastic reduction in the respiratory rate and the osmotic potential of the seeds. In the second experiment, five different genotypes of J. curcas and five concentrations of NaCl (0, 50, 75, 100 and 150 mM L-1) were tested in the irrigation water. The data showed that the addition of NaCl had negative effects on most parameters of germination and initial development of seedlings. At the concentration of 150 mM there was only 4% of germination; and the plants had difficult to develop. The mean germination time increased linearly with increasing salt concentrations. In the control treatment, the germination started on the third day, delayed effect in four days on average in the treatment of 150 mM. Although the germination was evaluated up to 150 mM, the biometric and biomass parameters were computed only up to 100 mM. Among these parameters, leaf dry weight, leaf area per plant and total leaf area as well plant height were the main characteristics negatively influenced by salinity. According to the multivariate analyzes, genotypes 114, 171 and 183 were shown to be potentially tolerant while the 218 and 133 sensitive genotypes, result that can be corroborated by the different studied parameters. |
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POMPELLI, Marcelo FranciscoBEZERRA NETO, EgídioSILVA, Cláudia Ulisses de CarvalhoSANTANA, Denise Garcia deCALSA JUNIOR, Terciliohttp://lattes.cnpq.br/8262767246952091ISLA, Flavio Lozano2018-06-07T15:09:31Z2017-02-09ISLA, Flavio Lozano. Germinação de Jatropha curcas L. sob envelhecimento / salinidade e desenvolvimento do pacote para análise de dados de germinação - GerminaR. 2017. 110 f. Dissertação (Programa de Pós-Graduação em Botânica) - Universidade Federal Rural de Pernambuco, Recife.http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/7277Jatropha curcas L. is a crop with good qualities for biofuel production. It is widely known for its drought resistance characteristics and ability to grow in degraded soils and with low fertility. However, there are few works, studding the conservation of the species to the seed storage conditions and germination under saline conditions. In addition, there is a great difficulty in processing the germination variables, which are highly complex. For this reason, this work had three objectives: (i) generation of a package in the statistical software R for data analysis and graphical presentation of the main variables of seed germination; (ii) evaluate if it is possible to stabilize the loss of seed germinability through the storage reducing the water in the atmosphere; (iii) to evaluate the germinative responses and the initial development of five genotypes of J. curcas from different geographic regions of Brazil in the presence of different concentrations of NaCl. In Chapter 1, a R package was developed and called "GerminaR", which has four main functions, (a) calculation of eleven germination variables;(b) temporal evaluation of germination; (c) graphic expression of results and (d) interactive application "GerminaQuant for R". The software is available both in the installable version for PC, through the R and in the online version for use in any mobile device, without the need of installing the software, and prior knowledge of programming by the user. In Chapter 2, two experiments were carried out, the first one being the study of the maintenance of the viability and biochemical properties caused by the natural aging during the storage of the seeds of Jatropha curcas L. for a period of up to 12 months. The results show that the reduction of moisture in the interstice of the seeds allowed to stabilize the germinability and maintain it viable, besides conserving the oil content until the sixth month, in a similar way were registered with other biochemical characteristics of the seeds, a fact corroborated by the drastic reduction in the respiratory rate and the osmotic potential of the seeds. In the second experiment, five different genotypes of J. curcas and five concentrations of NaCl (0, 50, 75, 100 and 150 mM L-1) were tested in the irrigation water. The data showed that the addition of NaCl had negative effects on most parameters of germination and initial development of seedlings. At the concentration of 150 mM there was only 4% of germination; and the plants had difficult to develop. The mean germination time increased linearly with increasing salt concentrations. In the control treatment, the germination started on the third day, delayed effect in four days on average in the treatment of 150 mM. Although the germination was evaluated up to 150 mM, the biometric and biomass parameters were computed only up to 100 mM. Among these parameters, leaf dry weight, leaf area per plant and total leaf area as well plant height were the main characteristics negatively influenced by salinity. According to the multivariate analyzes, genotypes 114, 171 and 183 were shown to be potentially tolerant while the 218 and 133 sensitive genotypes, result that can be corroborated by the different studied parameters.Jatropha curcas L. é uma espécie cujo cultivo apresenta boas características para a produção de biocombustível. É amplamente conhecida pela capacidade de resistência à seca e pela habilidade de crescer em solos degradados e de baixa fertilidade. Entretanto, são escassos os estudos visando a adaptação da espécie à condições de estocagem das sementes e germinação em condições salinas. Além disso, há grande dificuldade de processar os dados das variáveis de germinação, as quais apresentam alta complexidade. Por esta razão, este trabalho teve três objetivos: (i) geração de um pacote no software estatístico R para análise de dados e apresentação gráfica das principais variáveis de germinação de sementes; (ii) avaliar se é possível evitar a perda da germinabilidade das sementes através do processamento com redução da umidade no interstício das sementes; (iii) avaliar as respostas germinativas, bem como o desenvolvimento inicial de cinco genótipos de J. curcas oriundos de diferentes regiões geográficas do Brasil em presença de diferentes concentrações de NaCl. No primeiro capítulo, desenvolveu-se um pacote para o software R chamado “GerminaR”, o qual conta com quatro funções principais, (i) cálculo de 11 variáveis de germinação; (ii) avaliação temporal da germinação; (iii) expressão gráfica dos resultados e (iv) aplicação interativa “GerminaQuant for R”. O software está sendo disponibilizado tanto na versão para PC, através do R quanto na versão online para uso em qualquer dispositivo móvel, sem a necessidade de instalação do software, dispensando o conhecimento prévio de programação por parte do usuário. No capítulo 2 foram realizados dois experimentos, sendo o primeiro o estudo da manutenção da viabilidade e propriedades bioquímicas causadas pelo envelhecimento natural durante a estocagem das sementes de Jatropha curcas L. por um período de até 12 meses. Os resultados mostram que a redução da umidade no interstício das sementes permitiu estabilizar a germinabilidade e manter as sementes viáveis, além de conservar o conteúdo de óleo até o sexto mês, de forma semelhante ao registrado com outras características bioquímicas das sementes, fato corroborado pela redução drástica da taxa respiratória e do potencial osmótico das sementes. No segundo experimento foram testados cinco genótipos de J. curcas e cinco concentrações de NaCl (0, 50, 75, 100 e 150 mM L-1) aplicado na água de irrigação. Os dados mostraram que a adição de NaCl teve efeitos negativos na maioria dos parâmetros de germinação e de desenvolvimento inicial de plântulas. Na concentração do 150 mM.L-1 houve apenas 4% de germinação; entretanto, as plantas não conseguiram se desenvolver. O tempo médio de germinação aumentou linearmente com o aumento das concentrações de sais. No tratamento controle, a germinação iniciou ao terceiro dia, efeito retardado em quatro dias em média a 150 mM.L-1. Embora a germinação fora avaliada até 150 mM.L-1, os parâmetros biométricos e de biomassa foram computados somente até 100 mM.L-1. Dentre estes parâmetros, o peso seco da folha, a área foliar por planta e área foliar total, bem como a altura da planta foram as principais características negativamente influenciadas pela salinidade. De acordo as análises multivariadas, os genótipos 114, 171 e 183 mostraram-se como potencialmente tolerantes enquanto os acessos 218 e 133 foram sensíveis, resultado que pode ser corroborado pelos distintos parâmetros estudados.Submitted by Mario BC (mario@bc.ufrpe.br) on 2018-06-07T15:08:12Z No. of bitstreams: 1 Flavio Lozano Isla.pdf: 3329440 bytes, checksum: a6e8fbfec93ad5b48a03b5f99a867efa (MD5)Made available in DSpace on 2018-06-07T15:09:31Z (GMT). No. of bitstreams: 1 Flavio Lozano Isla.pdf: 3329440 bytes, checksum: a6e8fbfec93ad5b48a03b5f99a867efa (MD5) Previous issue date: 2017-02-09application/pdfporUniversidade Federal Rural de PernambucoPrograma de Pós-Graduação em BotânicaUFRPEBrasilDepartamento de BiologiaGerminaçãoJatropha curcasSoftware GerminaRAnálise de dadosBiocombustívelCIENCIAS BIOLOGICAS::BOTANICAGerminação de Jatropha curcas L. sob envelhecimento / salinidade e desenvolvimento do pacote para análise de dados de germinação - GerminaRinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis-8877188098239082220600600600-2696744535589096700-3406147892414307501info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UFRPEinstname:Universidade Federal Rural de Pernambuco (UFRPE)instacron:UFRPEORIGINALFlavio Lozano Isla.pdfFlavio Lozano Isla.pdfapplication/pdf3329440http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/7277/2/Flavio+Lozano+Isla.pdfa6e8fbfec93ad5b48a03b5f99a867efaMD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/7277/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51tede2/72772018-06-07 12:09:31.418oai:tede2:tede2/7277Tk9UQTogQ09MT1FVRSBBUVVJIEEgU1VBIFBSw5NQUklBIExJQ0VOw4dBCkVzdGEgbGljZW7Dp2EgZGUgZXhlbXBsbyDDqSBmb3JuZWNpZGEgYXBlbmFzIHBhcmEgZmlucyBpbmZvcm1hdGl2b3MuCgpMSUNFTsOHQSBERSBESVNUUklCVUnDh8ODTyBOw4NPLUVYQ0xVU0lWQQoKQ29tIGEgYXByZXNlbnRhw6fDo28gZGVzdGEgbGljZW7Dp2EsIHZvY8OqIChvIGF1dG9yIChlcykgb3UgbyB0aXR1bGFyIGRvcyBkaXJlaXRvcyBkZSBhdXRvcikgY29uY2VkZSDDoCBVbml2ZXJzaWRhZGUgClhYWCAoU2lnbGEgZGEgVW5pdmVyc2lkYWRlKSBvIGRpcmVpdG8gbsOjby1leGNsdXNpdm8gZGUgcmVwcm9kdXppciwgIHRyYWR1emlyIChjb25mb3JtZSBkZWZpbmlkbyBhYmFpeG8pLCBlL291IApkaXN0cmlidWlyIGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyAoaW5jbHVpbmRvIG8gcmVzdW1vKSBwb3IgdG9kbyBvIG11bmRvIG5vIGZvcm1hdG8gaW1wcmVzc28gZSBlbGV0csO0bmljbyBlIAplbSBxdWFscXVlciBtZWlvLCBpbmNsdWluZG8gb3MgZm9ybWF0b3Mgw6F1ZGlvIG91IHbDrWRlby4KClZvY8OqIGNvbmNvcmRhIHF1ZSBhIFNpZ2xhIGRlIFVuaXZlcnNpZGFkZSBwb2RlLCBzZW0gYWx0ZXJhciBvIGNvbnRlw7pkbywgdHJhbnNwb3IgYSBzdWEgdGVzZSBvdSBkaXNzZXJ0YcOnw6NvIApwYXJhIHF1YWxxdWVyIG1laW8gb3UgZm9ybWF0byBwYXJhIGZpbnMgZGUgcHJlc2VydmHDp8Ojby4KClZvY8OqIHRhbWLDqW0gY29uY29yZGEgcXVlIGEgU2lnbGEgZGUgVW5pdmVyc2lkYWRlIHBvZGUgbWFudGVyIG1haXMgZGUgdW1hIGPDs3BpYSBhIHN1YSB0ZXNlIG91IApkaXNzZXJ0YcOnw6NvIHBhcmEgZmlucyBkZSBzZWd1cmFuw6dhLCBiYWNrLXVwIGUgcHJlc2VydmHDp8Ojby4KClZvY8OqIGRlY2xhcmEgcXVlIGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyDDqSBvcmlnaW5hbCBlIHF1ZSB2b2PDqiB0ZW0gbyBwb2RlciBkZSBjb25jZWRlciBvcyBkaXJlaXRvcyBjb250aWRvcyAKbmVzdGEgbGljZW7Dp2EuIFZvY8OqIHRhbWLDqW0gZGVjbGFyYSBxdWUgbyBkZXDDs3NpdG8gZGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyBuw6NvLCBxdWUgc2VqYSBkZSBzZXUgCmNvbmhlY2ltZW50bywgaW5mcmluZ2UgZGlyZWl0b3MgYXV0b3JhaXMgZGUgbmluZ3XDqW0uCgpDYXNvIGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyBjb250ZW5oYSBtYXRlcmlhbCBxdWUgdm9jw6ogbsOjbyBwb3NzdWkgYSB0aXR1bGFyaWRhZGUgZG9zIGRpcmVpdG9zIGF1dG9yYWlzLCB2b2PDqiAKZGVjbGFyYSBxdWUgb2J0ZXZlIGEgcGVybWlzc8OjbyBpcnJlc3RyaXRhIGRvIGRldGVudG9yIGRvcyBkaXJlaXRvcyBhdXRvcmFpcyBwYXJhIGNvbmNlZGVyIMOgIFNpZ2xhIGRlIFVuaXZlcnNpZGFkZSAKb3MgZGlyZWl0b3MgYXByZXNlbnRhZG9zIG5lc3RhIGxpY2Vuw6dhLCBlIHF1ZSBlc3NlIG1hdGVyaWFsIGRlIHByb3ByaWVkYWRlIGRlIHRlcmNlaXJvcyBlc3TDoSBjbGFyYW1lbnRlIAppZGVudGlmaWNhZG8gZSByZWNvbmhlY2lkbyBubyB0ZXh0byBvdSBubyBjb250ZcO6ZG8gZGEgdGVzZSBvdSBkaXNzZXJ0YcOnw6NvIG9yYSBkZXBvc2l0YWRhLgoKQ0FTTyBBIFRFU0UgT1UgRElTU0VSVEHDh8ODTyBPUkEgREVQT1NJVEFEQSBURU5IQSBTSURPIFJFU1VMVEFETyBERSBVTSBQQVRST0PDjU5JTyBPVSAKQVBPSU8gREUgVU1BIEFHw4pOQ0lBIERFIEZPTUVOVE8gT1UgT1VUUk8gT1JHQU5JU01PIFFVRSBOw4NPIFNFSkEgQSBTSUdMQSBERSAKVU5JVkVSU0lEQURFLCBWT0PDiiBERUNMQVJBIFFVRSBSRVNQRUlUT1UgVE9ET1MgRSBRVUFJU1FVRVIgRElSRUlUT1MgREUgUkVWSVPDg08gQ09NTyAKVEFNQsOJTSBBUyBERU1BSVMgT0JSSUdBw4fDlUVTIEVYSUdJREFTIFBPUiBDT05UUkFUTyBPVSBBQ09SRE8uCgpBIFNpZ2xhIGRlIFVuaXZlcnNpZGFkZSBzZSBjb21wcm9tZXRlIGEgaWRlbnRpZmljYXIgY2xhcmFtZW50ZSBvIHNldSBub21lIChzKSBvdSBvKHMpIG5vbWUocykgZG8ocykgCmRldGVudG9yKGVzKSBkb3MgZGlyZWl0b3MgYXV0b3JhaXMgZGEgdGVzZSBvdSBkaXNzZXJ0YcOnw6NvLCBlIG7Do28gZmFyw6EgcXVhbHF1ZXIgYWx0ZXJhw6fDo28sIGFsw6ltIGRhcXVlbGFzIApjb25jZWRpZGFzIHBvciBlc3RhIGxpY2Vuw6dhLgo=Biblioteca Digital de Teses e Dissertaçõeshttp://www.tede2.ufrpe.br:8080/tede/PUBhttp://www.tede2.ufrpe.br:8080/oai/requestbdtd@ufrpe.br ||bdtd@ufrpe.bropendoar:2024-05-28T12:35:26.309157Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE)false |
dc.title.por.fl_str_mv |
Germinação de Jatropha curcas L. sob envelhecimento / salinidade e desenvolvimento do pacote para análise de dados de germinação - GerminaR |
title |
Germinação de Jatropha curcas L. sob envelhecimento / salinidade e desenvolvimento do pacote para análise de dados de germinação - GerminaR |
spellingShingle |
Germinação de Jatropha curcas L. sob envelhecimento / salinidade e desenvolvimento do pacote para análise de dados de germinação - GerminaR ISLA, Flavio Lozano Germinação Jatropha curcas Software GerminaR Análise de dados Biocombustível CIENCIAS BIOLOGICAS::BOTANICA |
title_short |
Germinação de Jatropha curcas L. sob envelhecimento / salinidade e desenvolvimento do pacote para análise de dados de germinação - GerminaR |
title_full |
Germinação de Jatropha curcas L. sob envelhecimento / salinidade e desenvolvimento do pacote para análise de dados de germinação - GerminaR |
title_fullStr |
Germinação de Jatropha curcas L. sob envelhecimento / salinidade e desenvolvimento do pacote para análise de dados de germinação - GerminaR |
title_full_unstemmed |
Germinação de Jatropha curcas L. sob envelhecimento / salinidade e desenvolvimento do pacote para análise de dados de germinação - GerminaR |
title_sort |
Germinação de Jatropha curcas L. sob envelhecimento / salinidade e desenvolvimento do pacote para análise de dados de germinação - GerminaR |
author |
ISLA, Flavio Lozano |
author_facet |
ISLA, Flavio Lozano |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
POMPELLI, Marcelo Francisco |
dc.contributor.advisor-co1.fl_str_mv |
BEZERRA NETO, Egídio |
dc.contributor.referee1.fl_str_mv |
SILVA, Cláudia Ulisses de Carvalho |
dc.contributor.referee2.fl_str_mv |
SANTANA, Denise Garcia de |
dc.contributor.referee3.fl_str_mv |
CALSA JUNIOR, Tercilio |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/8262767246952091 |
dc.contributor.author.fl_str_mv |
ISLA, Flavio Lozano |
contributor_str_mv |
POMPELLI, Marcelo Francisco BEZERRA NETO, Egídio SILVA, Cláudia Ulisses de Carvalho SANTANA, Denise Garcia de CALSA JUNIOR, Tercilio |
dc.subject.por.fl_str_mv |
Germinação Jatropha curcas Software GerminaR Análise de dados Biocombustível |
topic |
Germinação Jatropha curcas Software GerminaR Análise de dados Biocombustível CIENCIAS BIOLOGICAS::BOTANICA |
dc.subject.cnpq.fl_str_mv |
CIENCIAS BIOLOGICAS::BOTANICA |
description |
Jatropha curcas L. is a crop with good qualities for biofuel production. It is widely known for its drought resistance characteristics and ability to grow in degraded soils and with low fertility. However, there are few works, studding the conservation of the species to the seed storage conditions and germination under saline conditions. In addition, there is a great difficulty in processing the germination variables, which are highly complex. For this reason, this work had three objectives: (i) generation of a package in the statistical software R for data analysis and graphical presentation of the main variables of seed germination; (ii) evaluate if it is possible to stabilize the loss of seed germinability through the storage reducing the water in the atmosphere; (iii) to evaluate the germinative responses and the initial development of five genotypes of J. curcas from different geographic regions of Brazil in the presence of different concentrations of NaCl. In Chapter 1, a R package was developed and called "GerminaR", which has four main functions, (a) calculation of eleven germination variables;(b) temporal evaluation of germination; (c) graphic expression of results and (d) interactive application "GerminaQuant for R". The software is available both in the installable version for PC, through the R and in the online version for use in any mobile device, without the need of installing the software, and prior knowledge of programming by the user. In Chapter 2, two experiments were carried out, the first one being the study of the maintenance of the viability and biochemical properties caused by the natural aging during the storage of the seeds of Jatropha curcas L. for a period of up to 12 months. The results show that the reduction of moisture in the interstice of the seeds allowed to stabilize the germinability and maintain it viable, besides conserving the oil content until the sixth month, in a similar way were registered with other biochemical characteristics of the seeds, a fact corroborated by the drastic reduction in the respiratory rate and the osmotic potential of the seeds. In the second experiment, five different genotypes of J. curcas and five concentrations of NaCl (0, 50, 75, 100 and 150 mM L-1) were tested in the irrigation water. The data showed that the addition of NaCl had negative effects on most parameters of germination and initial development of seedlings. At the concentration of 150 mM there was only 4% of germination; and the plants had difficult to develop. The mean germination time increased linearly with increasing salt concentrations. In the control treatment, the germination started on the third day, delayed effect in four days on average in the treatment of 150 mM. Although the germination was evaluated up to 150 mM, the biometric and biomass parameters were computed only up to 100 mM. Among these parameters, leaf dry weight, leaf area per plant and total leaf area as well plant height were the main characteristics negatively influenced by salinity. According to the multivariate analyzes, genotypes 114, 171 and 183 were shown to be potentially tolerant while the 218 and 133 sensitive genotypes, result that can be corroborated by the different studied parameters. |
publishDate |
2017 |
dc.date.issued.fl_str_mv |
2017-02-09 |
dc.date.accessioned.fl_str_mv |
2018-06-07T15:09:31Z |
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 |
ISLA, Flavio Lozano. Germinação de Jatropha curcas L. sob envelhecimento / salinidade e desenvolvimento do pacote para análise de dados de germinação - GerminaR. 2017. 110 f. Dissertação (Programa de Pós-Graduação em Botânica) - Universidade Federal Rural de Pernambuco, Recife. |
dc.identifier.uri.fl_str_mv |
http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/7277 |
identifier_str_mv |
ISLA, Flavio Lozano. Germinação de Jatropha curcas L. sob envelhecimento / salinidade e desenvolvimento do pacote para análise de dados de germinação - GerminaR. 2017. 110 f. Dissertação (Programa de Pós-Graduação em Botânica) - Universidade Federal Rural de Pernambuco, Recife. |
url |
http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/7277 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.program.fl_str_mv |
-8877188098239082220 |
dc.relation.confidence.fl_str_mv |
600 600 600 |
dc.relation.department.fl_str_mv |
-2696744535589096700 |
dc.relation.cnpq.fl_str_mv |
-3406147892414307501 |
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 |
Universidade Federal Rural de Pernambuco |
dc.publisher.program.fl_str_mv |
Programa de Pós-Graduação em Botânica |
dc.publisher.initials.fl_str_mv |
UFRPE |
dc.publisher.country.fl_str_mv |
Brasil |
dc.publisher.department.fl_str_mv |
Departamento de Biologia |
publisher.none.fl_str_mv |
Universidade Federal Rural de Pernambuco |
dc.source.none.fl_str_mv |
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Biblioteca Digital de Teses e Dissertações da UFRPE |
bitstream.url.fl_str_mv |
http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/7277/2/Flavio+Lozano+Isla.pdf http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/7277/1/license.txt |
bitstream.checksum.fl_str_mv |
a6e8fbfec93ad5b48a03b5f99a867efa bd3efa91386c1718a7f26a329fdcb468 |
bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 |
repository.name.fl_str_mv |
Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE) |
repository.mail.fl_str_mv |
bdtd@ufrpe.br ||bdtd@ufrpe.br |
_version_ |
1810102248596832256 |