Utilização de modelo matemático na busca do manejo sustentável das pastagens naturais

Detalhes bibliográficos
Autor(a) principal: Martins, Carlos Eduardo Nogueira
Data de Publicação: 2011
Tipo de documento: Tese
Idioma: por
Título da fonte: Manancial - Repositório Digital da UFSM
Texto Completo: http://repositorio.ufsm.br/handle/1/4323
Resumo: The objective was to model on a scale spatiotemporal dynamics of rangeland vegetation types characterized by functional when subjected to different disorders, aiming to predict patterns in the vegetation inventory for future analysis of the fractal dimension associated with the model of cellular automata. So, initially evaluated the use of fractal analysis as a tool to determine patterns in a reduced scale of grazing on natural pastures under different managements. The experiment evaluated the effect of grazing and burning disturbances applied in two relief positions in a natural grassland located in Santa Maria-RS. Another area located in Bagé-RS assesses the improvement of natural grassland with the introduction of ryegrass, white clover and birdsfoot trefoil. The diversity of the pasture was derived by Shannon and Equitabilidade indices. The information fractal dimension was calculated by regression between the Shannon index(ε) and ε natural algorithm, and the slope of the fractal dimension information. The results showed that the fractal dimension can be a tool for determining patterns in plant community in small-scale grazing. The limitation of this technique to small scales is the need for a greater number of repetitions. Secondly, we validated a model is spatially explicit empirical predictive vegetation dynamics of a natural grassland subjected to different disorders based on cellular automata using the approach of plant functional types by comparing the model predictions with actual observations of experiments. The simulations were performed in two temporal and spatial scales, small and large. The temporal resolution of monthly simulation was considered when the spatial dimension was 0.0625 square meters, featuring a reduced scale. A wide range was considered when the temporal resolution was annual and the spatial dimension was 306.25 m². The factors were: grazing, absence and presence, he burns the absence and presence and position of relief, slope and lowland. The model consists of a three-dimensional array, the first being characterized by the temporal dimension and the second and third, representing flat two-dimensional space, each cell being a PFT, which changes with each step in time as the composition of cell itself and the eight neighboring cells. The model evaluated proved to be efficient in predicting the dynamics of natural grassland vegetation can be used to simulate different scenarios. However, the limitation of the model is correct in determining the level of disturbance. Finally, we introduced the fractal dimension to the previously mentioned model and simulated the effect of grazing management of the biennial burns or every three years, with each simulation corresponded to 100 iterations with a spatial resolution of 306.25 m² and temporal equal to one year. The level of disturbance adopted to characterize both the grazing and burning was 0.18. In the treatments with burns, the years when it was used the level of disorder was 0.36, corresponding to the sum of grazing disturbance and burning. The treatments were evaluated in relation to two situations of environmental resources (and with great restraint). The evaluation of fractal dimension in spatially explicit model based on cellular automata has proven to be a viable tool to determine patterns and dynamics of plant communities regardless of scale. The model does not adequately simulated the colonization of species, this being a key topic for future studies that use this approach. The use of only two functional types allowed better visualization of results. The determination of the amount of functional types to be used in the simulation will depend on further investigations.
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spelling Utilização de modelo matemático na busca do manejo sustentável das pastagens naturaisUse of mathematical model in the search of sustainable management of natural grasslandsAutômatos celularesDimensão fractalDinâmica vegetacionalPastejoQueimaTipos funcionaisBurnCellular automataFractal dimensionFunctional typesGrazingVegetation dynamicCNPQ::CIENCIAS AGRARIAS::ZOOTECNIAThe objective was to model on a scale spatiotemporal dynamics of rangeland vegetation types characterized by functional when subjected to different disorders, aiming to predict patterns in the vegetation inventory for future analysis of the fractal dimension associated with the model of cellular automata. So, initially evaluated the use of fractal analysis as a tool to determine patterns in a reduced scale of grazing on natural pastures under different managements. The experiment evaluated the effect of grazing and burning disturbances applied in two relief positions in a natural grassland located in Santa Maria-RS. Another area located in Bagé-RS assesses the improvement of natural grassland with the introduction of ryegrass, white clover and birdsfoot trefoil. The diversity of the pasture was derived by Shannon and Equitabilidade indices. The information fractal dimension was calculated by regression between the Shannon index(ε) and ε natural algorithm, and the slope of the fractal dimension information. The results showed that the fractal dimension can be a tool for determining patterns in plant community in small-scale grazing. The limitation of this technique to small scales is the need for a greater number of repetitions. Secondly, we validated a model is spatially explicit empirical predictive vegetation dynamics of a natural grassland subjected to different disorders based on cellular automata using the approach of plant functional types by comparing the model predictions with actual observations of experiments. The simulations were performed in two temporal and spatial scales, small and large. The temporal resolution of monthly simulation was considered when the spatial dimension was 0.0625 square meters, featuring a reduced scale. A wide range was considered when the temporal resolution was annual and the spatial dimension was 306.25 m². The factors were: grazing, absence and presence, he burns the absence and presence and position of relief, slope and lowland. The model consists of a three-dimensional array, the first being characterized by the temporal dimension and the second and third, representing flat two-dimensional space, each cell being a PFT, which changes with each step in time as the composition of cell itself and the eight neighboring cells. The model evaluated proved to be efficient in predicting the dynamics of natural grassland vegetation can be used to simulate different scenarios. However, the limitation of the model is correct in determining the level of disturbance. Finally, we introduced the fractal dimension to the previously mentioned model and simulated the effect of grazing management of the biennial burns or every three years, with each simulation corresponded to 100 iterations with a spatial resolution of 306.25 m² and temporal equal to one year. The level of disturbance adopted to characterize both the grazing and burning was 0.18. In the treatments with burns, the years when it was used the level of disorder was 0.36, corresponding to the sum of grazing disturbance and burning. The treatments were evaluated in relation to two situations of environmental resources (and with great restraint). The evaluation of fractal dimension in spatially explicit model based on cellular automata has proven to be a viable tool to determine patterns and dynamics of plant communities regardless of scale. The model does not adequately simulated the colonization of species, this being a key topic for future studies that use this approach. The use of only two functional types allowed better visualization of results. The determination of the amount of functional types to be used in the simulation will depend on further investigations.O objetivo deste trabalho foi modelar em uma escala espaço-temporal a dinâmica vegetacional de pastagens naturais caracterizada por tipos funcionais quando submetidas a diferentes distúrbios, visando predizer padrões na vegetação de inventários futuros pela análise da dimensão fractal associada ao modelo de autômatos celulares. Assim, inicialmente avaliou-se o emprego da análise fractal como ferramenta na determinação de padrões em uma escala reduzida de pastejo sobre pastagens naturais submetidas a diferentes manejos. O experimento avaliou o efeito dos distúrbios pastejo e queima, aplicados em duas posições de relevo, em uma pastagem natural localizada em Santa Maria-RS. Outra área avaliada localizou-se em Bagé-RS onde foram introduzidos azevém, trevo branco e cornichão na pastagem natural. A diversidade da pastagem foi obtida pelos índices de Shannon e Equitabilidade. A informação da dimensão fractal foi calculada pela regressão entre o índice de Shannon(ε) e o algoritmo natural de ε, sendo a inclinação da linha a informação da dimensão fractal. Os resultados demonstraram que a dimensão fractal pode ser uma ferramenta na determinação de padrões na comunidade vegetal na escala reduzida de pastejo. A limitação do emprego desta técnica para escalas reduzidas é a necessidade de um número maior de repetições. Num segundo momento, validou-se um modelo espacialmente explícito empírico e preditivo da dinâmica vegetacional de uma pastagem natural submetida a diferentes distúrbios. Esse foi baseado em autômatos celulares, utilizando a abordagem de tipos funcionais de plantas, através da comparação das predições do modelo com observações reais de experimentos. As simulações foram realizadas em duas escalas temporais e espaciais, reduzida e ampla. A resolução temporal da simulação foi mensal quando a dimensão espacial considerada foi de 0,0625 m², caracterizando a escala reduzida. A escala ampla foi considerada quando a resolução temporal foi anual e a dimensão espacial foi de 306,25 m². Os fatores testados foram: pastejo, ausência e presença; queima, ausência e presença e posição de relevo, encosta e baixada. O modelo é formado por uma matriz representando duas dimensões espaciais planas, sendo cada célula um PFT, a qual se altera a cada passo no tempo conforme a composição da própria célula e de oito células vizinhas. O modelo avaliado demonstrou eficiência na predição da dinâmica da vegetação da pastagem natural podendo ser utilizado para simular diferentes cenários. Entretanto, a limitação do modelo está na correta determinação do nível de distúrbio. Por fim, avaliou-se a dimensão fractal ao modelo citado anteriormente e simulou-se o efeito do pastejo no manejo da queima bianual ou a cada três anos, sendo que cada simulação correspondeu a 100 iterações com resolução espacial de 306,25 m² e temporal igual a um ano. O nível de distúrbio adotado para caracterizar tanto o pastejo como a queima foi de 0,18. Nos tratamentos com queima, nos anos em que ela foi utilizada, o nível de distúrbio foi de 0,36, correspondendo a soma dos distúrbios pastejo e queima. Os tratamentos foram avaliados em relação a duas situações de recurso ambiental (ótimo e com restrição). A avaliação da dimensão fractal em modelo espacialmente explícitos baseados em autômatos celulares demonstrou ser uma ferramenta viável na determinação de padrões e da dinâmica da comunidade vegetal independente da escala. O modelo não simulou adequadamente a colonização de espécies, sendo este um tema fundamental para futuros trabalhos que utilizarem esta abordagem. A utilização de apenas dois tipos funcionais permitiu uma melhor visualização dos resultados. A determinação da quantidade de tipos funcionais a serem utilizados na simulação dependerá de futuras investigações.Universidade Federal de Santa MariaBRZootecniaUFSMPrograma de Pós-Graduação em ZootecniaQuadros, Fernando Luiz Ferreira dehttp://lattes.cnpq.br/9202266292366562Lovatto, Paulo Albertohttp://lattes.cnpq.br/6602777713142665Pötter, Lucianahttp://lattes.cnpq.br/0683474086643296Pillar, Valerio de Pattahttp://lattes.cnpq.br/0395378007681283Trindade, José Pedro Pereirahttp://lattes.cnpq.br/7976647947215420Martins, Carlos Eduardo Nogueira2017-06-122017-06-122011-02-28info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfapplication/pdfMARTINS, Carlos Eduardo Nogueira. Use of mathematical model in the search of sustainable management of natural grasslands. 2011. 127 f. Tese (Doutorado em Zootecnia) - Universidade Federal de Santa Maria, Santa Maria, 2011.http://repositorio.ufsm.br/handle/1/4323porinfo:eu-repo/semantics/openAccessreponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSM2023-06-16T12:30:05Zoai:repositorio.ufsm.br:1/4323Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/ONGhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.comopendoar:2023-06-16T12:30:05Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.none.fl_str_mv Utilização de modelo matemático na busca do manejo sustentável das pastagens naturais
Use of mathematical model in the search of sustainable management of natural grasslands
title Utilização de modelo matemático na busca do manejo sustentável das pastagens naturais
spellingShingle Utilização de modelo matemático na busca do manejo sustentável das pastagens naturais
Martins, Carlos Eduardo Nogueira
Autômatos celulares
Dimensão fractal
Dinâmica vegetacional
Pastejo
Queima
Tipos funcionais
Burn
Cellular automata
Fractal dimension
Functional types
Grazing
Vegetation dynamic
CNPQ::CIENCIAS AGRARIAS::ZOOTECNIA
title_short Utilização de modelo matemático na busca do manejo sustentável das pastagens naturais
title_full Utilização de modelo matemático na busca do manejo sustentável das pastagens naturais
title_fullStr Utilização de modelo matemático na busca do manejo sustentável das pastagens naturais
title_full_unstemmed Utilização de modelo matemático na busca do manejo sustentável das pastagens naturais
title_sort Utilização de modelo matemático na busca do manejo sustentável das pastagens naturais
author Martins, Carlos Eduardo Nogueira
author_facet Martins, Carlos Eduardo Nogueira
author_role author
dc.contributor.none.fl_str_mv Quadros, Fernando Luiz Ferreira de
http://lattes.cnpq.br/9202266292366562
Lovatto, Paulo Alberto
http://lattes.cnpq.br/6602777713142665
Pötter, Luciana
http://lattes.cnpq.br/0683474086643296
Pillar, Valerio de Patta
http://lattes.cnpq.br/0395378007681283
Trindade, José Pedro Pereira
http://lattes.cnpq.br/7976647947215420
dc.contributor.author.fl_str_mv Martins, Carlos Eduardo Nogueira
dc.subject.por.fl_str_mv Autômatos celulares
Dimensão fractal
Dinâmica vegetacional
Pastejo
Queima
Tipos funcionais
Burn
Cellular automata
Fractal dimension
Functional types
Grazing
Vegetation dynamic
CNPQ::CIENCIAS AGRARIAS::ZOOTECNIA
topic Autômatos celulares
Dimensão fractal
Dinâmica vegetacional
Pastejo
Queima
Tipos funcionais
Burn
Cellular automata
Fractal dimension
Functional types
Grazing
Vegetation dynamic
CNPQ::CIENCIAS AGRARIAS::ZOOTECNIA
description The objective was to model on a scale spatiotemporal dynamics of rangeland vegetation types characterized by functional when subjected to different disorders, aiming to predict patterns in the vegetation inventory for future analysis of the fractal dimension associated with the model of cellular automata. So, initially evaluated the use of fractal analysis as a tool to determine patterns in a reduced scale of grazing on natural pastures under different managements. The experiment evaluated the effect of grazing and burning disturbances applied in two relief positions in a natural grassland located in Santa Maria-RS. Another area located in Bagé-RS assesses the improvement of natural grassland with the introduction of ryegrass, white clover and birdsfoot trefoil. The diversity of the pasture was derived by Shannon and Equitabilidade indices. The information fractal dimension was calculated by regression between the Shannon index(ε) and ε natural algorithm, and the slope of the fractal dimension information. The results showed that the fractal dimension can be a tool for determining patterns in plant community in small-scale grazing. The limitation of this technique to small scales is the need for a greater number of repetitions. Secondly, we validated a model is spatially explicit empirical predictive vegetation dynamics of a natural grassland subjected to different disorders based on cellular automata using the approach of plant functional types by comparing the model predictions with actual observations of experiments. The simulations were performed in two temporal and spatial scales, small and large. The temporal resolution of monthly simulation was considered when the spatial dimension was 0.0625 square meters, featuring a reduced scale. A wide range was considered when the temporal resolution was annual and the spatial dimension was 306.25 m². The factors were: grazing, absence and presence, he burns the absence and presence and position of relief, slope and lowland. The model consists of a three-dimensional array, the first being characterized by the temporal dimension and the second and third, representing flat two-dimensional space, each cell being a PFT, which changes with each step in time as the composition of cell itself and the eight neighboring cells. The model evaluated proved to be efficient in predicting the dynamics of natural grassland vegetation can be used to simulate different scenarios. However, the limitation of the model is correct in determining the level of disturbance. Finally, we introduced the fractal dimension to the previously mentioned model and simulated the effect of grazing management of the biennial burns or every three years, with each simulation corresponded to 100 iterations with a spatial resolution of 306.25 m² and temporal equal to one year. The level of disturbance adopted to characterize both the grazing and burning was 0.18. In the treatments with burns, the years when it was used the level of disorder was 0.36, corresponding to the sum of grazing disturbance and burning. The treatments were evaluated in relation to two situations of environmental resources (and with great restraint). The evaluation of fractal dimension in spatially explicit model based on cellular automata has proven to be a viable tool to determine patterns and dynamics of plant communities regardless of scale. The model does not adequately simulated the colonization of species, this being a key topic for future studies that use this approach. The use of only two functional types allowed better visualization of results. The determination of the amount of functional types to be used in the simulation will depend on further investigations.
publishDate 2011
dc.date.none.fl_str_mv 2011-02-28
2017-06-12
2017-06-12
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv MARTINS, Carlos Eduardo Nogueira. Use of mathematical model in the search of sustainable management of natural grasslands. 2011. 127 f. Tese (Doutorado em Zootecnia) - Universidade Federal de Santa Maria, Santa Maria, 2011.
http://repositorio.ufsm.br/handle/1/4323
identifier_str_mv MARTINS, Carlos Eduardo Nogueira. Use of mathematical model in the search of sustainable management of natural grasslands. 2011. 127 f. Tese (Doutorado em Zootecnia) - Universidade Federal de Santa Maria, Santa Maria, 2011.
url http://repositorio.ufsm.br/handle/1/4323
dc.language.iso.fl_str_mv por
language por
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eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
BR
Zootecnia
UFSM
Programa de Pós-Graduação em Zootecnia
publisher.none.fl_str_mv Universidade Federal de Santa Maria
BR
Zootecnia
UFSM
Programa de Pós-Graduação em Zootecnia
dc.source.none.fl_str_mv reponame:Manancial - Repositório Digital da UFSM
instname:Universidade Federal de Santa Maria (UFSM)
instacron:UFSM
instname_str Universidade Federal de Santa Maria (UFSM)
instacron_str UFSM
institution UFSM
reponame_str Manancial - Repositório Digital da UFSM
collection Manancial - Repositório Digital da UFSM
repository.name.fl_str_mv Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)
repository.mail.fl_str_mv atendimento.sib@ufsm.br||tedebc@gmail.com
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