974 resultados para Data Interpretation, Statistical
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Neste trabalho apresentamos a modelagem direta bidimensional do método Magnetotelúrico (MT) com anisotropia arbitrária na condutividade elétrica para modelos de multicamadas estratificadas horizontalmente, separando a resposta do campo resultante em duas partes, primária e secundária. A parte primária refere-se ao campo 1D do modelo na ausência de heterogeneidades; a secundária, à contribuição no campo resultante gerada pela anomalia. Esta modelagem foi feita via técnica numérica dos Elementos Finitos (EF). Apresentamos também a modelagem direta do caso MT 1D para o mesmo modelo e anisotropia arbitrária, porém, com solução analÃtica pelo método da matriz de propagação; tal resultado é usado como fonte na formulação 2D. No estudo a respeito do comportamento dos campos 1D em profundidade na presença da anisotropia, verificamos nas componentes horizontais que suas curvas dentro de cada camada se assemelham a de um campo na presença de fontes, pois experimentam um aumento na amplitude; além de verificar o surgimento da componente normal E<sub>z</sub> do campo, sem que haja uma densidade de corrente nesta direção. Com arbitrariedade na anisotropia queremos dizer que seus eixos principais podem assumir qualquer orientação em relação ao eixo de referência adotado para o problema; tal orientação é descrita sob três rotações consecutivas, chamadas de strike, dip e slant, que simulam inclinações bastante presentes na geologia dos ambientes terrestres. Verificamos que a anisotropia provoca alterações no comportamento das pseudo-seções de resistividades aparentes, interferindo na interpretação correta dos dados.
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Pós-graduação em Agronomia (Produção Vegetal) - FCAV
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Coordenação de Aperfeiçoamento de Pessoal de NÃvel Superior (CAPES)
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Pós-graduação em Anestesiologia - FMB
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Pós-graduação em Serviço Social - FCHS
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The use of geostatistical techniques allows detection of the existence of dependence and the spatial distribution of soil properties, thus constituting an important tool in the analysis and detailed description of the behavior of soil physical properties. The aim of the present study was to use geostatistics in assessment of physical properties in a Latossolo (Oxisol) dystrophic under native forest and pasture in the Amazon region of Manicore. Grids with of 70 x 70 m were established in native forest and pasture, and points were marked in these grids spaced at every 10 m, for a total of 64 points. These points were then georeferenced and in each one, soil samples (128) were collected at the depths of 0.00-0.20 and 0.40-0.60 m for a survey of their physical properties. These grids are parallel at a distance of 100 m from one another. The following determinations were made: texture, bulk density and particle density, macroporosity, microporosity, total porosity and aggregate stability in water. After tabulating the data, descriptive statistical analysis and geostatistical analysis were performed. The pasture had a slight variation in its physical properties in relation to native forest, with a high coefficient of variation and weak spatial dependence. The scaled semivariograms were able to satisfactorily reproduce the spatial behavior of the properties in the same pattern as the individual semivariograms, and the use of the parameter range of the semivariogram was efficient for determining the optimal sampling density for the environments under study. The geostatistical results indicate that the removal of native forest for establishing pasture altered the natural variability of the physical properties.
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Coordenação de Aperfeiçoamento de Pessoal de NÃvel Superior (CAPES)
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Pós-graduação em Engenharia Mecânica - FEG
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Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
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The Box-Cox transformation is a technique mostly utilized to turn the probabilistic distribution of a time series data into approximately normal. And this helps statistical and neural models to perform more accurate forecastings. However, it introduces a bias when the reversion of the transformation is conducted with the predicted data. The statistical methods to perform a bias-free reversion require, necessarily, the assumption of Gaussianity of the transformed data distribution, which is a rare event in real-world time series. So, the aim of this study was to provide an effective method of removing the bias when the reversion of the Box-Cox transformation is executed. Thus, the developed method is based on a focused time lagged feedforward neural network, which does not require any assumption about the transformed data distribution. Therefore, to evaluate the performance of the proposed method, numerical simulations were conducted and the Mean Absolute Percentage Error, the Theil Inequality Index and the Signal-to-Noise ratio of 20-step-ahead forecasts of 40 time series were compared, and the results obtained indicate that the proposed reversion method is valid and justifies new studies. (C) 2014 Elsevier B.V. All rights reserved.
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Pós-graduação em Ciências Sociais - FCLAR
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This work presents structural studies in the northwestern portion of the Pitanga Structural High, between the towns of Ipeúna and Charqueada. The area is composed by the sedimentary rocks from Paraná Basin, represented basically by Paleozoic rocks (Itararé Group, TatuÃ, Irati and Corumbataà formations) and Mesozoics rocks (Pirambóia and Botucatu formations), in association with lower Cretaceous intrusive basic rocks expressed by dikes and sills. The most important structural features are distensive faults, which put together unleveled tectonic blocks and are frequently filled by diabase dikes. In this context, the main objective of this work is the study of local structures and the recognition of the tectonic association between dropped and uplifted blocks, jointly with the caracterization of a production, migration and storage model for hydrocarbons. Through the interpretation of aerial photos, field recognitions, structural and laboratorial analysis, a normal fault with direction of N30W and a slip of 20-25 meters located south of Ipeúna was recognized this fault puts the Tatuà and Irati Formations side by side. At this place and by the SP-191 route (north of Ipeúna city), sandstones from the top of Tatuà Formation are impregnated by asfaltic material. The data interpretation shows that local fault systems with NW directions have played a determinant part in the fault blocks arrangement, placing sandstone lenses from Tatuà Formation topographically above the oil shales from Irati Formation. In addition, these systems acted as migration paths to transport and storage hydrocarbon in sanstone lenses from Tatuà Formation
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In order to to research, the region of Perau, base metal mineralization, Grupo Votorantim Metals conducted a soil sampling on targets predetermined holding its chemical analysis. These reviews have been provided by the company for this work was to evaluate the potential use of these data pedogeochemical multi-element for refinement of the work of geological mapping. We selected six targets: Varginha, Salvador, Guararema Taquara Lisa and Coffin of Mendes, in the municipalities of Adrianople, Cerro Azul and Tunas do Paraná, located in Vale do Ribeira (PR). Both have about 10 km2 and situated in the geological context of the Fold Belt Terrane and the Massif de Joinville. The main rock types are present metasedimentary rocks of low to medium grade metamorphic, interspersed the amphibolites ortoderivados, both belonging to the Complex Perau, gneisses and migmatitic Complex. Applied to the geochemical data descriptive statistical techniques (variogram, kriging and histogram). From the correlation between the distributions of elements with the geological data, we could assess the potential of the proposed methodology.
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This present study aimed at developing a methodology for analyzing on the feasibility of a new supplier of raw materials, industrial of aluminum production technology Soederberg. This raw material is pitch, which will be used in the manufacture of anodes for the electrolytic pot. The supplier to be analyzed is the Chemcoal of Ukrainian origin. Thereby developing techniques for a complete analysis, targeting the physical and chemical properties of pitch, economic feasibility and potential impacts on the client, potroom where these impacts may affect the production of aluminum, skimming factor, bubble noise, plasticity top anode and the anode consumption. After planning the test that was conducted on two strategies to generate greater traceability of impacts, data were collected and then it was made a statistical treatment of the data using statistical tools to generate the minitab greater reliability of results
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Pós-graduação em Educação - FFC