997 resultados para mIneração de dados


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A presente pesquisa tem como objetivo discutir de que forma a implantação dos projetos de beneficiamento mineral (Albrás, Alunorte, Pará Pigmentos e Imerys Rio Capim Caulim) tem impactado as finanças públicas de Barcarena, e como a prefeitura tem alocado esses recursos para a potencialização do desenvolvimento local. A alocação destes recursos teve como referência as obras físicas, contidas no Plano Plurianual de Barcarena (2002-2005) elaborado pela equipe da primeira gestão do prefeito Laurival Magno Cunha (2001-2004). A pesquisa esta estruturada em dois marcos temporais. No primeiro procuro analisar o município antes da implantação dos projetos minerais, ou seja, as décadas de 1970 e 1980, onde a dinâmica municipal é analisada a partir de dados populacionais, econômicos e das finanças públicas. No segundo marco temporal, procuro investigar o município apos à implantação dos projetos minerais. Neste sentido, estes projetos são estudados a partir da contribuição dos mesmos para a geração de empregos, investimentos realizados em projetos de cidadania e meio ambiente além dos impostos recolhidos por estas empresas. Em seguida, são analisadas a alocação das receitas e as obras físicas contidas no PPA (2002-2005) verificadas através de trabalho de campo se foram ou não realizadas. No trabalho de campo, realizou-se entrevistas com seis representantes dos movimentos sociais, quatro representantes do poder público local, além das empresas estudas. Finalmente é discutido o desenvolvimento local a apartir da visão e lutas dos movimentos sociais de Barcarena onde a participação ou não destes na gestão das obras físicas municipais durante a gestão 2001-2004 figura como ponto principal de investigação da pesquisa.

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O presente estudo teve como objetivo caracterizar os impactos decorridos da mineração de argila para cerâmica vermelha por 10 produtores localizados na Sub-bacia do Ribeirão Jacutinga. A extração da matéria-prima proveniente do manto de alteração da Formação Corumbataí constitui uma forma de mineração de pequeno porte, a qual acumula impactos por um longo período. Para caracterização dos impactos fez-se uso de Sistema de Informação Geográfica para análise de imagens orbitais (TM-Landsat) e dados obtidos em base 1:10.000 e observação in situ. Os principais impactos detectados foram: abertura de cavas em locais de várzea, formação de lagos em cavas abandonadas, modificação da paisagem, falta de ações de recuperação de áreas lavradas e corte de vegetação nativa. Foram identificadas as áreas de maior fragilidade ambiental na sub-bacia, as quais estão associadas a zonas de maior declividade ou a locais de extração. A exploração mineral trouxe significativas alterações no quadro natural desta sub-bacia e o conhecimento sobre as limitações ambientais, aptidões para exploração e formas de mitigação dos impactos, mostram-se de extrema necessidade para uma ocupação mais racional do espaço, respeitando as limitações impostas pelo meio físico e prezando por ações sustentáveis.

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Sustainability has been moving up on the business agenda in recent decades, and many methods to assess corporate sustainability have already been created. One of the most used and reliable methods is the Sustainability Reporting Guidelines of the Global Reporting Initiative (GRI). Given the importance of sustainability for society and organizations, this study examined sustainability reports published by mining companies – Alcoa, Vale and Samarco – since 2006. The objective was to verify the indicators that contribute most to the minimization of environmental impacts and the improvement of environmental performance. The methodology consisted of collecting and analyzing data from the GRI sustainability reports. It was discovered that the sustainability reports helped the companies to identify improvement opportunities and it is essential companies provide in their reports an economic, environmental and social context of their activities. Furthermore, it was found out that the indicators related to atmospheric emissions, solid waste generation, environmental protection expenditure, and the consumption of raw materials, energy and water are the ones more attached to the production process, which means they are the main contributors for the environmental performance improvement

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The transportation of oil through polyducts implies a concern related to safety and environmental impacts they may cause, especially when exposed to risks that affect their integrity. Among the various anthropogenic activities included in this scenario, mining can aggravate, increase the risks and degrade the environment. Since these polyducts go through significant extensions, remote sensing has great applicability as a tool for data acquisition. For this, change detection techniques were used to monitor mining activities in a defined study area in the state of Rio de Janeiro, along the duct ORBEL. The characterization of the study area and the mining activities were developed through bibliographical data. The satellite images processing and the application of change detection technique were performed in two scenes for the years 2002 and 2010. The growth in the mining area was about 6.67 times and it was possible to identify types of extraction involved which can represent direct risks to the pipeline

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Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

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Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

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Faced with an agribusiness expansion scenario and the increase in fertilizer consumption due to the exponential growth of the population, it is necessary to make better use of existing reserves, by obtaining products of better quality and in adequate quantities to meet demand national. In Tapira Mining Complex, Vale Fertilizantes, the phosphate concentrate is produced with content of 35.0% P2O5 from ore with content of about 8.0% P2O5, which are intended to supply Complex Industrial Uberaba and Araxá Minero Chemical Complex for the production of fertilizers. The industrial flotation step responsible for the recovery of P2O5 and hence the viability of the business is divided into the crumbly, grainy and ultrathin circuits, and, friable and granular concentrate comprise the conventional concentrated. Today only 14.7% of the mass which feeds the mill product becomes, the remainder being considered losses in the process, and the larger mass losses are located in the waste of flotation, representing 42.3%. From 2012 to 2014, the daily global mass recovery processing plants varied from 12.4 to 15.9% while the daily metallurgical recovery of P2O5 from 48.7 to 82.4%. By the degree of variability, it appears that the plant operated under different conditions. Seen this, this study aimed to analyze the influence of operational and process variables in P2O5 mass and metallurgical recoveries of industrial flotation circuits of grainy, crumbly and ultrathin. And besides was made an analysis of the effect of ore variables, as degrees, hardnesse and the ore front 02 percentage, in global recoveries of processing plant and the effect of dosages of reagents in the recoveries obtained from the bench flotation using the experimental design methodology. All work was performed using the historical database of Vale Fertilizantes of Tapira-MG, where all independent variables were dimensionless as the experimental range used. To make the statistical analysis it used the response surface technique and the values of the independent variables that maximize recoveries were found by canonical analysis. In the study of industrial flotation circuit crispy were obtained from 41.3% mass recovery and 91.3% metallurgical recovery P2O5, good values for the circuit, and the highest recoveries occur for solids concentration of the new flotation power between 45 and 50%, which values are assigned to the residence time of the pulp in cells and industrial flotation columns. The greater the number of ore heaps resumed on the higher the mass recovery, but in this scenario flotation becomes unstable because there is enormous weight variation in the feed. Higher recoveries are obtained for mass depressant dosage exceeding 120 g / t for synthetic collector dosage of 11.6%. In the study of industrial flotation circuit of the granulate were obtained 28.3% to 79.4% mass recovery and metallurgical recovery of P2O5 being considered good values for the circuit. Higher recoveries are obtained when the front ore 02 percentage is above 90%, because the ore of this front have more clear apatite. Likewise recoveries increase when the level of pulp rougher step is highest due to the high mass of circulating step receives loads. In the analysis of industrial flotation circuit of the ultrafine were obtained 23.95% of mass recovery, and the same is maximized to depressant dosage and the top collector 420 and 300 g / t, respectively. The analysis of the influence of variables ore, it was observed that higher recoveries are obtained for ores with P2O5 content above 8.0%, Fe2O3 content in the order of 28% forward and 02 of ore percentage of 83%. Hard ore percentage has strong influence on recoveries due to mass division in the circuit that is linked to this variable. However, the hard ore percentage that maximizes recoveries was very close to the design capacity of the processing plant, which is 20%. Finally, the study of the bench flotation, has noted that in friable and granular circuits the highest recoveries are achieved for a collector dosage exceeding 250 g / t and the simultaneous increase of collector dosage and synthetic collector percentage contributes to the increase recovery in the flotation, but this scenario is suitable to produce a concentrate poorer in terms of P2O5 content, showing that higher recovery is not always the ideal scenario. Thus, the results show the values of variables that provide higher recoveries in the flotation and hence lower losses in the waste.

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Objetivou-se com este trabalho avaliar qualitativamente a atividade de mineração de areia por draga na dinâmica fluvial do Rio Tocantins, no limítrofe do município de Imperatriz. A pesquisa foi realizada entre 2013 e 2014, com base na abordagem e na metodologia qualitativa. Foram realizadas visitas aos locais de extração, observação, registro por meio de imagens fotográficas, aplicação de questionário, estudo bibliográfico e consultas a sites. A mineração de areia tornou-se, um dos grandes contribuintes para o desenvolvimento socioeconômico do município, por gerar serviço direto e indireto. Porém, ao mesmo tempo, expõe traço impactante de ordem antrópica, representado pela modificação paisagística ribeirinha, dos logradouros e via de acesso das jazidas aos pontos de comercialização e aplicação da areia. Nos dados colhidos durante o período da pesquisa, não foram observados políticas ou projetos que viabilizem a mineração de forma sustentável no município, nem tão pouco a revitalização para as áreas degradadas.

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Nos anos de 1969 e 2001 em São Sebastião das Águas Claras – MG, o rompimento de uma barragem de contenção de rejeitos de minério, provocou a morte de operários e um grave impacto ambiental. O acidente assoreou o Córrego Alegria, um dos principais cursos d’ água da região. Estes rejeitos não são tóxicos, entretanto aumentam consideravelmente a turbidez da água, alterando os parâmetros químicos, físicos e biológicos da água.O projeto PAVIECO visa à utilização dos rejeitos de minério de ferro para confecção de pavimento ecologicamente correto, retirando o rejeito de minério do córrego assoreado, tornando-o ao mesmo tempo, em um produto comercializável.O trabalho identifica e analisa a percepção ambiental dos moradores do distrito em relação à implantação do pavimento em suas respectivas áreas. Além, propõe um projeto de Educação Ambiental que contribua com o desenvolvimento local e socioambiental. Para tal, foram realizados levantamentos bibliográficos, cartográficos, fotográficos, visitas técnicas, análises, interpretações, discussões e revisões dos dados e a proposta de um programa de Educação Ambiental.Observasse a importância da Geografia neste trabalho, pois possibilita compreender as diversas relações entre o meio físico, biótico e socioeconômico.

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Since the last decade, the combined use of chemometrics and molecular spectroscopic techniques has become a new alternative for direct drug determination, without the need of physical separation. Among the new methodologies developed, the application of PARAFAC in the decomposition of spectrofluorimetric data should be highlighted. The first objective of this article is to describe the theoretical basis of PARAFAC. For this purpose, a discussion about the order of chemometric methods used in multivariate calibration and the development of multi-dimensional methods is presented first. The other objective of this article is to divulge for the Brazilian chemical community the potential of the combination PARAFAC/spectrofluorimetry for the determination of drugs in complex biological matrices. For this purpose, two applications aiming at determining, respectively, doxorrubicine and salicylate in human plasma are presented.

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The objective of this work was to compare the soybean crop mapping in the western of Parana State by MODIS/Terra and TM/Landsat 5 images. Firstly, it was generated a soybean crop mask using six TM images covering the crop season, which was used as a reference. The images were submitted to Parallelepiped and Maximum Likelihood digital classification algorithms, followed by visual inspection. Four MODIS images, covering the vegetative peak, were classified using the Parallelepiped method. The quality assessment of MODIS and TM classification was carried out through an Error Matrix, considering 100 sample points between soybean or not soybean, randomly allocated in each of the eight municipalities within the study area. The results showed that both the Overall Classification (OC) and the Kappa Index (KI) have produced values ranging from 0.55 to 0.80, considered good to very good performances, either in TM or MODIS images. When OC and KI, from both sensors were compared, it wasn't found no statistical difference between them. The soybean mapping, using MODIS, has produced 70% of reliance in terms of users. The main conclusion is that the mapping of soybean by MODIS is feasible, with the advantage to have better temporal resolution than Landsat, and to be available on the internet, free of charge.

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The main objective of this work was to evaluate the linear regression between spectral response and soybean yield in regional scale. In this study were monitored 36 municipalities from the west region of the states of Parana using five images of Landsat 5/TM during 2004/05 season. The spectral response was converted in physical values, apparent and surface reflectances, by radiometric transformation and atmospheric corrections and both used to calculate NDVI and GVI vegetation indices. Those ones were compared by multiple and simple regression with government official yield values (IBGE). Diagnostic processing method to identify influents values or collinearity was applied to the data too. The results showed that the mean surface reflectance value from all images was more correlated with yield than individual dates. Further, the multiple regressions using all dates and both vegetation indices gave better results than simple regression.

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The main objective of this work is to discuss the notion of metalanguage concerning the use of thesaurus (symbols systems, functions indicators, descriptors) utilized by indexers for article representation in computerized bibliographical databases. Our corpus comprises article abstracts and bibliographical database descriptors LILACS (Literatura Latino-Americana em Ciências da Saúde) and SOCIOFILE Sociological Abstracts. We aim at clarifying the effects of subjectivity in the functioning of indexing taking account the grounds for interpretation that allow different meanings.

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Universidade Estadual de Campinas. Faculdade de Educação Física

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Universidade Estadual de Campinas . Faculdade de Educação Física