36 resultados para Space Vector Modulation (SVM)
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Dissertao para obteno do Grau de Mestre em Engenharia Electrotcnica e de Computadores
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Dissertao para obteno do Grau de Mestre em Engenharia Biomdica
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O desenvolvimento das tecnologias associadas Deteco Remota e aos Sistemas de Informao Geogrfica encontram-se cada vez mais na ordem do dia. E, graas a este desenvolvimento de mtodos para acelerar a produo de informao geogrfica, assiste-se a um crescente aumento da resoluo geomtrica, espectral e radiomtrica das imagens, e simultaneamente, ao aparecimento de novas aplicaes com o intuito de facilitar o processamento e a anlise de imagens atravs da melhoria de algoritmos para extraco de informao. Resultado disso so as imagens de alta resoluo, provenientes do satlite WorldView 2 e o mais recente software Envi 5.0, utilizados neste estudo. O presente trabalho tem como principal objectivo desenvolver um projecto de cartografia de uso do solo para a cidade de Maputo, com recurso ao tratamento e explorao de uma imagem de alta resoluo, comparando as potencialidades e limitaes dos resultados extrados atravs da classificao pixel a pixel, atravs do algoritmo Mxima Verossimilhana, face s potencialidades e eventuais limitaes da classificao orientada por objecto, atravs dos algoritmos K Nearest Neighbor (KNN) e Support Vector Machine (SVM), na extraco do mesmo nmero e tipo de classes de ocupao/uso do solo. Na classificao pixel a pixel, com a aplicao do algoritmo classificao Mxima Verosimilhana, foram ensaiados dois tipos de amostra: uma primeira constituda por 20 classes de ocupao/uso do solo, e uma segunda por 18 classes. Aps a fase de experimentao, os resultados obtidos com a primeira amostra ficaram aqum das espectativas, pois observavam-se muitos erros de classificao. A segunda amostra formulada com base nestes erros de classificao e com o objectivo de os minimizar, permitiu obter um resultado prximo das espectativas idealizadas inicialmente, onde as classes de interesse coincidem com a realidade geogrfica da cidade de Maputo. Na classificao orientada por objecto foram 4 as etapas metodolgicas utilizadas: a atribuio do valor 5 para a segmentao e 90 para a fuso de segmentos; a seleco de 15 exemplos sobre os segmentos gerados para cada classe de interesse; bandas diferentemente distribudas para o clculo dos atributos espectrais e de textura; os atributos de forma Elongation e Form Factor e a aplicao dos algoritmos KNN e SVM. Confrontando as imagens resultantes das duas abordagens aplicadas, verificou-se que a qualidade do mapa produzido pela classificao pixel a pixel apresenta um nvel de detalhe superior aos mapas resultantes da classificao orientada por objecto. Esta diferena de nvel de detalhe justificada pela unidade mnima do processamento de cada classificador: enquanto que na primeira abordagem a unidade mnima o pixel, traduzinho uma maior detalhe, a segunda abordagem utiliza um conjunto de pixels, objecto, como unidade mnima despoletando situaes de generalizao. De um modo geral, a extraco da forma dos elementos e a distribuio das classes de interesse correspondem realidade geogrfica em si e, os resultados so bons face ao que frequente em processamento semiautomtico.
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The rapid growth of big cities has been noticed since 1950s when the majority of world population turned to live in urban areas rather than villages, seeking better job opportunities and higher quality of services and lifestyle circumstances. This demographic transition from rural to urban is expected to have a continuous increase. Governments, especially in less developed countries, are going to face more challenges in different sectors, raising the essence of understanding the spatial pattern of the growth for an effective urban planning. The study aimed to detect, analyse and model the urban growth in Greater Cairo Region (GCR) as one of the fast growing mega cities in the world using remote sensing data. Knowing the current and estimated urbanization situation in GCR will help decision makers in Egypt to adjust their plans and develop new ones. These plans should focus on resources reallocation to overcome the problems arising in the future and to achieve a sustainable development of urban areas, especially after the high percentage of illegal settlements which took place in the last decades. The study focused on a period of 30 years; from 1984 to 2014, and the major transitions to urban were modelled to predict the future scenarios in 2025. Three satellite images of different time stamps (1984, 2003 and 2014) were classified using Support Vector Machines (SVM) classifier, then the land cover changes were detected by applying a high level mapping technique. Later the results were analyzed for higher accurate estimations of the urban growth in the future in 2025 using Land Change Modeler (LCM) embedded in IDRISI software. Moreover, the spatial and temporal urban growth patterns were analyzed using statistical metrics developed in FRAGSTATS software. The study resulted in an overall classification accuracy of 96%, 97.3% and 96.3% for 1984, 2003 and 2014s map, respectively. Between 1984 and 2003, 19 179 hectares of vegetation and 21 417 hectares of desert changed to urban, while from 2003 to 2014, the transitions to urban from both land cover classes were found to be 16 486 and 31 045 hectares, respectively. The model results indicated that 14% of the vegetation and 4% of the desert in 2014 will turn into urban in 2025, representing 16 512 and 24 687 hectares, respectively.
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The work presented in this thesis aims at developing a new separation process based on the application of supported magnetic ionic liquid membranes, SMILMs, using magnetic ionic liquids, MILs. MILs have attracted growing interest due to their ability to change their physicochemical characteristics when exposed to variable magnetic field conditions. The magnetic responsive behavior of MILs is thus expected to contribute for the development of more efficient separation processes, such as supported liquid membranes, where MILs may be used as a selective carrier. Driven by the MILs behavior, these membranes are expected to switch reversibly their permeability and selectivity by in situ and non-invasive adjustment of the conditions (e.g. intensity, direction vector and uniformity) of an external applied magnetic field. The development of these magnetic responsive membrane processes were anticipated by studies, performed along the first stage of this PhD work, aiming at getting a deep knowledge on the influence of magnetic field on MILs properties. The influence of the magnetic field on the molecular dynamics and structural rearrangement of MILs ionic network was assessed through a 1H-NMR technique. Through the 1H-NMR relaxometry analysis it was possible to estimate the self-diffusion profiles of two different model MILs, [Aliquat][FeCl4] and [P66614][FeCl4]. A comparative analysis was established between the behavior of magnetic and non-magnetic ionic liquids, MILs and ILs, to facilitate the perception of the magnetic field impact on MILs properties. In contrast to ILs, MILs show a specific relaxation mechanism, characterized by the magnetic dependence of their self-diffusion coefficients. MILs self-diffusion coefficients increased in the presence of magnetic field whereas ILs self-diffusion was not affected. In order to understand the reasons underlying the magnetic dependence of MILs self-diffusion, studies were performed to investigate the influence of the magnetic field on MILs viscosity. It was observed that the MILs viscosity decreases with the increase of the magnetic field, explaining the increase of MILs self-diffusion according to the modified Stokes- Einstein equation. Different gas and liquid transport studies were therefore performed aiming to determine the influence of the magnetic behavior of MILs on solute transport through SMILMs. Gas permeation studies were performed using pure CO2 andN2 gas streams and air, using a series of phosphonium cation based MILs, containing different paramagnetic anions. Transport studies were conducted in the presence and absence of magnetic field at a maximum intensity of 1.5T. The results revealed that gas permeability increased in the presence of the magnetic field, however, without affecting the membrane selectivity. The increase of gas permeability through SMILMs was related to the decrease of the MILs viscosity under magnetic field conditions.(...)
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Dissertation presented for the PhD Degree in Education Science Curricular Theory and Science Teaching, by Universidade Nova de Lisboa, Faculdade de Cincias e Tecnologia
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Dissertation submitted in partial fulfilment of the requirements for the Degree of Master of Science in Geospatial Technologies
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Dissertao apresentada como requisito parcial para obteno do grau de Mestre em Estatstica e Gesto de Informao
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Submitted in part fulfillment of the requirements for the degree of Master in Computer Science
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Dissertao de Mestrado em Engenharia Informtica
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When China launched an anti-satellite (ASAT) weapon in January 2007 to destroy one of its inactive weather satellites, most reactions from academics and U.S. space experts focused on a potential military space race between the United States and China. Overlooked, however, is Chinas growing role as global competitor on the non-military side of space. Chinas space program goes far beyond military counterspace applications and manifests manned space aspirations, including lunar exploration. Its pursuit of both commercial and scientific international space ventures constitutes a small, yet growing, percentage of the global space launch and related satellite service industry. It also highlights Chinas willingness to cooperate with nations far away from Asia for political and strategic purposes. These partnerships may constitute a challenge to the United States and enhance Chinas soft power among key American allies and even in some regions traditionally dominated by U.S. influence (e.g., Latin America and Africa). Thus, an appropriate U.S. response may not lie in a hard power counterspace effort but instead in a revival of U.S. space outreach of the past, as well as implementation of more business-friendly export control policies.
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Master Erasmus Mundus Crossways in European Humanities
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A malria, doena parasitria complexa que resulta da interaco entre parasita, hospedeiros humano e vector, constitui um dos principais problemas de sade a nvel mundial. semelhana de outras doenas parasitrias e infecciosas a malria tem um papel importante na evoluo, tendo j sido demonstrado o papel da variao gentica humana na resistncia infeco. Aps quase meio sculo de controlo, a malria persiste na ilha de Santiago onde, apesar da baixa endemicidade, os indivduos apresentam geralmente manifestaes moderadas, so diagnosticadas infeces abaixo do nvel detectvel pela microscopia e o vector se encontra muito prximo da populao supostamente susceptvel, desconhecendo-se a frequncia dos principais polimorfismos genticos humanos mais relacionados com a doena e a estrutura populacional do mosquito vector. Os objectivos gerais de trabalho desta tese assentam 1) no estudo dos dois clssicos factores genticos do hospedeiro humano relacionados com a malria, nomeadamente os afectos anemia das clulas falciformes, deficincia em G6PD e a anlise dum provvel envolvimento da PK e 2) na anlise gentica das populaes do mosquito vector, tentando contribuir para a compreenso da epidemiologia da doena na Ilha, e para a escolha de medidas de controlo apropriadas. Os trabalhos incidiram na deteco do alelo responsvel pela hemoglobina S, de polimorfismos no gene da G6PD e da PK em indivduos no aparentados (Infectados e no Infectados) com anlise da sua provvel associao com a infeco e, ainda, na genotipagem de loci microssatlites de Anopheles arabiensis com recurso a tcnicas baseadas na PCR. Relativamente anemia falciforme, a frequncia dos portadores do trao (indivduos HbAS) e do alelo HbS foi 6% e 5%, respectivamente, e para as variantes da G6PD, 0,8% para G6PDA- e 0,0% para a G6PDMed, no tendo sido encontrado associao entre os gentipos desses dois factores e a presena de infeco. No que concerne ao gene PKLR no foi encontrada uma associao clara entre os polimorfismos analisados e o estado de infeco, mas foi detectado um acentuado desequilbrio de linkage entre os loci, apenas nos No Infectados, o que pode significar que essa regio do gene, aparentemente conservada, tenha sido seleccionada por fornecer proteco contra a infeco e/ou doena. A diversidade gentica das populaes de A. arabiensis em onze loci microssatlites foi moderada com valores mdio de He, variando de 0,481 a 0,522 e a Rs de 4 a 5. O valor da diferenciao gentica baseado em 7 loci polimrficos foi baixo (FST=0,012; p<0,001) mas significativo, variando entre 0,001 e 0,023 entre os pares de populaes. No foram detectados os alelos de resistncia associados ao gene Kdr. A baixa frequncia dos alelos associados G6PD (A- e Med) tem implicaes importantes nas estratgias de controlo definidas pelo Programa Nacional de Luta contra o Paludismo (PNLP), uma vez que a primaquina pode continuar a ser administrada como complemento aos regimes teraputicos, em caso de necessidade. A populao de A. arabiensis em Santiago revelou-se relativamente homognea e com uma estrutura reduzida o que pode, por um lado, representar uma desvantagem por permitir uma provvel disperso dos genes de resistncia. Por outro lado, essa relativa homogeneidade poder representar uma vantagem para a introduo de um programa de controlo baseado na libertao de mosquitos transgnicos.
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Dissertation to obtain a Master Degree in Biotechnology
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Dissertation presented to obtain the Ph.D degree in Biology