Understanding multi-asset factor models: Factor exposure interpretation

Field lab: Business project

Detecção de Dirofilaria spp. em cães da Região Centro de Portugal

A dirofilariose é ainda hoje uma doença pouco conhecida da população em geral, mas com grande importância Médico-Veterinária e para os proprietários de canídeos domésticos de zonas endémicas. Doença que apresenta um carácter vectorial e zoonótico é causada pelos nemátodes do gênero Dirofilaria spp., e que têm como hospedeiros definitivos preferenciais os canídeos domésticos. A nível europeu a incidência desta doença tem vindo a aumentar, em especial os casos de doença provocados por Dirofilaria repens. Em Portugal, os conhecimentos epidemiológicos que temos desta parasitose resultam de um conjunto de estudos que esporadicamente têm sido realizados. Contudo, ainda existem algumas lacunas na informação existente sobre a situação actual da dirofilariose animal e humana no nosso país. O presente trabalho procurou actualizar a prevalência da doença canina na região centro de Portugal, tendo para isso sido efectuado um estudo epidemiológico, tendo-se recolhido amostras sanguíneas de 308 canideos domésticos que se encontravam alojados em canis municipais e privados. Após a análise das amostras, recorrendo a testes parasitológicos e imunológicos, foi possível detectar uma prevalência global 15,3% para Dirofilaria immitis. Apesar do crescente aumento europeu dos casos de dirofilariose por D. repens na Europa, este estudo tal como os que o antecederam aindam não conseguiu detectar este agente etiológico em Portugal. No presente trabalho, foi também usada uma abordagem molecular, o que permitiu detectar, pela primeira em Portugal, e em cães por D. immitis, a bactéria endossimbionte Wolbachia pipientis, importante na patologia de certas filárias.

Fatigue life assessment of endodontic instruments subjected to multi planar curvature

This present study aimed to investigate the fatigue life of unused (new) endodontic instruments made of NiTi with control memory by Coltene™ and subjected to the multi curvature of a mandibular first molar root canal. Additionally, the instrument‟s structural behaviour was analysed through non-linear finite element analysis (FEA). The fatigue life of twelve Hyflex™ CM files was assessed while were forced to adopt a stance with multiple radius of curvature, similar to the ones usually found in a mandibular first molar root canal; nine of them were subjected to Pecking motion, a relative movement of axial type. To achieve this, it was designed an experimental setup with the aim of timing the instruments until fracture while worked inside a stainless steel mandibular first molar model with relative axial motion to simulate the pecking motion. Additionally, the model‟s root canal multi-curvature was confirmed by radiography. The non-linear finite element analysis was conducted using the computer aided design software package SolidWorks™ Simulation, in order to define the imposed displacement required by the FEA, it was necessary to model an endodontic instrument with simplified geometry using SolidWorks™ and subsequently analyse the geometry of the root canal CAD model. The experimental results shown that the instruments subjected to pecking motion displayed higher fatigue life values and higher lengths of fractured tips than those with only rotational relative movement. The finite element non-linear analyses shown, for identical conditions, maximum values for the first principal stress lower than the yield strength of the material and those were located in similar positions to the instrument‟s fracture location determined by the experimental testing results.

DETECÇÃO DO Vibrio cholerae BIOTIPO EL TOR SOROGRUPO IΝΑΒΑ NO RIO SOLIMÕES - MAIO/91

Foi efetuada a pesquisa do Vibrio cholerae em 41 amostras do água, coletadas de algumas localidades da região do alto Solimões através da técnica de Moore mod.: Tabatinga (Brasil) = 13 amostras; Benjamin Constant (Brasil) = 7 amostras: Ilha de Islândia (Peru) = 2 amostras: Ilha de Santa Rosa (Peru) = 19 amostras. Não houve isolamento do Vibrio cholerae da água, dos Municípios de Tabatinga e Benjamin Constant - Brasil e Ilha de Islândia - Peru. Houve o isolamento do Vibrio cholerae biotipo El Tor sorogrupo Inaba de 4 (21 %) amostras de água coletada de 19 diferentes pontos localizados à margem direita do Rio Solimões, na Ilha de Santa Rosa - Peru. O Vibrio cholerae detectado apresentou-se sorologicamente igual ao responsável pela cólera na região do alto Solimões. O isolamento do Vibrio cholerae da água do Rio Solimões leva-nos a responsabilizá-la como sendo um dos veículos de disseminação do bacilo, como também da doença.

A multi-criteria decision support system for a routing problem in waste collection

Autor proof

An evolutionary multi-objective optimization system for earthworks

Earthworks involve the levelling or shaping of a target area through the moving or processing of the ground surface. Most construction projects require earthworks, which are heavily dependent on mechanical equipment (e.g., excavators, trucks and compactors). Often, earthworks are the most costly and time-consuming component of infrastructure constructions (e.g., road, railway and airports) and current pressure for higher productivity and safety highlights the need to optimize earthworks, which is a nontrivial task. Most previous attempts at tackling this problem focus on single-objective optimization of partial processes or aspects of earthworks, overlooking the advantages of a multi-objective and global optimization. This work describes a novel optimization system based on an evolutionary multi-objective approach, capable of globally optimizing several objectives simultaneously and dynamically. The proposed system views an earthwork construction as a production line, where the goal is to optimize resources under two crucial criteria (costs and duration) and focus the evolutionary search (non-dominated sorting genetic algorithm-II) on compaction allocation, using linear programming to distribute the remaining equipment (e.g., excavators). Several experiments were held using real-world data from a Portuguese construction site, showing that the proposed system is quite competitive when compared with current manual earthwork equipment allocation.

Comparison of single and multi-objective evolutionary algorithms for robust link-state routing

Traffic Engineering (TE) approaches are increasingly impor- tant in network management to allow an optimized configuration and resource allocation. In link-state routing, the task of setting appropriate weights to the links is both an important and a challenging optimization task. A number of different approaches has been put forward towards this aim, including the successful use of Evolutionary Algorithms (EAs). In this context, this work addresses the evaluation of three distinct EAs, a single and two multi-objective EAs, in two tasks related to weight setting optimization towards optimal intra-domain routing, knowing the network topology and aggregated traffic demands and seeking to mini- mize network congestion. In both tasks, the optimization considers sce- narios where there is a dynamic alteration in the state of the system, in the first considering changes in the traffic demand matrices and in the latter considering the possibility of link failures. The methods will, thus, need to simultaneously optimize for both conditions, the normal and the altered one, following a preventive TE approach towards robust configurations. Since this can be formulated as a bi-objective function, the use of multi-objective EAs, such as SPEA2 and NSGA-II, came nat- urally, being those compared to a single-objective EA. The results show a remarkable behavior of NSGA-II in all proposed tasks scaling well for harder instances, and thus presenting itself as the most promising option for TE in these scenarios.

Combining data mining and evolutionary computation for multi-criteria optimization of earthworks

Earthworks tasks aim at levelling the ground surface at a target construction area and precede any kind of structural construction (e.g., road and railway construction). It is comprised of sequential tasks, such as excavation, transportation, spreading and compaction, and it is strongly based on heavy mechanical equipment and repetitive processes. Under this context, it is essential to optimize the usage of all available resources under two key criteria: the costs and duration of earthwork projects. In this paper, we present an integrated system that uses two artificial intelligence based techniques: data mining and evolutionary multi-objective optimization. The former is used to build data-driven models capable of providing realistic estimates of resource productivity, while the latter is used to optimize resource allocation considering the two main earthwork objectives (duration and cost). Experiments held using real-world data, from a construction site, have shown that the proposed system is competitive when compared with current manual earthwork design.

Detecção de cicatrizes de áreas queimadas baseada no modelo linear de mistura espectral e imagens índice de vegetação utilizando dados multitemporais do sensor MODIS/TERRA no estado do Mato Grosso, Amazônia brasileira

O objetivo desta pesquisa foi avaliar os dados do sensor MODIS para detectar e monitorar cicatrizes de áreas recém queimadas. Utilizamos imagens da reflectância de superfície do sensor MODIS: produto MOD09 (dia 5 de outubro) e produto MOD13A1 (meses de outubro e novembro). Foi avaliada também uma série temporal de um ano dos índices de vegetação (IV) EVI e NDVI (produto MOD13A1). Uma imagem do sensor ETM+ (dia 5 de outubro) foi utilizada como base para a delimitação dos polígonos amostrais e avaliação dos dados MODIS devido a sua melhor resolução espacial. A metodologia focou na aplicação do modelo linear de mistura espectral nas imagens reflectância para a geração das imagens fração sombra. Análises de regressão foram efetuadas para comparação entre o percentual de sombra derivado da imagem ETM+ e das imagens MODIS. As alterações multitemporais nas imagens IV foram avaliadas com base no teste de Tukey. Os resultados mostraram que a imagem fração sombra gerada a partir do produto MOD09 apresentou um R² = 0,66 (p < 0,01) em relação aos dados ETM+. Para as imagens do produto MOD13A1 não foram identificadas relações significativas. Os IV dentro dos mesmos polígonos apresentaram uma variação sazonal durante o ano. No entanto, não houve uma diminuição significativa dos valores destes índices nos meses onde foram observadas as cicatrizes de áreas recém queimadas. Portanto, o produto MOD09 mostrou-se mais eficiente que o produto MOD13A1 para a detecção de cicatrizes de áreas recém queimadas. A análise multitemporal dos IV sugeriu que não foi possível detectar este mesmo padrão na área de estudo.

Soil mineral N dynamics beneath mixtures of leaves from legume and fruit trees in Central Amazonian multi-strata agroforests

Long term applications of leguminous green mulch could increase mineralizable nitrogen (N) beneath cupuaçu trees produced on the infertile acidic Ultisols and Oxisols of the Amazon Basin. However, low quality standing cupuaçu litter could interfere with green mulch N release and soil N mineralization. This study compared mineral N, total N, and microbial biomass N beneath cupuaçu trees grown in two different agroforestry systems, north of Manaus, Brazil, following seven years of different green mulch application rates. To test for net interactions between green mulch and cupuaçu litter, dried gliricidia and inga leaves were mixed with senescent cupuaçu leaves, surface applied to an Oxisol soil, and incubated in a greenhouse for 162 days. Leaf decomposition, N release and soil N mineralization were periodically measured in the mixed species litter treatments and compared to single species applications. The effect of legume biomass and cupuaçu litter on soil mineral N was additive implying that recommendations for green mulch applications to cupuaçu trees can be based on N dynamics of individual green mulch species. Results demonstrated that residue quality, not quantity, was the dominant factor affecting the rate of N release from leaves and soil N mineralization in a controlled environment. In the field, complex N cycling and other factors, including soil fauna, roots, and microclimatic effects, had a stronger influence on available soil N than residue quality.

Utilização de dados MODIS para a detecção de queimadas na Amazônia

O objetivo do presente artigo foi o de avaliar o produto MOD14 quanto à sua performance para detectar áreas queimadas na Amazônia, mais específicamente no norte do Estado do Mato Grosso, considerando o período entre 21/06/2004 e 07/07/2004, comparando os resultados fornecidos pelo MOD14 e interpretações visuais de áreas queimadas obtidas de imagens TM/Landsat-5. O produto MOD14 detectou 51,58% do total de áreas queimadas, cujo tamanho médio foi de 83,14 ha; os restantes 48,42% não detectados tinham tamanho médio de 38,74 ha. O produto MOD14 superestima a quantidade de áreas queimadas ao classificar solos expostos, florestas e outros tipos de coberturas da terra como pixels "hot spots"; além disso, este produto não detecta áreas queimadas de dimensões pequenas (< 100 ha), proporcionando erros de classificação em grandes áreas de solos expostos.

Towards high performance and multi-functional structural membranes using advanced fibrous and textile materials

Scientific and technological advancements in the area of fibrous and textile materials have greatly enhanced their application potential in several high-end technical and industrial sectors including construction, transportation, medical, sports, aerospace engineering, electronics and so on. Excellent performance accompanied by light-weight, mechanical flexibility, tailor-ability, design flexibility, easy fabrication and relatively lower cost are the driving forces towards wide applications of these materials. Cost-effective fabrication of various advanced and functional materials for structural parts, medical devices, sensors, energy harvesting devices, capacitors, batteries, and many others has been possible using fibrous and textile materials. Structural membranes are one of the innovative applications of textile structures and these novel building skins are becoming very popular due to flexible design aesthetics, durability, lightweight and cost benefits. Current demand on high performance and multi-functional materials in structural applications has motivated to go beyond the basic textile structures used for structural membranes and to use innovative textile materials. Structural membranes with self-cleaning, thermoregulation and energy harvesting capability (using solar cells) are examples of such recently developed multi-functional membranes. Besides these, there exist enormous opportunities to develop wide varieties of multi-functional membranes using functional textile materials. Additionally, it is also possible to further enhance the performance and functionalities of structural membranes using advanced fibrous architectures such as 2D, 3D, hybrid, multi-layer and so on. In this context, the present paper gives an overview of various advanced and functional fibrous and textile materials which have enormous application potential in structural membranes.

Detecção de inibidores de tripsina e atividade hemaglutinante em sementes de leguminosas arbóreas da amazônia

Diferentes classes de proteínas são comuns em sementes de leguminosas, incluindo inibidores de tripsina e proteínas hemaglutinantes, as quais atuam sobre enzimas proteolíticas e sobre carboidratos da superfície celular, respectivamente. O objetivo deste trabalho foi quantificar, detectar e caracterizar parcialmente a ocorrência dessas proteínas em sementes de Tachigali plumbea, Sesbania exasperata e Ormosia costulata var. trifoliolata. Sementes das três espécies foram moídas e submetidas à extração salina (NaCl 0,15M - 10 %, p/v). Os extratos totais obtidos foram utilizados para quantificar o conteúdo protéico, detectar a atividade residual da tripsina, a atividade hemaglutinante (AHE) e na obtenção do perfil protéico. A atividade residual da tripsina foi observada somente para T. plumbea e S. exasperata, cujos valores foram 4 e 19 %, respectivamente. A AHE foi detectada nos extratos das três espécies, sendo que os extratos totais de T. plumbea e S. exasperata, hemaglutinaram eritrócitos de rato, camundongo e hamster, enquanto que a espécie O. costulata hemaglutinou somente eritrócitos de hamster. O perfil protéico em SDS-PAGE revelou maior ocorrência de proteínas com massa molecular aparente de 10 a 30 kDa para T. plumbea e S. exasperata, enquanto que para O. costulata prevaleceram bandas protéicas com massa molecular variando entre 20-25 kDa. Conclui-se que os extratos totais de O. costulata e S. exasperata, pertencentes à subfamília Papilionoideae, apresentam menor conteúdo de inibidores de tripsina que T. plumbea (Caesalpinioideae) e, quanto à AHE, os resultados mostraram-se diferenciados, mesmo entre as espécies da mesma subfamília, tanto para a concentração mínima hemaglutinante quanto para a especificidade de interação com os eritrócitos.

Search for low-scale gravity signatures in multi-jet final states with the ATLAS detector at s√ = 8 TeV

We search for evidence of physics beyond the Standard Model in the production of final states with multiple high transverse momentum jets, using 20.3 fb−1 of proton-proton collision data recorded by the ATLAS detector at s√ = 8 TeV. No excess of events beyond Standard Model expectations is observed, and upper limits on the visible cross-section for non-Standard Model production of multi-jet final states are set. Using a wide variety of models for black hole and string ball production and decay, the limit on the cross-section times acceptance is as low as 0.16 fb at the 95% CL for a minimum scalar sum of jet transverse momentum in the event of about 4.3 TeV. Using models for black hole and string ball production and decay, exclusion contours are determined as a function of the production mass threshold and the gravity scale. These limits can be interpreted in terms of lower-mass limits on black hole and string ball production that range from 4.6 to 6.2 TeV.

Search for heavy long-lived multi-charged particles in pp collisions at √s = 8 TeV using the ATLAS detector

A search for heavy long-lived multi-charged particles is performed using the ATLAS detector at the LHC. Data collected in 2012 at s√=8 TeV from pp collisions corresponding to an integrated luminosity of 20.3 fb−1 are examined. Particles producing anomalously high ionisation, consistent with long-lived massive particles with electric charges from |q|=2e to |q|=6e are searched for. No signal candidate events are observed, and 95% confidence level cross-section upper limits are interpreted as lower mass limits for a Drell--Yan production model. The mass limits range between 660 and 785 GeV.