Por causa do Reino dos Céus Uma leitura de gênero de Mateus 19,1-12 e 5,27-32

Há no Evangelho de Mateus material suficiente para se chegar ao discipulado de iguais porque seu conteúdo reflete uma prática igualitária de Jesus em relação às mulheres. Nesta tese tal prática pode ser verificada através da investigação de duas perícopes nas quais Jesus advoga a causa das mulheres discutindo o direito masculino do divórcio e o adultério: 19,1-12 e 5,27-32. No debate sobre a justa causa para se despedir a mulher, Jesus declara que a volta à criação original não mais concede tal prerrogativa aos homens. Essa discussão ocorre em terreno legal e isso se evidencia pelo termo aitia, cujo significado demonstra que na demanda do divórcio a lei concede ao homem o benefício de encontrar um motivo para acusação. Jesus, por sua vez, declara que pela sua lei todo motivo e acusação contra a mulher se transforma em motivo e acusação contra o próprio homem diante de Deus. O silêncio dos fariseus comprova que os argumentos de Jesus são irrefutáveis, mas o protesto dos seus discípulos revela que não lhes agrada a igualdade social entre os sexos. A resposta final e definitiva de Jesus encontra-se em Mt 19,10 onde pelo uso da metáfora eunuco ele encerra o debate dizendo que somente podem aceitar a sua causa os que abraçarem a causa do Reino dos Céus. Os temas divórcio e adultério permitem estender a discussão para o matrimônio que é a relação social e legal que fundamenta tais práticas, e buscar na Antigüidade as leis e costumes que regiam a vida sexual das mulheres naquele tempo, considerando os ambientes mais relevantes em relação ao mundo bíblico: o mundo greco-romano e o oriente próximo no período entre os séculos IV a.C. e IV d.C. para que, através da pesquisa sobre matrimônio, divórcio, adultério, dote, repúdio e outras sanções relativas à vida sexual das mulheres, se possa chegar aos mecanismos culturais da educação capazes de levar as mulheres à cumplicidade ou à resistência aos seus papéis sociais. Essa pesquisa se encerra com uma apreciação da história da renúncia sexual nos contextos judaico e cristão para projetar o ambiente e o horizonte sócio-religioso que foram palcos da recepção e transmissão de Mt 5,27-32 e Mt 19,1-12, de modo a demonstrar que os argumentos misóginos que se tornaram inerentes à interpretação desses textos são o resultado de uma mentalidade sexista que não corresponde à crítica literária do evangelho.(AU)

Humidity responsivity of poly(methyl methacrylate)-based optical fiber Bragg grating sensors

The humidity response of poly(methyl methacrylate) (PMMA)-based optical fiber Bragg gratings (POFBGs) has been studied. The characteristic wavelength of the grating is modulated by water absorption-induced swelling and refractive index change in the fiber. This work indicates that anisotropic expansion may exist in PMMA optical fiber, reducing the humidity responsivity of the grating and introducing uncertainty in the responsivity from fiber to fiber. By pre-straining a grating, one can get rid of this uncertainty and simultaneously improve the POFBG response time. © 2014 Optical Society of America.

A simulation of the surface EMG for analysis of muscle activity during whole body vibratory stimulation

Many studies have accounted for whole body vibration effects in the fields of exercise physiology, sport and rehabilitation medicine. Generally, surface EMG is utilized to assess muscular activity during the treatment; however, large motion artifacts appear superimposed to the raw signal, making sEMG recording not suitable before any artifact filtering. Sharp notch filters, centered at vibration frequency and at its superior harmonics, have been used in previous studies, to remove the artifacts. [6, 10] However, to get rid of those artifacts some true EMG signal is lost. The purpose of this study was to reproduce the effect of motor-unit synchronization on a simulated surface EMG during vibratory stimulation. In addition, authors mean to evaluate the EMG power percentage in those bands in which are also typically located motion artifact components. Model characteristics were defined to take into account two main aspect: the muscle MUs discharge behavior and the triggering effects that appear during local vibratory stimulation. [7] Inter-pulse-interval, was characterized by a polimodal distribution related to the MU discharge frequency (IPI 55-80ms, σ=12ms) and to the correlation with the vibration period within the range of ±2 ms due to vibration stimulus. [1, 7] The signals were simulated using different stimulation frequencies from 30 to 70 Hz. The percentage of the total simulated EMG power within narrow bands centered at the stimulation frequency and its superior harmonics (± 1 Hz) resulted on average about 8% (± 2.85) of the total EMG power. However, the artifact in those bands may contain more than 40% of the total power of the total signal. [6] Our preliminary results suggest that the analysis of the muscular activity of muscle based on raw sEMG recordings and RMS evaluation, if not processed during vibratory stimulation may lead to a serious overestimation of muscular response.

Furnace chemical vapor deposition (FCVD) method for special optical fibers fabrication

The features of the Furnace Chemical Vapor Deposition (FCVD) method of manufacturing preforms for special optical fibers are considered. It is shown that misalignment of substrate silica tube and furnace hole axes has a negative effect on the quality of fabricated preforms, leading to angular and radial asymmetry of the refractive index profile. Ways of getting rid of this and other disadvantages of the FCVD method are described. Some advantages of the FCVD method over the MCVD method are shown. It was demonstrated that the FCVD method, despite some drawbacks, allows to manufacture high-quality fiber preforms with good symmetry of the refractive index profile, and thus it is promising for fabrication of dispersion, dispersion varying and active fibers. © 2011 Copyright Society of Photo-Optical Instrumentation Engineers (SPIE).

Proteção em sistemas elétricos com geração distribuída utilizando a transformada wavelet

A typical electrical power system is characterized by centr alization of power gene- ration. However, with the restructuring of the electric sys tem, this topology is changing with the insertion of generators in parallel with the distri bution system (distributed gene- ration) that provides several benefits to be located near to e nergy consumers. Therefore, the integration of distributed generators, especially fro m renewable sources in the Brazi- lian system has been common every year. However, this new sys tem topology may result in new challenges in the field of the power system control, ope ration, and protection. One of the main problems related to the distributed generati on is the islanding formation, witch can result in safety risk to the people and to the power g rid. Among the several islanding protection techniques, passive techniques have low implementation cost and simplicity, requiring only voltage and current measuremen ts to detect system problems. This paper proposes a protection system based on the wavelet transform with overcur- rent and under/overvoltage functions as well as infomation of fault-induced transients in order to provide a fast detection and identification of fault s in the system. The propo- sed protection scheme was evaluated through simulation and experimental studies, with performance similar to the overcurrent and under/overvolt age conventional methods, but with the additional detection of the exact moment of the fault.

O impacto da remoção de peixes sobre a dinâmica e estrutura dos grupos funcionais fitoplanctônicos em um lago raso tropical durante uma seca severa

The artifi cial eutrophication is one of the biggest t h reat for the quality of aquatic ecosystems in the whole world. The expectations for the future climatic scenarios in arid and semi - arid regions are intense and frequent droughts enhancing the risk of eutrophicati on and cyanobacterial blooms. Restoration techniques of eutrophic lakes were proposed to reduce nutrient loading and improve the water quality. A successful technique used in temperate regions is the biomanipulation by benthivorous fish removal . Our hypoth esis is that the benthivorous fish removal reduces phytoplankton total biomass and change the composition of phytoplankton functional groups, improving water quality. The aim of the study was evaluate the impact of biomanipulation on phytoplankton function al groups and in the water quality. We applied the technique of biomanipulation in the artificial lake ESEC, in a semi - arid region of Brazil and analyzed the physical and chemical variables and the dynamic of phytoplankton functional groups monthly during November 2012 to August 2013. With the removal of benthivorous fish we observed a significant increase of the euphotic depth, phytoplankton richness and the recruitment of green algae (groups F and J ), indicators of good water quality. However, we did not observe significant differences on total phosphorous concentration and on phytoplankton biomass and diversity. The drought effect in the region during the study was evident , promoting a drastic reduction on water level which influenced the availability of resource and affected phytoplankton community before the biomanipulation. To evaluate the effect of severe drought on the dynamic of phytoplankton functional groups and test if the drought periods are favorable to dominance of cyanobacterial groups, we stu died two artificial neighbors lakes (ESEC and Pocinhos) in a semi - arid tropical region during May 2012 to February 2013. We observed a temporal differentiation of biotic and abiotic variables caused by drought. Both lakes presented reduction of 2 meters of water level and increase on conductivity, turbidity, nutrients concentration and a reduction on water transparency, during the severe drought. The deeper lake (Pocinhos) increased phytoplankton total biomass and presented cyanobacterial functional group d ominance (group S N ) and the shallower lake (ESEC) reduced phytoplankton total biomass and presented dominance of mixotrophic and flagellate functional groups (groups W 1 e W 2 ). Summarizing, the knowledge of the effects of benthivorous fish removal in semi - a rid tropical lakes still unknown and this study had limitations caused by the impact of drought. Thus, it is necessary a long term monitoring to investigate the real effects of biomanipulation on the functioning of the studied ecosystems. Otherwise, period s of drought could have opposite effects (increase or reduction) on total biomass and composition of phytoplankton functional groups. Drought not always leads to dominance of cyanobacterial groups.

A democracia participativa na jurisdição constitucional brasileira: o amicus curiae enquanto mediador democrático no controle concentrado de constitucionalidade no Supremo Tribunal Federal

This master thesis aims to research the tension established between the judicial review and democratic theory which was always present in the constitutional doctrine of separation of powers. In this regard, the expansion of the Brazilian constitutional jurisdiction checked after the occurrence of the Federal Constitution of 1988 and the inertia of the Legislature in disciplinary relevant legal aspects of Brazilian society contributed to a hyperactivity of the Supreme Court. However, in a complex society of context, as is the Brazilian society, there are contained demands and political controversies that hardly would be well represented or resolved through the action of the Court of ministers at the expense of other government bodies. Among the supremacy of Parliament and the legitimacy deficit of these magistrates, is the constitutional text and the social fabric that makes this legal status of the political. Participatory democracy established by the guidelines of the Federal Constitution requires this perspective when the Supreme Court acting in place of concentrated constitutionality control. In a plural society, there is no reason to get rid of state decision moments popular participation. Lack the Supreme Court, this time, the democratizing perception that the institute brings to the interior of the Court, as state determination of space in which to come together and meet the aspirations of society and state claims. The dissertation investigates thus the possibility of amicus curiae Institute serve as a mediator of the democratic debate, to assist the Supreme Court in the preparation of the decision is, historically, that which is of greater legitimacy, from the perspective of a theory participatory democracy. Analyzes, likewise, the unfolding of abstract judicial review in the context of Brazilian law. Proposes, incidentally, a rereading of the separation of powers, with the call for the Judiciary be careful not to become the protagonist of national political decisions. It maintains, finally, that procedural opening the interpreters of the constitution, through the amicus curiae Institute, shows up as able to decrease the legitimacy deficit in the performance of the Brazilian Supreme Court.

An impulsive differential equation model for Marek's disease

Many dynamical processes are subject to abrupt changes in state. Often these perturbations can be periodic and of short duration relative to the evolving process. These types of phenomena are described well by what are referred to as impulsive differential equations, systems of differential equations coupled with discrete mappings in state space. In this thesis we employ impulsive differential equations to model disease transmission within an industrial livestock barn. In particular we focus on the poultry industry and a viral disease of poultry called Marek's disease. This system lends itself well to impulsive differential equations. Entire cohorts of poultry are introduced and removed from a barn concurrently. Additionally, Marek's disease is transmitted indirectly and the viral particles can survive outside the host for weeks. Therefore, depopulating, cleaning, and restocking of the barn are integral factors in modelling disease transmission and can be completely captured by the impulsive component of the model. Our model allows us to investigate how modern broiler farm practices can make disease elimination difficult or impossible to achieve. It also enables us to investigate factors that may contribute to virulence evolution. Our model suggests that by decrease the cohort duration or by decreasing the flock density, Marek's disease can be eliminated from a barn with no increase in cleaning effort. Unfortunately our model also suggests that these practices will lead to disease evolution towards greater virulence. Additionally, our model suggests that if intensive cleaning between cohorts does not rid the barn of disease, it may drive evolution and cause the disease to become more virulent.

Imagerie Musicale Involontaire : caractéristiques phénoménologiques et mnésiques

L’imagerie musicale involontaire (IMIN) est un phénomène mental extrêmement commun. Il peut être défini en tant que type d’imagerie mentale musicale qui devient consciente sans effort ou intentionnalité et qui n’est pas pathologique. La forme la plus connue d’IMIN est le « ver d’oreille », qui se présente généralement comme un court extrait musical tournant en boucle en tête et dont on se débarrasse difficilement. L’objectif principal de la présente thèse est d’investiguer les mécanismes cognitifs sous-tendant le phénomène puisque, malgré l’intérêt répandu dans les médias populaires, son étude expérimentale est récente et un modèle intégré n’a pas encore été proposé. Dans la première étude, l’induction expérimentale a été tentée et les caractéristiques des images mentales d’épisodes d’IMIN ont été investiguées. Dans le laboratoire, des chansons accrocheuses (versus des proverbes) ont été présentées répétitivement aux participants qui devaient ensuite les chanter le plus fidèlement possible. Ils ont par après quitté le laboratoire, une enregistreuse numérique en mains, avec la consigne d’enregistrer une reproduction vocale la plus fidèle possible de ce qu’ils avaient en tête lors de tous leurs épisodes d’IMIN sur une période de quatre jours, ainsi que de décrire leur timbre. L’expérience a été répétée deux semaines plus tard. Douze des dix-huit participants du groupe expérimental ont rapporté des pièces induites comme épisodes d’IMIN, ce qui confirme l’efficacité de la procédure d’induction. La tonalité et le tempo des productions ont ensuite été analysés et comparés à ceux des pièces originales. Similairement pour les épisodes d’IMIN induits et les autres, les tempi produits et, dans une moindre mesure pour les non-musiciens, les tonalités étaient proches des originaux. Le timbre décrit était généralement une version simplifiée de l’original (un instrument et/ou une voix). Trois études se sont ensuite intéressées au lien entre le potentiel d’IMIN et la mémorabilité. Dans une étude préliminaire, 150 chansons du palmarès francophone radiophonique ont été évaluées en ligne par 164 participants, sur leur niveau de familiarité, d’appréciation et de potentiel d’IMIN. Les pièces ont ensuite été divisées en groupes de stimuli à faible et à fort potentiel d’IMIN, qui ont été utilisés dans une tâche typique de rappel libre/reconnaissance, premièrement avec des francophones (pour qui les pièces étaient familières) et ensuite avec des non-francophones (pour qui les pièces étaient non-familières). Globalement, les pièces à fort potentiel d’IMIN étaient mieux rappelées et reconnues que les pièces à faible potentiel. Une dernière étude a investigué l’impact de la variabilité inter-stimulus du timbre sur les résultats précédents, en demandant à une chanteuse d’enregistrer les lignes vocales des pièces et en répétant l’expérience avec ces nouveaux stimuli. La différence précédemment observée entre les stimuli à fort et à faible potentiel d’IMIN dans la tâche de reconnaissance a ainsi disparu, ce qui suggère que le timbre est une caractéristique importante pour le potentiel d’IMIN. En guise de conclusion, nous suggérons que les phénomènes mentaux et les mécanismes cognitifs jouant un rôle dans les autres types de souvenirs involontaires peuvent aussi s’appliquer à l’IMIN. Dépendamment du contexte, la récupération mnésique des pièces peut résulter de la répétition en mémoire à court terme, de l’amorçage à court et long terme ou de l’indiçage provenant de stimuli dans l’environnement ou les pensées. Une des plus importantes différences observables entre l’IMIN et les autres souvenirs involontaires est la répétition. Nous proposons que la nature même de la musique, qui est définie par la répétition à un niveau micro- et macro-structurel en est responsable.

Mikroyrityksen ja tilitoimiston välisten prosessien kehittäminen sähköistämisen avulla

Tämä tutkielma käsittelee mikroyrityksen ja tilitoimiston välistä yhteistyötä sekä sen edistämistä sähköistämisen keinoin. Aihetta käsitellään ulkoistamisen näkökulmasta, jolloin taloushallinnon prosessit käsittävät tilitoimiston ja yrityksen välisen tiedonvaihdon ja yhteistyön. Tutkielmassa käsitellään taloushallinnon roolia ja prosesseja sekä taloushallinnon ulkoistamisen teoreettisia lähtökohtia. Tämän jälkeen syvennytään taloushallinnon sähköistämiseen sekä sen etuihin ja haittoihin. Aiheita pyritään käsittelemään sekä yleisellä tasolla että mikroyritysten näkökulmasta. Tutkielman tavoitteena on teorian ja empiirisen tutkimuksen avulla selvittää, millaisia sähköisiä keinoja valitun kohdeyrityksen ja tilitoimiston yhteistyön kehittämiseen on tarjolla ja kuinka nämä keinot edistäisivät osapuolten välistä yhteistyötä. Työssä käytetty tutkimusmenetelmä on kvalitatiivinen ja tutkittavaa ilmiötä on tarkasteltu tapaustutkimuksen keinoin. Tutkimusaineisto kerättiin kohdeyrityksen omistajayrittäjältä keskusteluin sekä kohdeyrityksen käyttämälle tilitoimistolle sähköpostitse lähetetyllä kyselyllä. Tutkielmassa päädyttiin siihen, että sähköisistä menetelmistä on saatu apua esimerkiksi kuittikirjanpidossa. Käytössä olevien sähköisten palveluiden määrää sen sijaan voitaisiin vähentää ainakin poistamalla yksi laskujenhallintaohjelma käytöstä. Tämä edistäisi tositteiden kulkua yritykseltä kirjanpitäjälle ja samalla päästäisiin eroon myös yhdestä käyttöominaisuuksiltaan kehnosta laskujenhallintajärjestelmästä. Toisaalta todettiin, että ydinongelmat eivät loppujen lopuksi liity heikkoon teknologiaan vaan ihmisten välisiin suhteisiin eivätkä nämä ongelmat ole ratkaistavissa teknologian keinoin.

Protect your home against mosquitoes

Mosquitoes develop in water that stands for more than five days. To reduce the mosquito population around your home and property, eliminate all standing water and debris. These tips help eliminate mosquitoes: locate sites where mosquitoes breed ; drain, fill, or get rid of areas that hold water ; protect yourself from biting mosquitoes.

Krytycznie o metodologicznych przesłankach udziału naukowców w Międzynarodowym Programie PISA/OECD

My article is a succinct overview of macro-Polish governments’ evolution over 25 years of political transformation. It is presented from the perspective of education for democracy, in a democracy and not about democracy. I explain how Poles, after they got rid of the monistic doctrine of the totalitarian state, have become subjected to a covert process of democratization of education and the school system. I analyze public education, mechanisms and structures for its management in a way that counteracts democratic change. The school is subjected to political game-makers. It becomes an institution which is painfully ineffective and without a face. This institution destroys tradition and causes intellectual regression. There are threats to educational reforms which lie not only in the sociopolitical mechanisms, but also and perhaps primarily within the education system, which has not created procedures to eliminate Pharisees of innovation from it. After 25 years of transformation, the Polish educational system is not only partially reprivatized but highly bureaucratic and fully involved in political parties.

Postharvest changes in profiles of sugars, organic acids and tocopherols in leafy vegetables monitored by chromatographic techniques

After harvest, plants remain living organisms with the capacity to carry out metabolic processes. Thus, from the moment they are detached from the source of nutrients, they become entirely dependent on their own organic reserves [1]. Postharvest changes cannot be stopped, but they can be slowed within certain limits. Therefore, this study was conducted to evaluate the effects induced by storage in the profiles of sugars, organic acids and tocopherols of two leafy vegetables. Wild samples of watercress (Nasturtium officinale R. Br.) and buckler sorrel (Rumex induratus Boiss. & Reut.), from the Northeastern region of Portugal, were analyzed after harvest (control) and after storage in sterilized packages (using the passive modification mode) at 4ºC for 7 or 12 days, respectively. Analyses were performed by high-performance liquid chromatography (HPLC) using different detectors, i.e., a refraction index detector (RID) for free sugars, a photodiode array detector (PDA) for organic acids, and a fluorescence (FP) detector for tocopherols. The storage time decreased the levels of fructose, glucose and total sugars in both leafy vegetables and increased the total organic acids content. The decrease of these sugars can be related to its use by the plant to produce the required energy. Ascorbic acid was detected in buckler sorrel and decreased with storage; while the amount of malic acid increased in both species. Curiously, all the tocopherol isoforms increased in watercress, while buckler sorrel just present higher values of γ- and δ- tocopherols. In fact, the de novo synthesis of these bioactives compounds can be a plant strategy to fight against the reactive species that are produced during storage. The knowledge of the behavior of these compounds during storage that was achieved with this study [2] may contribute to the development of more effective preservation strategies for leafy vegetables.

Imagerie Musicale Involontaire : caractéristiques phénoménologiques et mnésiques

L’imagerie musicale involontaire (IMIN) est un phénomène mental extrêmement commun. Il peut être défini en tant que type d’imagerie mentale musicale qui devient consciente sans effort ou intentionnalité et qui n’est pas pathologique. La forme la plus connue d’IMIN est le « ver d’oreille », qui se présente généralement comme un court extrait musical tournant en boucle en tête et dont on se débarrasse difficilement. L’objectif principal de la présente thèse est d’investiguer les mécanismes cognitifs sous-tendant le phénomène puisque, malgré l’intérêt répandu dans les médias populaires, son étude expérimentale est récente et un modèle intégré n’a pas encore été proposé. Dans la première étude, l’induction expérimentale a été tentée et les caractéristiques des images mentales d’épisodes d’IMIN ont été investiguées. Dans le laboratoire, des chansons accrocheuses (versus des proverbes) ont été présentées répétitivement aux participants qui devaient ensuite les chanter le plus fidèlement possible. Ils ont par après quitté le laboratoire, une enregistreuse numérique en mains, avec la consigne d’enregistrer une reproduction vocale la plus fidèle possible de ce qu’ils avaient en tête lors de tous leurs épisodes d’IMIN sur une période de quatre jours, ainsi que de décrire leur timbre. L’expérience a été répétée deux semaines plus tard. Douze des dix-huit participants du groupe expérimental ont rapporté des pièces induites comme épisodes d’IMIN, ce qui confirme l’efficacité de la procédure d’induction. La tonalité et le tempo des productions ont ensuite été analysés et comparés à ceux des pièces originales. Similairement pour les épisodes d’IMIN induits et les autres, les tempi produits et, dans une moindre mesure pour les non-musiciens, les tonalités étaient proches des originaux. Le timbre décrit était généralement une version simplifiée de l’original (un instrument et/ou une voix). Trois études se sont ensuite intéressées au lien entre le potentiel d’IMIN et la mémorabilité. Dans une étude préliminaire, 150 chansons du palmarès francophone radiophonique ont été évaluées en ligne par 164 participants, sur leur niveau de familiarité, d’appréciation et de potentiel d’IMIN. Les pièces ont ensuite été divisées en groupes de stimuli à faible et à fort potentiel d’IMIN, qui ont été utilisés dans une tâche typique de rappel libre/reconnaissance, premièrement avec des francophones (pour qui les pièces étaient familières) et ensuite avec des non-francophones (pour qui les pièces étaient non-familières). Globalement, les pièces à fort potentiel d’IMIN étaient mieux rappelées et reconnues que les pièces à faible potentiel. Une dernière étude a investigué l’impact de la variabilité inter-stimulus du timbre sur les résultats précédents, en demandant à une chanteuse d’enregistrer les lignes vocales des pièces et en répétant l’expérience avec ces nouveaux stimuli. La différence précédemment observée entre les stimuli à fort et à faible potentiel d’IMIN dans la tâche de reconnaissance a ainsi disparu, ce qui suggère que le timbre est une caractéristique importante pour le potentiel d’IMIN. En guise de conclusion, nous suggérons que les phénomènes mentaux et les mécanismes cognitifs jouant un rôle dans les autres types de souvenirs involontaires peuvent aussi s’appliquer à l’IMIN. Dépendamment du contexte, la récupération mnésique des pièces peut résulter de la répétition en mémoire à court terme, de l’amorçage à court et long terme ou de l’indiçage provenant de stimuli dans l’environnement ou les pensées. Une des plus importantes différences observables entre l’IMIN et les autres souvenirs involontaires est la répétition. Nous proposons que la nature même de la musique, qui est définie par la répétition à un niveau micro- et macro-structurel en est responsable.

Filtro kl/dvs para atenuação do ruído "ground roll"

In geophysics there are several steps in the study of the Earth, one of them is the processing of seismic records. These records are obtained through observations made on the earth surface and are useful for information about the structure and composition of the inaccessible parts in great depths. Most of the tools and techniques developed for such studies has been applied in academic projects. The big problem is that the seismic processing power unwanted, recorded by receivers that do not bring any kind of information related to the reflectors can mask the information and/or generate erroneous information from the subsurface. This energy is known as unwanted seismic noise. To reduce the noise and improve a signal indicating a reflection, without losing desirable signals is sometimes a problem of difficult solution. The project aims to get rid of the ground roll noise, which shows a pattern characterized by low frequency, low rate of decay, low velocity and high amplituds. The Karhunen-Loève Transform is a great tool for identification of patterns based on the eigenvalues and eigenvectors. Together with the Karhunen-Loève Transform we will be using the Singular Value Decomposition, since it is a great mathematical technique for manipulating data