959 resultados para k-nearest neighbours estimation


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Mycotoxins are toxic secondary metabolites produced by filamentous fungi that occur naturally in agricultural commodities worldwide. Aflatoxins, ochratoxin A, patulin, fumonisins, zearalenone, trichothecenes and ergot alkaloids are presently the most important for food and feed safety. These compounds are produced by several species that belong to the Aspergillus, Penicillium, Fusarium and Claviceps genera and can be carcinogenic, mutagenic, teratogenic, cytotoxic, neurotoxic, nephrotoxic, estrogenic and immunosuppressant. Human and animal exposure to mycotoxins is generally assessed by taking into account data on the occurrence of mycotoxins in food and feed as well as data on the consumption patterns of the concerned population. This evaluation is crucial to support measures to reduce consumer exposure to mycotoxins. This work reviews the occurrence and levels of mycotoxins in Portuguese food and feed to provide a global overview of this issue in Portugal. With the information collected, the exposure of the Portuguese population to those mycotoxins is assessed, and the estimated dietary intakes are presented.

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Este trabalho relata o estudo químico de duas plantas medicinais da Amazônia: Philodendron scabrum K. krause (Araceae) e Vatairea guianensis Aubl. (Fabaceae). As composições dos óleos essenciais dos cipós de P. scabrum e dos frutos de V. guianensis, respectivamente, foram analisadas em CG-DIC e CG-EM. Os constituintes majoritários dos cipós de P. scabrum foram óxido de cariofileno (19,42%), α-copaeno (16,08%) e β-bisaboleno (10,01%); e nos frutos de V. guianensis foram o ácido (9Z)-octadecenoico (24,95%) e o ácido docosahexaenoico (24,17%). β-sitosterol e o alquilresorcinol 1-hexadecanoil-2,6-dihidroxibenzeno foram isolados do extrato etanólico dos cipós de P. scabrum; e do extrato etanólico dos frutos de V. guianensis, foram isoladas as antraquinonas crisofanol e fisciona. As determinações estruturais foram baseadas em dados de RMN de ¹H e 13C. RMN, uni e bidimensional e comparação com dados da literatura.

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A intensa exploração econômica tem causado diminuição do estoque original das espécies madeireiras amazônicas, incluindo aquelas de alta durabilidade natural destinadas a usos em contato com o solo. A escassez dessas madeiras resulta na elevação do preço, inviabilizando economicamente seu uso, sendo uma alternativa a substituição por espécies plantadas de rápido crescimento tratadas com preservativos. Outra vantagem, além da econômica, de utilizar espécies plantadas em substituição às tradicionais é ambiental, pois reduzirá a pressão exploratória sobre aquelas. Este estudo teve por objetivo avaliar o grau de degradação biológica de madeira de eucalipto citriodora (Corymbia citriodora (Hook.) K.D. Hill & L.A.S. Johnson) tratado por processo a vácuo e pressão com arseniato de cobre cromatado (CCA) e exposta em ensaio de campo em Rio Branco-AC. O ensaio foi implantado em maio de 2005 com estacas tratadas ou não com CCA. As variáveis avaliadas foram: 1) degradação por fungos, 2) degradação por cupins, e 3) região ou parte da peça afetada. A partir da terceira avaliação (47 meses de ensaio), 100% dos corpos de prova não tratados foram classificados com o grau de degradação máximo e, ao contrário, 100% dos tratados com CCA, decorridos 60 meses de ensaio, foram classificados com o grau mínimo. As partes não tratadas com maior e menor grau de degradação foram, respectivamente, o topo inferior e a parte aérea acima de 10 cm do solo. A degradação provocada por fungos foi levemente inferior à dos cupins. O ensaio aponta para a viabilidade técnica do uso de madeira tratada de eucalipto em substituição às espécies tradicionais da Amazônia.

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Aniba canelilla (H.B.K.) Mez. is a tree species from Amazon that produces essential oil. The oil extraction from its leaves and stems can be an alternative way to avoid the tree cutting for production of essential oil. The aim of this study was to analyse factors that may influence the essential oil production and the biomass of resprouts after pruning the leaves and stems of A. canelilla trees. The tree crowns were pruned in the wet season and after nine months the leaves and stems of the remaining crown and the resprouts were collected, in the dry season. The results showed that the essential oil yield and chemical composition differed among the stems, leaves and resprouts. The stems' essential oil production differed between the seasons and had a higher production in the resprouting stems than the old stems of the remaining crown. The production of essential oil and leaf biomass of resprouts were differently related to the canopy openness, indicating that light increases the production of the essential oil and decreases the biomass of resprouting leaves. This study revealed that plant organs differ in their essential oil production and that the canopy openness must be taken into account when pruning the A. canelilla tree crown in order to achieve higher oil productivity.

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As altas temperaturas ocorrentes durante a queima na floresta Amazônica podem induzir transformações mineralógicas da fração argila. Este trabalho objetivou avaliar as alterações mineralógicas nas frações areia, silte e argila e na reserva mineral de solos submetidos a diferentes manejos (11 anos de mata secundária, pastagem e café) após a derrubada e queima de floresta nativa situada na Amazônia Meridional, município de Cacoal (RO). Uma área de floresta nativa ombrófila densa, com mesma feição pedológica, foi dividida em quatro partes, sendo três áreas submetidas ao corte e à queima e posteriormente cultivadas. Em cada manejo, os perfis de solos foram descritos e amostras dos horizontes A, AB, B1, 2B2 e 2BC foram coletadas para as análises mineralógicas das frações argila, silte e areia (difratometria de raios X) e químicas da fração argila (extração de Fe com ditionito-citrato-bicarbonato - DCB e com oxalato de amônio - OA). Os teores de K não trocáveis foram determinados nas amostras de solo após extração com HNO3 1 mol L-1 fervente. Verificou-se o predomínio da caulinita na fração argila e alta reserva mineral de K nos solos, associada à ocorrência de mica nas frações argila, silte e areia. Os diferentes manejos não afetaram os teores de Fe2O3DCB e Fe2O3OA; por outro lado, o maior valor estimado para a relação entre os teores de goethita e hematita [Gt/(Gt+Hm)] na fração argila no horizonte A da floresta indica uma possível transformação parcial de Gt em Hm durante a queima da floresta para a implantação dos manejos mata secundária, pastagem e café.

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Species distribution modeling has relevant implications for the studies of biodiversity, decision making about conservation and knowledge about ecological requirements of the species. The aim of this study was to evaluate if the use of forest inventories can improve the estimation of occurrence probability, identify the limits of the potential distribution and habitat preference of a group of timber tree species. The environmental predictor variables were: elevation, slope, aspect, normalized difference vegetation index (NDVI) and height above the nearest drainage (HAND). To estimate the distribution of species we used the maximum entropy method (Maxent). In comparison with a random distribution, using topographic variables and vegetation index as features, the Maxent method predicted with an average accuracy of 86% the geographical distribution of studied species. The altitude and NDVI were the most important variables. There were limitations to the interpolation of the models for non-sampled locations and that are outside of the elevation gradient associated with the occurrence data in approximately 7% of the basin area. Ceiba pentandra (samaúma), Castilla ulei (caucho) and Hura crepitans (assacu) is more likely to occur in nearby water course areas. Clarisia racemosa (guariúba), Amburana acreana (cerejeira), Aspidosperma macrocarpon (pereiro), Apuleia leiocarpa (cumaru cetim), Aspidosperma parvifolium (amarelão) and Astronium lecointei (aroeira) can also occur in upland forest and well drained soils. This modeling approach has potential for application on other tropical species still less studied, especially those that are under pressure from logging.

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ABSTRACT The spatial distribution of forest biomass in the Amazon is heterogeneous with a temporal and spatial variation, especially in relation to the different vegetation types of this biome. Biomass estimated in this region varies significantly depending on the applied approach and the data set used for modeling it. In this context, this study aimed to evaluate three different geostatistical techniques to estimate the spatial distribution of aboveground biomass (AGB). The selected techniques were: 1) ordinary least-squares regression (OLS), 2) geographically weighted regression (GWR) and, 3) geographically weighted regression - kriging (GWR-K). These techniques were applied to the same field dataset, using the same environmental variables derived from cartographic information and high-resolution remote sensing data (RapidEye). This study was developed in the Amazon rainforest from Sucumbíos - Ecuador. The results of this study showed that the GWR-K, a hybrid technique, provided statistically satisfactory estimates with the lowest prediction error compared to the other two techniques. Furthermore, we observed that 75% of the AGB was explained by the combination of remote sensing data and environmental variables, where the forest types are the most important variable for estimating AGB. It should be noted that while the use of high-resolution images significantly improves the estimation of the spatial distribution of AGB, the processing of this information requires high computational demand.

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A precise estimation of the postmortem interval (PMI) is one of the most important topics in forensic pathology. However, the PMI estimation is based mainly on the visual observation of cadaverous pheno- mena (e.g. algor, livor and rigor mortis) and on alternative methods such as thanatochemistry that remain relatively imprecise. The aim of this in vitro study was to evaluate the kinetic alterations of several bio- chemical parameters (i.e. proteins, enzymes, substrates, electrolytes and lipids) during putrefaction of human blood. For this purpose, we performed kinetic biochemical analysis during a 264 hour period. The results showed a significant linear correlation between total and direct bilirubin, urea, uric acid, transferrin, immunoglobulin M (IgM), creatine kinase (CK), aspartate transaminase (AST), calcium and iron with the time of blood putrefaction. These parameters allowed us to develop two mathematical models that may have predictive values and become important complementary tools of traditional methods to achieve a more accurate PMI estimation

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Dissertação de mestrado em Estatística

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This article argues for a cultural perspective to be brought to bear on studies of climate change risk perception. Developing the “circuit of culture” model, the article maintains that the producers and consumers of media texts are jointly engaged in dynamic, meaning-making activities that are context-specific and that change over time. A critical discourse analysis of climate change based on a database of newspaper reports from three U.K. broadsheet papers over the period 1985–2003 is presented. This empirical study identifies three distinct circuits of climate change—1985–1990, 1991–1996, 1997–2003—which are characterized by different framings of risks associated with climate change. The article concludes that there is evidence of social learning as actors build on their experiences in relation to climate change science and policy making. Two important factors in shaping the U.K.’s broadsheet newspapers’ discourse on “dangerous” climate change emerge as the agency of top political figures and the dominant ideological standpoints in different newspapers.

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The relationship between estimated and real motor competences was analyzed for several tasks. Participants were 303 children (160 boys and 143 girls), which had between 6 and 10 years of age (M=8.63, SD=1.16). None of the children presented developmental difficulties or learning disabilities, and all attended age-appropriate classes. Children were divided into three groups according to their age: group 1 (N= 102; age range: 6.48-8.01 years); group 2 (N= 101; age range: 8.02-9.22 years); and group 3 (N=100; age range: 9.24-10.93 years). Children were asked to predict their maximum distance for a locomotor, a manipulative, and a balance task, prior to performing those tasks. Children’s estimations were compared with their real performance to determine their accuracy. Children had, in general, a tendency to overestimate their performance (standing long jump: 56.11%, kicking: 63.37%, throwing: 73.60%, and Walking Backwards (WB) on a balance beam: 45.21%), and older children tended to be more accurate, except for the manipulative tasks. Furthermore, the relationship between estimation and real performance in children with different levels of motor coordination (Köperkoordinationstest für Kinder, KTK) was analyzed. The 75 children with the highest score comprised the Highest Motor Coordination (HMC) group, and the 78 children with the lowest score were placed in the Lowest Motor Coordination (LMC) group. There was a tendency for LMC and HMC children to overestimate their skills at all tasks, except for the HMC group at the WB task. Children with the HMC level tended to be more accurate when predicting their motor performance; however, differences in absolute percent error were only significant for the throwing and WB tasks. In conclusion, children display a tendency to overestimate their performance independently of their motor coordination level and task. This fact may be determinant to the development of their motor competences, since they are more likely to engage and persist in motor tasks, but it might also increase the occurrence of unintended injuries.

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La industria chacinera genera efluentes con alto contenido de materia orgánica, la cual puede evaluarse midiendo la demanda bioquímica de oxígeno (DBO). Conocer la velocidad a la cual es oxidada por vía biológica permite diseñar adecuadamente los sistemas de depuración, como así también evaluar el impacto que su vertido puede ocasionar sobre el ambiente. En el presente trabajo se determinó la constante de velocidad de reacción (k) y la demanda bioquímica de oxígeno última (L) para el efluente generado por un frigorífico faenador de porcinos y elaborador de chacinados, considerando que el ejercicio de la DBO es directamente proporcional a la concentración del sustrato (cinética de primer orden). Se evaluaron muestras del efluente recogidas en diferentes días de la semana, incubándolas durante diez días en condiciones estándar y se midió la DBO ejercida cada 24 horas. Con los valores encontrados se procedió a calcular los parámetros cinéticos k y L utilizando el método de los mínimos cuadrados. Se encontraron valores de k de 0,25 - 0,85 d-1 (rango 0,60 d-1) y L de 1578 – 3270 mg/l (rango 1692 mg/l). La DBO ejercida luego de 5 días de incubación (DBO5) osciló de 1328 – 2730 mg/l (rango 1402 mg/l). Los resultados de este estudio indican una importante variación en la carga contaminante del efluente medida en términos de DBO5, al igual que la velocidad de estabilización por vía biológica evaluada según los valores de k. Del mismo modo, la DBO5 expresa solo una fracción de la cantidad de oxígeno que se consumirá para la estabilización del residuo en un sistema de depuración o en el ambiente luego de su vertido. Estas situaciones influirán en la eficiencia de las plantas de depuración para este tipo de efluente a los efectos de lograr una adecuada depuración. Se considera conveniente conocer los parámetros cinéticos para optimizar el diseño de las instalaciones para el tratamiento del efluente generado por la industria chacinera y evaluar adecuadamente el impacto ambiental de este residuo.

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El contra-transporte Na-Ca presente en células excitables es un sistema que, reversiblemente, puede introducir Ca de las células en intercambio por Na. La energía requerida para el transporte de Ca en contra de su gradiente electroquímico es provista por el gradiente de Na generado por la actividad de la Na+, K+- ATPasa. Por ello, aunque estos dos mecanismos funcionan independientemente uno del otro, están íntimamente ligados en la gestión integradora de la homeostasis iónica celular. (...) El presente plan consiste en dos subproyectos que estudiarán dos sistemas de transporte de cationes a través de la membrana celular estrechamente ligados entre sí. Estos son el contratransporte Na/Ca y el transporte activo Na/K que a su vez provee de energías (el gradiente de Na) para el funcionamiento del primero. Los estudios enfatizarán la regulación metabólica, su relevancia en la maduración y diferenciación celular y los intermediarios en los ciclos de reacción. (I) Subproyecto de Intercambio Na/Ca: Los objetivos que se persiguen son: (i) avanzar en la propiedades del sitio activador externo para cationes monovalentes (SAECM); (ii) analizar el ciclo de reacción en base a las propiedades del ciclo único tratando de establecer la cinética del sistema de unión de ligandos transportados (secuencial o ping pong); (iii) analizar el/los mecanismos asociados a la estimulación por MgATP. Si la fosforilación por ATP es requerida, identificar las reacciones y estructuras involucradas. Las preparaciones a utilizar incluyen células nerviosas en cultivo, vesículas de esas células y vesículas de cerebro total y de miocardio. (II) Transporte activo Na/K: el propósito es proveer información relevante al debate respecto del mecanismo por el cual K estimula la reacción de intercambio fosforil entre ATP y ADP y revierte la inhibición por Na exterior de la actividad Na-ATPasa, de la deforilación de E2P y del intercambio ATP-ADP. La preparación a utilizar será la Na+, K+- ATPasa purificada; la ubicación topográfica de sitios de interacción se efectuará utilizando la enzima incorporada en liposomas.