306 resultados para NIRS. Bactérias. PCA. SIMCA. PLS-DA
Resumo:
Avaliou-se o efeito de bactérias diazotróficas na produção de abacaxizeiro cv. Cayenne Champac (Champaka), sob irrigação, em dois níveis de adubação nitrogenada. Os tratamentos constaram dos níveis de N de 180 kg ha-1 ano-1 e 300 kg ha-1 ano-1, nas parcelas e subparcelas de mudas micropropagadas inoculadas com bactéria relacionada a Burkholderia cepacia AB213, de bactéria Asaia bogorensis AB219 e controles sem inoculação bacteriana, utilizando-se de três repetições. A inoculação bacteriana foi realizada no laboratório (10(8) células planta-1) e a aclimatação das mudas, em casa de vegetação. Após 5 meses, as mudas foram transplantadas no campo, utilizando-se de 0,9 m entre as linhas e 0,3 m entre as plantas. A cultivar apresentou bom desempenho sob irrigação no solo arenoso de Pacajus, Estado do Ceará, quando adubado com o maior nível de N. Para cada quilograma do elemento fornecido, houve incremento de 124,3 kg ha-1 na massa fresca dos frutos com coroa, entre os níveis da adubação nitrogenada. Na dose maior de N, plantas inoculadas do AB219 produziram frutos maiores e massas frescas 19,4% e 17,3% superiores aos controles, respectivamente, para frutos sem e com coroa. O efeito do AB213 na produção foi menor (9,9%) no nível mais baixo de N. A evidência do efeito de bactérias diazotróficas na cultivar Cayenne Champac foi demonstrada.
Resumo:
A descontaminação dos explantes é um dos princípios básicos para o sucesso da cultura de tecidos. Um dos problemas diagnosticados na propagação in vitro da figueira, através de gemas apicais, é a contaminação endógena dos explantes por bactérias. Este trabalho teve como objetivo avaliar a eficiência de alguns antibióticos em meio de cultura para o controle de bactérias endógenas em gemas apicais de figueira. Foram avaliados os seguintes tratamentos: T1(sem adição de antibiótico); T2 (30 mg L-1 de cloranfenicol); T3 (250 mg L-1 de ampicilina sódica); T4 (500 mg L-1 de ácido nalidícico); T5 (150 mg L-1 de cefalotina sódica); T6 (500 mg L-1 de tetraciclina), e T7 (400 mg L-1 de norfloxacina). Após coletados em campo, os segmentos de ramos contendo as gemas foram colocados em recipiente com água corrente. Posteriormente, as gemas apicais foram imersas em álcool etílico a 70% e hipoclorito de sódio a 2,5%. Todo procedimento de desinfestação externa dos explantes foi realizado em câmara de fluxo laminar. Os explantes foram inoculados em tubos de ensaio contendo 15 mL de meio básico MS suplementado, após a autoclavagem, com as doses de antibióticos de acordo com os tratamentos estabelecidos. Após a inoculação, os explantes foram mantidos em sala de crescimento por quatro dias no escuro e, em seguida, sob fotoperíodo de 16 horas de luz branca fria e irradiância de 25 µmol m s-1, na temperatura de 22 ± 3ºC. A assepsia realizada externamente nos explantes foi suficiente para o controle de contaminação fúngica, e a adição de antibióticos ao meio, após autoclavagem, foi eficiente para o controle de bactérias endógenas, cujo antibiótico ampicilina sódica proporcionou mais de 90% de explantes sobreviventes.
Resumo:
Conduziu-se um experimento em casa de vegetação para avaliar o crescimento de mudas de mamoeiro inoculadas com fungos micorrízicos arbusculares (FMAs) e com bactérias diazotróficas, na ausência e presença de fósforo. O delineamento experimental foi o de blocos casualizados, em arranjo fatorial 4 x 3 x 2, sendo os tratamentos compostos por: espécies de fungos micorrízicos arbusculares Glomus clarum, Gigaspora margarita, o inóculo misto Glomus clarum + Gigaspora margarita e o controle sem FMAs; as bactérias diazotróficas Stenotrophomonas maltophilia e Azospirillum sp. e o controle sem bactéria diazotrófica; duas doses de fósforo no solo, 0 e 25 mg dm-3, todos com quatro repetições. Aos 105 dias após a semeadura, as plantas foram coletadas e avaliadas quanto à altura, área foliar total, diâmetro do caule, matéria seca da parte aérea, da raiz e matéria seca total, porcentagem de colonização micorrízica e contagem de bactérias diazotróficas nas raízes. As inoculações com os FMAs proporcionam aumentos significativos no crescimento das mudas de mamoeiro, mesmo em condições de baixa disponibilidade de fósforo, independentemente da presença de bactéria diazotrófica. O fungo G. margarita e o inóculo misto G. margarita + G. clarum destacam-se como os mais promissores para a cultura do mamoeiro. A inoculação com bactérias diazotróficas, na ausência ou na presença de FMAs, não propiciou efeito estimulatório ou supressivo no crescimento das mudas de mamoeiro.
Resumo:
Conduziu-se o experimento em casa de vegetação com o objetivo de avaliar os efeitos da inoculação de fungos micorrízicos arbusculares (FMAs) e de bactérias diazotróficas endofíticas no crescimento de mudas de maracujazeiro-doce sob diferentes doses de fósforo. O delineamento experimental foi em blocos casualizados, em arranjo fatorial 3x2x4, sendo três tratamentos com fungos: Gigaspora margarita, Glomus clarum e controle (sem fungo); dois tratamentos com bactérias: Burkholderia sp. + Burkholderia silvatlantica e controle (sem bactéria); e quatro doses de fósforo: 0; 15; 30 e 60 mg dm-3, com quatro repetições. A unidade experimental foi composta por um vaso de 3,5 dm³ com três plantas. As mudas foram produzidas a partir de sementes e transplantadas para vasos, contendo mistura de solo e areia (1:2 v:v) esterilizada. Aos noventa dias após o transplante das mudas, foram avaliados: altura, diâmetro do caule, área foliar, massa seca da parte aérea, porcentagem de raízes colonizadas por fungos e enumeração de bactérias nas raízes. Independentemente da presença de bactérias diazotróficas, a inoculação com FMAs proporcionou incrementos na altura, massa seca de parte aérea, área foliar e diâmetro do caule das mudas de maracujazeiro-doce, nas doses de 0 e 15 mg dm-3 de P. As bactérias promoveram incrementos na altura e área foliar das mudas quando associadas ao FMA G. margarita, entretanto, sem a presença dos FMAs, estas reduziram a massa seca da parte aérea, independentemente das doses de P no substrato.
Resumo:
The aim of this work is to present a tutorial on Multivariate Calibration, a tool which is nowadays necessary in basically most laboratories but very often misused. The basic concepts of preprocessing, principal component analysis (PCA), principal component regression (PCR) and partial least squares (PLS) are given. The two basic steps on any calibration procedure: model building and validation are fully discussed. The concepts of cross validation (to determine the number of factors to be used in the model), leverage and studentized residuals (to detect outliers) for the validation step are given. The whole calibration procedure is illustrated using spectra recorded for ternary mixtures of 2,4,6 trinitrophenolate, 2,4 dinitrophenolate and 2,5 dinitrophenolate followed by the concentration prediction of these three chemical species during a diffusion experiment through a hydrophobic liquid membrane. MATLAB software is used for numerical calculations. Most of the commands for the analysis are provided in order to allow a non-specialist to follow step by step the analysis.
Resumo:
One of the major interests in soil analysis is the evaluation of its chemical, physical and biological parameters, which are indicators of soil quality (the most important is the organic matter). Besides there is a great interest in the study of humic substances and on the assessment of pollutants, such as pesticides and heavy metals, in soils. Chemometrics is a powerful tool to deal with these problems and can help soil researchers to extract much more information from their data. In spite of this, the presence of these kinds of strategies in the literature has obtained projection only recently. The utilization of chemometric methods in soil analysis is evaluated in this article. The applications will be divided in four parts (with emphasis in the first two): (i) descriptive and exploratory methods based on Principal Component Analysis (PCA); (ii) multivariate calibration methods (MLR, PCR and PLS); (iii) methods such as Evolving Factor Analysis and SIMPLISMA; and (iv) artificial intelligence methods, such as Artificial Neural Networks.
Resumo:
Polyhydroxyalkanoates (PHAs) are carbon and energy storage materials that are accumulated as intracellular granules in a variety of microorganisms during unbalanced growth. PHAs have drawn attention due to their properties similar to conventional plastics and complete biodegradability. They can be used for food and cosmetics packaging, and in medicine and agriculture. However, their applicability is reduced because of their high production cost compared to conventional plastics. An overview on production strategies of poly(3-hydroxybutyrate) and poly(3-hydroxybutyrate-co-3-hydroxyvalerate) aiming at reducing the production costs is presented.
Resumo:
Inductively Coupled Plasma Optical Emission Spectrometry was used to determine Ca, Mg, Mn, Fe, Zn and Cu in samples of processed and natural coconut water. The sample preparation consisted in a filtration step followed by a dilution. The analysis was made employing optimized instrumental parameters and the results were evaluated using methods of Pattern Recognition. The data showed common concentration values for the analytes present in processed and natural samples. Principal Component Analysis (PCA) and Hierarchical Cluster Analysis (HCA) indicated that the samples of different kinds were statistically different when the concentrations of all the analytes were considered simultaneously.
Resumo:
Least-squares support vector machines (LS-SVM) were used as an alternative multivariate calibration method for the simultaneous quantification of some common adulterants found in powdered milk samples, using near-infrared spectroscopy. Excellent models were built using LS-SVM for determining R², RMSECV and RMSEP values. LS-SVMs show superior performance for quantifying starch, whey and sucrose in powdered milk samples in relation to PLSR. This study shows that it is possible to determine precisely the amount of one and two common adulterants simultaneously in powdered milk samples using LS-SVM and NIR spectra.
Resumo:
This paper describes an approach for the colour-based classification of RGB (red-green-blue) images, acquired using a common scanner, of commercial carbonated soft drinks. Mean histograms of image colour channels were evaluated for the PCA classification of 29 brands of Guaraná, Cola, and orange flavors. Loadings for principal component axes resulted in different patterns for sample grouping on score plots according to RGB histograms. pH, sorbic acid and sucrose measurements were also correlated to the analyzed brands through PCA score plots of the digitalized images.
Resumo:
In the petroleum refining industry, the use of crude from several origins is frequent. This leads to a product of variable chemical composition during refining, hindering quality control. Therefore, it is important to develop classification models that help to better characterize those products. The objective of this study is to develop a SIMCA recognition pattern to classify kerosene using infrared spectroscopy data. The model permits to differentiate two kerosene groups with different chemical compositions, which was corroborated by mass spectrometry.
Resumo:
The aim of this paper was to evaluate alterations in the quality of the water of the Tibagi River caused by the urban and industrial activities in the region of Ponta Grossa. The study involved the monitoring of physico-chemical and microbiological parameters of the water body, which were evaluated by a principal components analysis routine. Sample collections were carried out monthly during one year (October of 2005 to September of 2006), at 3 sampling points: upstream and downstream of the industrial district and downstream from the city of Ponta Grossa. The principal components analysis showed the effect of point sources associated with industrial activity, which contribute to the rise of total concentration of amoniacal nitrogen and the reduction of dissolved oxygen in the studied region.
Resumo:
The main objective of the present work is represented by the characterization of the physical properties of industrial kraft paper (i.e. transversal and longitudinal tear resistance, transversal traction resistance, bursting or crack resistance, longitudinal and transversal compression resistance (SCT (Compressive Strength Tester) and compression resistance (RCT-Ring Crush Test)) by near infrared spectroscopy associated to partial least squares regression. Several multivariate models were developed, many of them with high prevision capacity. In general, low prevision errors were observed and regression coefficients that are comparable with those provided by conventional standard methodologies.
Resumo:
The effect of sodium nitrate application in the reduction of biogenic sulphide was evaluated through a 2k complete factorial design, using as variable response the production of sulfide at intervals of incubation of 7, 14 and 28 days. The most effective condition for reducing the sulphide production (final concentrations from 0.4 to 1.6 mg S2- L-1) was obtained with an initial population of sulphate-reducing bacteria and nitrate-reducing bacteria of 10(4) MPN mL-1 and 427.5 mg L-1 nitrate. The results also suggested that the applications of nitrate to control the process of souring should follow a continuous scheme.
Resumo:
Viscosity of some polysaccharide solutions supports that these molecules can be applied in food sectors. Four exopolysaccharides (R1, R2, R3, R4) produced by different Rhizobium strains were selected. Sugar composition and differences in the uronic acid contents suggests that chemical structure of these molecules can vary when different culture conditions and strains are analyzed. The Power Law was the rheological model used to represent the experimental data of shear stress versus shear rate. All exopolysaccharides showed non-Newtonian behavior, with pseudoplastic characteristics. R1, R2 and R4 showed a slight increase in viscosity in the presence of 0,2 M NaCl.