Aplicação de técnicas multivariadas e inteligência artificial na análise de espectros de infravermelho para determinação de matéria orgânica em amostras de solos

In this paper studies based on Multilayer Perception Artificial Neural Network and Least Square Support Vector Machine (LS-SVM) techniques are applied to determine of the concentration of Soil Organic Matter (SOM). Performances of the techniques are compared. SOM concentrations and spectral data from Mid-Infrared are used as input parameters for both techniques. Multivariate regressions were performed for a set of 1117 spectra of soil samples, with concentrations ranging from 2 to 400 g kg-1. The LS-SVM resulted in a Root Mean Square Error of Prediction of 3.26 g kg-1 that is comparable to the deviation of the Walkley-Black method (2.80 g kg-1).

Determinação de Cu, Fe, Mn, Zn e do teor de proteína total em amostras de trigo e soja após procedimento de extração sequencial

A sequential extraction procedure was applied to wheat and soybean seed samples. The total protein content (determined by two distinct methods: Bradford and bicinchoninic acid-BCA) and distribution of Cu, Fe, Mn and Zn in each fraction was determined. The sequential extraction employed four different solutions: water, 0.5 mol L-1 NaCl, ethanol/water (70:30 v v-1) and 0.5 mol L-1 NaOH. For both samples, the highest concentration of metals was observed in those extracts associated with globulin-type proteins using NaCl solution. Regarding protein content, higher levels were obtained using the BCA method.

Extração de bifenilas policloradas de amostras de leite materno: otimização univariada versus planejamento experimental

The convenience of the multivariate optimization of SPME procedures through ANOVA calculated using Doehlert designs has been demonstrated for twelve PCBs in the complex matrix of milk. For this study, the main parameters of the extraction were selected and valued through univariate and multivariate optimization. In addition, the analysis of variance allowed identification of the statistically significant variables in this model: high temperature (95 ºC) and ionic strength (36% m/v) proved significant for all the PCBs while intermediate time (70 min) and low methanol concentration (5% v/v) also contributed to the extraction of the majority of these PCBs.

Desenvolvimento de um método analítico baseado em microextração líquido-líquido para a determinação de cromo (VI) em amostras aquosas com detecção por espectrometria de absorção atômica em chama

In this study, a method for determination of hexavalent chromium in aqueous samples using liquid-liquid microextraction (LLME) and detection by Flame Atomic Absorption Spectrometry (F AAS) was developed. The LLME procedure was based on the extraction of Cr (VI) by acetone at a sample pH of 1.2. The use of saturated ammonium sulphate solution allowed effective separation of the aqueous and organic phases and acetone extracted chromium. The sample pH, acetone volume and stirring time were optimized by a full factorial design.

Equipamento de baixo custo para extração em fase sólida em amostras aquosas de grande volume utilizando pressão positiva de N

Extraction/concentration is a crucial step for the analysis of organic compounds at trace level concentrations and dispersed in complex matrices. Solid-phase extraction (SPE) is one of the techniques used for this purpose. In this work, a low cost apparatus for SPE was developed that uses nitrogen under positive pressure and ensures the maintenance of the sample flow, while also allows the simultaneous extraction of different samples without cross-contamination and sample contact with plastic materials. For the system set up, easily accessible materials were used such as hypodermic needles, stainless steel tubes, rubber stoppers, and 3-way valves from serum delivery apparatus.

Aplicação da radiação ultravioleta como forma de contribuição para a química verde e construção de um reator fotoquímico alternativo e de baixo custo, para pré-tratamento de amostras

Ultraviolet radiation corresponds to a fraction of electromagnetic radiation, covering wavelengths between 1 and 400 nm. Methods based on UV irradiation have become popular because it is possible to treat samples simply by applying energy, avoiding procedures that require the use of toxic substances, thus contributing to the development of Green Chemistry. This study aimed to assess the main applications of UV radiation reported in the literature and thoroughly described the construction of an alternative and low-cost photochemical reactor to be used for the pretreatment of samples in the laboratory. The use of this new photochemical reactor in the clean-up of milk samples for spectrofluorimetric measurements was also reported.

MONITORAMENTO DE RESÍDUOS DE AGROTÓXICOS DA CLASSE DOS ORGANOFOSFORADOS POR CGDFC EM AMOSTRAS DE LEITE FLUÍDO E EM PÓ

Samples of whole fluid pasteurized, UHT and powdered milk were analyzed for the presence of organophosphorus pesticide residues (OPR) using the QuEChERS method with detection by GC-FPD and confirmation by UPLC-MS/MS. A total of 23% of fluid milk samples and 27% of powdered milk samples contained at least one organophosphorus residue. The OPR found in the samples showed these can reach the milk and remain even after pasteurization, sterilization and drying processes. Some domestic sanitary residues were also present in the powdered milk samples. These residues have no LMR in Brazilian food legislation and are therefore not taken into account in food intake evaluations. There was an unidentified chromatographic peak in 30% of all the liquid and powdered milk samples, indicating the presence of some other contaminant.

DETERMINAÇÃO DE Cd E Pb EM AMOSTRAS DE GOMA XANTANA POR GF AAS

This paper describes the evaluation of a method for determination of Cd and Pb in xanthan gum samples by Graphite Furnace Atomic Absorption Spectrometry (GF AAS) using NH4H2PO4 as the chemical modifier. The sample preparation was performed using a reflux system adapted in the digestion tubes. With this system it was possible to increase the temperature of the digester block above the boiling point of the reaction medium, preventing loss of analyte and excessive evaporation of acids during heating. Samples were digested with HNO3 for 3 h in a digester block at 220 ºC. The limits of detection for Cd and Pb were 2.2 and 33.8 ng g-1, respectively. The RSDs for both analytes were, on average, lower than 5.0% and accuracy was verified by recovery tests, yielding values in the 83-100% range.

METODOLOGIAS DE COLETA, PRESERVAÇÃO E ARMAZENAMENTO DE AMOSTRAS DE ÁGUA PARA ANÁLISE DE MERCÚRIO - UMA REVISÃO

Knowing the mercury levels of an environment allows a diverse array of biogeochemical studies into the mercury cycle on a local or global scale. Among matrices commonly evaluated, water remains a challenge for research because its mercury levels can be very low, requiring development of complex analytical protocols. Currently, sample preservation methods, protocols that avoid contamination, and analytical techniques with low detection limits allow analysis of mercury in pristine waters. However, different protocols suggest different methods depending on a range of factors such as the characteristics of water sampled and storage time. In remote areas, such as oceanic and Amazonian regions, sample preservation and transport to a laboratory can be difficult, requiring processing of the water during the sampling expedition and the establishment of a field laboratory. Brazilian research on mercury in water can be limited due to difficulty obtaining reagents, lack of laboratory structure, qualified personnel, and financial support. Considering this complexity for analyzing water, we reviewed methodologies for sampling, preservation, and storage of water samples for analysis of the most commonly evaluated mercury species (dissolved gaseous mercury, reactive mercury, methylmercury and total mercury).

PREPARO DE AMOSTRAS ASSISTIDO POR CAMPO ELÉTRICO: FUNDAMENTOS, AVANÇOS, APLICAÇÕES E TENDÊNCIAS

Sample preparation is commonly considered a key step to achieve selective, sensitive, and reliable chemical analyses, particularly those involving complex matrices. Although the application of electric fields to improve the speed and efficiency of sample preparation methods has been proven, this approach is still considered to be state-of-the-art; hence, further development is necessary to improve future applications. This review describes the fundamentals, advances, applications, and perspectives of using electric fields to enhance sample preparation techniques such as liquid-liquid and solid-liquid extractions in conventional and microscale devices.

Influência da temperatura, período de molhamento e concentração do inóculo de fungos na incidência de podridões pós-colheita em frutos de tomateiro

Foi avaliada a influência da temperatura (5, 15, 25 e 35 °C), da duração do período de molhamento (0, 3, 6, 12, 24, 48 e 72 h) e da concentração de inóculo (10¹, 10², 10(4), 10(6) e 10(8) esporos/ml) na incidência de podridões de pós-colheita em frutos de tomateiro (Lycopersicon esculentum) (cv. Santa Clara) causadas por Fusarium verticillioides, Geotrichum candidum e Rhizopus stolonifer. A temperatura influenciou significativamente (P=0,05) a incidência de podridões, ocorrendo maior incidência de lesões em frutos incubados a 25 °C. Não foi observado o desenvolvimento de podridão em frutos inoculados com F. verticillioides e incubados nas temperaturas de 5 e 35 °C, sendo nesta última verificada a menor incidência de podridões causadas por G. candidum e R. stolonifer. Nas temperaturas de 5, 15 e 25 °C, a incidência de podridões causadas por R. stolonifer variou entre 97,5 e 100%. A presença de água livre na superfície dos frutos de tomateiro foi desnecessária para a incidência de podridões causadas por F. verticillioides, G. candidum e R. stolonifer, embora os níveis de incidência tenham aumentado com o incremento no período de molhamento, exceto para R. stolonifer, que causou a incidência máxima de doença (100%), na ausência de molhamento. A incidência de podridões aumentou com o incremento na concentração de inóculo de 10¹ a 10(8) esporos/mL, atingindo o máximo (100%) na concentração de 10(4) esporos/ml para F. verticillioides e R. stolonifer, enquanto o mesmo nível foi atingido por G. candidum com 10(8) esporos/ml.

Controle em pós-colheita de Monilinia fructicola em pêssegos

A podridão parda (Monilinia fructicola) causa danos relevantes nos pessegueiros (Prunus persicae) apesar das práticas de profilaxia e produtos químicos utilizados em pré e pós-colheita. O controle biológico vem sendo pesquisado como alternativa, e neste trabalho foram selecionados microrganismos antagônicos ao patógeno e avaliada a eficiência destes antagônicos, de fungicidas (iminoctadine tris albesilate e azoxystrobin) e de fosfitos (CaB e K) no controle da doença em pós-colheita. No laboratório, o antagonismo de fungos filamentosos obtidos de pêssegos da região da Lapa, PR, foi avaliado utilizando dois métodos: culturas pareadas e difusão de metabólitos por membrana. Em pós-colheita, dois ensaios foram realizados utilizando frutos da safra 1997 e 1999. Cada fruto foi imerso nas suspensões preparadas com os produtos químicos e com os fungos antagônicos e, em seguida, inoculado com o patógeno por aspersão. Avaliou-se a incidência da doença em ferimentos provocados e fora deles. Os fungos que mostraram produção de substâncias inibitórias foram Trichothecium spp. (isolados F1, F2 e F4), e Trichoderma spp. (F8 e F12) e, com crescimento sobre o patógeno foram Trichoderma spp. (F7, F8 e F12) e Penicillium sp (F9). Nos frutos, os antagonistas que exerceram maior controle da doença foram os isolados de Trichothecium spp. (F1 e F2), acima de 80% de controle, não diferindo estatisticamente dos fungicidas testados, iminoctadine e azoxystrobin. O fosfito de K proporcionou um controle superior a 85% de lesões latentes em ambos experimentos.