Data mining techniques for identification of spectrally homogeneous areas using NDVI temporal profiles of soybean crop

The aim of this study was to group temporal profiles of 10-day composites NDVI product by similarity, which was obtained by the SPOT Vegetation sensor, for municipalities with high soybean production in the state of Paraná, Brazil, in the 2005/2006 cropping season. Data mining is a valuable tool that allows extracting knowledge from a database, identifying valid, new, potentially useful and understandable patterns. Therefore, it was used the methods for clusters generation by means of the algorithms K-Means, MAXVER and DBSCAN, implemented in the WEKA software package. Clusters were created based on the average temporal profiles of NDVI of the 277 municipalities with high soybean production in the state and the best results were found with the K-Means algorithm, grouping the municipalities into six clusters, considering the period from the beginning of October until the end of March, which is equivalent to the crop vegetative cycle. Half of the generated clusters presented spectro-temporal pattern, a characteristic of soybeans and were mostly under the soybean belt in the state of Paraná, which shows good results that were obtained with the proposed methodology as for identification of homogeneous areas. These results will be useful for the creation of regional soybean "masks" to estimate the planted area for this crop.

Mapping of use and occupation of the soil and irrigation water quality in the city of Salto do Lontra-Paraná, Brazil

The objective of this study consisted on mapping the use and soil occupation and evaluation of the quality of irrigation water used in Salto do Lontra, in the state of Paraná, Brazil. Images of the satellite SPOT-5 were used to perform the supervised classification of the Maximum Likelihood algorithm - MAXVER, and the water quality parameters analyzed were pH, EC, HCO3-, Cl-, PO4(3-), NO3-, turbidity, temperature and thermotolerant coliforms in two distinct rainfall periods. The water quality data were subjected to statistical analysis by the techniques of PCA and FA, to identify the most relevant variables in assessing the quality of irrigation water. The characterization of soil use and occupation by the classifier MAXVER allowed the identification of the following classes: crops, bare soil/stubble, forests and urban area. The PCA technique applied to irrigation water quality data explained 53.27% of the variation in water quality among the sampled points. Nitrate, thermotolerant coliforms, temperature, electrical conductivity and bicarbonate were the parameters that best explained the spatial variation of water quality.

Cirurgia do hiperparatireoidismo

Hyperparathyroidism is a desease caused by increase of parathormone secretion, leading to a misfunction of calcium metabolism. Although not very common among population in general, it is frequently observed in patients with cronic renal disease. It can involve a slight syntomatic form, but as a whole, its main repercurssions occur in skeletic muscles, urinary and intestinal systems. The authors conduct a broad revision of the literature, focusing on the methods of diagnosis and spot checking before and during the operations of parathyroid glands. Surgical recommendations, tatic aspects and types of surgery to be implemented are discussed. A systematization for adequate surgical technics performed at the General Surgery Service of Clementino Fraga Filho Hospital of Federal University of Rio de Janeiro is fully discribed and recommended.

Eficácia do fipronil em cães infestados com diferentes cargas parasitárias de Ctenocephalides felis felis (Siphonaptera: Pulicidae)

O objetivo do trabalho foi avaliar através de teste in vivo, a eficácia e o período residual de proteção do fipronil 10% "top spot" em cães infestados com diferentes cargas parasitárias de Ctenocephalides felis felis. Foram utilizados 24 cães da raça Beagle, compondo seis animais por grupo. Os cães foram divididos em quatro grupos. Os cães dos grupos controles I e II não receberam tratamento, enquanto que os cães dos grupos tratados I e II receberam tratamento com formulação de fipronil 10% "top spot". Os cães dos grupos controle I e tratado I foram infestados com 100 pulgas adultas não alimentadas, e os cães dos grupos controle II e tratado II foram infestados com 300 pulgas adultas não alimentadas. As infestações foram realizadas nos dias, -2, +5, +12, +19, +26, +33 e +40 e nos dias +2, +7, +14, +21, +28, +35 e +42 foi realizada retirada mecânica e contagem de pulgas para avaliação. As eficácias pulguicidas, para o grupo tratado I, nos dias +2, +7, +14, +21, +28, +35 e +42, foram respectivamente 99,36%; 99,73%; 99,48%; 99,74%; 99,75%; 95,06% e 67,62%. As eficácias pulguicidas, para o grupo tratado II, avaliadas nos mesmos dias, foram respectivamente 100%; 100%; 100%; 100%; 99,91%; 95,60% e 68,55%. O fipronil mostrou-se eficaz na eliminação das pulgas em cães até o dia +35. A análise estatística comparativa entre as médias de pulgas vivas, entre os grupos controle I e tratado I, demonstrou que ocorreu diferença significativa (p≤0,05) para os desafios em todos os dias experimentais, após o tratamento. Os grupos controle II e tratado II também apresentaram diferença significativa (p≤0,05) para os desafios em todos os dias experimentais, após o tratamento. A análise estatística entre os grupos tratados I e II demonstrou que não ocorreu diferença significativa (p≥0,05) para os desafios em todos os dias experimentais. O desafio foi encerrado no dia +42 já que a eficácia do fipronil nos grupos tratados I e II foram inferiores 70%. O produto em teste mostrou-se eficaz na eliminação das pulgas em cães até o dia + 35, não apresentando mais efeito residual de proteção quando os animais foram reinfestados. Não houve diferença significativa nos níveis de eficácia entre os grupos infestados com 100 e 300 exemplares adultos de C. felis felis ao longo do período experimental.

Effect of Lactobacillus sp. isolates supernatant on Escherichia coli O157:H7 enhances the role of organic acids production as a factor for pathogen control

Many attempts have been made to establish the control of foodborne pathogens through Lactobacillus isolates and their metabolism products with success being obtained in several situations. The aim of this study was to investigate the antagonistic effect of eight Lactobacillusisolates, including L. caseisubsp. pseudoplantarum,L. plantarum, L. reuteri and L. delbrueckii subsp. delbrueckii, on the pathogenic Escherichia colistrain O157:H7. The inhibitory effect of pure cultures and two pooled cultures supernatants of Lactobacillus on the growth of pathogenic bacteria was evaluated by the spot agar method and by monitoring turbidity. Antimicrobial activity was confirmed for L. reuteri and L. delbrueckii subsp. delbrueckii and for a pool of lactic acid bacteria. The neutralized supernatant of the pool exerted a higher antimicrobial activity than that of the individual strains. Furthermore, D-lactic acid and acetic acid were produced during growth of the Lactobacillus isolates studied.