Classification of Stabilometric Time-Series Using an Adaptive Fuzzy Inference Neural Network System

Stabilometry is a branch of medicine that studies balance-related human functions. The analysis of stabilometric-generated time series can be very useful to the diagnosis and treatment balance-related dysfunctions such as dizziness. In stabilometry, the key nuggets of information in a time series signal are concentrated within definite time periods known as events. In this study, a feature extraction scheme has been developed to identify and characterise the events. The proposed scheme utilises a statistical method that goes through the whole time series from the start to the end, looking for the conditions that define events, according to the experts¿ criteria. Based on these extracted features, an Adaptive Fuzzy Inference Neural Network (AFINN) has been applied for the classification of stabilometric signals. The experimental results validated the proposed methodology

The impact of climate change on the critical weather conditions at Schiphol airport (Impact)

Schiphol is van groot belang voor de economische positie van Nederland. De luchthaven is erg gevoelig voor kritieke weersomstandigheden zoals mist, intensieve neerslag en hevige wind. Als gevolg van klimaatverandering verwachten we dat ook de variabiliteit van het weer op de luchthaven en de frequentie en intensiteit van kritieke weersomstandigheden zullen veranderen, maar een precieze kwantificering daarvan ontbreekt. De belangrijkste doelstelling van dit project is daarom het verstrekken en demonstreren van het volgende generatie weer‐ en klimaatmodel HARMONIE. Dit is een nieuw model dat beter geschikt lijkt om het effect van klimaatverandering op lokale kritieke weersomstandigheden op de luchthaven te kwantificeren en te begrijpen. Bovendien zal kennis uit dit project worden gebruikt om de kwaliteit van onze huidige en toekomstige weersvoorspellingen te verbeteren. In dit project wordt het potentieel van het HARMONIE model, om meer gedetailleerdere en nauwkeurigere weersvoorspellingen voor luchthaven Schiphol te leveren dan ons huidige operationele weermodel HIRLAM, nagegaan in het huidige klimaat

Teores de β-caroteno em suplementos e biomassa de Spirulina Contents of β-carotene in supplements and biomass of Spirulina

A cianobactéria Spirulina tem sido utilizada há séculos, tendo em vista suas propriedades nutricionais e medicinais. Neste trabalho, objetivou-se analisar os teores de &#946;-caroteno tanto em suplementos alimentares a base de Spirulina comercializados em estabelecimentos de produtos naturais no mercado varejista, quanto em S. platensis cultivada em laboratório. Alguns pigmentos carotenóides possuem atividade de vitamina A e, dentre eles, o &#946;-caroteno é o que apresenta maior atividade biológica. A extração de &#946;-caroteno foi feita com metanol:água (90:10 v/v), seguida de saponificação e partição em n-hexano. As análises cromatográficas foram realizadas em coluna Waters Spherisorb S5 ODS 2 (4,6 x 250 mm), usando metanol:tetrahidrofurano (90:10, v/v) bombeado a 2 mL min-1, com registro dos cromatogramas em 450 nm. Os suplementos alimentares a base de Spirulina apresentaram baixos teores de &#946;-caroteno. A maior concentração foi encontrada em S. platensis cultivada a 24º C com fotoperíodo de 16 h claro e 8 h escuro. Considerando sua atividade provitamínica, os teores de retinol equivalente (RE) nas microalgas analisadas no presente trabalho foram calculados a partir do &#946;-caroteno para classificá-las como fonte excelente ou fonte útil de vitamina A.<br>Spirulina is a cyanobacterium that has been used for several centuries due to its nutritional and medicinal properties. This work has evaluated the contents of &#946;-carotene both in Spirulina commercialized as food supplement, purchased from natural product shops, and in S. platensis reared under laboratory conditions. Some carotenoids exhibit pro-vitamin A activity, and &#946;-carotene presents the greatest biological activity. &#946;-Carotene of microalgae was extracted in 90% aqueous methanol. These extracts were saponified and partitioned in n-hexane. Chromatographic analyses were carried out in a Spherisorb column S5 ODS 2 (4.6 x 250 mm), with a mobile phase of methanol:tetrahydrofuran (90:10, v/v) delivered at 2 mL min-1 and chromatograms registered at 450 nm absorbance. Food supplement made with Spirulina presented low content of &#946;-carotene. The highest content of &#946;-carotene was detected in S. platensis cultivated under 24º C with photoperiod of 16 h light and 8 h dark. Considering its pro-vitamin activity, retinol equivalent (RE) was calculated from &#946;-carotene to determine whether alga material could be claimed as an useful or an excellent source of the vitamins A