Retrieving Cloud Characteristics from Ground-Based Daytime Color All-Sky Images

A discussion is presented of daytime sky imaging and techniques that may be applied to the analysis of full-color sky images to infer cloud macrophysical properties. Descriptions of two different types of skyimaging systems developed by the authors are presented, one of which has been developed into a commercially available instrument. Retrievals of fractional sky cover from automated processing methods are compared to human retrievals, both from direct observations and visual analyses of sky images. Although some uncertainty exists in fractional sky cover retrievals from sky images, this uncertainty is no greater than that attached to human observations for the commercially available sky-imager retrievals. Thus, the application of automatic digital image processing techniques on sky images is a useful method to complement, or even replace, traditional human observations of sky cover and, potentially, cloud type. Additionally, the possibilities for inferring other cloud parameters such as cloud brokenness and solar obstruction further enhance the usefulness of sky imagers

Cambios de color y pH causados por el PVAc en bienes culturales

Este artículo presenta los primeros resultados del estudio "Identificación de patologías causadas por el PVAc en bienes culturales" que se está realizando en la Sección de Conservación-Restauración de la Facultad de Bellas Artes, Universidad de Barcelona. El trabajo se basa en el estudio de obras originales que fueron tratadas con PVAc en los años 70-80 y pretende identificar los problemas que genera el PVAc en materiales de archivo, arqueológicos, pintura sobre tela, sobre madera y pintura mural. Tras el análisis de las obras originales, se han preparado muestras probeta que reproducen sus características, así como de adhesivos de PVAc comerciales y de uso específico en restauración. Éstas han sido analizadas antes y después de someterlas a dos fases consecutivas de envejecimiento acelerado. También se han analizado obras originales con PVAc aplicado hace aproximadamente 30 años. El artículo presenta los resultados de las mediciones de color y pH en las muestras probeta antes y después de la primera fase de envejecimiento acelerado y, también, en las muestras envejecidas de forma natural durante 10 años.

Cambios de color y pH causados por el PVAc en bienes culturales

Este artículo presenta los primeros resultados del estudio "Identificación de patologías causadas por el PVAc en bienes culturales" que se está realizando en la Sección de Conservación-Restauración de la Facultad de Bellas Artes, Universidad de Barcelona. El trabajo se basa en el estudio de obras originales que fueron tratadas con PVAc en los años 70-80 y pretende identificar los problemas que genera el PVAc en materiales de archivo, arqueológicos, pintura sobre tela, sobre madera y pintura mural. Tras el análisis de las obras originales, se han preparado muestras probeta que reproducen sus características, así como de adhesivos de PVAc comerciales y de uso específico en restauración. Éstas han sido analizadas antes y después de someterlas a dos fases consecutivas de envejecimiento acelerado. También se han analizado obras originales con PVAc aplicado hace aproximadamente 30 años. El artículo presenta los resultados de las mediciones de color y pH en las muestras probeta antes y después de la primera fase de envejecimiento acelerado y, también, en las muestras envejecidas de forma natural durante 10 años.

Wigner higher-order spectra: definition, properties, computation and application to transient signal analysis

The Wigner higher order moment spectra (WHOS)are defined as extensions of the Wigner-Ville distribution (WD)to higher order moment spectra domains. A general class oftime-frequency higher order moment spectra is also defined interms of arbitrary higher order moments of the signal as generalizations of the Cohen’s general class of time-frequency representations. The properties of the general class of time-frequency higher order moment spectra can be related to theproperties of WHOS which are, in fact, extensions of the properties of the WD. Discrete time and frequency Wigner higherorder moment spectra (DTF-WHOS) distributions are introduced for signal processing applications and are shown to beimplemented with two FFT-based algorithms. One applicationis presented where the Wigner bispectrum (WB), which is aWHOS in the third-order moment domain, is utilized for thedetection of transient signals embedded in noise. The WB iscompared with the WD in terms of simulation examples andanalysis of real sonar data. It is shown that better detectionschemes can be derived, in low signal-to-noise ratio, when theWB is applied.

Cambios de color y pH causados por el PVAc en bienes culturales

Este artículo presenta los primeros resultados del estudio "Identificación de patologías causadas por el PVAc en bienes culturales" que se está realizando en la Sección de Conservación-Restauración de la Facultad de Bellas Artes, Universidad de Barcelona. El trabajo se basa en el estudio de obras originales que fueron tratadas con PVAc en los años 70-80 y pretende identificar los problemas que genera el PVAc en materiales de archivo, arqueológicos, pintura sobre tela, sobre madera y pintura mural. Tras el análisis de las obras originales, se han preparado muestras probeta que reproducen sus características, así como de adhesivos de PVAc comerciales y de uso específico en restauración. Éstas han sido analizadas antes y después de someterlas a dos fases consecutivas de envejecimiento acelerado. También se han analizado obras originales con PVAc aplicado hace aproximadamente 30 años. El artículo presenta los resultados de las mediciones de color y pH en las muestras probeta antes y después de la primera fase de envejecimiento acelerado y, también, en las muestras envejecidas de forma natural durante 10 años.

Cambios de color y pH causados por el PVAc en bienes culturales

Este artículo presenta los primeros resultados del estudio "Identificación de patologías causadas por el PVAc en bienes culturales" que se está realizando en la Sección de Conservación-Restauración de la Facultad de Bellas Artes, Universidad de Barcelona. El trabajo se basa en el estudio de obras originales que fueron tratadas con PVAc en los años 70-80 y pretende identificar los problemas que genera el PVAc en materiales de archivo, arqueológicos, pintura sobre tela, sobre madera y pintura mural. Tras el análisis de las obras originales, se han preparado muestras probeta que reproducen sus características, así como de adhesivos de PVAc comerciales y de uso específico en restauración. Éstas han sido analizadas antes y después de someterlas a dos fases consecutivas de envejecimiento acelerado. También se han analizado obras originales con PVAc aplicado hace aproximadamente 30 años. El artículo presenta los resultados de las mediciones de color y pH en las muestras probeta antes y después de la primera fase de envejecimiento acelerado y, también, en las muestras envejecidas de forma natural durante 10 años.

Prediction of crude protein and classification of the growth stage of wheat plant samples from NIR spectra

Near-infrared spectroscopy (NIRS) was used to analyse the crude protein content of dried and milled samples of wheat and to discriminate samples according to their stage of growth. A calibration set of 72 samples from three growth stages of wheat (tillering, heading and harvest) and a validation set of 28 samples was collected for this purpose. Principal components analysis (PCA) of the calibration set discriminated groups of samples according to the growth stage of the wheat. Based on these differences, a classification procedure (SIMCA) showed a very accurate classification of the validation set samples : all of them were successfully classified in each group using this procedure when both the residual and the leverage were used in the classification criteria. Looking only at the residuals all the samples were also correctly classified except one of tillering stage that was assigned to both tillering and heading stages. Finally, the determination of the crude protein content of these samples was considered in two ways: building up a global model for all the growth stages, and building up local models for each stage, separately. The best prediction results for crude protein were obtained using a global model for samples in the two first growth stages (tillering and heading), and using a local model for the harvest stage samples.

Definition of linear color models in the RGB vector color space to detect red peaches in orchard images taken under natural illumination

This work proposes the detection of red peaches in orchard images based on the definition of different linear color models in the RGB vector color space. The classification and segmentation of the pixels of the image is then performed by comparing the color distance from each pixel to the different previously defined linear color models. The methodology proposed has been tested with images obtained in a real orchard under natural light. The peach variety in the orchard was the paraguayo (Prunus persica var. platycarpa) peach with red skin. The segmentation results showed that the area of the red peaches in the images was detected with an average error of 11.6%; 19.7% in the case of bright illumination; 8.2% in the case of low illumination; 8.6% for occlusion up to 33%; 12.2% in the case of occlusion between 34 and 66%; and 23% for occlusion above 66%. Finally, a methodology was proposed to estimate the diameter of the fruits based on an ellipsoidal fitting. A first diameter was obtained by using all the contour pixels and a second diameter was obtained by rejecting some pixels of the contour. This approach enables a rough estimate of the fruit occlusion percentage range by comparing the two diameter estimates.

Affinity distribution functions in multicomponent heterogeneous adsorption. Analytical inversion of isotherms to obtain affinity spectra

An analytical approach for the interpretation of multicomponent heterogeneous adsorption or complexation isotherms in terms of multidimensional affinity spectra is presented. Fourier transform, applied to analyze the corresponding integral equation, leads to an inversion formula which allows the computation of the multicomponent affinity spectrum underlying a given competitive isotherm. Although a different mathematical methodology is used, this procedure can be seen as the extension to multicomponent systems of the classical Sips’s work devoted to monocomponent systems. Furthermore, a methodology which yields analytical expressions for the main statistical properties (mean free energies of binding and covariance matrix) of multidimensional affinity spectra is reported. Thus, the level of binding correlation between the different components can be quantified. It has to be highlighted that the reported methodology does not require the knowledge of the affinity spectrum to calculate the means, variances, and covariance of the binding energies of the different components. Nonideal competitive consistent adsorption isotherm, widely used in metal/proton competitive complexation to environmental macromolecules, and Frumkin competitive isotherms are selected to illustrate the application of the reported results. Explicit analytical expressions for the affinity spectrum as well as for the matrix correlation are obtained for the NICCA case. © 2004 American Institute of Physics.

Classifier combination for in vivo magnetic resonance spectra of brain tumours

Peer-reviewed

Classifier combination for in vivo magnetic resonance spectra of brain tumours

In this paper we present a multi-stage classifier for magnetic resonance spectra of human brain tumours which is being developed as part of a decision support system for radiologists. The basic idea is to decompose a complex classification scheme into a sequence of classifiers, each specialising in different classes of tumours and trying to reproducepart of the WHO classification hierarchy. Each stage uses a particular set of classification features, which are selected using a combination of classical statistical analysis, splitting performance and previous knowledge.Classifiers with different behaviour are combined using a simple voting scheme in order to extract different error patterns: LDA, decision trees and the k-NN classifier. A special label named "unknown¿ is used when the outcomes of the different classifiers disagree. Cascading is alsoused to incorporate class distances computed using LDA into decision trees. Both cascading and voting are effective tools to improve classification accuracy. Experiments also show that it is possible to extract useful information from the classification process itself in order to helpusers (clinicians and radiologists) to make more accurate predictions and reduce the number of possible classification mistakes.

Trompa interestelar : el color sonoro de la trompa en la "llamada interestelar" de O. Messiaen

Mi trabajo versa sobre la obra de O. Messiaen "Des Canyons aux etoiles" (De los cañones a las estrellas), y en particular de uno de los movimientos de la obra: "Appel Interestellaire" -N.VI- (Llamada Interestelar) -para trompa sola-. Se estructura en dos partes. La primera se centra en su contexto histórico -como, cuando y para quien fue compuesta-; análisis formal, armónico, melódico, rítmico; y aspectos estéticos. La segunda parte está vinculada con la interpretación de la obra. Se realiza un análisis para la interpretación -técnica de la trompa, efectos sonoros, timbres-; se hace una comparación entre la interpretación de 2 diferentes trompistas, y por último, aporto mi propuesta de interpretación. El trabajo se cierra con una conclusión, bibliografía, y un extracto con anexos (esquema, partitura y datos o imágenes de interés).

Monte Carlo simulation of x-ray spectra generated by kilo-electron-volt electrons

We present a general algorithm for the simulation of x-ray spectra emitted from targets of arbitrary composition bombarded with kilovolt electron beams. Electron and photon transport is simulated by means of the general-purpose Monte Carlo code PENELOPE, using the standard, detailed simulation scheme. Bremsstrahlung emission is described by using a recently proposed algorithm, in which the energy of emitted photons is sampled from numerical cross-section tables, while the angular distribution of the photons is represented by an analytical expression with parameters determined by fitting benchmark shape functions obtained from partial-wave calculations. Ionization of K and L shells by electron impact is accounted for by means of ionization cross sections calculated from the distorted-wave Born approximation. The relaxation of the excited atoms following the ionization of an inner shell, which proceeds through emission of characteristic x rays and Auger electrons, is simulated until all vacancies have migrated to M and outer shells. For comparison, measurements of x-ray emission spectra generated by 20 keV electrons impinging normally on multiple bulk targets of pure elements, which span the periodic system, have been performed using an electron microprobe. Simulation results are shown to be in close agreement with these measurements.

Computer-aided discovery of biological activity spectra for anti-aging and anti-cancer olive oil oleuropeins

Aging is associated with common conditions, including cancer, diabetes, cardiovascular disease, and Alzheimer"s disease. The type of multi‐targeted pharmacological approach necessary to address a complex multifaceted disease such as aging might take advantage of pleiotropic natural polyphenols affecting a wide variety of biological processes. We have recently postulated that the secoiridoids oleuropein aglycone (OA) and decarboxymethyl oleuropein aglycone (DOA), two complex polyphenols present in health‐promoting extra virgin olive oil (EVOO), might constitute a new family of plant‐produced gerosuppressant agents. This paper describes an analysis of the biological activity spectra (BAS) of OA and DOA using PASS (Prediction of Activity Spectra for Substances) software. PASS can predict thousands of biological activities, as the BAS of a compound is an intrinsic property that is largely dependent on the compound"s structure and reflects pharmacological effects, physiological and biochemical mechanisms of action, and specific toxicities. Using Pharmaexpert, a tool that analyzes the PASS‐predicted BAS of substances based on thousands of"mechanism‐ effect" and"effect‐mechanism" relationships, we illuminate hypothesis‐generating pharmacological effects, mechanisms of action, and targets that might underlie the anti‐aging/anti‐cancer activities of the gerosuppressant EVOO oleuropeins.