QuMinS: fast and scalable querying, mining and summarizing multi-modal databases

Given a large image set, in which very few images have labels, how to guess labels for the remaining majority? How to spot images that need brand new labels different from the predefined ones? How to summarize these data to route the user’s attention to what really matters? Here we answer all these questions. Specifically, we propose QuMinS, a fast, scalable solution to two problems: (i) Low-labor labeling (LLL) – given an image set, very few images have labels, find the most appropriate labels for the rest; and (ii) Mining and attention routing – in the same setting, find clusters, the top-'N IND.O' outlier images, and the 'N IND.R' images that best represent the data. Experiments on satellite images spanning up to 2.25 GB show that, contrasting to the state-of-the-art labeling techniques, QuMinS scales linearly on the data size, being up to 40 times faster than top competitors (GCap), still achieving better or equal accuracy, it spots images that potentially require unpredicted labels, and it works even with tiny initial label sets, i.e., nearly five examples. We also report a case study of our method’s practical usage to show that QuMinS is a viable tool for automatic coffee crop detection from remote sensing images.

Synthesis of self-assembled tubes in direct conjugated porphyrin-gold nanohybrid solution

We report on the formation of self-assembled meso-tetrakis (p-sulfonatofenyl) porphyrin (H2 TPP'S POT. 4-''IND. 4') tubes stabilized by gold nanoparticles (NPs) in basic solution and on their spectroscopic chareterization. The role of the gold NPs in the aggregation dynamics of free-base sulfonated porphyrin (H2TPP'S POT. 4-''IND. 4') is also investigated. The direct conjugation of the gold NPs to the H2TPPS4 molecule quenches the fluorescence intensity, while absorption peaks are blue-shifted, indicating predominant H-type aggregation. It is observed that porphyrin molecules adsorbed on the surface of the gold NP interact and form tubes of maximum diameter ∼1.5 μm and length >100 μm. Steady-state and time-resolved spectroscopic techniques confirm nonradiative energy transfer from porphyrin to gold NP.

Determination of degree of ionization of poly(allylamine hydrochloride) (PAH) and poly[1-[4-(3-carboxy‑4 hydroxyphenylazo)benzene sulfonamido]-1,2-ethanediyl, sodium salt] (PAZO) in layer-by-layer films using vacuum photoabsorption spectroscopy

Electrostatic and hydrophobic interactions govern most of the properties of supramolecular systems, which is the reason determining the degree of ionization of macromolecules has become crucial for many applications. In this paper, we show that highresolution ultraviolet spectroscopy (VUV) can be used to determine the degree of ionization and its effect on the electronic excitation energies of layer-by-layer (LbL) films of poly(allylamine hydrochloride) (PAH) and poly[1-[4-(3-carboxy-4 hydroxyphenylazo)- benzene sulfonamido]-1,2-ethanediyl, sodium salt] (PAZO). A full assignment of the VUV peaks of these polyelectrolytes in solution and in cast or LbL films could be made, with their pH dependence allowing us to determine the p'K IND. a' using the Henderson-Hasselbach equation. The p'K IND. a' for PAZO increased from ca. 6 in solution to ca. 7.3 in LbL films owing to the charge transfer from PAH. Significantly, even using solutions at a fixed pH for PAH, the amount adsorbed on the LbL films still varied with the pH of the PAZO solutions due to these molecular-level interactions. Therefore, the procedure based on a comparison of VUV spectra from solutions and films obtained under distinct conditions is useful to determine the degree of dissociation of macromolecules, in addition to permitting interrogation of interface effects in multilayer films.

El erizo de mar Diadema antillarum Phillipi, 1845 influye sobre la diversidad y composición de la comunidad de mega-invertebrados vágiles en fondos rocosos del Archipiélago Canario

Abstract.- The effect of the sea urchin Diadema antillarum density over the diversity and composition of the mobile megainvertebrate community (> 2 cm) inhabiting shallow rocky reefs off the Canary Archipelago (eastern Atlantic) is described. Specifically, it was predicted that (1) high densities of D. antillarum produce a low diversity of the mobile megainvertebrate community, and (2) the composition of this community changes between rocky bottoms (= reefs) under different densities of D. antillarum. The presence of megainvertebrate taxa, and the density of D. antillarum individuals were recorded visually using 2 x 2 m quadrats (n = 16 replicates) in each of 24 locations (three locations in each of the eight main islands of the archipelago), which were visited in four occasions between February-2003 and October-2004. Thritythree taxa of mobile mega-invertebrates were observed. We registered a decline in the richness of such assemblages with increasing densities of D. antillarum (rs = -0.20; P<0.001). Species richness fluctuated considerably (0-16 species) in those locations with low densities of D. antillarum (< 2 ind. m-2). However, species richness was always low (< 9 species) in those locations with high densities of D. antillarum (> 8 ind. m-2). A CAP ordination analysis showed significant differences in the composition of the mega-invertebrate community between rocky bottoms under different densities of D. antillarum, and we registered a negative correlation between the presence of some taxa and the densities of sea urchin. Consequently, the sea urchin D. antillarum influences the diversity and composition of the mobile mega-invertebrate community on rocky bottoms off the Canary Archipelago. Resumen.- Se describe el efecto de la densidad del erizo Diadema antillarum sobre la diversidad y composición de la comunidad de mega-invertebrados vágiles (> 2 cm) que habita fondos rocosos del Archipiélago Canario (Atlántico oriental). Específicamente, se predijo que (1) las altas densidades de D. antillarum producen una baja diversidad de la comunidad de mega-invertebrados vágiles, y (2) la composición de las comunidades de mega-invertebrados varía entre fondos con diferentes densidades de D. antillarum. La presencia de especies mega-invertebradas, y la densidad de individuos de D. antillarum, se registraron visualmente en cuadrados de 2 x 2 m (n = 16 réplicas) en un total de 24 localidades (tres localidades en cada una de las ocho islas principales del archipiélago), visitadas en cuatro ocasiones entre febrero-2003 y octubre-2004. Se observaron 33 taxones de mega-invertebrados vágiles. Se registró una relación inversa entre la riqueza específica y la densidad de D. antillarum (rs = -0,20; P<0,001). En localidades con bajas densidades de D. antillarum (< 2 ind. m-2), la riqueza de especies fluctuó considerablemente, entre 0-16 especies. Sin embargo, en localidades con altas densidades de D. antillarum (> 8 ind. m-2), la riqueza de especies fue siempre baja (< 9 especies). Un análisis de correspondencia canónicas (CAP) mostró diferencias significativas en la composición de la comunidad de mega-invertebrados entre fondos sometidos a diferentes densidades de D. antillarum, y se detectó una correlación negativa entre la presencia de ciertas taxa y las densidades de D. antillarum. Consecuentemente, el erizo D. antillarum influye sobre la diversidad y composición de la comunidad de mega-invertebrados vágiles en fondos rocosos del Archipiélago Canario.

Influence of the combined disposal of sewage and brine on meiofauna

[EN] Confluence of anthropogenic influences is common in coastal areas (e.g., disposal of different pollutants like industrial and domestic sewage, brine, etc.). In this study we assessed whether the combined disposal of domestic sewage and brine altered patterns in the abundance and assemblage structure of subtidal meiofauna inhabiting sandy seabeds. Samples were collected in May 2008 and January 2009 at varying distances (0, 15, and 30 m) from the discharge point. Meiofaunal abundances were consistently larger at 0 m (1663.05 ± 1076.86 ind 10 cm?2, mean ± standard error) than at 15 m (471.21 ± 307.97 ind 10 cm?2) and 30 m (316.50 ± 256.85 ind 10 cm?2) from the discharge outfall. This pattern was particularly accentuated for nematodes. Proximity to the discharge point also altered patterns in meiofaunal assemblage structure, though temporal shifts in the sedimentary composition also contributed to explain differences in the meiofaunal assemblage structure. As a result, meiofauna may be a reliable tool for monitoring studies of the combined disposal of sewage and brine as long as potential confounding factors (here temporal changes in grain size composition) are considered.

Comparison of epifaunal assemblages between Cymodocea nodosa and Caulerpa prolifera meadows in Gran Canaria (eastern Atlantic)

Máster en Oceanografía

Crecimiento y supervivencia de paralarvas de O. vulgaris cultivadas bajo diferentes intensidades de luz.

[EN] Paralarval rearing constitutes the main bottleneck to the complete development of octopus culture. This paper try to optimise the larval rearing conditions of Octopus Paralarvae, testing the effect of light intensity (1000, 3000 and 6000 lux ) over growth and paralarval survival. Four fibber glass tanks, 100 litter capacity with an initial density of 20 ind./litter were used for each treatment. All light treatments were fed with the same protocol, just hatching Maja Squinado Zoeas and Artemia metanaulios (72 hours)enriched with a commercial emulsion (Red Pepper Paste, Bernaqua, bva; Belgium). Better growth and survival were found with the highest light intensity treatment.

La matematica fuzzy nell'ingegneria dei materiali. Applicazioni alla durevolezza e alla conservazione dei materiali in opera nei siti archeologici

La ricerca presentata è un’ampia esplorazione delle possibili applicazioni di concetti, metodi e procedure della Fuzzy Logic all’Ingegneria dei Materiali. Tale nuovo approccio è giustificato dalla inadeguatezza dei risultati conseguiti con i soli metodi tradizionali riguardo alla reologia ed alla durabilità, all’utilizzo di dati di laboratorio nella progettazione e alla necessità di usare un linguaggio (informatizzabile) che consenta una valutazione congiunta degli aspetti tecnici, culturali, economici, paesaggistici della progettazione. – In particolare, la Fuzzy Logic permette di affrontare in modo razionale l’aleatorietà delle variabili e dei dati che, nel settore specifico dei materiali in opera nel costruito dei Beni Culturali, non possono essere trattati con i metodi statistici ordinari. – La scelta di concentrare l’attenzione su materiali e strutture in opera in siti archeologici discende non solo dall’interesse culturale ed economico connesso ai sempre più numerosi interventi in questo nuovo settore di pertinenza dell’Ingegneria dei Materiali, ma anche dal fatto che, in tali contesti, i termini della rappresentatività dei campionamenti, della complessità delle interazioni tra le variabili (fisiche e non), del tempo e quindi della durabilità sono evidenti ed esasperati. – Nell’ambito di questa ricerca si è anche condotto un ampio lavoro sperimentale di laboratorio per l’acquisizione dei dati utilizzati nelle procedure di modellazione fuzzy (fuzzy modeling). In tali situazioni si è operato secondo protocolli sperimentali standard: acquisizione della composizione mineralogica tramite diffrazione di raggi X (XRD), definizione della tessitura microstrutturale con osservazioni microscopiche (OM, SEM) e porosimetria tramite intrusione forzata di mercurio (MIP), determinazioni fisiche quali la velocità di propagazione degli ultrasuoni e rotoviscosimetria, misure tecnologiche di resistenza meccanica a compressione uniassiale, lavorabilità, ecc. – Nell’elaborazione dei dati e nella modellazione in termini fuzzy, la ricerca è articolata su tre livelli: a. quello dei singoli fenomeni chimico-fisici, di natura complessa, che non hanno trovato, a tutt’oggi, una trattazione soddisfacente e di generale consenso; le applicazioni riguardano la reologia delle dispersioni ad alto tenore di solido in acqua (calci, cementi, malte, calcestruzzi SCC), la correlazione della resistenza a compressione, la gelività dei materiali porosi ed alcuni aspetti della durabilità del calcestruzzo armato; b. quello della modellazione della durabilità dei materiali alla scala del sito archeologico; le applicazioni presentate riguardano i centri di cultura nuragica di Su Monte-Sorradile, GennaMaria-Villanovaforru e Is Paras-Isili; c. quello della scelta strategica costituita dalla selezione del miglior progetto di conservazione considerando gli aspetti connessi all’Ingegneria dei Materiali congiuntamente a quelli culturali, paesaggistici ed economici; le applicazioni hanno riguardato due importanti monumenti (Anfiteatro e Terme a Mare) del sito Romano di Nora-Pula.