Development and Evaluation of Statistical Downscaling Models for Monthly Precipitation

Several statistical downscaling models have been developed in the past couple of decades to assess the hydrologic impacts of climate change by projecting the station-scale hydrological variables from large-scale atmospheric variables simulated by general circulation models (GCMs). This paper presents and compares different statistical downscaling models that use multiple linear regression (MLR), positive coefficient regression (PCR), stepwise regression (SR), and support vector machine (SVM) techniques for estimating monthly rainfall amounts in the state of Florida. Mean sea level pressure, air temperature, geopotential height, specific humidity, U wind, and V wind are used as the explanatory variables/predictors in the downscaling models. Data for these variables are obtained from the National Centers for Environmental Prediction-National Center for Atmospheric Research (NCEP-NCAR) reanalysis dataset and the Canadian Centre for Climate Modelling and Analysis (CCCma) Coupled Global Climate Model, version 3 (CGCM3) GCM simulations. The principal component analysis (PCA) and fuzzy c-means clustering method (FCM) are used as part of downscaling model to reduce the dimensionality of the dataset and identify the clusters in the data, respectively. Evaluation of the performances of the models using different error and statistical measures indicates that the SVM-based model performed better than all the other models in reproducing most monthly rainfall statistics at 18 sites. Output from the third-generation CGCM3 GCM for the A1B scenario was used for future projections. For the projection period 2001-10, MLR was used to relate variables at the GCM and NCEP grid scales. Use of MLR in linking the predictor variables at the GCM and NCEP grid scales yielded better reproduction of monthly rainfall statistics at most of the stations (12 out of 18) compared to those by spatial interpolation technique used in earlier studies.

Performance comparison for 12 V lead-carbon hybrid ultracapacitors with substrate-integrated and conventional pasted positive plates

Lead-carbon hybrid ultracapacitors comprise positive lead dioxide plates of the lead-acid battery and negative plates of carbon-based electrical double-layer capacitors (EDLCs). Accordingly, a lead-carbon hybrid ultracapacitor has the features of both the battery and that of an EDLC. In this study, the development and performance comparison between the two types of lead-carbon hybrid ultracapacitors, namely those with substrate-integrated and conventional pasted positive plates, is presented as such a study is lacking in the literature. The study suggests that the faradaic efficiencies for both types of lead-carbon hybrid ultracapacitors are comparable. However, their capacitance values as well as energy and power densities differ significantly. For substrate-integrated positive plate hybrid ultracapacitor, capacitance and energy density values are lower, but power density values are higher than pasted positive plate lead-carbon hybrid ultracapacitors due to their shorter response time. Accordingly, internal resistance values are also lower for substrate-integrated lead-carbon hybrid ultracapacitors. Both types of lead-carbon hybrid ultracapacitors exhibit good cycle life of 100,000 pulse charge-discharge cycles with only a nominal loss in their capacitance values.

Growth and electrical transport properties of InGaN/GaN heterostructures grown by PAMBE

InGaN epitaxial films were grown on GaN template by plasma-assisted molecular beam epitaxy. The composition of indium incorporation in single phase InGaN film was found to be 23%. The band gap energy of single phase InGaN was found to be similar to 2.48 eV: The current-voltage (I-V) characteristic of InGaN/GaN heterojunction was found to be rectifying behavior which shows the presence of Schottky barrier at the interface. Log-log plot of the I-V characteristics under forward bias indicates the current conduction mechanism is dominated by space charge limited current mechanism at higher applied voltage, which is usually caused due to the presence of trapping centers. The room temperature barrier height and the ideality factor of the Schottky junction were found to 0.76 eV and 4.9 respectively. The non-ideality of the Schottky junction may be due to the presence of high pit density and dislocation density in InGaN film. (C) 2014 Elsevier Ltd. All rights reserved.

On the Origin of Steep I-V Nonlinearity in Mixed-Ionic-Electronic-Conduction-Based Access Devices

Numerical modeling is used to explain the origin of the large ON/OFF ratios, ultralow leakage, and high ON-current densities exhibited by back-end-of-the-line-friendly access devices based on copper-containing mixed-ionic-electronic-conduction (MIEC) materials. Hall effect measurements confirm that the electronic current is hole dominated; a commercial semiconductor modeling tool is adapted to model MIEC. Motion of large populations of copper ions and vacancies leads to exponential increases in hole current, with a turn-ON voltage that depends on material bandgap. Device simulations match experimental observations as a function of temperature, electrode aspect ratio, thickness, and device diameter.

Observation of coherent population trapping in a V-type two-electron system

We observe coherent population trapping (CPT) in a two-electron atom-Yb-174-using the S-1(0), F= 0 -> P-3(1), F `= 1 transition. CPT is not possible for such a transition according to one-electron theory because the magnetic sublevels form a V-type system, but in a two-electron atom like Yb, the interaction of the electrons transforms the level structure into a V-type system, which allows the formation of a dark state and hence the observation of CPT. Since the two levels involved are degenerate, we use a magnetic field to lift the degeneracy. The single fluorescence dip then splits into five dips-the central unshifted one corresponds to coherent population oscillation, while the outer four are due to CPT. The linewidth of the CPT resonance is about 300 kHz and is limited by the natural linewidth of the excited state, which is to be expected because the excited state is involved in the formation of the dark state.

Studies on 12 V substrate-integrated lead-carbon hybrid ultracapacitors

A cost-effective 12 V substrate-integrated lead-carbon hybrid ultracapacitor is developed and performance tested. These hybrid ultracapacitors employ flexible-graphite sheets as negative plate current-collectors that are coated amperometrically with a thin layer of conducting polymer, namely poly-aniline to provide good adhesivity to activated-carbon layer. The positive plate of the hybrid ultracapacitors comprise conventional lead-sheet that is converted electrochemically into a substrate-integrated lead-dioxide electrode. 12 V substrate-integrated lead-carbon hybrid ultracapacitors both in absorbent-glass-mat and polymeric silica-gel electrolyte configurations are fabricated and characterized. It is possible to realize 12 V configurations with capacitance values of similar to 200 F and similar to 300 F, energy densities of similar to 1.9 Wh kg(-1) and similar to 2.5 Wh kg(-1) and power densities of similar to 2 kW kg(-1) and similar to 0.8 kW kg(-1), respectively, having faradaic-efficiency values of similar to 90 % with cycle-life in excess of 100,000 cycles. The effective cost of the mentioned hybrid ultracapacitors is estimated to be about similar to 4 US$/Wh as compared to similar to 20 US$/Wh for commercially available ultracapacitors.

An enolato-bridged dinuclear Cu(II) complex with a coumarin-assisted precursor: a spectral, magnetic and biological study

A new, phenoxo-bridged Cu-II dinuclear complex Cu-2(L)(2)(DMF)(2)] (1) has been obtained by employing the coumarin-assisted tridentate precursor, H2L, benzoic acid(7-hydroxy-4-methyl-2-oxo-2H-chromen-8-ylmethylene)-hydrazide]. Complex 1 has been systematically characterized by FTIR, UV-Vis, fluorescence and PR spectrometry. The single crystal X-ray diffraction analysis of 1 shows that the geometry around each copper ion is square pyramidal, comprising two enolato oxygen atoms belonging to different ligands (which assemble the dimer bridging the two metal centers), one imine-N and one phenolic-O atoms of the Schiff base and one oxygen atom from the DMF molecule. The temperature dependent magnetic interpretation agrees with the existence of weak ferromagnetic interactions between the bridging dinuclear Cu(II) ions. Both the ligand and complex 1 exhibit anti-mycobacterial activity and considerable efficacy towards M. tuberculosis H37Rv ATCC 27294 and M. tuberculosis H37Ra ATCC 25177 strains. The cytotoxicity study on human adenocarcinoma cell lines (MCF7) suggests that the ligand and complex 1 have potential anticancer properties. Molecular docking of H2L with the enoyl acyl carrier protein reductase of M. tuberculosis H37R(v) (PDB ID: 4U0K) is examined and the best docked pose of H2L shows one hydrogen bond with Thr196 (1.99 angstrom).

A 1 V supercapacitor device with nanostructured graphene oxide/polyaniline composite materials

Polyaniline and graphene oxide composite on activated carbon cum reduced graphene oxide-supported supercapacitor electrodes are fabricated and electrochemically characterized in a three-electrode cell assembly. Attractive supercapacitor performance, namely high-power capability and cycling stability for graphene oxide/polyaniline composite, is observed owing to the layered and porous-polymeric-structured electrodes. Based on the materials characterization data in a three-electrode cell assembly, 1 V supercapacitor devices are developed and performance tested. A comparative study has also been conducted for polyaniline and graphene oxide/polyaniline composite-based 1 V supercapacitors for comprehending the synergic effect of graphene oxide and polyaniline. Graphene oxide/polyaniline composite-based capacitor that exhibits about 100 F g(-1) specific capacitance with faradaic efficiency in excess of 90% has its energy and power density values of 14 Wh kg(-1) and 72 kW kg(-1), respectively. Cycle-life data for over 1000 cycles reflect 10% capacitance degradation for graphene oxide/polyaniline composite supercapacitor.

DLTS analysis of amphoteric interface defects in high-TiO2 MOS structures prepared by sol-gel spin-coating

High-kappa TiO2 thin films have been fabricated from a facile, combined sol-gel spin - coating technique on p and n type silicon substrate. XRD and Raman studies headed the existence of anatase phase of TiO2 with a small grain size of 18 nm. The refractive index `n' quantified from ellipsometry is 2.41. AFM studies suggest a high quality, pore free films with a fairly small surface roughness of 6 angstrom. The presence of Ti in its tetravalent state is confirmed by XPS analysis. The defect parameters observed at the interface of Si/TiO2 were studied by capacitance - voltage (C - V) and deep level transient spectroscopy (DLTS). The flat - band voltage (V-FB) and the density of slow interface states estimated are -0.9, -0.44 V and 5.24x10(10), 1.03x10(11) cm(-2); for the NMOS and PMOS capacitors, respectively. The activation energies, interface state densities and capture cross -sections measured by DLTS are E-V + 0.30, E-C - 0.21 eV; 8.73x10(11), 6.41x10(11) eV(-1) cm(-2) and 5.8x10(-23), 8.11x10(-23) cm(2) for the NMOS and PMOS structures, respectively. A low value of interface state density in both P-and N-MOS structures makes it a suitable alternate dielectric layer for CMOS applications. And also very low value of capture cross section for both the carriers due to the amphoteric nature of defect indicates that the traps are not aggressive recombination centers and possibly can not contribute to the device operation to a large extent. (C) 2015 Author(s).

Novel synergistic photocatalytic degradation of antibiotics and bacteria using V-N doped TiO2 under visible light: the state of nitrogen in V-doped TiO2

We report the synthesis of vanadium and nitrogen co-doped TiO2 for photocatalysis mainly emphasizing the state of nitrogen doping into TiO2 in the presence of vanadium ions. Considering the increase in antibiotic resistance developed by microbes due to the excess of pharmaceutical waste in the ecosystem, the photocatalytic activity was measured by degrading an antibiotic, chloramphenicol. A novel experiment was conducted by degrading the antibiotic and bacteria in each other's vicinity to focus on their synergistic photo-degradation by V-N co-doped TiO2. The catalysts were characterized using XRD, DRS, PL, TEM, BET and XPS analysis. Both interstitial and substitutional nitrogen doping were achieved with V-TiO2, showing high efficiency under visible light for antibiotic and bacterial degradation. In addition, the effect of doping concentration of nitrogen and vanadium in TiO2 and catalyst loading was studied thoroughly. Reusability experiments show that the prepared V-N co-doped TiO2 was stable for many cycles.

Turbulence in laminar premixed V-flames

Strong velocity fluctuations had been found in the laminar premixed V-flames. These velocity fluctuations are closely related to the chemical reaction. But the effects of the upstream combustible mixture velocity on the velocity fluctuations inside the flame are quite weak. The probability distribution function (PDF) of the velocity in the centre region of the flame appears "flat top" shaped. By analyzing the experiment results the flame-flow interactions are found to affect the flame not only at large scale in the flow field but also at small scale inside the flame. These effects will give rise to flame generated small scale turbulences.

Implementación de tres métodos de cosecha para la evaluación de producción y calidad en semilla de pasto Brachiaria brizantha. CIAT-6780 c.v Marandu

El presente trabajo tuvo, como objetivo evaluar en términos biológicos y económicos, el efecto de la implementación de 3 métodos de cosecha, (Cosecha normal, cosecha escalonada y recolección del suelo), para la evaluación de producción y calidad en semilla de Brachiaria brizantha CIAT 6780 cv Marandú. Este se llevó acabo en el km.14 ½ de la carretera norte, 2 km. al sur, en el Instituto Nacional de Investigación Agropecuaria (INTA)-(CNIA). El análisis de calidad de la semilla se realizó, empleando la metodología utilizada por el CIAT, para el análisis de calidad de semillas brozosas (con gran cantidad de residuos de inflorescencias). Se utilizó un diseño de bloque completo al azar con tres métodos de cosecha como tratamiento y tres repeticiones por tratamiento. Los resultados demuestran que los métodos de cosecha tuvieron efectos estadísticamente significativos (P<0.01) sobre el rendimiento de semilla cruda y semilla pura por hectárea. El incremento en el rendimiento de semilla cruda estuvo influenciado por la mayor cantidad de material inerte contenido en la muestra del tratamiento tres (Recolección del suelo) similar comportamiento presentaron los componentes estructurales longitud del raquiz, longitud del raquisillo, número de raquisillo y espiguillas por raquisillo (promedio). En el caso de los componentes estructurales número de plantas y número de espiguillas por raquisillo no hubo diferencias de efectos sobre el rendimiento. Para el análisis estadístico de las variables de calidad en la semilla, se realizó la prueba de Duncan para las diferencias de proporciones. El porcentaje de semilla pura presentó su máximo de valor con el método de cosecha normal aplicado como tratamiento uno. Para el porcentaje de viabilidad el valor más alto resultó con el método de barrido o recolección del suelo aplicado como tratamiento tres, estos resultados coinciden con lo reportado por el CIAT 1980; García y Ferguson, 1984 comparan la eficiencia relativa de los diferentes métodos de cosecha, en la cual la recolección de semilla caída ofrece el mayor porcentaje de germinación. De todos los tratamientos evaluados, el máximo beneficio monetario se obtuvo con la implementación del método de cosecha escalonado (US$565/ha). Sin embargo la cosecha normal fue el tratamiento con el que se obtuvo el mayor margen de ingreso bruto (83% del ingreso total), en comparación a los otros dos métodos de cosecha aplicados como tratamiento.

Respuesta al tratamiento super ovulatorio, con Folltropin-V (analogo sintetico de la hormona foliculoestimulante-FSH), en hembras bovinas donantes, de las razas Pardo Suizo y Reyna, en fincas de la Universidad Nacional Agraria, Managua

El presente trabajo investigativo fue realizado en las fincas Las Mercedes y Santa Rosa, ambas propiedad de la Universidad Nacional Agraria, ubicadas en el departamento de Managua-Nicaragua. El objetivo de la presente investigación fué conocer si hay influencia del factor raza en la respuesta súper ovulatoria una vez aplicado el tratamiento hormonal súper ovulatorio FOLLTROPIN-V (análogo sintético de la hormona foliculoestimulante-FSH) en hembras bovinas donantes de las razas Pardo Suizo y Reyna. El tamaño requerido de la muestra fue de 10 hembras donantes para cada raza en estudio; las cuales fueron previamente seleccionadas según la calidad genética de cada hembra, la edad comprendida entre 3-5 años y los resultados del examen clínico y ginecológico que se les realizó para saber si cumplían con los requisitos ó parámetros de salud estimados para esta técnica de mejoramiento productivo. Los datos se obtuvieron mediante el conteo de cuerpos lúteos y folículos a través de palpación rectal de los ovarios; el mismo día en que se realizó la recolecta de los embriones; los cuales fueron llevados al laboratorio para ser clasificados según su estado de desarrollo y calidad, posteriormente fueron transferidos ó congelados. Los resultados obtenidos a ravés del análisis de la respuesta superovulatoria, indican que no existe una diferencia significativa del factor raza, sin embargo se observó que la raza Reyna se comportó mejor que la raza Pardo Su izo al dar mayor cantidad de cuerpos lúteos (R: 14.75 - PS: 11.5) y embriones (R: 9.25 – PS: 5.6), pero sí se atribuye a la raza, la calidad y el estado de desarrollo embrionario que se obtuvieron, siendo la raza Reyna la que obtuvo mejor calidad de embriones aunque por ser la que más embriones dió, también fue la que brindó mayor cantidad de embriones degenerados y oocitos infértiles que son intransferibles.

Evaluacion de regencia en farmacias veterinarias de los distritos IV, V y VI de Managua

En vista que en Nicaragua y principalmente en la capital Managua, existe una problemática en los establecimientos que se dedican a la venta de productos veterinarios y que brindan servicios directos a la población para sus mascotas se propuso este estudio de tesis; que lleva por título: Evaluación de Regencia en Farmacias Veterinarias de los distritos IV, V y VI de Managua. Para lo cual se establecieron los objetivos siguientes: Evaluar los tipos de farmacias veterinarias (Agroveterinarias, Farmacias Veterinarias con clínica Integrada y Farmacias Veterinarias Puras, farmacias veterinarias y sala de estilismo) de los distritos IV , V, y VI de Managua, dicho estudio se efectuó en un periodo de 4 meses mediante visitas y recopilación del 100% de la información de los establecimientos encontrados en la guía telefónica del año 2007, así como información obtenida por el Ministerio Agropecuario y Forestal (MAGFOR) y finalmente se tomaron en cuenta los establecimientos populares comprobados in situ, en total se evaluaron 45 establecimientos clasificados en: 30 Farmacias veterinarias con clínica, 4 Agroveterinar ias, 10 Farmacias veterinarias y 1 Peluquería Canina, las cuales fueron visitadas y se recopiló información de cada uno de los establecimientos a través de una misma encuesta se recogieron datos como:nombre del establecimiento,dirección, teléfono, nivel profesional del administrador, uso de libro de bitácora , licencia de funcionamiento, uso de receta médica, superficie, precio oscilante de consultas y de cirugías en caninos y felinos, manejo de inventario de productos químicos y uso de expediente de casos clínicos. Los resulta dos obtenidos, demuestran que un alto porcentaje de los establecimientos que brindan servicio relacionado con la salud animal no esta siendo atendida por personal especializado, así el de las Agroveterinarias equivalente a 4 establecimientos, actualmente son administradas por zootecnista con un 22.2% y un 33.3% por agrónomos. El 50% de las farmacias veterinarias son atendidas por Médicos Veterinarios y otro 30% por Comerciantes y 20% por Zootecnista, no obstante aun en las farmacias veterinarias con clínic a se encuentran un 14.29% por Zootecnista y un 11.43% por Ing. agrónomos y prevaleciendo en dicho establecimiento los médicos veterinarios con un 74.29% pero no en su totalidad. Durante la etapa de investigación constatamos que un alto porcentaje de clínicas veterinarias no llevan un historial clínico de sus pacientes, solo entregan una tarjeta de vacunación y desparasitaciones, así como un alto porcentaje de estos establecimientos dicen tener licencia para funcionar no obstante el Ministerio Agropecuario y Forestal en su lista no lo reporta. Se recomienda establecer mediante comisiones de trabajo de diferentes organizaciones un modelo descriptivo de cómo tiene que ser la infraestructura de las instalaciones así como instituciones gubernamentales como: MAGFOR, MINSA, UNA y otras asociaciones de profesionales como el COMVEN formen una comisión de trabajo para asegurar que en los establecimientos se garanticen el uso, manejo y almacenaje adecuado de dichos productos ya que pueden poner en peligro la salud animal, medio ambiente y salud humana causados por residuos de los medicamentos.