Evaluation of geostatistical techniques to estimate the spatial distribution of aboveground biomass in the Amazon rainforest using high-resolution remote sensing data

ABSTRACT The spatial distribution of forest biomass in the Amazon is heterogeneous with a temporal and spatial variation, especially in relation to the different vegetation types of this biome. Biomass estimated in this region varies significantly depending on the applied approach and the data set used for modeling it. In this context, this study aimed to evaluate three different geostatistical techniques to estimate the spatial distribution of aboveground biomass (AGB). The selected techniques were: 1) ordinary least-squares regression (OLS), 2) geographically weighted regression (GWR) and, 3) geographically weighted regression - kriging (GWR-K). These techniques were applied to the same field dataset, using the same environmental variables derived from cartographic information and high-resolution remote sensing data (RapidEye). This study was developed in the Amazon rainforest from Sucumbíos - Ecuador. The results of this study showed that the GWR-K, a hybrid technique, provided statistically satisfactory estimates with the lowest prediction error compared to the other two techniques. Furthermore, we observed that 75% of the AGB was explained by the combination of remote sensing data and environmental variables, where the forest types are the most important variable for estimating AGB. It should be noted that while the use of high-resolution images significantly improves the estimation of the spatial distribution of AGB, the processing of this information requires high computational demand.

Influence of the hip joint modeling approaches on the kinematics of human gait

The influence of the hip joint formulation on the kinematic response of the model of human gait is investigated throughout this work. To accomplish this goal, the fundamental issues of the modeling process of a planar hip joint under the framework of multibody systems are revisited. In particular, the formulations for the ideal, dry, and lubricated revolute joints are described and utilized for the interaction of femur head inside acetabulum or the hip bone. In this process, the main kinematic and dynamic aspects of hip joints are analyzed. In a simple manner, the forces that are generated during human gait, for both dry and lubricated hip joint models, are computed in terms of the system’s state variables and subsequently introduced into the dynamics equations of motion of the multibody system as external generalized forces. Moreover, a human multibody model is considered, which incorporates the different approaches for the hip articulation, namely ideal joint, dry, and lubricated models. Finally, several computational simulations based on different approaches are performed, and the main results presented and compared to identify differences among the methodologies and procedures adopted in this work. The input conditions to the models correspond to the experimental data capture from an adult male during normal gait. In general, the obtained results in terms of positions do not differ significantly when the different hip joint models are considered. In sharp contrast, the velocity and acceleration plotted vary significantly. The effect of the hip joint modeling approach is clearly measurable and visible in terms of peaks and oscillations of the velocities and accelerations. In general, with the dry hip model, intra-joint force peaks can be observed, which can be associated with the multiple impacts between the femur head and the cup. In turn, when the lubricant is present, the system’s response tends to be smoother due to the damping effects of the synovial fluid.

Layer-by-layer technique to developing functional nanolaminate films with antifungal activity

The layer-by-layer (LbL) deposition method was used to build up alternating layers (five) of different polyelectrolyte solutions (alginate, zein-carvacrol nanocapsules, chitosan and chitosan-carvacrol emulsions) on an aminolysed/charged polyethylene terephthalate (A/C PET) film. These nanolaminated films were characterised by contact angle measurements and through the determination of water vapour (WVTR) and oxygen (O2TR) transmission rates. The effect of active nanolaminated films against the Alternaria sp. and Rhizopus stolonifer was also evaluated. This procedure allowed developing optically transparent nanolaminated films with tuneable water vapour and gas properties and antifungal activity. The water and oxygen transmission rate values for the multilayer films were lower than those previously reported for the neat alginate or chitosan films. The presence of carvacrol and zein nanocapsules significantly decreased the water transmission rate (up to 40 %) of the nanolaminated films. However, the O2TR behaved differently and was only improved (up to 45 %) when carvacrol was encapsulated, i.e. nanolaminated films prepared by alternating alginate with nanocapsules of zein-carvacrol layers showed better oxygen barrier properties than those prepared as an emulsion of chitosan and carvacrol. These films containing zein-carvacrol nanocapsules also showed the highest antifungal activity (30 %), which did not significantly differ from those obtained with the highest amount of carvacrol, probably due to the controlled release of the active agent (carvacrol) from the zein-carvacrol nanocapsules. Thus, this work shows that nanolaminated films prepared with alternating layers of alginate and zein-carvacrol nanocapsules can be considered to improve the shelf-life of foodstuffs.

A integração de técnicas BIM (Building Information Modeling) no projeto e na construção de estruturas de madeira

Dissertação de mestrado integrado em Engenharia Civil

O efeito da deposição salina nas características das escorrências rodoviárias em zonas costeiras

Tese de Doutoramento em Engenharia Civil.

A integração do Building Information Modeling (BIM) num projeto de reabilitação

Dissertação de mestrado integrado em Engenharia Civil

Current Challenges in Modeling Cellular Metabolism

Mathematical and computational models play an essential role in understanding the cellular metabolism. They are used as platforms to integrate current knowledge on a biological system and to systematically test and predict the effect of manipulations to such systems. The recent advances in genome sequencing techniques have facilitated the reconstruction of genome-scale metabolic networks for a wide variety of organisms from microbes to human cells. These models have been successfully used in multiple biotechnological applications. Despite these advancements, modeling cellular metabolism still presents many challenges. The aim of this Research Topic is not only to expose and consolidate the state-of-the-art in metabolic modeling approaches, but also to push this frontier beyond the current edge through the introduction of innovative solutions. The articles presented in this e-book address some of the main challenges in the field, including the integration of different modeling formalisms, the integration of heterogeneous data sources into metabolic models, explicit representation of other biological processes during phenotype simulation, and standardization efforts in the representation of metabolic models and simulation results.

Implementação de um sistema de previsão e controlo para operação otimizada de um sistema de recolha e armazenamento de água pluvial

Dissertação de mestrado integrado em Engenharia Civil

A UML-based approach for modeling industrial control applications

The main purpose of the poster is to present how the Unified Modeling Language (UML) can be used for diagnosing and optimizing real industrial production systems. By using a car radios production line as a case study, the poster shows the modeling process that can be followed during the analysis phase of complex control applications. In order to guarantee the continuity mapping of the models, the authors propose some guidelines to transform the use cases diagrams into a single object diagram, which is the main diagram for the next phases of the development.

Vascular disease modeling using induced pluripotent stem cells: Focus in Hutchinson-Gilford Progeria Syndrome

Transparency document related to this article can be found online at http://dx.doi.org/10.1016/j.bbrc.2015.10.014

Fontan Operation and the Cavopulmonary Technique: Immediate and Late Results According to the Presence of Atrial Fenestration

OBJECTIVE: To compare immediate and late results in patients with or without fenestration who underwent cavopulmonary anastomosis so that we could assess the efficiency of the technique. METHODS: Sixty-two patients underwent surgery between 1988 and 1999, 41 with fenestration (group I -G I) and 21 without fenestration (group II -G II). Tricuspid atresia was prevalent in group I (23-56%) and single ventricle was prevalent in group II (14-66%). Mean ages at the time of operation were 7.3 years in group I and 7.6 in group II. At late follow-up, mean ages were 10.6 years in group I and 12.8 years in group II. RESULTS: Immediate and late mortality were 7.3% in G-I and 4.7% in G-II. Significant pleural effusion occurred in 41.4% of G-I patients and in 23.8% of G-II patients. Significant pericardial effusion occurred in 29.2% and 14.2%, respectively, in groups I and II. Central venous pressure was greater in G-II, 17.7 cm in H2O, as opposed to 15 cm in G-I. Hospital stay was similar between the groups, 26.3 and 21.8 days, respectively. Cyanosis and arterial insaturation occurred in 5 patients, and 4 patients were in functional class II, all from G-I. At late follow-up, 58 (93.5%) were in functional class I. Sinus rhythm was present in 94%, and pulmonary perfusion was similar in both groups. Eleven patients who underwent spirometry had good tolerance to physical effort. CONCLUSION: Atrial fenestration did not improve the immediate or late follow-up of patients who underwent cavopulmonary anastomosis, and is, therefore, dispensable.

Using one-year claim development to chose a large claim reserving technique

Mestrado em Ciências Actuariais

Factores Críticos del Desarrollo Local y Regional Integrado zona serrana y Norte de la Provincia de Córdoba-. Validación causal estadística de Modelos de Ecuaciones Estructurales. Identificación de problemas normativos de las OSC.Critical Factors of Local and Regional Development in north of the Province of Córdoba. Causal validation with Structural Equation Modeling. Legal regulations of civil society.

En la investigación anterior -en la zona pampeana de la Provincia de Córdoba- se demostró teórica y empíricamente, que el desarrollo de la Sociedad Civil muchas veces libradas a su suerte y con limitaciones legales apoyan decididamente el desarrollo local, sin embargo han logrado solo parcialmente sus objetivos, por lo que es necesario comenzar un camino de fortalecimiento en los nuevos roles que deben asumir. Los gobiernos locales, a la vez, intentan trabajosamente con contados éxitos detener el procesos de descapitalización social -financiera y humana- de sus comunidades locales y regionales, peregrinando con escaso éxito a los centros concentrados del poder político y económico, para procurar los recursos financieros y humanos necesarios que no alcanzan a reponer los que se fugan desde hace décadas de sus localidades. Las empresas, con ciclos recurrentes de crecimiento y decrecimiento vinculados a los mercados en que colocan sus productos, también se debaten en la búsqueda de los escasos recursos, financieros y humanos, que les permitan consolidar un desarrollo a mediano y largo plazo. El desarrollo alcanzado en Sistemas de información, instrumentos de relevamiento, análisis y elaboración de propuestas para el Desarrollo Local, nos permite avanzar en: 1. La confirmación empírica de las hipótesis iniciales - factores exógenos y endógenos - en la zona Norte y Serrana de la provincia 2. La validación científica -mediante el Análisis de ecuaciones estructurales. de tales supuestos, para el conjunto de las poblaciones analizadas en ambas etapas. 3. La identificación de los problemas normativos que afectan el desarrollo de las Organizaciones de la Sociedad Civil (OSC). METODOLOGÍA Respecto la validación empírica en la zona norte y serrana 1. Selección de las 4 localidades a relevar de acuerdo a las categorías definidas 2. Elaboración de acuerdos con autoridades e instituciones locales. 3. Relevamiento cualitativo con líderes locales y fuentes de datos secundarias. 4. Adaptación de instrumentos de relevamiento a las realidades locales y estudios previos 5. Relevamiento cuantitativo de campo, capacitación de encuestadores y supervisores. 6. Procesamiento y elaboración de informes finales locales. Respecto de la construcción de modelos de desarrollo 1. Desarrollar las dimensiones especificas y las variables (items) de cada factor crítico. 2. Revisar el instrumento con expertos de cada una de las dimensiones. 3. Validar a nivel exploratorio por medio de un Análisis de Componentes Principales 4. Someter a los expertos la evaluación de una serie de localidades que representan cada uno. Respecto de la identificación de las normas legales que afectan a la Sociedad Civil 1.Relevamiento documental de normas 2. Relevamiento con líderes de instituciones de la Sociedad Civil 3. Análisis de las normas vigentes 4. Elaboración de Informes Finales y Transferencia a líderes e instituciones

Los objetos técnicos y los organismos tecnificados. Reflexiones filosóficas, estéticas y políticas sobre la técnica. Technical objects and technified organisms. Philosophical, aesthetical and political approaches on technique

El presente proyecto se propone como parte inicial de una investigación sobre la relación entre naturaleza/cultura/técnica. Tradicionalmente la naturaleza y la cultura se han considerado como ámbitos diferenciados y opuestos. Y es en esta distinción donde la técnica adquiere un lugar central. El pensamiento occidental sobre la técnica ha recibido diversas interpretaciones: desde una subordinación con respecto al conocimiento verdadero (episteme) en la filosofía clásica, un optimismo sobre la técnica como posibilidad de dominación de la naturaleza en el Renacimiento y la Ilustración, y la ambigüedad y desasosiego romántico (Mitcham, 1979). Durante el siglo XX se distinguen dos posiciones antagónicas sobre la técnica. Por un lado, una actitud “crítica” donde pueden identificarse los trabajos de filósofs de diferentes tradiciones como Ortega y Gasset (1939), Heidegger (1954), Mumford (1971) Ellul (1960) y la Escuela de Frankfurt. Por otro lado, una filosofía de la técnica “ingenieril” que consiste en el análisis de la tecnología como un paradigma de pensamiento y acción humana. Esta dicotomía ha sido interpretada por Eco como “apocalípticos e integrados”. Más allá de las mencionadas diferencias, lo que tienen en común ambas posiciones es que parten de una dicotomía entre cultura y naturaleza. Nuestra perspectiva rechaza esta dicotomía, por el contrario, evidenciamos una creciente imbricación entre ambas donde las fronteras entre una y otra se hacen difusas. La noción de “objeto técnico” propuesta por Simondon (2007) hace referencia a la inserción del objeto técnico en la cultura, donde debe reconocerse la “realidad humana” presente en el mismo. Ahora bien, esto no significa “humanizar el objeto técnico”, sino más bien indagar sobre el lugar que este ocupa en la cultura como también establecer su relación con la naturaleza. En el siglo XVII el hombre mismo es reinterpretado como máquina (La Mettrie, 2000). En la actualidad pueden identificarse dos tendencias en la concepción de la técnica: los «humanos-máquinas» y las «máquinas-humanas», en otras palabras, la disposición del humano hacia la máquina y la tendencia de la máquina hacia lo humano. No obstante, ambas posiciones siguen manteniendo una distinción taxonómica entre el cuerpo –o lo orgánico- y lo maquínico, lo que implica una consideración de esta relación de manera extrínseca. Frente a esta tensión Haraway propone el concepto de cyborg: «un organismo cibernético» (1995). Los desarrollos tecnológicos han producido una modificación tal en la vida de los seres orgánicos en los cuales ya no puede concebirse su cuerpo independientemente de la tecnología. Esto conduce a replantear la distinción entre “animales/hombres/máquinas”, entendiendo a los mismos como expresiones de naturaleza, cultura y tecnología respectivamente. Nuestra investigación parte de la hipótesis que la técnica diluye diferencias de orden natural y cultural a través de los objetos técnicos que son productos culturales. La estética se ocupa de la percepción sensible del mundo no puede eludir su dimensión técnica. Al margen de la crítica a la “Industria cultural” consideramos relevante la aproximación de Benjamin al problema de la técnica porque aborda la imbricación antes mencionada en el campo de la percepción. Según Benjamin la irrupción de la técnica al mismo tiempo que posibilita una estetización de la política que confluye en el fascismo como punto extremo también abre la posibilidad de desmontar la ideología del progreso infinito (1967). Una integración entre aproximaciones estéticas y políticas a la técnica Flusser (1983) propone la “caja negra” como metáfora de la técnica contemporánea. Su propuesta es la “apertura de la caja negra” que consiste en tomar conocimiento del funcionamiento del dispositivo. Nuestra propuesta de investigación aborda la técnica desde una consideración filosófica/estética/política, donde redefiniremos la técnica partiendo de la imbricación entre cultura y naturaleza. This project will set the basis for a sustained research on the relation nature/culture/technique. They have been traditionally considered as separate and even opposite fields. And it is on the brink of this distinction where technique plays a central role. In Western thought technique has received many interpretations since the beginnings of philosophy: from a subordination to true knowledge (episteme) in classic philosophy, or the optimism which sees in technique the possibility of dominating nature in the Renaissance and in the Enlightenment, to the Romantic ambiguity and uneasiness towards technological change (Mitcham, 1979). During the twentieth century two opposed approach on technique prevail. On one hand, a “critical” attitude such defines the work of philosophers of different traditions such as Ortega y Gasset (1939), Heidegger (1954), Mumford (1971) Ellul (1960) and the Frankfurt School. On the other hand there is an “engineering” philosophy of technique that consists in the analisis of technology as a paradigm to understand human action and thought. Besides their differences, both positions have in common a dichotomy between nature and culture. We reject such dichotomy. On the contrary we consider there is a growing intertwinement between both which blurs the borders of the concepts. Simondon’s notion of “technical object” refers to the insertion of the technique in culture where the “human reality” in it must be recognised. This does not imply “humanising the technical object”, but investigate on the role it plays on culture and establishing its relation to nature. To articulate this relation we will work with unorthodox approaches on technique such as Benjamin (1967), Flusser (1983) and others. The hypothesis of our project is that the traditional distinction of “animal/man/machine” must be re-thought, therefore raising the question on the blurring line between nature, culture and technique and its effects in philosophy, politics and aesthetics.