Projecte P.I.T.O.S (Projecte d'informació telefònica d'orientació al S.A.T)

JCM és una empresa dedicada al disseny de sistemes de control d’accés. Disposa d’uns equips elèctrics amb molts paràmetres configurables, així es poden utilitzar en molts tipus d’instal•lació. Aquets paràmetres són configurables pels clients. JCM, disposa d’un servei d’atenció telefònica (SAT), que intenta donar solucions a tots els problemes que puguin sorgir als clients. Sovint, no poden donar suport als dubtes dels clients per culpa de la poca informació que reben a través del client. L'objectiu del projecte és resoldre el problema de falta d'informació i mala comunicació per millorar la qualitat del servei que ofereix el SAT. La solució, no ha d’alterar el cost de producció del producte. S’ha de tenir en compte també que els equips poden estar instal•lats en qualsevol part del món i que només es poden utilitzar recursos de fàcil accés per tots els clients. Per complir amb aquests objectius, emetrem un missatge, a través del brunzidor del equip, amb la informació de configuració de l'equip. Aquest missatge viatjarà a través de la xarxa telefònica fins al SAT. Un cop allà, el descodificarem i n'enviarem les dades a un PC perquè pugui presentar les dades sobre la configuració de una forma clara pel SAT.

Traducción técnica del capítulo III del libro Advanced Data Warehouse design: from conventional to spatial and temporal applications

The proposal to work on this final project came after several discussions held with Dr. Elzbieta Malinowski Gadja, who in 2008 published the book entitled Advanced Data Warehouse Design: From Conventional to Spatial and Temporal Applications (Data-Centric Systems and Applications). The project was carried out under the technical supervision of Dr. Malinowski and the direct beneficiary was the University of Costa Rica (UCR) where Dr. Malinowski is a professor at the Department of Computer Science and Informatics. The purpose of this project was twofold: First, to translate chapter III of said book with the intention of generating educational material for the use of the UCR and, second, to venture in the field of technical translation related to data warehouse. For the first component, the goal was to generate a final product that would eventually serve as an educational tool for the post-graduate courses of the UCR. For the second component, this project allowed me to acquire new skills and put into practice techniques that have helped me not only to perfom better in my current job as an Assistant Translator of the Inter-American BAnk (IDB), but also to use them in similar projects. The process was lenggthy and required torough research and constant communication with the author. The investigation focused on the search of terms and definitions to prepare the glossary, which was the basis to start the translation project. The translation process itself was carried out by phases, so that comments and corrections by the author could be taken into account in subsequent stages. Later, based on the glossary and the translated text, illustrations had been created in the Visio software were translated. In addition to the technical revision by the author, professor Carme Mangiron was in charge of revising the non-technical text. The result was a high-quality document that is currently used as reference and study material by the Department of Computer Science and Informatics of Costa Rica.

Chloroplastic phosphoadenosine phosphosulfate metabolism regulates basal levels of the prohormone jasmonic acid in Arabidopsis leaves.

Levels of the enzymes that produce wound response mediators have to be controlled tightly in unwounded tissues. The Arabidopsis (Arabidopsis thaliana) fatty acid oxygenation up-regulated8 (fou8) mutant catalyzes high rates of alpha -linolenic acid oxygenation and has higher than wild-type levels of the alpha -linolenic acid-derived wound response mediator jasmonic acid (JA) in undamaged leaves. fou8 produces a null allele in the gene SAL1 (also known as FIERY1 or FRY1). Overexpression of the wild-type gene product had the opposite effect of the null allele, suggesting a regulatory role of SAL1 acting in JA synthesis. The biochemical phenotypes in fou8 were complemented when the yeast (Saccharomyces cerevisiae) sulfur metabolism 3'(2'), 5'-bisphosphate nucleotidase MET22 was targeted to chloroplasts in fou8. The data are consistent with a role of SAL1 in the chloroplast-localized dephosphorylation of 3'-phospho-5'-adenosine phosphosulfate to 5'-adenosine phosphosulfate or in a closely related reaction (e.g. 3',5'-bisphosphate dephosphorylation). Furthermore, the fou8 phenotype was genetically suppressed in a triple mutant (fou8 apk1 apk2) affecting chloroplastic 3'-phospho-5'-adenosine phosphosulfate synthesis. These results show that a nucleotide component of the sulfur futile cycle regulates early steps of JA production and basal JA levels.

The evolution of recent research on Catalan literature through the production of PhD theses: a bibliometric and social network analysis

Introduction. This paper studies the situation of research on Catalan literature between 1976 and 2003 by carrying out a bibliometric and social network analysis of PhD theses defended in Spain. It has a dual aim: to present interesting results for the discipline and to demonstrate the methodological efficacy of scientometric tools in the humanities, a field in which they are often neglected due to the difficulty of gathering data. Method. The analysis was performed on 151 records obtained from the TESEO database of PhD theses. The quantitative estimates include the use of the UCINET and Pajek software packages. Authority control was performed on the records. Analysis. Descriptive statistics were used to describe the sample and the distribution of responses to each question. Sex differences on key questions were analysed using the Chi-squared test. Results. The value of the figures obtained is demonstrated. The information obtained on the topic and the periods studied in the theses, and on the actors involved (doctoral students, thesis supervisors and members of defence committees), provide important insights into the mechanisms of humanities disciplines. The main research tendencies of Catalan literature are identified. It is observed that the composition of members of the thesis defence committees follows Lotka's Law. Conclusions. Bibliometric analysis and social network analysis may be especially useful in the humanities and in other fields which are lacking in scientometric data in comparison with the experimental sciences.

Applicability of a distributed watershed pollution model in a data-poor environment in Santa Catarina State, Brazil

Intensification of agricultural production without a sound management and regulations can lead to severe environmental problems, as in Western Santa Catarina State, Brazil, where intensive swine production has caused large accumulations of manure and consequently water pollution. Natural resource scientists are asked by decision-makers for advice on management and regulatory decisions. Distributed environmental models are useful tools, since they can be used to explore consequences of various management practices. However, in many areas of the world, quantitative data for model calibration and validation are lacking. The data-intensive distributed environmental model AgNPS was applied in a data-poor environment, the upper catchment (2,520 ha) of the Ariranhazinho River, near the city of Seara, in Santa Catarina State. Steps included data preparation, cell size selection, sensitivity analysis, model calibration and application to different management scenarios. The model was calibrated based on a best guess for model parameters and on a pragmatic sensitivity analysis. The parameters were adjusted to match model outputs (runoff volume, peak runoff rate and sediment concentration) closely with the sparse observed data. A modelling grid cell resolution of 150 m adduced appropriate and computer-fit results. The rainfall runoff response of the AgNPS model was calibrated using three separate rainfall ranges (< 25, 25-60, > 60 mm). Predicted sediment concentrations were consistently six to ten times higher than observed, probably due to sediment trapping along vegetated channel banks. Predicted N and P concentrations in stream water ranged from just below to well above regulatory norms. Expert knowledge of the area, in addition to experience reported in the literature, was able to compensate in part for limited calibration data. Several scenarios (actual, recommended and excessive manure applications, and point source pollution from swine operations) could be compared by the model, using a relative ranking rather than quantitative predictions.

Multicopy suppression of a gacA mutation by the infC operon in Pseudomonas fluorescens CHA0: competition with the global translational regulator RsmA.

The gacA gene of the biocontrol strain Pseudomonas fluorescens CHA0 codes for a response regulator which, together with the sensor kinase GacS (=LemA), is required for the production of exoenzymes and secondary metabolites involved in biocontrol, including hydrogen cyanide (HCN). A gacA multicopy suppressor was isolated from a cosmid library of strain CHA0 and identified as the infC-rpmI-rplT operon, which encodes the translation initiation factor IF3 and the ribosomal proteins L35 and L20. The efficiency of suppression was about 30%, as determined by the use of a GacA-controlled reporter construct, i.e. a translational hcnA'-'lacZ fusion. Overexpression of the rsmA gene (coding for a global translational repressor) reversed the suppressive effect of the amplified infC operon. This finding suggests that some product(s) of the infC operon can compete with RsmA at the level of translation in P. fluorescens CHA0 and that important biocontrol traits can be regulated at this level.

Comparison of two oral probiotic preparations in a randomized crossover trial highlights a potentially beneficial effect of Lactobacillus paracasei NCC2461 in patients with allergic rhinitis.

BACKGROUND: There is promising but conflicting evidence to recommend the addition of probiotics to foods for prevention and treatment of allergy. Based on previous studies with fermented milk containing Lactobacillus paracasei NCC2461, we aimed to compare the effect of a powder form of the latter probiotic with the effect of a blend of Lactobacillus acidophilus ATCC SD5221 and Bifidobacterium lactis ATCC SD5219 in patients with allergic rhinitis. METHODS: A double-blind, randomized, cross-over study, involving 31 adults with allergic rhinitis to grass pollen, was performed outside the grass pollen season (registration number: NCT01233154). Subjects received each product for 4-weeks in two phases separated by a wash-out period of 6 to 8 weeks. A nasal provocation test was performed before and after each 4-week product intake period, and outcome parameters (objective and subjective clinical symptoms; immune parameters) were measured during and/or 24 hours after the test. RESULTS: Out of the 31 subject enrolled, 28 completed the study. While no effect was observed on nasal congestion (primary outcome), treatment with NCC2461 significantly decreased nasal pruritus (determined by VAS), and leukocytes in nasal fluid samples, enhanced IL-5, IL-13 and IL-10 production by peripheral blood mononuclear cells in an allergen specific manner and tended to decrease IL-5 secretion in nasal fluid, in contrast to treatment with the blend of L. acidophilus and B. lactis. CONCLUSIONS: Despite short-term consumption, NCC2461 was able to reduce subjective nasal pruritus while not affecting nasal congestion in adults suffering from grass pollen allergic rhinitis. The associated decrease in nasal fluid leukocytes and IL-5 secretion, and the enhanced IL-10 secretion in an allergen specific manner may partly explain the decrease in nasal pruritus. However, somewhat unexpected systemic immune changes were also noted. These data support the study of NCC2461 consumption in a seasonal clinical trial to further demonstrate its potentially beneficial effect.

Etude des effets du monoxyde d'azote (NO) sur le métabolisme des acides gras libres à partir d'un modèle de souris invalidée pour le gène de la NO synthase endothéliale

RESUME GENERAL Au cours de ces dernières années, le monoxyde d'azote (NO) produit par une famille d'enzymes, les NO synthases (NOS), est apparu comme un effecteur central dans la régulation du système cardiovasculaire et du métabolisme énergétique. Chez l'homme, un défaut de production du NO est associé à des maladies cardiovasculaires et métaboliques comme la résistance à l'insuline ou le diabète de type 2. Ces pathologies se retrouvent chez les souris invalidées pour la NO synthase endothéliale (eN0S-/-) qui présentent non seulement une hypertension mais également une résistance à l'insuline et une dyslipidémie (augmentation des triglycérides et des acides gras libres). Ces anomalies sont étroitement associées et impliquées dans le développement du diabète de type 2. Dans cette étude, nous avons essayé de déterminer à partir du modèle de souris eN0S-/-, l'influence de la eNOS et de son produit, le NO, sur la régulation du métabolisme lipidique intracellulaire. Ainsi, nous avons montré que cette enzyme et le NO régulent directement l'activité β-oxydative des mitochondries isolées du muscle squelettique, du muscle cardiaque et du tissu adipeux blanc. Par ailleurs, dans le muscle de ces souris, le contenu des mitochondries et l'expression des gènes impliqués dans leur biogénèse sont diminués, ce qui suggère que la eNOS et/ou le NO contrôlent également la synthèse de ces organelles. Les mitochondries, via la β-oxydation, sont impliquées dans la production d'énergie à partir des acides gras libres. Dans notre modèle animal, la diminution de la β-oxydation dans le muscle, s'accompagne d'une accumulation des triglycérides intramyocellulaires. Cette accumulation prédispose fortement au développement de la résistance à l'insuline. Les anomalies du métabolisme β-oxydatif favorisent donc probablement l'apparition de la dyslipidémie et le développement de la résistance à l'insuline observées chez les souris eN0S-/-. Cette hypothèse est soutenue par différentes études effectuées chez l'homme et l'animal qui suggèrent qu'une dysfonction mitochondriale peut être à l'origine de la résistance à l'insuline. Ces données récentes et les résultats de ce travail apportent un regard nouveau sur le rôle du NO dans le développement des maladies métaboliques que sont la résistance à l'insuline, le diabète de type 2 et l'obésité. Elles placent aux centres de ces mécanismes une organelle, la mitochondrie, située au carrefour des métabolismes glucidiques et lipidiques. SUMMARY Over the last years, nitric oxide (NO), synthesized by a family of enzymes, the NO synthases, has become a central regulator of the cardiovascular system and energy metabolism. In humans, defective NO production is found in cardiovascular and metabolic diseases such as insulin resistance or type 2 diabetes mellitus. These alterations are also found in knockout mice for the endothelial nitric oxide synthase (eN0S-/-), which are not only hypertensive but also display insulin resistance and dyslipidemia (with increased triglyceride and free fatty acid levels). These pathologic features are tightly linked and involved in the pathogenesis of type 2 DM. In this study, using eN0S-/- mice, we determined the role played by this enzyme and its product, NO, on intracellular lipid metabolism. We show that eNOS and NO directly regulate β-oxidation in mitochondria isolated from skeletal and cardiac muscle as well as white adipose tissue. Furthermore, in the skeletal muscle of these mice, the mitochondrial content and the expression of genes involved in mitochondrial biogenesis are decreased, suggesting that eNOS and/or NO also regulate the synthesis of this intracellular organelle. Mitochondria, through β-oxidation, play a role in energy production from free fatty acids. In our animal model, decreased β-oxidation in skeletal muscle is associated with accumulation of intramyocellular lipids. This increased lipid content plays an important role in the pathogenesis of insulin resistance. Defective β-oxidation, therefore, probably favours the development of insulin resistance and dyslipidemia as seen in these animals. This hypothesis is strengthened by studies in humans and animals indicating that mitochondrial dysfunction is associated with insulin resistance. These recent data and the results of this work provide evidence for a role of NO in the development of metabolic diseases such as insulin resistance or type diabetes mellitus. They put as a central player, an organelle, the mitochondria, which lies at the crossway of carbohydrate and lipid metabolism. RESUME DIDACTIQUE Le maintien des fonctions vitales et l'accomplissement d'une activité physique nécessitent, chez l'homme, un apport quotidien d'énergie. Cette énergie est présente, dans l'alimentation, principalement sous forme de graisses (lipides) ou de sucres. La production d'énergie s'effectue en majorité dans le muscle au niveau d'une organelle particulière, la mitochondrie. La régulation du métabolisme énergétique fait intervenir de nombreux facteurs de régulation dont l'un des plus connu est l'insuline. De nombreuses maladies comme le diabète de type 2, l'obésité ou le syndrome métabolique découlent de la dérégulation du métabolisme énergétique. Un mécanisme particulier, la résistance à l'insuline, qui se caractérise par un défaut d'action de l'insuline au niveau de ses tissus cibles (foie, muscle...) est souvent impliqué dans le développement de ces pathologies. L'étude de ces anomalies métaboliques nécessite l'utilisation de modèles, notamment animaux, qui ont la particularité de reproduire partiellement un état pathologique caractéristique de certaines maladies humaines. Dans ce travail, nous avons utilisé un modèle de souris dont la particularité est de ne pas exprimer une enzyme, la monoxyde d'azote (NO) synthase endothéliale (eNOS), responsable de la synthèse d'un gaz, le NO. Ces souris présentent une hypertension artérielle, des anomalies du métabolisme des lipides et une résistance à l'insuline. Or, de récents travaux effectués chez l'homme montrent que des individus insulino-résistants ou diabétiques de type 2 ont une diminution de la production de NO. Lors de nos investigations, nous avons démontré que la quantité et la capacité des mitochondries à utiliser les lipides comme substrat énergétique est diminuée dans les muscles des souris eN0S-/-. Par ailleurs, ces deux anomalies sont associées dans ce tissu à une accumulation des lipides. De façon très intéressante, ce phénomène est décrit dans de nombreuses études effectuées chez l'homme et l'animal comme favorisant le développement de la résistance à l'insuline. Les résultats de ce travail suggèrent donc que la eNOS et/ou le NO joue un rôle important dans l'activité et la synthèse des mitochondries. Le NO pourrait donc constituer une cible thérapeutique dans le traitement des maladies métaboliques.

Algunes reflexions sobre la construcció d'indicadors indirectes pel seguiment de l'activitat industrial regional

En un gran nombre d'economies, l'evolució de la producció industrial s'analitza a partir de la informació sobre el Producte Industrial Brut i/o el Valor Afegit Brut que proporcionen les Comptabilitats Nacionals. A Espanya, la utilització d'aquestes dades presenta el problema que no estan disponibles tan ràpidament com seria desitjable. En conseqüència, no és possible realitzar un seguiment a curt termini de l'activitat industrial a partir dels mateixos. Per a solucionar aquest problema, l'Institut Nacional d'Estadística elabora un Índex de Producció Industrial mensual a partir de la informació obtinguda a través d'una enquesta dirigida a una mostra representativa de les empreses espanyoles. No obstant això, a nivell regional, les dificultats per a realitzar un seguiment de l'activitat industrial són majors a causa de l'escassesa d'informació estadística. Durant els últims anys, diferents institucions públiques i privades han començat a elaborar indicadors d'activitat per a algunes regions espanyoles, encara que a partir de metodologies no homogènies, de manera que aquests índexs no són directament comparables. Per a corregir aquesta situació, en diferents fòrums s'ha proposat emprar la metodologia utilitzada per l'Institut d'Estadística de Catalunya (IEC) per a la comunitat catalana com alternativa per a aquelles comunitats espanyoles que no disposen d'un indicador de l'activitat industrial, atès que per a Catalunya resulta una metodologia adequada. En aquest treball s'estudia la idoneïtat d'estendre aquesta metodologia a la resta de regions espanyoles. Per a això, es construeixen uns indicadors d'acord amb la metodologia del IEC i es comparen amb els índexs regionals obtinguts per mètodes directes per a tres de les quatre regions que existeixen: Andalusia, Astúries i Euskadi

Testing for multicointegration in panel data with common factors

The paper addresses the concept of multicointegration in panel data frame- work. The proposal builds upon the panel data cointegration procedures developed in Pedroni (2004), for which we compute the moments of the parametric statistics. When individuals are either cross-section independent or cross-section dependence can be re- moved by cross-section demeaning, our approach can be applied to the wider framework of mixed I(2) and I(1) stochastic processes analysis. The paper also deals with the issue of cross-section dependence using approximate common factor models. Finite sample performance is investigated through Monte Carlo simulations. Finally, we illustrate the use of the procedure investigating inventories, sales and production relationship for a panel of US industries.

Biomass production and phosphorus use of forage grasses fertilized with two phosphorus sources

A major constraint to agricultural production in acid soils of tropical regions is the low soil P availability, due to the high adsorption capacity, low P level in the source material and low efficiency of P uptake and use by most of the modern varieties grown commercially. This study was carried out to evaluate the biomass production and P use by forage grasses on two soils fertilized with two P sources of different solubility. Two experiments were carried out, one for each soil (Cambisol and Latosol), using pots filled with 4 dm³ soil in a completely randomized design and a 4 x 2 factorial scheme. The treatments consisted of a combination of four forage plants (Brachiaria decumbens, Brachiaria brizantha, Pennisetum glaucum and Sorghum bicolor) with two P sources (Triple Superphosphate - TSP and Arad Reactive Phosphate - ARP), with four replications. The forage grasses were harvested at pre-flowering, when dry matter weight and P concentrations were measured. Based on the P concentration and dry matter production, the total P accumulation was calculated. With these data, the following indices were calculated: the P uptake efficiency of roots, P use efficiency, use efficiency of available P, use efficiency of applied P and agronomic efficiency. The use of the source with higher solubility (TSP) resulted, generally, in higher total dry matter and total P accumulation in the forage grasses, in both soils. For the less reactive source (ARP), the means found in the forage grasses, for use efficiency and efficient use of available P, were always higher when grown in Latosol, indicating favorable conditions for the solubility of ARP. The total dry matter of Brachiaria brizantha was generally higher, with low P uptake, accumulation and translocation, which indicated good P use efficiency for both P sources and soils. The forage plants differed in the P use potential, due to the sources of the applied P and of the soils used. Less than 10 % of the applied P was immobilized in the forage dry matter. Highest values were observed for TSP, but this was not reflected in a higher use efficiency of P from this source.

Anaerobically controlled expression system derived from the arcDABC operon of Pseudomonas aeruginosa: application to lipase production.

The anaerobically inducible arcDABC operon encodes the enzymes of the arginine deiminase pathway in Pseudomonas aeruginosa. Upon induction, the arcAB mRNAs and proteins reach high intracellular levels, because of a strong anaerobically controlled promoter and mRNA processing in arcD, leading to stable downstream transcripts. We explored the usefulness of this system for the construction of expression vectors. The lacZ gene of Escherichia coli was expressed to the highest levels when fused close to the arc promoter. Insertion of lacZ further downstream into arcA or arcB did not stabilize the intrinsically unstable lacZ mRNA. On the contrary, lacZ mRNA appeared to be a vulnerable endonuclease target destabilizing arcAB mRNAs in the 5'-to-3' direction in P. aeruginosa. The native arc promoter was modified for optional expression in the -10 sequence and in the -40 region, which is a binding site for the anaerobic regulator ANR. In P. aeruginosa grown either anaerobically or with oxygen limitation in unshaken cultures, this promoter was stronger than the induced tac promoter. The P. aeruginosa lipAH genes, which encode extracellular lipase and lipase foldase, respectively, were fused directly to the modified arc promoter in an IncQ vector plasmid. Semianaerobic static cultures of P. aeruginosa PAO1 carrying this recombinant plasmid overproduced extracellular lipase 30-fold during stationary phase compared with the production by strain PAO1 without the plasmid. Severe oxygen limitation, in contrast, resulted in poor lipase productivity despite effective induction of the ANR-dependent promoter, suggesting that secretion of active lipase is blocked by the absence of oxygen. In conclusion, the modified arc promoter is useful for driving the expression of cloned genes in P. aeruginosa during oxygen-limited growth and stationary phase.

Testing for multicointegration in panel data with common factors

The paper addresses the concept of multicointegration in panel data frame- work. The proposal builds upon the panel data cointegration procedures developed in Pedroni (2004), for which we compute the moments of the parametric statistics. When individuals are either cross-section independent or cross-section dependence can be re- moved by cross-section demeaning, our approach can be applied to the wider framework of mixed I(2) and I(1) stochastic processes analysis. The paper also deals with the issue of cross-section dependence using approximate common factor models. Finite sample performance is investigated through Monte Carlo simulations. Finally, we illustrate the use of the procedure investigating inventories, sales and production relationship for a panel of US industries.

BIO-INSPIRED COMPUTATIONAL TECHNIQUES APPLIED TO THE CLUSTERING AND VISUALIZATION OF SPATIO-TEMPORAL GEOSPATIAL DATA

The coverage and volume of geo-referenced datasets are extensive and incessantly¦growing. The systematic capture of geo-referenced information generates large volumes¦of spatio-temporal data to be analyzed. Clustering and visualization play a key¦role in the exploratory data analysis and the extraction of knowledge embedded in¦these data. However, new challenges in visualization and clustering are posed when¦dealing with the special characteristics of this data. For instance, its complex structures,¦large quantity of samples, variables involved in a temporal context, high dimensionality¦and large variability in cluster shapes.¦The central aim of my thesis is to propose new algorithms and methodologies for¦clustering and visualization, in order to assist the knowledge extraction from spatiotemporal¦geo-referenced data, thus improving making decision processes.¦I present two original algorithms, one for clustering: the Fuzzy Growing Hierarchical¦Self-Organizing Networks (FGHSON), and the second for exploratory visual data analysis:¦the Tree-structured Self-organizing Maps Component Planes. In addition, I present¦methodologies that combined with FGHSON and the Tree-structured SOM Component¦Planes allow the integration of space and time seamlessly and simultaneously in¦order to extract knowledge embedded in a temporal context.¦The originality of the FGHSON lies in its capability to reflect the underlying structure¦of a dataset in a hierarchical fuzzy way. A hierarchical fuzzy representation of¦clusters is crucial when data include complex structures with large variability of cluster¦shapes, variances, densities and number of clusters. The most important characteristics¦of the FGHSON include: (1) It does not require an a-priori setup of the number¦of clusters. (2) The algorithm executes several self-organizing processes in parallel.¦Hence, when dealing with large datasets the processes can be distributed reducing the¦computational cost. (3) Only three parameters are necessary to set up the algorithm.¦In the case of the Tree-structured SOM Component Planes, the novelty of this algorithm¦lies in its ability to create a structure that allows the visual exploratory data analysis¦of large high-dimensional datasets. This algorithm creates a hierarchical structure¦of Self-Organizing Map Component Planes, arranging similar variables' projections in¦the same branches of the tree. Hence, similarities on variables' behavior can be easily¦detected (e.g. local correlations, maximal and minimal values and outliers).¦Both FGHSON and the Tree-structured SOM Component Planes were applied in¦several agroecological problems proving to be very efficient in the exploratory analysis¦and clustering of spatio-temporal datasets.¦In this thesis I also tested three soft competitive learning algorithms. Two of them¦well-known non supervised soft competitive algorithms, namely the Self-Organizing¦Maps (SOMs) and the Growing Hierarchical Self-Organizing Maps (GHSOMs); and the¦third was our original contribution, the FGHSON. Although the algorithms presented¦here have been used in several areas, to my knowledge there is not any work applying¦and comparing the performance of those techniques when dealing with spatiotemporal¦geospatial data, as it is presented in this thesis.¦I propose original methodologies to explore spatio-temporal geo-referenced datasets¦through time. Our approach uses time windows to capture temporal similarities and¦variations by using the FGHSON clustering algorithm. The developed methodologies¦are used in two case studies. In the first, the objective was to find similar agroecozones¦through time and in the second one it was to find similar environmental patterns¦shifted in time.¦Several results presented in this thesis have led to new contributions to agroecological¦knowledge, for instance, in sugar cane, and blackberry production.¦Finally, in the framework of this thesis we developed several software tools: (1)¦a Matlab toolbox that implements the FGHSON algorithm, and (2) a program called¦BIS (Bio-inspired Identification of Similar agroecozones) an interactive graphical user¦interface tool which integrates the FGHSON algorithm with Google Earth in order to¦show zones with similar agroecological characteristics.

Algunes reflexions sobre la construcció d'indicadors indirectes pel seguiment de l'activitat industrial regional

En un gran nombre d'economies, l'evolució de la producció industrial s'analitza a partir de la informació sobre el Producte Industrial Brut i/o el Valor Afegit Brut que proporcionen les Comptabilitats Nacionals. A Espanya, la utilització d'aquestes dades presenta el problema que no estan disponibles tan ràpidament com seria desitjable. En conseqüència, no és possible realitzar un seguiment a curt termini de l'activitat industrial a partir dels mateixos. Per a solucionar aquest problema, l'Institut Nacional d'Estadística elabora un Índex de Producció Industrial mensual a partir de la informació obtinguda a través d'una enquesta dirigida a una mostra representativa de les empreses espanyoles. No obstant això, a nivell regional, les dificultats per a realitzar un seguiment de l'activitat industrial són majors a causa de l'escassesa d'informació estadística. Durant els últims anys, diferents institucions públiques i privades han començat a elaborar indicadors d'activitat per a algunes regions espanyoles, encara que a partir de metodologies no homogènies, de manera que aquests índexs no són directament comparables. Per a corregir aquesta situació, en diferents fòrums s'ha proposat emprar la metodologia utilitzada per l'Institut d'Estadística de Catalunya (IEC) per a la comunitat catalana com alternativa per a aquelles comunitats espanyoles que no disposen d'un indicador de l'activitat industrial, atès que per a Catalunya resulta una metodologia adequada. En aquest treball s'estudia la idoneïtat d'estendre aquesta metodologia a la resta de regions espanyoles. Per a això, es construeixen uns indicadors d'acord amb la metodologia del IEC i es comparen amb els índexs regionals obtinguts per mètodes directes per a tres de les quatre regions que existeixen: Andalusia, Astúries i Euskadi