Dissertations / Theses on the topic 'Spatial distribution'
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Goldschmidt, Caroline Rachel. "The spatial distribution of quasars." Thesis, University of Edinburgh, 1993. http://hdl.handle.net/1842/28120.
Full textSouth, Andrew Brian. "Modelling the spatial distribution of mammals." Thesis, University of Newcastle Upon Tyne, 1999. http://hdl.handle.net/10443/175.
Full textAlqarni, M. S. "Spatial temporal distribution of helical gyrotactic swimmers." Thesis, University of Liverpool, 2018. http://livrepository.liverpool.ac.uk/3024800/.
Full textTreece, James Paul Wang Foulkes Matthew Walton. "Payday lending spatial distribution and neigborhood demographics /." Diss., Columbia, Mo. : University of Missouri-Columbia, 2009. http://hdl.handle.net/10355/6714.
Full textGodin, Antoine. "Deciphering synaptic receptor distributions, clustering and stoichiometry using spatial intensity distribution analysis (SpIDA)." Thesis, McGill University, 2011. http://digitool.Library.McGill.CA:80/R/?func=dbin-jump-full&object_id=96774.
Full textMeasuring protein interactions in subcellular compartments is key to understanding cell signalling mechanisms, but quantitative analysis of these interactions in situ has remained a major challenge. This thesis presents a novel analysis technique, spatial intensity distribution analysis (SpIDA), which may be applied to images obtained using fluorescence microscopy. SpIDA measures fluorescent particle densities and oligomerization states within individual images. The method is based on fitting intensity histograms from single images with super-Poissonian distributions to obtain density maps of fluorescent molecules and their quantal brightness. Since distributions are acquired spatially rather than temporally, this analysis may be applied to both live and chemically fixed cells and tissue. The technique does not rely on spatial correlations, freeing it from biases due to subcellular compartmentalization and heterogeneity within tissue samples. First, we validated the analysis technique evaluating its limits and demonstrating how it can be used to obtain useful information from complex biological samples. Analysis of simulations and heterodimeric GABAB receptors in spinal cord samples shows that the approach yields accurate estimates over a broad range of densities. SpIDA is applicable to sampling within subcell areas and reveals the presence of monomers and multimers with single dye labeling. We show that the substance P receptor (NK-1r) almost exclusively forms homodimers on the membrane and is primarily monomeric in the cytoplasm of dorsal horn neurons. Triggering receptor internalization caused a measurable decrease in homodimer density on the membrane surface. Finally, using GFP-tagged receptor subunits, we show that SpIDA can resolve dynamic changes in receptor oligomerization in live cells and is applicable to detection of high order oligomerization states. We then compared SpIDA results with those obtained from fluorescence lifetime imaging, and used it to extract information on receptor tyrosine kinase (RTK) dimerization at the cell membrane in response to GPCR activation. We show that RTK dimerization can be used as an index of activation or transactivation and then characterize the level of transactivation of many RTK-GPCR pairs, with cell cultures and primary neuron cultures with endogenous levels of RTKs and GPCRs. Dose-response curves were obtained from which pharmalogical parameters can be compared for each GPCR studied. Our data demonstrates that by allowing for time and space quantification of heterogenous oligomeric states, SpIDA enables systematic quantitative mechanistic studies not only of RTK transactivation at the cell membrane, but also of other cell signaling processes involving changes in protein oligomerization, trafficking and activity in different subcellular localizations. Finally, we studied the changes in number of synaptic sites in the neurons of the dorsal horn of the spinal cord of rats after a peripheral nerve injury (PNI), which consists of our model for chronic pain. We show that, after the PNI, there is a general decrease in synaptic sites together with a scaling or increasing of some of the GABAA receptor subunits. This scaling of the GABAA receptors at the postsynaptic sites was replicated by incubating the histological sections in a brain derivative nerve factor. Furthermore, we use SpIDA to obtain stoichiometry information for the GABAA receptor subunits directly at the postsynaptic sites. In short, we observe a switch from receptors containing two alpha1 to receptors containing two alpha2 and alpha3. This general change in subunits will have a direct effect on the cell as it will have different effects on the cell membrane conductance in response to GABA. As demonstrated, the advantages and greater versatility of SpIDA over current techniques opens the door to a new level of quantification for studies of protein interactions in native tissue using standard fluorescence microscopy.
Ko, Henry Chung Hung Graduate School of Biomedical Engineering Faculty of Engineering UNSW. "Influence of scaffold geometries on spatial cell distribution." Publisher:University of New South Wales. Graduate School of Biomedical Engineering, 2009. http://handle.unsw.edu.au/1959.4/43342.
Full textClubb, Bryan H. "Spatial and temporal distribution of perinuclear actin shells." Thesis, National Library of Canada = Bibliothèque nationale du Canada, 1998. http://www.collectionscanada.ca/obj/s4/f2/dsk3/ftp04/nq31094.pdf.
Full textGodber, J. F. "Spatial distribution of calcium release sites in muscle." Thesis, University of Oxford, 1986. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.371540.
Full textDean, Hudson A. "Zooplankton spatial and seasonal distribution in Brooklands Lagoon." Thesis, University of Canterbury. Zoology, 1988. http://hdl.handle.net/10092/7069.
Full textKwan, Chui-lan Rachel, and 關翠蘭. "Planning for the elderly: a spatial distribution perspective." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 1997. http://hub.hku.hk/bib/B31259418.
Full textLo, Ming-yan, and 老明恩. "Relationship between geology and spatial distribution of landslides." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2010. http://hub.hku.hk/bib/B45161446.
Full textPan, Jun. "The spatial distribution of galaxies : a fractal approach." Thesis, University of Nottingham, 2002. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.251794.
Full textPeterson, Irene. "Spatial and temporal distribution of adult aquatic insects." Thesis, Queen Mary, University of London, 2002. http://qmro.qmul.ac.uk/xmlui/handle/123456789/1546.
Full textPereira, Eduardo Campos. "Spatial distribution of radio base stations at Fortaleza." Universidade Federal do CearÃ, 2015. http://www.teses.ufc.br/tde_busca/arquivo.php?codArquivo=15691.
Full textThe growing demand for mobile telephony services and the advent of new technologies requires their continued expansion, in order to ensure safe, reliable and high quality to its users. As a direct consequence of this growth has been the need to increase the amount of Radio Base Stations (RBS) to be installed. This expansion may have visual impacts and damage to the health of the population in the surrounding areas of the base stations, seeking always the best practices for the deployment of base stations. This model is based on policies that allow for expansion of services of mobile networks and, at the same time reduce the visual impact of these facilities as well as damage to the health of the surrounding area of the population, in a complementary manner to the applicable legislation. This concern is motivated by the loss of quality of service presented by the mobile operators, due especially to the poor distribution of antenna signal distributors. The objective of this work is to make a diagnosis of the spatial distribution of Radio Base Stations in the city of Fortaleza, focusing on its normative aspects and the current management system and supervision of those cell sites. The technical and regulatory aspects of installations of base stations used in mobile telephony will be searched, focusing the case study in Fortaleza, in addition to identifying the public agencies responsible for managing the inspection of cell sites in this municipality, and establish their respective responsibilities. For this, the methodology used in the study is based on qualitative exploratory research, using the deductive method of approach, performing literature, through the consultation of books, periodicals, theses, dissertations and legislation available on mobile telephony in Brazil and world, its normative aspects and criteria for installation of base stations. Also we used a field survey, through structured interviews managers of public agencies responsible for the management and supervision of RBS. The study showed that Fortaleza has 843 base stations registered by ANATEL (2014), with 6.8 million active mobile lines. Research by the SEUMA showed, among other aspects, despite the demands of municipal law in 8914, supervising or is done randomly, or from accusations of \\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\"disagreement\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\" made by the people and that the body responsible not talk to one itself.
A crescente demanda pelos serviÃos mÃveis de telefonia e o advento de novas tecnologias exige sua contÃnua expansÃo, de modo a garantir serviÃos seguros, confiÃveis e de elevada qualidade aos seus usuÃrios. Como consequÃncia direta dessa expansÃo tem-se a necessidade do aumento na quantidade de EstaÃÃes RÃdio Base (ERB) a serem instaladas. Essa expansÃo pode apresentar impactos visuais e danos à saÃde da populaÃÃo nas Ãreas de entorno das ERBs, buscando-se sempre as melhores prÃticas para a implantaÃÃo das ERBs. Esse modelo baseia-se em diretrizes que permitem a expansÃo das redes dos serviÃos mÃveis e, ao mesmo tempo, reduzem os impactos visuais dessas instalaÃÃes assim como danos à saÃde da populaÃÃo da Ãrea de entorno, de modo complementar Ãs legislaÃÃes aplicÃveis. Tal preocupaÃÃo à motivada pela perda de qualidade do serviÃo apresentado pelas operadoras de telefonia mÃvel, devido, especialmente, à mà distribuiÃÃo das antenas distribuidoras de sinal. Assim, o objetivo deste trabalho à fazer um diagnÃstico da distribuiÃÃo espacial das EstaÃÃes de RÃdio Base no municÃpio de Fortaleza, enfocando seus aspectos normativos e o atual sistema de gerenciamento e fiscalizaÃÃo dessas ERBs. SerÃo pesquisados os aspectos tÃcnicos e normativos das instalaÃÃes das ERBs utilizadas na telefonia mÃvel, focando o estudo de caso no municÃpio de Fortaleza, alÃm de identificar os ÃrgÃos pÃblicos responsÃveis pelo gerenciamento da fiscalizaÃÃo das ERBs neste municÃpio e estabelecer as suas respectivas competÃncias. Para isso, a metodologia utilizada no trabalho à baseada na pesquisa exploratÃria qualitativa e quantitativa, fazendo uso do mÃtodo dedutivo de abordagem, realizando pesquisa bibliogrÃfica, atravÃs da consulta de livros, periÃdicos, teses, dissertaÃÃes e da legislaÃÃo disponÃvel sobre a telefonia mÃvel no Brasil e no mundo, seus aspectos normativos e critÃrios para instalaÃÃo das ERBs. TambÃm serà feita pesquisa de campo, atravÃs de entrevista estruturada aos gestores dos ÃrgÃos pÃblicos responsÃveis pelo gerenciamento e fiscalizaÃÃo das ERBs. O estudo mostrou que Fortaleza possui 843 ERBs cadastradas pela ANATEL (2014), com 6,8 milhÃes de linhas ativas de celulares. A investigaÃÃo junto à SEUMA mostrou, dentre outros aspectos que, apesar das exigÃncias da lei municipal no 8.914, a fiscalizaÃÃo ou à feita de forma aleatÃria, ou a partir de denÃncias de âdesconformidadeâ feitas pela populaÃÃo e que os ÃrgÃos responsÃveis nÃo dialogam entre si.
Mumford, Richard N. "Understanding sorting algorithms using music and spatial distribution." Thesis, Loughborough University, 2002. https://dspace.lboro.ac.uk/2134/33626.
Full textKwan, Chui-lan Rachel. "Planning for the elderly : a spatial distribution perspective /." Hong Kong : University of Hong Kong, 1997. http://sunzi.lib.hku.hk/hkuto/record.jsp?B19130922.
Full textFisher, Jackson K. "Spatial distribution of surface soil moisture under a cornfield." College Park, Md. : University of Maryland, 2004. http://hdl.handle.net/1903/2113.
Full textThesis research directed by: Agricultural and Resource Economics. Title from t.p. of PDF. Includes bibliographical references. Published by UMI Dissertation Services, Ann Arbor, Mich. Also available in paper.
Haag, Christian. "Temporal and spatial wind field distribution in Delaware Bay." Access to citation, abstract and download form provided by ProQuest Information and Learning Company; downloadable PDF file 9.11 Mb., 62 p, 2006. http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&res_dat=xri:pqdiss&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&rft_dat=xri:pqdiss:1430767.
Full textPrincipal faculty advisors: Kenneth E. Barner, Dept. of Electrical and Computer Engineering; and Mohsen Badiey, Dept. of Marine and Earth Studies. Includes bibliographical references.
Brunner, Claudia. "Origin and Spatial Distribution of Forces in Motile Cells." Doctoral thesis, Universitätsbibliothek Leipzig, 2011. http://nbn-resolving.de/urn:nbn:de:bsz:15-qucosa-68063.
Full textRind, Esther Christiane. "Investigating the spatial distribution of campylobacteriosis in New Zealand." Thesis, University of Canterbury. Geography, 2007. http://hdl.handle.net/10092/1464.
Full textMahony, Susan Helen. "The spatial and temporal distribution of volcanoes in Japan." Thesis, University of Bristol, 2009. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.505756.
Full textYin, Lei. "Composites Microstructures with Tailored Phase Contiguity and Spatial Distribution." Thesis, University of Bristol, 2009. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.503883.
Full textLiu, Yilin. "Bayesian modelling of the spatial distribution of road accidents." Thesis, Middlesex University, 2008. http://eprints.mdx.ac.uk/13419/.
Full textHunja, Carol Wangui. "Feasibility study exploring the spatial distribution of Plasmodium falciparum." Thesis, University of Edinburgh, 2013. http://hdl.handle.net/1842/9375.
Full textRomer, Anita Katherine. "The spatial distribution of X-ray clusters of galaxies." Thesis, University of Edinburgh, 1995. http://hdl.handle.net/1842/30699.
Full textRoca, Miguel. "Social segregation: spatial distribution and construction in Metropolitan Lima." Pontificia Universidad Católica del Perú. Centro de Investigación en Geografía Aplicada, 2013. http://repositorio.pucp.edu.pe/index/handle/123456789/119455.
Full textLa segregación espacial es una característica de las metrópolis asociada en el caso de Lima conel nivel de ingresos y factores sociales. En este caso el estudio de la segregación socioespacial desde una visión geográfica resulta ventajoso y oportuno. Debido a que la geografía posee una potencialidad no descubierta de articular las bases para una inclusión social y humana a partir del conocimiento y aprehensión del espacio, en un mundo marcado y «segregado» por incontrastables diferencias geográficas y sociales. A su vez se plantea romper con viejos paradigmas en la investigación urbana latinoamericana, la cual se basa en la aceptación de verdades aceptadas «concertadamente» sin una apropiada experimentación científica.
Choudhary, Mohammad Sabir. "Determination of spatial distribution of radionuclides in absorbing media." Thesis, University of Surrey, 1987. http://epubs.surrey.ac.uk/843768/.
Full textHoang, Quoc Cuong. "Epidemiology and spatial-temporal distribution of dengue in Vietnam." Thesis, Open University, 2016. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.700135.
Full textKatzouraki, Antonia. "Communication Networks : Dynamic Traffic Distribution and Spatial Diffusion Disruptions." Thesis, Imperial College London, 2008. http://hdl.handle.net/10044/1/4374.
Full textKentwell, D. J. "Fractal relationships and spatial distribution of ore body modelling." Thesis, Edith Cowan University, Research Online, Perth, Western Australia, 1997. https://ro.ecu.edu.au/theses/882.
Full textGibbs, David A. "Distance-dependent survival and distribution of juvenile corals: Janzen-Connell effects do not operate on two brooding Indo-Pacific corals." Thesis, Georgia Institute of Technology, 2014. http://hdl.handle.net/1853/52231.
Full textWood, Gillian Ann. "Field arrangements in the West Riding of Yorkshire in the High Middle Ages." Thesis, University of Leeds, 2003. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.275806.
Full textRiding, Alison E. "Spatial patterns in woodland plants and soils." Thesis, University of East Anglia, 1995. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.296309.
Full textBeaulne, Jean-Sébastien. "Analyse spatiale et multi-échelle de la distribution des bactéries dans le sol et les sédiments." Thesis, Ecully, Ecole centrale de Lyon, 2015. http://www.theses.fr/2015ECDL0037/document.
Full textThe bacteria have colonized all the niches of the planet. Specifically, soils are home of the largest terrestrial biodiversity, microbial fauna. This great diversity of bacteria and their relative ubiquity make it difficult to idendified variables driving the spatial distribution of bacteria living in the soil. As soil bacteria play a significant role in the main global biogeochemical cycles, it is important to better understand the variables that can influence bacterial composition of soils. In this thesis, we hypothesize that heterogeneity of the bacterial community composition appears at the same scale level as the heterogeneity of soil physicochemical properties. In order to understand the relationship of bacterial composition of soils (from core experiment to field study in large region in the northern France) and soil factors at different spatial scales, we will use an approach coupling GIS tools, soil physico-chemical analysis and 16S rRNA gene NGS. With Three set of experiment we will answer three questions: Can a uniform environmental pressure at a larger scale (cm) overcome microbial micro-scale heterogeneity? Are geographical gradients strong drivers of the microbial community structure at the scale of the gradient? Do large-scale geographical features that integrate groups of parameters model the differences in microbial community structure for an entire region?
Andrews, Lauren. "Spatial Mismatch for Low-Wage Workers in post-Katrina New Orleans." ScholarWorks@UNO, 2011. http://scholarworks.uno.edu/td/1292.
Full textTrapanese, Cinzia. "Spatial foraging in primates : strategies and mechanisms of decision-making What, where and when: spatial foraging decisions in primates Species-specific socio-ecology shapes spatial foraging strategies in primates Where or what? Primates in “miniature nature”: frugivory triggers spatial cognition to forage efficiently." Thesis, Sorbonne Paris Cité, 2018. http://www.theses.fr/2018USPCB119.
Full textForaging can be a challenging activity, especially for animals like primates living in seasonal environments characterised by not fairly predictable food availability. Since fruit is an ephemeral resource, a frugivorous diet is associated to brain size and high cognitive abilities. This comparative study aims to investigate the spatial foraging strategies of three primate species (Macaca tonkeana=5 individuals, M. fascicularis=3 and Sapajus sp.=6) having different degree of frugivory and living in semi-free ranging conditions at the Primate Centre of Strasbourg University. The experimental protocol aims to assess the relative weight of Where (food location, Spatial Foraging Task), Where vs. What (food distribution, Clumped vs. Scattered Tasks and quality, Clumped vs. Quality Task) and When (food temporal availability) variables on the individual foraging decisions. Forty-two boxes were fixed on trees in the outdoor area and were lockable via a remote-control system to individually test subjects in their social group. Each week, a subset of boxes was filled with one/two appealing fruit types; a seasonal pace of one month was repeated for four months to mimic the seasonality of wild fruit. We recorded subjects' trajectories, the order of visited boxes and the presence of other individuals. In the Spatial Foraging Task, considering the trials in which subjects visited all six baited boxes (Tonkeans Ntrials=35, long-tailed macaques Ntrials=31, capuchins Ntrials=11), we compared the observed routes to simulated routes under three strategies: optimal route, nearest neighbour rule, random route. None of the species choose random routes, suggesting that they relied on spatial memory to visit food sites. Capuchins optimized more their travels than long-tailed macaques, which followed mainly a nearest neighbour strategy, while Tonkeans used both strategies at similar frequency. All study species used a global (optimal path) or local strategy (nearest-neighbour rule) to forage efficiently. In the Clumped vs. Scattered Tasks, we tested how the food distribution influences primate spatial foraging. In the Clumped vs. Scattered Task 1, 12 boxes were baited with the same fruit type, six boxes in a circular clumped distribution and other six in a scattered circle. The Task 2 provided a similarly preferred fruit in the same two circular configurations but with opposite reciprocal spatial positions in terms of the side of the outdoor area. All study species (Nvisited boxes=2477) visited at first significantly more the clumped distribution. In the Clumped vs. Quality Task, we assessed the relative impact of food preference versus food distribution: boxes had the similar spatial configuration of the Clumped vs. Scattered Task 1 but the scattered distribution was filled with the most favourite fruit and the clumped one with the least preferred fruit. All species (Nvisited boxes=2546) showed again a preference for visiting first the boxes of the clumped distribution, but the most frugivorous species, Tonkeans, showed a less strong preference compared to the least frugivorous, the capuchins. The higher was the frugivory degree of the species, the higher were the goal-directed travels. Lastly, to investigate if primates developed a temporal knowledge of fruit availability, we investigated if they correctly remembered food spatio-temporal availability: primates visited each month between 79%-98% of baited boxes/tot boxes visited, even if this positive result could be explained by alternative hypothesis (e.g. ability in detecting the available boxes). All primate species maximised foraging efficiency, avoiding random walks. However, frugivorous species took food preference into account in their decisions and showed significantly more goal-directed movement. This study underlines how species feeding ecology may affect the evolution of their abstract mental abilities and more in general, their behaviour
Asadoorian, Malcolm O. "Simulating the Spatial Distribution of Population and Emissions to 2100." MIT Joint Program on the Science and Policy of Global Change, 2005. http://hdl.handle.net/1721.1/18092.
Full textAbstract in HTML and technical report in PDF available on the Massachusetts Institute of Technology Joint Program on the Science and Policy of Global Change website (http://mit.edu/globalchange/www/).
Tadd, Erica Heitman. "Spatial distribution of cobalt nanoclusters in a block copolymer matrix." Thesis, Georgia Institute of Technology, 2001. http://hdl.handle.net/1853/19453.
Full textMitic, Constance M. (Constance Maria). "Spatial distribution and co-occurrence of surface-atmosphere exchange processes." Thesis, McGill University, 1993. http://digitool.Library.McGill.CA:80/R/?func=dbin-jump-full&object_id=68223.
Full textFlux maps showed the expected correspondence between greenness, evapo(trans)ration (ET) and CO$ sb2$ exchange. Discrepancies between ozone flux maps and maps of greenness, ET or CO$ sb2$ were more pronounced than would be consistent with the hypothesis of stomatal control of ozone uptake. More insight into control mechanisms on ozone exchange is gained by an examination of the spatial coincidence between transporting structures for the various scalars (heat, moisture, CO$ sb2$ and ozone), through the Jaccard coefficient of co-location (J), which showed a lower value ($ rm0.3
Staton, Gareth John. "Statistical analysis of the three-dimensional spatial distribution of galaxies." Thesis, University of Oxford, 1997. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.244601.
Full textSutton, D. J. "Diversity and spatial distribution of carabid beetles in Bernwood forest." Thesis, Oxford Brookes University, 1988. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.379683.
Full textMoss, Jennifer Leigh. "The spatial and temporal distribution of pipe and pockmark formation." Thesis, Cardiff University, 2010. http://orca.cf.ac.uk/54111/.
Full textBradter, Ute. "The distribution of upland breeding waders at multiple spatial scales." Thesis, University of Leeds, 2010. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.550525.
Full textThrän, Daniela, Katja Bunzel, Ulrike Seyfert, Vanessa Zeller, Marcel Buchhorn, Klaus Müller, Bettina Matzdorf, et al. "Final Report Global and Regional Spatial Distribution of Biomass Potentials." Saechsische Landesbibliothek- Staats- und Universitaetsbibliothek Dresden, 2015. http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-137748.
Full textCosgrove, Jason. "The spatial distribution and dynamics of CXCL13 in lymphoid tissues." Thesis, University of York, 2017. http://etheses.whiterose.ac.uk/19258/.
Full textJiang, Xinyu. "A Methodology for Assessment of Spatial Distribution of Flood Risk." 京都大学 (Kyoto University), 2014. http://hdl.handle.net/2433/192220.
Full textMartins, Sarah Cristina Araújo [UNESP]. "The aCDOM spatial and temporal distribution analysis in Funil reservoir." Universidade Estadual Paulista (UNESP), 2017. http://hdl.handle.net/11449/151454.
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Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
A matéria orgânica dissolvida (DOM) é a componente da água que pode ser usada como indicativo de sua qualidade, pois possui duas fontes: uma alóctone, relacionada com descargas de material terrestre, estando vinculada aos ácidos húmicos, e outra autóctone, associada às descargas fluviais ou produção própria do corpo hídrico estudado, estando relacionada aos ácidos fúlvicos. A matéria orgânica dissolvida colorida (CDOM) é a fração colorida da DOM, que pode ser usada como proxy para a observação desta última em águas interiores. O reservatório hidrelétrico de Funil (FHR) foi o corpo hídrico escolhido como área de estudo deste trabalho. Neste contexto, o objetivo geral desta pesquisa foi identificar e avaliar as mudanças no coeficiente de absorção da CDOM (aCDOM) na superfície da água ao longo do tempo (1995 – 2010), bem como entender a sua relação com mudanças no uso e cobertura da terra (LULC) na bacia de contribuição do FHR. Para alcançar tal objetivo foram realizados: (i) o mapeamento histórico de LULC (1995 – 2010, com 5 anos de intervalo) para detecção de mudanças; (ii) o estudo de um conjunto de modelos bio-ópticos baseados na literatura, bem como de um novo modelo empírico desenvolvido para estimar aCDOM via reflectância simulada (Rrs_simulated) para o sensor Thematic Mapper (TM); (iii) a distribuição espaço-temporal do aCDOM por meio da aplicação de um modelo bio-óptico em imagens TM/Landsat-5 de 1995 a 2010, e (iv) a análise das fontes possíveis de CDOM/DOM , assim como do comportamento/distribuição do aCDOM no FHR ao longo do tempo. Assim, o primeiro estudo desenvolvido nesta pesquisa foi o da parametrização do algoritmo maquinas de vetores de suporte (SVM) de acordo com as características da área de estudo para classificação supervisionada de LULC na bacia de contribuição do FHR. A detecção de mudança da classificação obtida para LULC demonstrou que a parametrização proposta para o SVM tornou o algoritmo capaz de diferenciar classes grandes e contínuas, classes estreitas e alongadas, além de áreas não contínuas e pequenas localizadas dentro de outra classe maior. A classificação obtida para o SVM apresentou boa avaliação estatística, com acurácia geral entre 86% e 96% para toda a série temporal, acurácia do produtor de 90%, acurácia do usuário maior do que 86% e índice Kappa entre 86% e 91%. Ainda, foi observado que o LULC desenvolvido na área de estudo se manteve relativamente estável ao longo da série histórica analisada. O segundo estudo realizado proporcionou o desenvolvimento de um modelo empírico em um comprimento de onda (485 nm) e uma razão de bandas (B4/B1) alternativos para estimativa de aCDOM via Rra_simulated para o TM/Landsat-5 (RMSE = 7%, Nash = 0.91). Este modelo também pôde identificar mesmo pequenas variações nos valores de reflectância via dados orbitais, assim como pode diferenciar variações sutis no aCDOM. Ainda, foram identificados dois padrões de comportamento da CDOM para o FHR: um associado ao LULC e à ocorrência de chuva/lixiviação, bem como outro relacionado à Clorofila-a (Chl-a) em situações de floração de algas. Os referidos estudos que compõe esta pesquisa foram padronizados como artigos científicos para a confecção deste documento. O primeiro estudo, sobre a parametrização do SVM, foi publicado na revista Modelling Earth Systems Environment – Springer (DOI 10.1007/s40808-016-0190-y). O segundo estudo, sobre a distribuição histórica do aCDOM está na etapa de revisão para futura submissão.
The dissolved organic matter (DOM) is a water compound related to water quality, since it has two sources: one allochthonous, related to terrestrial discharges that can be linked to humic acids, and another autochthonous, associated with river input and itself production, so related to or fulvic acids. The colored dissolved organic carbon (CDOM) is the colored fraction of DOM that could be used as a proxy for its occurrence in inland waters. The Funil hydroelectric reservoir (FHR) was chosen as the study site for this work. In this context, the general aim of this research was to identify and to evaluate the changes in CDOM absorption coefficient (aCDOM) at the water surface over time (1995 – 2010), and to understand its relationship with land cover land use (LULC) changes in FHR watershed. For match this goal, (i) a LULC historical mapping (1995 – 2010, with 5 years of interval) was made to change detection, (ii) a bio-optical model set and a new model were studied in order to estimate aCDOM from simulated reflectance (Rrs_simulated) for Thematic Mapper (TM) sensor, (iii) a aCDOM spatial and temporal distribution was obtained by applying a bio-optical model in TM/Landsat-5 imagery from 1995 to 2010, and (iv) the possible CDOM/DOM sources in FHR were found, as well aCDOM historical behavior/distribution over time was analysed. Thus, the first study was the support vector machine algorithm (SVM) parameterization according to study area characteristics to LULC supervised classification in FHR watershed. The obtained LULC change detection analysis demonstrates that the proposed SVM parameterization made the algorithm able to differentiate large and continuous classes, lengthy and thin areas, and non-continuous small areas located inside wide classes. The obtained classification had great statistics with overall accuracy among 86% and 98% over the time series, the producer accuracy of 90%, the user accuracy higher than 86%, and the Kappa statistics ranged from 86% to 91%. In addition, no significant changes in LULC were identified in the study site over all time series. The second study provides a bio-optical model at alternatives wavelength (485 nm) and a band ratio (B4/B1) for aCDOM estimation using simulated Rrs for TM/Landsat-5 (RMSE = 7%, Nash = 0.91). This model could identify even small variations in reflectance values from orbital data, as well as differentiate even slight alterations in aCDOM. Two significantly different aCDOM behaviors were also identified for FHR: one associated with LULC and rainfall/runoff occurrence, and other correlated to Chlorophyll-a high concentrations (Chl-a) in algal blooms situations. The referred studies that compose this research ware standardized as academic articles in this document. The first study, about SVM parameterization, was published yet in Modeling Earth Systems Environment – Springer (DOI 10.1007/s40808-016-0190-y). The second study, about aCDOM historical distribution is in the revision step to future submission.
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Full textMaster of Science