828 resultados para Linear regression analysis


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O estilo parental tem influência no desenvolvimento humano e pode ser definido como um padrão de comportamentos identificáveis nos pais quando se relacionam com seus filhos. A literatura tem utilizado alguns parâmetros para compreender os estilos parentais. Um deles se caracteriza pelo binômio: limites-afeto ou responsividade e exigência, delimitando três estilos parentais: Autoritário, Permissivo e Autoritativo. O estilo autoritário caracteriza-se por pais que dão muitos limites e pouco afeto. Estes pais procuram manter a ordem e o controle da família, devendo a obediência ser alcançada ainda que sob padrões punitivos. O estilo permissivo caracteriza-se por pais que dão pouco limite e muito afeto. Nesse caso, há uma crença naturalista segundo a qual a criança deve expressar livremente suas necessidades e aprender por si só. Estes pais não se vêem como responsáveis por ensinar ou modificar comportamentos infantis. O estilo autoritativo caracteriza-se por pais que dão muito limite e muito afeto. O cuidador apresenta condutas intermediárias entre as permissivas e autoritárias, estimulando verbalizações emocionais, permitindo que os filhos participem das decisões, estimulando argumentações, autonomia e disciplina. A empatia é considerada uma habilidade essencial para a manutenção dos laços sociais, que propicia a percepção da necessidade do outro e ao mesmo tempo favorece a sensação de ser compreendido. A assertividade é a habilidade de expressar e defender sua opinião com firmeza e segurança, sem, contudo desrespeitar o outro. Esta pesquisa tem como hipótese a idéia de que pais autoritativos seriam mais empáticos e assertivos do que pais autoritários. O objetivo deste estudo foi correlacionar os Estilos Parentais s Habilidades Sociais: Assertividade e Empatia. Participaram da pesquisa 64 pais, 21 homens e 43 mulheres. Os instrumentos utilizados foram: o Inventário de Habilidades Sociais (IHS-Del Prette), ao Inventario de Empatia (IE FALCONE) e ao Parental Autority Questionary (PAQ). A Análise dos dados foi feita através do SPSS. Foram efetuadas correlações r de Person entre os fatores do PAQ e os fatores do IHS e do IE. Os resultados apontaram para uma correlação positiva (r = 0,30 ; p < 0,05) entre o fator Enfrentamento e Auto-afirmação do IHS e o estilo Autoritativo. Uma relação negativa (r = -0,24 ; p < 0,05) foi observada entre este mesmo fator e o estilo Autoritário. Em relação a empatia, os fatores Tomada de Perspectiva (r = 0,33 ; p < 0,01), Sensibilidade Afetiva (r = 0,25 ; p < 0,05) e Autruismo (r = 0,25 ; p < 0,05) correlacionaram-se positivamente ao estilos Autoritativo, Em relação ao fator Autoritário, foi verificada uma correlação negativa ( r = -0,24 ; p < 0,05) com o fator Altruísmo do IE. A partir deste resultado, foram realizadas três análises de regressão linear múltipla (stepwise) considerando cada um dos fatores do PAQ como variáveis dependentes dos fatores do IHS e do IE. Os Fatores Enfrentamento e Auto-afirmação do IHS e o fator Autruísmo do IE junto explicam 15% da variância do Fator autoritativo. Os resultados apresentados são discutidos a luz da psicologia do desenvolvimento, psicologia social e neuropsicologia.

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Neurodevelopmental disruptions caused by obstetric complications play a role in the etiology of several phenotypes associated with neuropsychiatric diseases and cognitive dysfunctions. Importantly, it has been noticed that epigenetic processes occurring early in life may mediate these associations. Here, DNA methylation signatures at IGF2 (insulin-like growth factor 2) and IGF2BP1-3 (IGF2-binding proteins 1-3) were examined in a sample consisting of 34 adult monozygotic (MZ) twins informative for obstetric complications and cognitive performance. Multivariate linear regression analysis of twin data was implemented to test for associations between methylation levels and both birth weight (BW) and adult working memory (WM) performance. Familial and unique environmental factors underlying these potential relationships were evaluated. A link was detected between DNA methylation levels of two CpG sites in the IGF2BP1 gene and both BW and adult WM performance. The BW-IGF2BP1 methylation association seemed due to non-shared environmental factors influencing BW, whereas the WM-IGF2BP1 methylation relationship seemed mediated by both genes and environment. Our data is in agreement with previous evidence indicating that DNA methylation status may be related to prenatal stress and later neurocognitive phenotypes. While former reports independently detected associations between DNA methylation and either BW or WM, current results suggest that these relationships are not confounded by each other.

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Dados recentes indicam uma relação inversa entre doença cardiovascular e consumo de flavonóides. O objetivo do estudo foi identificar parâmetros clínicos e vasculares de pacientes hipertensos tratados que apresentaram efeitos benéficos na função vascular após o consumo de chocolate amargo com 70% de cacau por sete dias. Vinte e um pacientes hipertensos em tratamento medicamentoso, ambos os sexos, com idades entre 40-65 anos, foram incluídos em um ensaio clínico intervencional com aferição de pressão arterial, dilatação mediada por fluxo braquial (DMF), tonometria arterial periférica (EndoPAT) e parâmetros hemodinâmicos centrais pelo SphygmoCor. Após sete dias de consumo de chocolate amargo (70% cacau) 75g/dia, as avaliações clínica e vascular foram repetidas. Os pacientes foram divididos em dois grupos de acordo com a resposta da DMF em respondedores (que apresentaram melhora na DMF, n= 12) e não-respondedores (que não apresentaram melhora, n = 9). O grupo respondedor apresentou menor média de idade (54 7 vs 61 6 anos, p = 0,037) e menor risco cardiovascular pelo escore de Framingham (2,5 1,8 vs 8,1 5,1%, p = 0,017). Além disso, os pacientes respondedores apresentaram valores mais baixos de pressão de pulso tanto periférica (55 9 vs 63 5 mmHg, p = 0,041), quanto central (44 10 vs 54 6, p = 0,021) quando comparado ao grupo não respondedor. A resposta da DMF apresentou correlação moderada e negativa com o escore de Framingham (r = -0,60, p = 0,014), com a DMF basal (r = 0,54, p = 0,011), com o índice de hiperemia reativa basal (IHR) obtido pelo EndoPAT (r = -0,56, p = 0,008) e com a pressão de pulso central (r = -0,43, p = 0,05). No entanto, após análise de regressão linear, apenas o escore de Framingham e o IHR basal foram associados com a resposta da DMF. Em conclusão, nesta amostra de pacientes hipertensos tratados, os indivíduos que apresentaram melhora da função endotelial com o consumo de chocolate amargo com 70% de cacau também mostraram redução da pressão arterial tanto sistólica como diastólica, eram mais jovens e tinham menor pressão de pulso e menor risco cardiovascular, apesar de uma disfunção endotelial basal

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Uma das tarefas mais desafiadoras do engenheiro na área da Geotecnia é a escolha dos valores de parâmetros geotécnicos obtidos de ensaios de campo ou laboratório e que serão utilizados nos modelos analíticos ou numéricos na fase de projeto de fundações. Diante das incertezas inerentes aos ensaios de SPT e da heterogeneidade de abordagens para a utilização dos valores de NSPT, é proposta neste estudo, a aplicação de um critério estatístico para obtenção de valores de NSPT, a partir da construção de intervalos de confiança de 95% de probabilidade em torno da reta ajustada de regressão linear simples entre a variável aleatória NSPT e a profundidade. Os valores obtidos de NSPT pelo critério aplicado foram utilizados na previsão da capacidade de carga de 19 estacas isoladas a partir da utilização de três métodos semi-empíricos: Aoki-Velloso (1975) com coeficientes alterados por Monteiro (1997), Décourt & Quaresma (1978) alterado pelo método de Décourt (1996) e Método de Alonso (1996). As cargas de ruptura dessas 19 estacas ensaiadas através de Provas de Carga Estática foram obtidas pelos métodos de extrapolação de Van Der Veen (1953) e Décourt (1996) e serviram para comparação e consequente validação do critério estatístico. Adicionalmente, com fulcro no item 6.2.1.2.1 da ABNT NBR 6122:2010 Resistência calculada por método semi-empírico, foram avaliados os fatores de segurança em relação às cargas de projeto, inclusive, também se utilizando da premissa de reconhecimento de regiões representativas, levando em conta o número de ensaios de SPT executados, fato que promove uma diminuição da incerteza dos parâmetros, apontando a um menor fator de segurança. A dissertação enfatiza as vantagens de um adequado tratamento estatístico dos parâmetros geotécnicos, a exemplo da recomendação já existente nas normas internacionais como Eurocódigo e outras. O critério construído permite e encoraja análises e decisões racionais no universo das partes interessadas consumidores, projetistas, fiscais de obras, contratantes e comunidade científica promovendo as discussões de forma mais objetiva e harmoniosa sobre o tema.

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A frequência cardíaca (FC) no repouso (FC Rep), no exercício máximo (FC Max) e após o exercício (FC Rec) traz importantes informações para a saúde, e parte dessas respostas é modulada pelo tônus vagal cardíaco (TVC), que também oferece proteção cardíaca. Para uma melhor compreensão dos aspectos prognósticos da FC e de suas interações com o TVC, foram realizados três estudos: dois retrospectivos e um ensaio clínico randomizado. O primeiro testou se o TVC, estimado utilizando o índice vagal cardíaco (IVC), contribui para a FC Max (% do previsto: 208-0,7 x idade (anos)) em 1000 indivíduos saudáveis (39 14 anos; 719 homens). Regressão linear identificou que TVC explica apenas 1% da variabilidade da FC Max (% do previsto), com erro padrão da estimativa alto (~ 6,3%), indicando potencial papel complementar clínico para essas duas variáveis relacionadas ao exercício. O segundo estudo verificou se a análise de mortalidade utilizando FC de reserva (FC Res) e FC Rec de forma combinada descriminaria melhor a mortalidade que a análise de um destes itens e forma isolada. Dados de FC Res e FC Rec de 1.476 indivíduos (41 a 79 anos, 937 homens) foram calculados e divididos em quintis, os quais somados forneceram categorias de 2 a 10, produzindo um gradiente da FC (FC Grad) e refletindo a magnitude dos transientes iniciais e finais do exercício máximo. Análises de sobrevida foram realizadas usando os quintis mais baixos (Q1) dos escores do Grad FC, FC Res e FC Rec. Em um seguimento médio de 7,3 anos, 44 participantes morreram (3,1%). Houve uma tendência inversa entre os escores do Grad FC e a taxa de mortalidade (p<0,05), que passou de 1,2% para 13,5%, respectivamente, para os escores 10 e 2. Uma pontuação no Grad FC de 2 foi melhor preditor de mortalidade por todas as causas, quando comparado ao Q1 da FC Res e da FC Rec, com riscos relativos ajustados pela idade de 3,53 (p=0,01); 2,52 (p<0,05) e 2,57(p<0,05), respectivamente. Conclusão: Grad FC é um preditor de risco de mortalidade por todas as causas com desempenho superior ao das medidas isoladas de FC Res e FC Rec. Por último verificou-se a hipótese do aumento do TVC em participantes de um programa de exercício supervisionado (PES) com IVC baixo (≤ 1,30), através de um treinamento específico, utilizando a transição repouso-exercício no protocolo denominado treinamento vagal (TV). Estes foram randomizados num delineamento cruzado (duas etapas de oito semanas), com ou sem três sessões semanais de TV. Houve discreta melhora no IVC em 16 semanas (1,19 vs 1,22; p=0,02) dos 44 pacientes (64% homens; 65,5 11,4 anos) que finalizaram o estudo, mas não se pôde afirmar que a diferença no IVC se deveu ao período em que foi realizado o TV (p=0,36). Portanto, 16 semanas de PES, incluindo oito semanas com TV, aumentam a resposta vagal à transição repouso-exercício, embora não tenha sido possível atribuir os resultados exclusivamente ao TV. Os três estudos realizados contribuem para melhor compreensão da relevante interação entre FC, TVC e exercício

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Testis histological structure was studied in bluefin tuna (Thunnus thynnus) from the eastern Atlantic and Mediterranean during the reproductive season (from late April to early June). Testicular maturation was investigated by comparing samples from bluefin tuna caught on their eastward reproductive migration off Barbate (Strait of Gibraltar area) with samples of bluefin tuna fished in spawning grounds around the Balearic Islands. Histological evaluations of cross sections showed that the testis consists of two structurally different regions, an outer proliferative region where germ cells develop synchronously in cysts, and a central region made up of a well-developed system of ducts that convey the spermatozoa produced in the proliferative region to the main sperm duct. Ultrastructural features of the different stages of the male germ cell line are very similar to those described in other teleost species. The bluefin tuna testis is of the unrestricted spermatogonial testicular type, where primary spermatogonia are present all along the germinative portion of the lobules. All stages of spermatogenesis were present in the gonad tissue of migrant and spawning bluefin tuna, although spermatids were more abundant in spawning fish. The testis size was found to increase by a factor of four (on average) during migration to the Mediterranean spawning grounds, whereas the fat bodies (mesenteric lipid stores associated with the gonads) became reduced to half their weight, and the liver mass did not change significantly with sexual maturation. Linear regression analysis of the pooled data of migrant and spawning bluefin tuna revealed a significant negative correlation between the gonad index (IG) and the fat tissue index (IF), and a weaker positive correlation between the gonad index (IG) and the liver index (IL). Our analyses indicate that the liver does not play a significant role in the storage of lipids and that mesenteric lipid reserves constitute an important energy source for gametogenesis in bluefin tuna.

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Random samples of Gerres filamentosus Cuvier from the Netravathi-Gurpur, Mulky, Kallayanapura, Mabukala and Kundapura estuaries of the southern Karnataka Coast were collected in the years 2000, 2001 and 2002, and length-weight relationships for each estuary were derived using multiple linear regression technique with one dummy variable. Hence, combined or sex-wise length-weight relationships were obtained after testing for homogeneity and isometric growth condition of fishes for each estuary by t-test. The extent of closeness of length-weight relationships between sexes and among estuaries for different years is explained by a trend line graph. The whole process of multiple linear regression analysis with one dummy variable is a better substitute for the analysis of covariance technique.

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A large database of 115 triaxial, direct simple shear, and cyclic tests on 19 clays and silts is presented and analysed to develop an empirical framework for the prediction of the mobilization of the undrained shear strength, cu, of natural clays tested from an initially isotropic state of stress. The strain at half the peak undrained strength (γM=2) is used to normalize the shear strain data between mobilized strengths of 0.2cu and 0.8cu. A power law with an exponent of 0.6 is found to describe all the normalized data within a strain factor of 1.75 when a representative sample provides a value for γM=2. Multi-linear regression analysis shows that γM=2 is a function of cu, plasticity index Ip, and initial mean effective stress p′0. Of the 97 stress-strain curves for which cu, Ip, and p′0 were available, the observed values of γM=2 fell within a factor of three of the regression; this additional uncertainty should be acknowledged if a designer wished to limit immediate foundation settlements on the basis of an undrained strength profile and the plasticity index of the clay. The influence of stress history is also discussed. The application of these stress-strain relations to serviceability design calculations is portrayed through a worked example. The implications for geotechnical decision-making and codes of practice are considered.

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Knowledge of the effect of geographic factors on the assemblages of protozoan testate amoebae is still limited, despite there having been a number of studies on this fauna. We applied statistical analyses to data on the distribution of testate amoebae from nine major lakes in the Yunnan Plateau, southwest China. Cluster analysis, based on community structure, separated the lakes into two groups - the oligotrophic/mesotrophic lakes and the hypercutrophic lakes - confirming the idea that the testate amoebae assemblages in lakes are closely related to the trophic status. Additionally, within the oligotrophic/mesotrophic lakes, there was distinct geographic clustering. Linear regression analysis and the Mantel test both revealed that similarity of species composition decreased with increasing geographic distance among the oligotrophic/mesotrophic lakes.

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Temporal trends in total ozone for the St. Lawrence estuary were estimated from ground-based measurements at the NOAA/CMDL station in Caribou, Maine. Linear regression analysis showed that from 1979 to 1999 total ozone has decreased by about 3.3% per decade on an annual basis and ≤6.2% per decade on a monthly basis relative to unperturbed (pre-CFC) levels. The influence of increased ultraviolet-B (280–320 nm) radiation associated with ozone depletion on water column photochemical processes was evaluated by modeling the photobleaching of chromophoric dissolved organic material (CDOM). Linear regression analysis showed small (<0.5% per decade), but statistically significant upward trends in maximum noontime photobleaching rates. Most notably, positive trends in relative rates for May, June, and July, when maximum absolute rates are expected, were predicted. A global model based on TOMS ozone data revealed increases in photobleaching of ≤3% per decade at high latitudes in the Southern Hemisphere. Radiation amplification factors for increases in photochemically weighted UV (280–400 nm) in response to ozone depletion were estimated at 0.1 and 0.08 for photobleaching of CDOM absorbance at 300 and 350 nm, respectively. Application of the laboratory-based model to conditions that more closely resembled those in situ were variable with both overestimation and underestimation of measured rates. The differences between modeled rates and observed rates under quasi-natural conditions were as large or larger than the predicted increases due to ozone depletion. These comparisons suggest that biological activity and mixing play an important, but as yet ill-defined, role in modifying photochemical processes.

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Five variables for phenol derivatives were calculated by molecular projection in three-dimensional space which were combined with eight quantum-chemical parameters and three Am indices. These variables were selected by using leaps-and-bounds regression analysis. Multiple linear regression analysis and artificial neural networks' were performed, and the results obtained by using. artificial neural networks are superior than that obtained by using multiple linear regression.

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A method for the prediction of gas permeabilities (P) through polymers from their chemical structure has been developed on the basis of the ratio of molar free volume to molar cohesive energy, V(f)/E(coh). The permeation of small gas molecules through polymer membranes is dependent on the chain packing density measured by V(f) and segmental motion of polymer chains measured by E(coh). But no simple relationship between P and V(f) or E(coh) alone was found. The permeability data of more than 60 polymers covering 7 orders of magnitude for six gases have been treated with linear regression analysis. All plots of log P vs. V(f)/E(coh) gave good straight lines. It is also found that a linear relationship holds when plotting both the intercepts and slopes of log P vs. V(f)/E(coh) lines against square of the diameters of gas molecules. Therefore, the permeabilities of all the non-swelling gases through a great variety of polymers can be estimated using two correlations above. Moreover, this method is more accurate than others in the literature and may found useful for the selection of gas separation or barrier membrane materials.

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Seasonal netzplankton samples from stations in the Changjiang (Yangtze River) Estuary were collected from May, 2004 to February, 2005. The dominant species and their contribution to the total zooplankton abundance were determined. Moreover, the relationship between the salinity and abundance was studied with stepwise linear regression. During the whole year, the salinity was positively correlated with the abundance, while the temperature, negatively. Linear regression analysis showed also a high positive correlation with salinity for total abundance in August and November, while in February and May, no obvious relations were found. The most abundant community was composed of neritic and brackish-water species. The North Passage (NP) (salinity <5) was greatly diluted by freshwater while the North Branch (NB) was brackish water with salinity range of 12-28. Consequently, clear decline in abundance of zooplankton was along the estuarine haloclines from the maximum in the area of high salinity to the minimum in the limnetic zone. Total zooplankton abundance and biomass were lower in NP than the NB in all seasons. In short, the salinity influenced the abundance of each species of zooplankton, and ultimately determined the total abundance of zooplankton. Furthermore, a winter peak in the abundance existed, which might be caused by the flourishing of Sinocalanus sinensis, a widely distributed species in the Changjiang Estuary.

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On the issue of geological hazard evaluation(GHE), taking remote sensing and GIS systems as experimental environment, assisting with some programming development, this thesis combines multi-knowledges of geo-hazard mechanism, statistic learning, remote sensing (RS), high-spectral recognition, spatial analysis, digital photogrammetry as well as mineralogy, and selects geo-hazard samples from Hong Kong and Three Parallel River region as experimental data, to study two kinds of core questions of GHE, geo-hazard information acquiring and evaluation model. In the aspect of landslide information acquiring by RS, three detailed topics are presented, image enhance for visual interpretation, automatic recognition of landslide as well as quantitative mineral mapping. As to the evaluation model, the latest and powerful data mining method, support vector machine (SVM), is introduced to GHE field, and a serious of comparing experiments are carried out to verify its feasibility and efficiency. Furthermore, this paper proposes a method to forecast the distribution of landslides if rainfall in future is known baseing on historical rainfall and corresponding landslide susceptibility map. The details are as following: (a) Remote sensing image enhancing methods for geo-hazard visual interpretation. The effect of visual interpretation is determined by RS data and image enhancing method, for which the most effective and regular technique is image merge between high-spatial image and multi-spectral image, but there are few researches concerning the merging methods of geo-hazard recognition. By the comparing experimental of six mainstream merging methods and combination of different remote sensing data source, this thesis presents merits of each method ,and qualitatively analyzes the effect of spatial resolution, spectral resolution and time phase on merging image. (b) Automatic recognition of shallow landslide by RS image. The inventory of landslide is the base of landslide forecast and landslide study. If persistent collecting of landslide events, updating the geo-hazard inventory in time, and promoting prediction model incessantly, the accuracy of forecast would be boosted step by step. RS technique is a feasible method to obtain landslide information, which is determined by the feature of geo-hazard distribution. An automatic hierarchical approach is proposed to identify shallow landslides in vegetable region by the combination of multi-spectral RS imagery and DEM derivatives, and the experiment is also drilled to inspect its efficiency. (c) Hazard-causing factors obtaining. Accurate environmental factors are the key to analyze and predict the risk of regional geological hazard. As to predict huge debris flow, the main challenge is still to determine the startup material and its volume in debris flow source region. Exerting the merits of various RS technique, this thesis presents the methods to obtain two important hazard-causing factors, DEM and alteration mineral, and through spatial analysis, finds the relationship between hydrothermal clay alteration minerals and geo-hazards in the arid-hot valleys of Three Parallel Rivers region. (d) Applying support vector machine (SVM) to landslide susceptibility mapping. Introduce the latest and powerful statistical learning theory, SVM, to RGHE. SVM that proved an efficient statistic learning method can deal with two-class and one-class samples, with feature avoiding produce ‘pseudo’ samples. 55 years historical samples in a natural terrain of Hong Kong are used to assess this method, whose susceptibility maps obtained by one-class SVM and two-class SVM are compared to that obtained by logistic regression method. It can conclude that two-class SVM possesses better prediction efficiency than logistic regression and one-class SVM. However, one-class SVM, only requires failed cases, has an advantage over the other two methods as only "failed" case information is usually available in landslide susceptibility mapping. (e) Predicting the distribution of rainfall-induced landslides by time-series analysis. Rainfall is the most dominating factor to bring in landslides. More than 90% losing and casualty by landslides is introduced by rainfall, so predicting landslide sites under certain rainfall is an important geological evaluating issue. With full considering the contribution of stable factors (landslide susceptibility map) and dynamic factors (rainfall), the time-series linear regression analysis between rainfall and landslide risk mapis presented, and experiments based on true samples prove that this method is perfect in natural region of Hong Kong. The following 4 practicable or original findings are obtained: 1) The RS ways to enhance geo-hazards image, automatic recognize shallow landslides, obtain DEM and mineral are studied, and the detailed operating steps are given through examples. The conclusion is practical strongly. 2) The explorative researching about relationship between geo-hazards and alteration mineral in arid-hot valley of Jinshajiang river is presented. Based on standard USGS mineral spectrum, the distribution of hydrothermal alteration mineral is mapped by SAM method. Through statistic analysis between debris flows and hazard-causing factors, the strong correlation between debris flows and clay minerals is found and validated. 3) Applying SVM theory (especially one-class SVM theory) to the landslide susceptibility mapping and system evaluation for its performance is also carried out, which proves that advantages of SVM in this field. 4) Establishing time-serial prediction method for rainfall induced landslide distribution. In a natural study area, the distribution of landslides induced by a storm is predicted successfully under a real maximum 24h rainfall based on the regression between 4 historical storms and corresponding landslides.

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OBJECTIVES: The study investigated the utility of unmetabolised naphthalene (Nap) and phenanthrene (Phe) in urine as surrogates for exposures to mixtures of polycyclic aromatic hydrocarbons (PAHs). METHODS: The report included workers exposed to diesel exhausts (low PAH exposure level, n = 39) as well as those exposed to emissions from asphalt (medium PAH exposure level, n = 26) and coke ovens (high PAH exposure level, n = 28). Levels of Nap and Phe were measured in urine from each subject using head space-solid phase microextraction and gas chromatography-mass spectrometry. Published levels of airborne Nap, Phe and other PAHs in the coke-producing and aluminium industries were also investigated. RESULTS: In post-shift urine, the highest estimated geometric mean concentrations of Nap and Phe were observed in coke-oven workers (Nap: 2490 ng/l; Phe: 975 ng/l), followed by asphalt workers (Nap: 71.5 ng/l; Phe: 54.3 ng/l), and by diesel-exposed workers (Nap: 17.7 ng/l; Phe: 3.60 ng/l). After subtracting logged background levels of Nap and Phe from the logged post-shift levels of these PAHs in urine, the resulting values (referred to as ln(adjNap) and ln(adjPhe), respectively) were significantly correlated in each group of workers (0.71 < or = Pearson r < or = 0.89), suggesting a common exposure source in each case. Surprisingly, multiple linear regression analysis of ln(adjNap) on ln(adjPhe) showed no significant effect of the source of exposure (coke ovens, asphalt and diesel exhaust) and further suggested that the ratio of urinary Nap/Phe (in natural scale) decreased with increasing exposure levels. These results were corroborated with published data for airborne Nap and Phe in the coke-producing and aluminium industries. The published air measurements also indicated that Nap and Phe levels were proportional to the levels of all combined PAHs in those industries. CONCLUSION: Levels of Nap and Phe in urine reflect airborne exposures to these compounds and are promising surrogates for occupational exposures to PAH mixtures.