Selection of Grids for Weed Mapping

This study aimed to assess the degree of similarity presented by thematic maps generated by different sampling grids of weed plants in a commercial agricultural area of 7.95 hectares. Monocotyledons and dicotyledons were counted on the 2012/2013 and 2013/2014 harvests, before soybean planting, in the fallow period after wheat harvest, in both years. A regular grid of 10 x 10 m was produced to sample the invasive plants, used as reference, and the counting was done in 1 m² of each sample point, totaling 795 samples in each year, compared to regular grids of 30 and 50 m, generated from the data exclusion of the standard grid. Twenty-two composite soil samples were taken at a depth of 0-20 cm to correlate soil properties with weeds occurrence. For the generation of the thematic maps, the Inverse Distance Weighting (IDW) for interpolation was used; when comparing the maps generated from each grid with the reference map, the kappa coefficient was used to assess the loss of quality of the maps as the number of sample points was reduced. It was observed that the map quality loss was lower in 2013 compared to 2012 when the sampling density of the points was reduced. The 30 x 30 m grids have satisfactorily described the infestation data of the dicotyledons and the 50 x 50 m grids have adequately described the monocotyledon weeds infestation, compared to the standard 10 x 10 m grids.

A comparative analysis of preprocessing techniques of cardiac event series for the study of heart rhythm variability using simulated signals

In the present study, using noise-free simulated signals, we performed a comparative examination of several preprocessing techniques that are used to transform the cardiac event series in a regularly sampled time series, appropriate for spectral analysis of heart rhythm variability (HRV). First, a group of noise-free simulated point event series, which represents a time series of heartbeats, was generated by an integral pulse frequency modulation model. In order to evaluate the performance of the preprocessing methods, the differences between the spectra of the preprocessed simulated signals and the true spectrum (spectrum of the model input modulating signals) were surveyed by visual analysis and by contrasting merit indices. It is desired that estimated spectra match the true spectrum as close as possible, showing a minimum of harmonic components and other artifacts. The merit indices proposed to quantify these mismatches were the leakage rate, defined as a measure of leakage components (located outside some narrow windows centered at frequencies of model input modulating signals) with respect to the whole spectral components, and the numbers of leakage components with amplitudes greater than 1%, 5% and 10% of the total spectral components. Our data, obtained from a noise-free simulation, indicate that the utilization of heart rate values instead of heart period values in the derivation of signals representative of heart rhythm results in more accurate spectra. Furthermore, our data support the efficiency of the widely used preprocessing technique based on the convolution of inverse interval function values with a rectangular window, and suggest the preprocessing technique based on a cubic polynomial interpolation of inverse interval function values and succeeding spectral analysis as another efficient and fast method for the analysis of HRV signals

Modeling the pressure inactivation dynamics of Escherichia coli

Escherichia coli, as a model microorganism, was treated in phosphate-buffered saline under high hydrostatic pressure between 100 and 300 MPa, and the inactivation dynamics was investigated from the viewpoint of predictive microbiology. Inactivation data were curve fitted by typical predictive models: logistic, Gompertz and Weibull functions. Weibull function described the inactivation curve the best. Two parameters of Weibull function were calculated for each holding pressure and their dependence on holding pressure was obtained by interpolation. With the interpolated parameters, inactivation curves were simulated and compared with the experimental data sets.

Nucleotide-sugar transporters: structure, function and roles in vivo

The glycosylation of glycoconjugates and the biosynthesis of polysaccharides depend on nucleotide-sugars which are the substrates for glycosyltransferases. A large proportion of these enzymes are located within the lumen of the Golgi apparatus as well as the endoplasmic reticulum, while many of the nucleotide-sugars are synthesized in the cytosol. Thus, nucleotide-sugars are translocated from the cytosol to the lumen of the Golgi apparatus and endoplasmic reticulum by multiple spanning domain proteins known as nucleotide-sugar transporters (NSTs). These proteins were first identified biochemically and some of them were cloned by complementation of mutants. Genome and expressed sequence tag sequencing allowed the identification of a number of sequences that may encode for NSTs in different organisms. The functional characterization of some of these genes has shown that some of them can be highly specific in their substrate specificity while others can utilize up to three different nucleotide-sugars containing the same nucleotide. Mutations in genes encoding for NSTs can lead to changes in development in Drosophila melanogaster or Caenorhabditis elegans, as well as alterations in the infectivity of Leishmania donovani. In humans, the mutation of a GDP-fucose transporter is responsible for an impaired immune response as well as retarded growth. These results suggest that, even though there appear to be a fair number of genes encoding for NSTs, they are not functionally redundant and seem to play specific roles in glycosylation.

Uma interpretação das causas da desaceleração econômica do Brasil

The paper aims at explaining why Brazil's GDP growth plunged after 1980. Brazil's GDP grew at 7% yearly from 1940 to 1980 but at only 2.5% per year since then. Increases in the relative price of investment that reduced the purchasing power of savings, associated to declines in the productivity of capital, seem to have been the most important factors behind the observed loss of dynamism. The tentative conclusion is that inward-oriented economic policies since the 1970s and, perhaps, even as early as the 1950s, had negative long-run growth implications that were aggravated by populist policies in the early years of the post-1984 redemocratization.

Did ISI fail and is neoliberalism the answer for Latin America? Re-assessing common wisdom regarding economic policies in the region

The second phase of Import Substituting Industrialization, commonly known as ISI2, involved the move in Latin America to "heavy" industrialization, from around 1950-80. This period of economic history has been reviled on both the Left and the Right as being one of either heightened dependency or one demonstrating the clear failure of state intervention in the economy. In this research note, a basic statistical analysis is used to back up other descriptive claims that the ISI2 period was rather one of mixed success, with macroeconomic volatility accompanying great progress in GDP and manufacturing growth. In a sense, the ISI2 period succeeded in industrializing the large economies of the period, and contrasts favorably with the record of the succeeding paradigm of neoliberalism. This research note seeks to raise questions about the way we look at the historical period of ISI2, and suggests that a more open-minded perspective could lead to a more effective and sustainable political economy paradigm for the region in the future.

From semi-stagnation to growth in a sino-centric market

According to recent available information, the Brazilian economy may be entering a cycle of sustained growth. The dominant current interpretation points to the progresses made in terms of monetary stability, Balance of Payments and structural reforms. Indeed, without monetary stability and the commercial opening of the economy, investments would not be increasing and credit growth would not be helping the emergence of millions of new consumers. But these achievements should be taken as generally conditioning, rather than actually shaping the new picture. Some unexpected (not rarely positive) consequences of overcoming the long enduring semi-stagnation, the emergence of China as a major player, and its consequences on the necessary re-structuring of the Brazilian industry, seem to be decisive in the present day redefinition of the Brazilian GDP growth potential.

Há evidências de desindustrialização no Brasil?

Are There evidences of deindustrialization in Brazil? This paper aims at analyzing the theoretical concept of deindustrialization, and evaluating if Brazil, following the implementation of economic reforms in the 1990's, has suffered from a " new Dutch disease" . Despite the manufacturing sector declining participation in the Brazilian Gross Domestic Product (GDP), the empirical evidence show that the changes in the economy structure since the mid-1980’s to the end of 2005 should not be described as deindustrialization. Since there was not evidence of either generalized reallocation of resources towards industries based on natural resources, or a pattern of export specialization in goods technologically based on natural resources or even on labor, one cannot conclude that Brazil was infected by a " new Dutch disease" .

Dívida pública, poupança em conta corrente do governo e superávit primário: uma análise de sustentabilidade

On this paper, we propose a change in the primary surplus' target by the government current account saving. That concept excludes public investment from primary surplus. However, of that change has raised a question about if government current account saving represents a sustainable fiscal policy. Thus, this paper analyses if the change in the primary surplus' target by the government current account saving implies a meaning modification on the debt-to-GDP ratio path. The empirical analysis, which is based on Brazilian monthly data for the period 1999-2005, suggests that the change in fiscal target does not mean a lack of sustain-ability.

Qual a sensibilidade dos investimentos privados a aumentos na carga tributária brasileira? Uma investigação econométrica

This article aims to offer three contributions to the debate on the recent performance of the Brazilian economy. First, it presents approximate quarterly figures for the Brazilian private investment beginning in 1995. Second, it presents estimates of the Brazilian "investment function" which are robust to the presence of structural breaks. Third, it discusses the sensitivity of private investment to increases in the gross aggregate tax rate. Estimates based on national accounting data prior to march 2007 seem to indicate that an increase of 1% of GDP in the tax rate is associated with a reduction of 1% in private investment.

Os efeitos da política educacional no crescimento econômico: teoria e estimativas dinâmicas em painel de dados

In this paper, we develop a theoretical model that considers a non-linear relationship between growth and level of education (human capital). Our econometric estimates demonstrated the causality running from human capital to GDP per capita with U inverted shape. The level of education (human capital) that generates the maximum growth rate lies around 4.5 years. The foremost implication of this result is that States with level of education below this range should have as priority educational policies.

A sobrevivência das pequenas empresas no desenvolvimento capitalista

The survival of small companies in the capitalist development. The role of small companies in capitalist development has raised, throughout the years, the analytical curiosity of economists and other social scientists. In spite of the enormous disadvantages that they possess in competing with big capital, there are innumerable reasons for their survival. The empirical evidence is clear in attesting the importance of small companies in terms of GDP share and job creation and, at the same time, their difficulties for surviving. This paper presents a theoretical revision, departing from Marx, Marshall, Steindl and Schumpeter up to some contemporary authors, concerning the role of the small companies in capitalist development, emphasizing the reasons and the difficulties for its survival.

A economia brasileira puxada pela demanda agregada

The Brazilian economy pulled by the aggregate demand. This article aims to present the demand-led growth theory and some empirical evidences for a demand-led growth regime in Brazil. First of all, we will do a brief review of the theory of demand led-growth, based in the seminal work of Kaldor (1988), for whom long-run growth is determined by the growth rate of consumption expenditures and the growth rate of exports. Based in the empirical methodology developed by Atesoglu (2002), we run some econometric tests for the hypothesis of demand-led growth for Brazilian economy. The results of such tests shown that near of 85% of GDP growth in Brazil in the period 1991-2005 is explained by variables at the demand side of the economy. Besides that, based in the methodology developed by Ledesma and Thirwall (2002), we shown that natural rate of growth for Brazilian economy is endogenous, increasing during boom times. This means that appears to be no restrictions in the supply side of the economy for a faster growth of Brazilian economy. Finally, we argue that a necessary condition for a sustained growth of Brazilian economy is the adoption of a export-led growth model. For such it is necessary to put an end on the actual over-valuation of real exchange rate.

Fatores comuns determinantes de crises cambiais e financeiras

Determinative common factors of currency and financial crisis. This paper identifies and evaluates determinative common factors of currency and financial crisis in relation to 86 crises episodes between 1970-2004, based on factor analysis, cluster and discriminant analysis. One evidenced that the rise of the ratios of domestic credit, fiscal deficit and residents bank deposits to the GDP is inherent to the different types of crises classified for economic literature. It was also identified as common factors to these episodes some indicators that capture the excessive monetary expansion of the economies and that reflect the fall in international reserves, represented by M2/Reserves and Imports/Reserves ratios and also the total volume of international reserves.

Integração financeira, poupança externa e convergência de renda: teoria e evidência

The conventional argument favoring capital controls elimination is based on the predictions from the neoclassical model: free international capital mobility would allow capital flows from country where capital is abundant to countries where capital is scarce and the outcome in a global perspective is efficient allocation of savings and income convergence. Within this perspective, financial integration would be particularly beneficial for developing countries resulting in external savings import, temporary increase in per-capita GDP growth rate and a permanent increase in the per-capita GDP level. Using data for a sample of 105 countries from 1980 to 2004 the evidences show that capitals flows from developing to developed countries and that international financial integration and external savings do not increase the conditional convergence rate.