Digital soil mapping: evaluation of sampling systems for soil surveys and refinement of soil maps at lower cost using legacy data

In soil surveys, several sampling systems can be used to define the most representative sites for sample collection and description of soil profiles. In recent years, the conditioned Latin hypercube sampling system has gained prominence for soil surveys. In Brazil, most of the soil maps are at small scales and in paper format, which hinders their refinement. The objectives of this work include: (i) to compare two sampling systems by conditioned Latin hypercube to map soil classes and soil properties; (II) to retrieve information from a detailed scale soil map of a pilot watershed for its refinement, comparing two data mining tools, and validation of the new soil map; and (III) to create and validate a soil map of a much larger and similar area from the extrapolation of information extracted from the existing soil map. Two sampling systems were created by conditioned Latin hypercube and by the cost-constrained conditioned Latin hypercube. At each prospection place, soil classification and measurement of the A horizon thickness were performed. Maps were generated and validated for each sampling system, comparing the efficiency of these methods. The conditioned Latin hypercube captured greater variability of soils and properties than the cost-constrained conditioned Latin hypercube, despite the former provided greater difficulty in field work. The conditioned Latin hypercube can capture greater soil variability and the cost-constrained conditioned Latin hypercube presents great potential for use in soil surveys, especially in areas of difficult access. From an existing detailed scale soil map of a pilot watershed, topographical information for each soil class was extracted from a Digital Elevation Model and its derivatives, by two data mining tools. Maps were generated using each tool. The more accurate of these tools was used for extrapolation of soil information for a much larger and similar area and the generated map was validated. It was possible to retrieve the existing soil map information and apply it on a larger area containing similar soil forming factors, at much low financial cost. The KnowledgeMiner tool for data mining, and ArcSIE, used to create the soil map, presented better results and enabled the use of existing soil map to extract soil information and its application in similar larger areas at reduced costs, which is especially important in development countries with limited financial resources for such activities, such as Brazil.

Águas superficiais na bacia do Ribeirão Água Parada no município de Bauru-SP: potencial de utilização para o abastecimento público

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Report of the seminar on Caribbean development thinking the path covered and the way forward

The Economic Commission for Latin America and the Caribbean (ECLAC), Subregional Headquarters for the Caribbean, and secretariat of the Caribbean Development and Cooperation Committee (CDCC) convened a Seminar on Caribbean Development Thinking: The Path Covered and the Way Forward, in Port of Spain on 21 October 2009. The meeting was attended by representatives of the following CDCC member countries: Dominica, Grenada, Guyana, Jamaica, Saint Lucia, Saint Kitts and Nevis, Saint Vincent and the Grenadines, Suriname and Trinidad and Tobago. Representatives of the following organizations of the United Nations system also attended: the International Labour Organisation (ILO); Joint United Nations Project on HIV/AIDS (UNAIDS); and the United Nations Development Programme (UNDP). The following intergovernmental organizations were represented: the Caribbean Community (CARICOM); the Caribbean Development Bank (CDB); the Caribbean Regional Negotiating Mechanism/Caribbean Community (CRNM/CARICOM); Delegation of the European Commission in Trinidad and Tobago; the Organisation of American States (OAS); and the Organisation of Eastern Caribbean States (OECS). The University of the West Indies (UWI) also participated. The list of participants appears as annex I to this report.

Ecologia e comportamento do Cuxiú-Preto (Chiropotes Satanas) na paisagem fragmentada da Amazônia Oriental

Cuxiús são primatas frugívoros especializados na predação de sementes. O cuxiú-preto (Chiropotes satanas), atualmente ameaçado de extinção, é endêmico de uma área da Amazônia oriental brasileira bastante povoada e desmatada. O principal objetivo deste estudo foi pesquisar o comportamento e a ecologia de dois grupos de cuxiús-pretos vivendo sob diferentes graus de fragmentação de hábitat, de maneira a entender como parâmetros ecológicos nestes diferentes contextos influenciam estratégias comportamentais. Além disso, o estudo procurou identificar fatores que limitam a viabilidade a longo prazo do cuxiú-preto e coletar informações que possam contribuir com planos de manejo e conservação. O estudo foi realizado na margem direita do rio Tocantins, no reservatório de Tucuruí, Estado do Pará, Brasil (415'S, 4931'W). Dois grupos de cuxiús-pretos foram estudados: um (denominado T4) em um grande fragmento de floresta situado na margem do reservatório (1.300 ha, 39 indivíduos) e outro numa pequena ilha (19,4 ha, oito indivíduos) coberta por floresta. O comportamento dos dois grupos foi monitorado durante 12 meses (1.153 horas de observação) utilizando metodologias de amostragem por varredura e de todas as ocorrências por 4 a 5 dias consecutivos por mês por grupo. Além de coletar dados sobre seus orçamentos de atividades, todos os recursos alimentares utilizados foram documentados, os percursos diários anotados e as interações sociais intra e interespécies registradas. Transecções botânicas (10 x 100 ha) cobrindo um hectare no sítio T4 e 0,5 ha no sítio Ilha foram estabelecidas e uma subamostra de árvores (DAP ≥ 10 cm) e cipós (DAP ≥ 5 cm) foi marcada e medida para um inventário florístico e para a coleta de dados fenológicos que ocorreu em intervalos de 30 dias durante 14 meses. Os dois grupos diferiram em todos os aspectos de seu comportamento e ecologia. O tempo empregado em diferentes atividades variou significativamente entre eles. O deslocamento (35,4%) foi responsável pela maior proporção do orçamento de atividades anual do grupo T4, enquanto o grupo Ilha dedicou mais tempo para a alimentação (30,0%). Interações sociais foram responsáveis por uma proporção relativamente grande do orçamento de atividades dos dois grupos (T4 8,5%; Ilha 15,2%). Ao longo do periodo do estudo ambos os grupos consumiram um grande número de diferentes espécies vegetais (173 grupo T4; 132 grupo Ilha; 240 ambos) e suas dietas variaram significantemente tanto em termos de itens consumidos quanto em composição taxonômica, sendo que a dieta do grupo T4 foi mais diversa. Ambos os grupos despenderam a maior parte de seu tempo consumindo sementes (T4 54,0%; Ilha 59,9%), apesar de sua dieta também incluir outros itens tais como polpa de frutos (T4 25,0%; Ilha 13,7%), flores (T4 12,3%; Ilha 17,4%) e, em menor grau, medula de galhos e artrópodes. O grupo T4 utilizou uma área de 98,6 ha, enquanto os membros do grupo Ilha utilizaram 17,2 ha. O uso do espaço e o tamanho do percurso diário (T4 4025 m 994 m; Island 2807 m 289 m) variaram entre os grupos e estiveram ligados, no grupo T4, à variação no tamanho do grupo ao longo do ano resultante de seu sistema de organização social de fissão-fusão. Ao contrário, o grupo Ilha foi mais coeso. As diferenças na ecologia e comportamento dos dois grupos estiveram ligadas ás diferenças em seus respectivos hábitats. O tamanho dos sítios foi importante mas também o foi a variação na disponibilidade de alimentos determinada pela composição taxonômica da vegetação dos mesmos. Resultados do inventário florístico revelaram uma maior diversidade de espécies no sítio T4. No entanto importantes espécies alimentares estavam ausentes ou disponíveis em quantidades variáveis em ambos os sítios. Além do valor intrínseco do conhecimento sobre as características ecológicas do cuxiú-preto, o conhecimento detalhado acumulado neste estudo pode contribuir para a formulação de ações de conservação e planos de manejo, assim como para a identificação de fatores que limitam a viabilidade a longo prazo das populações remanescentes nas paisagens fragmentadas da Amazônia oriental.

PATH dependency e a transformação agrária do bioma amazônico: o sentido econômico das capoeiras para o desenvolvimento sustentável

As capoeiras - áreas alteradas por ação antrópica que se encontram em estágios de regeneração espontânea de cobertura florestal - são componentes da paisagem rural de grande significado na Amazônia. No último Censo Agropecuário, as áreas de capoeira perfaziam 4,5 milhões de hectares em toda a Região Norte. Uma literatura crescentemente importante considera tais áreas proxy de economias rurais decadentes e insustentáveis, sobre as quais se ergue uma pecuária de corte eficiente e sustentável. Este artigo procura estabelecer os diferentes tipos de capoeira que se constatam na economia rural da Amazônia, associando-as às diferentes formas de produção, cujos sistemas se expressam dinamicamente como trajetórias tecnológicas concorrentes. A partir daí a) demonstra que parte dessas áreas resulta de mudanças positivas nos sistemas produtivos que produzem capoeiras com grande capacidade de regeneração – estando associada, portanto, a inovações relevantes para o desenvolvimento da Região numa perspectiva que incorpora critérios de sustentabilidade ambiental; b) demonstra que os tipos de capoeira que indicam degradação, pela baixa capacidade de regeneração, se associam à pecuária de corte, a qual na Região tem apresentado dificuldades estruturais de modernização técnica e c) indica que o ambiente institucional, favorecendo os sistemas que produzem capoeira degradada em detrimento daqueles que produzem capoeiras de rápida recomposição, podem aprisionar (levar a um lock-in) a economia agrária da região nas piores soluções, tanto econômica, quanto social e ecologicamente.

Optimization of the sampling scheme for maps of physical and chemical properties estimated by kriging

The sampling scheme is essential in the investigation of the spatial variability of soil properties in Soil Science studies. The high costs of sampling schemes optimized with additional sampling points for each physical and chemical soil property, prevent their use in precision agriculture. The purpose of this study was to obtain an optimal sampling scheme for physical and chemical property sets and investigate its effect on the quality of soil sampling. Soil was sampled on a 42-ha area, with 206 geo-referenced points arranged in a regular grid spaced 50 m from each other, in a depth range of 0.00-0.20 m. In order to obtain an optimal sampling scheme for every physical and chemical property, a sample grid, a medium-scale variogram and the extended Spatial Simulated Annealing (SSA) method were used to minimize kriging variance. The optimization procedure was validated by constructing maps of relative improvement comparing the sample configuration before and after the process. A greater concentration of recommended points in specific areas (NW-SE direction) was observed, which also reflects a greater estimate variance at these locations. The addition of optimal samples, for specific regions, increased the accuracy up to 2 % for chemical and 1 % for physical properties. The use of a sample grid and medium-scale variogram, as previous information for the conception of additional sampling schemes, was very promising to determine the locations of these additional points for all physical and chemical soil properties, enhancing the accuracy of kriging estimates of the physical-chemical properties.

EEG signal classification for epilepsy diagnosis via optimum path forest - A systematic assessment

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

A path- and label-cost propagation approach to speedup the training of the optimum-path forest classifier

In general, pattern recognition techniques require a high computational burden for learning the discriminating functions that are responsible to separate samples from distinct classes. As such, there are several studies that make effort to employ machine learning algorithms in the context of big data classification problems. The research on this area ranges from Graphics Processing Units-based implementations to mathematical optimizations, being the main drawback of the former approaches to be dependent on the graphic video card. Here, we propose an architecture-independent optimization approach for the optimum-path forest (OPF) classifier, that is designed using a theoretical formulation that relates the minimum spanning tree with the minimum spanning forest generated by the OPF over the training dataset. The experiments have shown that the approach proposed can be faster than the traditional one in five public datasets, being also as accurate as the original OPF. (C) 2014 Elsevier B. V. All rights reserved.

A local-global scheme for tracking crack path in three-dimensional solids

This paper aims to contribute to the three-dimensional generalization of numerical prediction of crack propagation through the formulation of finite elements with embedded discontinuities. The analysis of crack propagation in two-dimensional problems yields lines of discontinuity that can be tracked in a relatively simple way through the sequential construction of straight line segments oriented according to the direction of failure within each finite element in the solid. In three-dimensional analysis, the construction of the discontinuity path is more complex because it requires the creation of plane surfaces within each element, which must be continuous between the elements. In the method proposed by Chaves (2003) the crack is determined by solving a problem analogous to the heat conduction problem, established from local failure orientations, based on the stress state of the mechanical problem. To minimize the computational effort, in this paper a new strategy is proposed whereby the analysis for tracking the discontinuity path is restricted to the domain formed by some elements near the crack surface that develops along the loading process. The proposed methodology is validated by performing three-dimensional analyses of basic problems of experimental fractures and comparing their results with those reported in the literature.

Economic design of Shewhart control charts for monitoring autocorrelated data with skip sampling strategies

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

A new sampling strategy to reduce the effect of autocorrelation on a control chart

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

Sequential sampling of soybean and beans seeds for Sclerotinia sclerotiorum detection (Lib.) DeBary

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Percepção da importância da participação de idosos em uma universidade aberta da terceira idade

Introduction: Aging is part of the natural human way. Aging is also synonymous with continuous gain experience. Aging, especially in our culture, unfortunately, can also be synonymous with exclusion, but not in relation to the UNATI Marília SP Open University of the Third Age, which has as main objective the integration through social interaction in academia, transforming experience and knowledge in quality of life in a constant learning. Objective: This article aims to report an investigation into the reasons attributed to the importance of an elderly attending the Open University of the Third Age in the vision of the elderly who attend. Material and Method: Bring a profile of the elderly by gender, age, marital status, education level, profession, financial aspects. The sample consisted of 52 elderly and the sampling method was convenience. Results: The results showed that the greater importance attached to participation was to gain more knowledge and be updated followed by meeting new people and making new friends, exercising the memory, healthy and interestingly filling free time and to improve quality of life. The participation of the elderly caused possibilities of making new friends, improvement in depression and motivation to acquire new knowledge. Conclusion: We conclude that the Open University of the Third Age can contribute to improvement of quality of life especially with regard to social interaction and cognitive aspect.

Static Video Summarization through Optimum-Path Forest Clustering

This paper introduces the Optimum-Path Forest (OPF) classifier for static video summarization, being its results comparable to the ones obtained by some state-of-the-art video summarization techniques. The experimental section has been conducted using several image descriptors in two public datasets, followed by an analysis of OPF robustness regarding one ad-hoc parameter. Future works are guided to improve OPF effectiveness on each distinct video category.

A Sampling Plan for Liriomyza huidobrensis (Diptera: Agromyzidae) on a Potato (Solanum tuberosum) Plantation

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)