1,744 research outputs found

    Seasonal undernutrition in rural Ethiopia:

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    Marked seasonal variability of both production- and consumption is characteristic of virtually all farming systems in the developing world. This study examines the magnitude and significance of seasonal undernutrition in south central Ethiopia, southern Shewa and Zigwa Boto, a peasant association in the Gurage Zone. The study seeks to answer five questions: (1)Does seasonal energy stress affect individuals of various age groups and sexes differently? (2)Do members of the same household show divergent responses to seasonal energy stress? (3)What are the functional consequences of different levels of adult undernutrition? (4)Are the current anthropometric cut-off points for adults appropriate for rural Ethiopia? (5)What household characteristics are associated with vulnerability to seasonal undernutrition? A number of important findings emerge from this research.....The study clarifies some points of contention in the field of adult undernutrition and shows how seasonal undernutrition operates as an intermittent warning signal, reminding us not to miss opportunities to promote good nutrition throughout the life cycle.Nutrition, Ethiopia, Malnutrition., Food crops., Climate.,

    Firms' profitability and ESG score: A machine learning approach

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    Corporate social responsibility (CSR) is found to impact firms' performance, for instance, enhancing reputation, increasing innovation capabilities, customer loyalty, and customer satisfaction help improve financial performance. However, the literature provides limited evidence of the relationship between CSR indicators, such as the ESG score, and the firm's profitability, which is often measured by the earnings before interest and taxes (EBIT). We investigate this issue by analyzing a sample of about 400 companies constituting the EuroStoxx-600 index, from 2011 to 2020, using different machine learning models. The novelty of our contribution lies in assessing whether the ESG score has a significant influence on the firms' profitability. Specifically, we investigate the relationship between ESG score and EBIT using machine learning interpretability toolboxes such as partial dependence plots and individual conditional expectation. Tools which help to measure the functional relationship between the predicted response and one or more features, while the Shapley value allows to examine the contribution of the feature to the prediction. Our findings show that the model can reach high levels of accuracy in detecting EBIT and that the ESG score is a promising predictor, compared to other traditional accounting variables

    Holocene slip rate variability along the Pernicana fault system (Mt. Etna, Italy): Evidence from offset lava flows

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    The eastern flank of the Mount Etna stratovolcano is affected by extension and is slowly sliding eastward into the Ionian Sea. The Pernicana fault system forms the border of the northern part of this sliding area. It consists of three E-W−oriented fault sectors that are seismically active and characterized by earthquakes up to 4.7 in magnitude (M) capable of producing ground rupture and damage located mainly along the western and central sectors, and by continuous creep on the eastern sector. A new topographic study of the central sector of the Pernicana fault system shows an overall bell-shaped profile, with maximum scarp height of 35 m in the center of the sector, and two local minima that are probably due to the complex morphological relation between fault scarp and lava flows. We determined the ages of lava flows cut by the Pernicana fault system at 12 sites using cosmogenic 3He and 40Ar/39Ar techniques in order to determine the recent slip history of the fault. From the displacement-age relations, we estimate an average throw rate of ∼2.5 mm/yr over the last 15 k.y. The slip rate appears to have accelerated during the last 3.5 k.y., with displacement rates of up to ∼15 mm/yr, whereas between 3.5 and 15 ka, the throw rate averaged ∼1 mm/yr. This increase in slip rate resulted in significant changes in seismicity rates, for instance, decreasing the mean recurrence time of M ≥ 4.7 earthquakes from ∼200 to ∼20 yr. Based on empirical relationships, we attribute the variation in seismic activity on the Pernicana fault system to factors intrinsic to the system that are likely related to changes in the volcanic system. These internal factors could be fault interdependencies (such as those across the Taupo Rift, New Zealand) or they could represent interactions among magmatic, tectonic, and gravitational processes (e.g., Kīlauea volcano, Hawaii). Given their effect on earthquake recurrence intervals, these interactions need to be fully assessed in seismic hazard evaluations

    Message from the ICSC 2012 workshop co-chairs

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    Welcome to the proceedings containing the papers from two workshops selected for presentation at the Sixth IEEE International Conference on Semantic Computing (ICSC 2012) in Palermo, Italy, September 19–21, 2012

    Retrospective Cost Adaptive Control for Systems with Unknown Nonminimum-Phase Zeros

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    Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/90721/1/AIAA-2011-6203-626.pd

    Data-Based Model Refinement Using Retrospective Cost Optimization

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    Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/83642/1/AIAA-2010-7889-194.pd
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