16 research outputs found

    Presentation_1_Linking electromagnetic induction data to soil properties at field scale aided by neural network clustering.pptx

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    IntroductionThe mapping of soil properties, such as soil texture, at the field scale is important Q6 in the context of national agricultural planning/policy and precision agriculture. Electromagnetic Induction (EMI) surveys are commonly used to measure soil apparent electrical conductivity and can provide valuable insights into such subsurface properties. MethodsMulti-receiver or multi-frequency instruments provide a vertical distribution of apparent conductivity beneath the instrument, while the mobility of such instruments allows for spatial coverage. Clustering is the grouping together of similar multi-dimensional data, such as the processed EMI data over a field. A neural network clustering process, where the number of clusters can be objectively determined, results in a set of one-dimensional apparent electrical conductivity cluster centers, which are representative of the entire three-dimensional dataset. These cluster centers are used to guide inversions of apparent conductivity data to give an estimate of the true electrical conductivity distribution at a site.Results and discussionThe method is applied to two sites and the results demonstrate a correlation between (true) electrical conductivity with soil texture (sampled prior to the EMI surveys) which is superior to correlations where no clustering is included. The method has the potential to be developed further, with the aim of improving the prediction of soil properties at cluster scale, such as texture, from EMI data. A particularly important conclusion from this initial study is that EMI data should be acquired prior to a focused soil sampling campaign to calibrate the electrical conductivity – soil property correlations.</p

    Additional file 10 of Large-scale analysis of post-translational modifications in E. coli under glucose-limiting conditions

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    Modified and unmodified counts across timepoints for all AA positions with a +16 Da modification to methionine, pooled by biological replicate. The plots show the total unmodified (green) and +16 Da modified (magenta) PSM counts across all nine timepoints (x-axis) for methionine residues that have at least one +16 Da modification at any time point in any replicate. The three panels show counts for each of the three biological replicates, replicate 1 (A), replicate 2 (B) and replicate 3 (C). Note that the y-axis is plotted on a logarithmic (base 10) scale due to the high number of total counts relative to modified counts. (PDF 16 kb

    Concesión de viático al licenciado Dionisio Odonel, sacerdote irlandés, para ir a la Misión de Irlanda

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    Fecha del documento: 1635-07-06. 3 páginasConsulta del Consejo de Estado a Felipe IV sobre el memorial remitido por el licenciado Dionisio Odonel, sacerdote irlandés, que vino a España huyendo de la herejía para aprender en las escuelas católicas y luego regresar a su patria a administrar los santos sacramentos. Solicita la limosna acostumbrada para los que van a la Misión de Irlanda para mudarse de traje y llevar los sagrados ornamentos sacerdotales. El Consejo propone darle la limosna habitual. Respuesta del rey: "Como parece".Proyecto Proyección Política y Social de la Comunidad Irlandesa en la Monarquía hispánica y en la América Colonial de la Edad Moderna(siglos XVI-XVIII) (HAR2009-11339 - subprograma HIST) del Ministerio de Economía y Competitividad en colaboración con el Consejo Superior de Investigaciones Científicas (CSIC), Embajada de Irlanda en Madrid, National University of Ireland (NUI) Maynooth, University College Dublin y Trinity College DublinConsejo de EstadoFelipe IVSí100 ducadosSí100 ducadosN
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