Study of the composting process of winery and distillery wastes using multivariate techniques |
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Authors: | M.A. Bustamante C. Paredes J. Morales A.M. Mayoral R. Moral |
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Affiliation: | 1. Dept. Agrochemistry and Environment, Miguel Hernandez University, EPS-Orihuela, ctra. Beniel Km 3.2, 03312-Orihuela, Alicante, Spain;2. Applied Statistical Unit, Operations Research Center, Miguel Hernandez University, Avda. Universidad, s/n, 03202-Elche, Alicante, Spain |
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Abstract: | Physico-chemical, chemical and biological parameters were studied throughout the composting process of four winery and distillery composts and the data set of compost characteristics was analysed using multivariate techniques: factorial analysis (FA) and linear discriminant analysis (LDA), in order to classify the different parameters studied and thus, to establish those that better describe the composting process of this type of wastes. Through factorial analysis (FA) of the parameters studied throughout the composting process, four components that explained 85.6% of the variability were established. The parameters associated to compost maturity, agronomic character, water-soluble fraction and ammonia and temperature increment were grouped in the components F1, F2, F3 and F4, respectively, which can reduce the number of determinations needed to ascertain the maturity and quality of the composts. In addition, the linear discriminant analysis on the factorial components makes possible to classify the four composts with a percentage of success around 95%. |
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Keywords: | Compost Winery&ndash distillery residues Multivariate analysis Factorial analysis Linear discriminant analysis |
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