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Use of multivariate approaches in biomass energy plantation harvesting: logistics advantages CIGR Journal
Costa, Corrado; Sperandio, Giulio; Verani, Stefano.
Agricultural biomass supply chain consisting of multiple harvesting, storage, pre-processing, and transport operations.  This network operates in space and time coordinates and produces empirical data used for many purposes, including wood-flow planning, harvesting cost calculation and work rate setting.  The aim of this study was to explore and propose the use of a multivariate approach, namely, the Partial Least Squares (PLS) multivariate regression approach and compare its performance with the commonly used Ordinary Linear Regression (OLS).  In particular, the study aimed at comparing the main statistical significance of indicators attributed to models calculated with OLS and PLS regressions from the same original datasets, for the purpose of...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Harvesting; Biomass; Logistics; Machine costs; Multivariate statistics; Ordinary linear regression; Partial least square.
Ano: 2014 URL: http://www.cigrjournal.org/index.php/Ejounral/article/view/2910
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