


{"id":82619,"date":"2019-01-30T12:18:22","date_gmt":"2019-01-30T17:18:22","guid":{"rendered":"https:\/\/mrnf.gouv.qc.ca\/nos-publications\/predicting-volume-distributions-hardwood-sawn-products\/"},"modified":"2019-01-30T12:18:22","modified_gmt":"2019-01-30T17:18:22","slug":"predicting-volume-distributions-hardwood-sawn-products","status":"publish","type":"cpt_publication","link":"https:\/\/mrnf.gouv.qc.ca\/en\/our-publications\/predicting-volume-distributions-hardwood-sawn-products\/","title":{"rendered":"Predicting volume distributions of hardwood sawn products by tree grade in eastern Canada"},"content":{"rendered":"\n<p>Published in <b>Forestry 1-13. https:\/\/doi.org\/10.1093\/forestry\/cpx043<\/b><\/p>\n<p>Northern hardwoods are an ecologically and economically important forest type in eastern North America. Historically, the hardwood supply came from old-growth forests dominated by large-diameter trees. Unfortunately, the repeated removal of high-quality trees has substantially degraded hardwood forests and reduced the profitability of the primary manufacturing sector. In this context, forest managers need tools to guide silvicultural investment decisions and to estimate pre-harvest stand value based on forest inventories. The objective of this study was to evaluate the performance of classification systems and measured variables used at the tree level to predict sawn product volumes of sugar maple (<em>Acer saccharum<\/em> Marsh.), yellow birch (<em>Betula alleghaniensis<\/em> Britton) and American beech (<em>Fagus grandifolia<\/em> Ehrh.). We developed statistical models to estimate the volume of lumber products, pulpwood, sawdust and residues based on tree DBH, species, tree grades in different combinations and tree height. Results show that the tree grade variable increased the explained variation in product volumes. As expected, the accuracy of product volumes estimation, based on root mean square error (RMSE), was poor for an individual tree, but improved as the number of trees increased.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Published in Forestry 1-13. https:\/\/doi.org\/10.1093\/forestry\/cpx043 Northern hardwoods are an ecologically and economically important forest type in eastern North America. Historically, the hardwood supply came from old-growth forests dominated by large-diameter trees. Unfortunately, the repeated removal of high-quality trees has substantially degraded hardwood forests and reduced the profitability of the primary manufacturing sector. In this context, [&hellip;]<\/p>\n","protected":false},"template":"","format":"standard","cptt_secteur":[1179],"cptt_theme":[1180,1181,1182],"cptt_categ_publi":[1149],"cptt_auteurs_ministeriels":[1068,1075,1088],"class_list":["post-82619","cpt_publication","type-cpt_publication","status-publish","format-standard","hentry","cptt_secteur-forests","cptt_theme-forestry-research","cptt_theme-forests","cptt_theme-silviculture","cptt_categ_publi-scientific-article","cptt_auteurs_ministeriels-s-bedard","cptt_auteurs_ministeriels-deblois-josianne","cptt_auteurs_ministeriels-f-guillemette"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Predicting volume distributions of hardwood sawn products by tree grade in eastern Canada - Minist\u00e8re des Ressources naturelles et des For\u00eats<\/title>\n<meta name=\"description\" content=\"Northern hardwoods are an ecologically and economically important forest type in eastern North America.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mrnf.gouv.qc.ca\/en\/our-publications\/predicting-volume-distributions-hardwood-sawn-products\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Predicting volume distributions of hardwood sawn products by tree grade in eastern Canada - 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