The correlation of density and bending strength for structural sized UK-grown Sitka spruce

The correlation between density and bending strength of timber is strong across averages for different species and growth areas. This often leads to the mistaken belief that it is also strong for the case of a particular species and growth area; giving the wrong impression of the importance of density when predicting strength. This paper presents an illustrative case study of spruce (mostly Sitka spruce with some Norway spruce) grown in the United Kingdom (with some also from Ireland). The relatively poor correlation between density and bending strength (R² of approximately 0.18 in this case) is nevertheless shown to be of some limited use for strength grading, even though the calculation of R² itself is not very informative. As has been known by statisticians for more than a century, the calculated values of Pearson’s correlation coefficient (R) from all but very large studies are very susceptible to random chance. This makes it very difficult to detect any genuine differences in the magnitude of the density-bending strength correlation between timber resources, although it does appear likely that the correlation is slightly different to that reported for European-grown Norway spruce in some regions.

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Publication Details

Journal
Wood Material Science and Engineering
Published
2026-03-31
DOI
https://doi.org/10.1080/17480272.2026.2648731
Primary Topic
Wood Treatment and Properties
Type
article
Field-Weighted Citation Impact
0.00

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article

The correlation of density and bending strength for structural sized UK-grown Sitka spruce

Dan Ridley-Ellis
Wood Material Science and Engineering
Wood Treatment and Properties
article

The correlation of density and bending strength for structural sized UK-grown Sitka spruce

Dan Ridley-Ellis
article en

Abstract

The correlation between density and bending strength of timber is strong across averages for different species and growth areas. This often leads to the mistaken belief that it is also strong for the case of a particular species and growth area; giving the wrong impression of the importance of density when predicting strength. This paper presents an illustrative case study of spruce (mostly Sitka spruce with some Norway spruce) grown in the United Kingdom (with some also from Ireland). The relatively poor correlation between density and bending strength (R² of approximately 0.18 in this case) is nevertheless shown to be of some limited use for strength grading, even though the calculation of R² itself is not very informative. As has been known by statisticians for more than a century, the calculated values of Pearson’s correlation coefficient (R) from all but very large studies are very susceptible to random chance. This makes it very difficult to detect any genuine differences in the magnitude of the density-bending strength correlation between timber resources, although it does appear likely that the correlation is slightly different to that reported for European-grown Norway spruce in some regions.

Wood Material Science and Engineering
Edinburgh Napier University (GB)
Natural Resources Wales, Government of the United Kingdom, Department for Environment, Food and Rural Affairs, UK Government
Openalex Percentile: Top 28%
Wood Treatment and Properties
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