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Recall that BEF models for stem wood and stem were found to be associated to larger R2, smaller percentage of total error (as variance) attributed to biomass model, smaller errors due to model parameter estimates and smaller errors due to residual variability around model prediction than the regression models.
In fact, it is known that BeF binds to SERCA1, producing a stable analogue of the phosphoenzyme (E2P) ground state (41, 42).
The correlation analysis performed on the biomass expansion factor and the root-to-shoot ratio, tree diameter, height, and age indicated that BEF and R have significant correlations with the tree measurement variables, as shown in Table 2.
In evidence are the relationships between BEF and R with DBH, height, and age have a well-defined trend, following an negative exponential curve and that BEF and R decrease as DBH, height, and age increase.
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The finding that the whole tree BEF-based biomass estimate was 8.3%% lower, with slightly larger percent error than that based on regression equation is in line with the finding by Jalkanen et al. (2005), which found that BEF-based AGB estimate was 6.7%% lower.
Jalkanen et al. (2005) compared regression equations based and BEF-based biomass estimates for pine-, spruce- and birch-dominated forests and mixed forests and concluded that BEF-based biomass estimates were lower and associated with larger error than regression equations based biomass estimates.
"The training of the army in the preceding years was of little consequence when the intensity, scale, and realities, of the campaign were so revealing of inadequacies in high command, logistics, size and artillery … It meant that the BEF of 1914 was always going to be on the back foot, given the need to innovate and expand".
All the blends containing mineral diesel were in accordance with Brazilian Legislation for blends between biodiesel and mineral diesel, including the blend that contains BEF, the most unstable biodiesel of the experiment [2].
In fact, it has been noted here that the BEF-based foliage biomass is associated with the largest percent error (11.55 %), and that 84%% of that error is attributed to BEF model (Table 4), besides being associated to the largest error due to model parameter estimates and due to residual variability around model prediction (within and between methods).
We observed that component BEFs in Androstachys johnsonii Prain were independent or only weakly dependent on tree size (DBH and TH), and that TH was more important that DBH in explaining BEF.
By that time, the BEF consisted of 10 infantry divisions in three corps, a tank brigade and a Royal Air Force detachment of around 500 aircraft.
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