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The correlation coefficient R 2 was higher for Freundlich isotherm than that of Langmuir isotherm for Congo red dye, indicating Freundlich isotherm is suitable fitting in this study.
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The RF algorithm fitted in this study is implemented in the open-source software WEKA 3.8 (Frank et al. 2016).
Our model fitted in this study has one less parameter and had smaller bias (absolute value) compared to the equation used by the FIA-PNW (Table 9).
The FIA-PNW volume equations performed fairly well but volume equations with fewer parameters fitted in this study provided comparable results.
Table 10 Bias and RMSE for estimating cubic volume including top and stump obtained from fitted taper equations (M4), volume equations fitted in this study (Local), and the volume equations used by FIA-PNW for dataset I, II, and III.
The volume equations used by FIA-PNW perfairly fairly well but a volume equation with fewer parameters fitted in this study using DBH and height provided similar RMSE compared with the volume equation used by FIA-PNW.
The taper equations fitted in this study provide added benefit to the users over the FIA-PNW volume equations by enabling the users to predict diameter at any height, height to a given diameter, and merchantable volume in addition to CVTS of Douglas-fir and western hemlock trees in the Pacific Northwest.
The taper equations fitted in this study provide added benefit to the users over the FIA-PNW volume equations by enabling the users to predict diameter at any height, height to a given diameter, and merchantable volume in addition to cubic volume including top and stump (CVTS) of Douglas-fir and western hemlock trees in the Pacific Northwest.
The model fitted in this study had the form: y = μ 1 + Xb + e.
Using the dose-response functions fitted in this study, QMRA can begin to be applied.
There were five alternative models for the concurrent prediction and seven models for the prospective prediction fitted in this study.
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