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Table 4 Coefficients with standard error of bivariate linear regression model (Eq. 1a for plant groups and Eq. 1b for total herb layer) between total above-ground biomass and percentage cover and elevation for plant groups and herb layer total on subplots, and explained variation (R2), Pearson product-moment correlation coefficient (Cor.coeff) and root mean squared error (RMSE). See Table 2 for sample size. Note that for modeling, percent cover of plant group is transformed using the natural logarithm, total herb layer cover is not transformed

From: Extending harmonized national forest inventory herb layer vegetation cover observations to derive comprehensive biomass estimates

Plant group

β0 (Intercept)

β1 (Percent Cover)

β2 (Elevation)

Adj. R2

Cor.coeff

RMSE (g·m−2)

Small herbs

−0.5935310 *** (0.1274447)

0.9039098 *** (0.0387518)

0.0003887 *** (0.0001068)

0.63 ***

0.63 ***

10.1

Tall herbs

−0.3404689 (0.2858600)

1.0773257 *** (0.0624539)

0.0002557 (0.0002246)

0.75 ***

0.81 ***

25.1

Grasses

−0.1751947 (0.1818310)

1.1453724 *** (0.0481618)

0.00006194 ° (0.0001502)

0.79 ***

0.91 ***

28.5

Sedges

−0.1314442 (0.1536686)

1.1004399 *** (0.0432052)

0.0003158 * (0.0001321)

0.77 ***

0.68 ***

24.2

Ferns

−0.6882659 *** (0.1569825)

1.1599828 *** (0.0390035)

0.0001060 (0.0001206)

0.84 ***

0.83 ***

23.8

Shrubs

−0.8868706 *** (0.1464385)

1.1755751 *** (0.0321635)

0.0009174 *** (0.0001047)

0.86 ***

0.77 ***

88.9

Shrubs leaves1

− 0.54936569 * (0.27448296)

0.94944646 *** (0.06683793)

0.00004201 (0.00019741)

0.75 ***

0.83 ***

10.1

Total, incl. Woody parts of shrubs

0.98555045 *** (0.09465661)

0.04150483 *** (0.00106115)

0.00061034 *** (0.00008286)

0.80 ***

0.72 ***

84.4

Total, excl. Woody parts of shrubs2

1.0841536 *** (0.1165718)

0.0414646 *** (0.0014661)

0.0002700 * (0.0001085)

0.76 ***

0.88 ***

29.3

  1. Significance codes: 0 ‘***’, 0.001 ‘**’, 0.01 ‘*’, 0.05 °
  2. 1subsample of 68 subplots with measured woody and non-woody shrub biomass from the total 218 subplots with shrub cover
  3. 2subsample of 255 subplots without shrub occurrence (N = 187) as well as subplots with measured woody and non-woody shrub biomass (n = 68) but excluding the woody parts