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Table 3 Equations of shape parameter (b) and scale parameter (c) of Weibull distribution based on arithmetic mean DBH (d, unit: cm) for 17 tree species and accuracy assessment using LOOCV

From: Combining Weibull distribution and k-nearest neighbor imputation method to predict wall-to-wall tree lists for the entire forest region of Northeast China

Species

Equations

R2

RMSE

Bias

P value

White birch

b =  − 0.182d + 5.078

0.26

0.76

0.00

0.00

(B. platyphylla Suk.)

c = 1.154d − 0.347

1.00

0.16

0.00

0.00

Larch

b = 0.168d + 1.623

0.23

0.81

0.00

0.00

(L. gmelinii (Rupr.) Kuzen)

c = 1.068d − 0.509

1.00

0.20

0.00

0.00

Mongolian oak

b = 0.068d + 1.245

0.18

1.11

0.00

0.05

(Q. mongolica Fisch. ex Ledeb.)

c = 1.141d − 0.212

1.00

0.52

0.00

0.00

Aspen

b =  − 1.169d + 4.960

0.34

0.49

0.00

0.00

(P. davidiana Dode)

c = 1.154d − 0.359

1.00

0.06

0.00

0.00

Basswood

b = 0.101d + 1.230

0.12

1.14

0.00

0.00

(T. amurensis Rupr.)

c = 1.091d + 0.445

1.00

0.27

0.00

0.00

Black birch

b = 0.281d + 0.231

0.24

1.56

0.00

0.01

(B. davurica Pall.)

c = 1.039d + 0.896

0.99

0.33

0.00

0.00

Scotch pine

b = 0.228d + 0.089

0.21

0.97

0.00

0.01

(P. sylvestris var. mongolica Litv.)

c = 1.081d + 0.513

0.99

0.19

0.00

0.00

Mono maple

b =  − 0.236d + 8.473

0.18

1.83

0.00

0.00

(A. mono Maxim.)

c = 1.142d − 0.659

0.99

0.35

0.00

0.00

Elm

b = 0.131d + 0.882

0.19

0.92

0.00

0.00

(U. pumila L.)

c = 1.082d + 0.614

1.00

0.22

0.00

0.00

Walnut

b = 0.163d + 0.732

0.28

1.45

0.00

0.00

(J. mandshurica Maxim.)

c = 1.064d + 0.816

1.00

0.41

0.00

0.00

Spruce

b =  − 0.210d + 4.703

0.29

0.57

0.00

0.00

(P. koraiensis Nakai)

c = 1.165d − 0.357

1.00

0.08

0.00

0.00

Korean pine

b = 0.122d + 1.578

0.33

1.53

0.00

0.00

(P. koraiensis Sieb.et Zucc.)

c = 1.068d + 0.628

1.00

0.46

0.00

0.00

Ash

b =  − 0.108d + 3.489

0.16

0.59

0.00

0.00

(F. mandschurica Rupr.)

c = 1.122d + 0.067

1.00

0.13

0.00

0.00

Ribbed birch

b = 0.251d − 0.135

0.49

1.66

0.00

0.00

(B. costata Trautv.)

c = 1.038d + 1.061

1.00

0.39

0.00

0.00

Fir

b = 0.097d + 1.515

0.13

1.34

0.00

0.00

(A. nephrolepis (Trautv.) Maxim.)

c = 1.087d + 0.460

1.00

0.33

0.00

0.00

Amur corktree

b =  − 0.170d + 4.351

0.16

0.80

0.00

0.00

(P. amurense Rupr.)

c = 1.134d − 0.063

1.00

0.12

0.00

0.00

Willow

b = 0.156d + 1.0219

0.16

0.77

0.00

0.05

(C. arbutifolia (Pall.) A. Skv.)

c = 1.095d + 0.329

0.99

0.17

0.00

0.00