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Table 2 Parameters of each of the ten bootstrapped decision tree models on the xeric limits of beech and sessile oak-dominated zonal forest stands calculated without (“basic”) or with (“extended”) aridity indices (see details in text)

From: Present and forecasted xeric climatic limits of beech and sessile oak distribution at low altitudes in Central Europe

a) Beech (Fagus sylvatica)

Basic

 

Tree depth

Tree width

κ

ROC/AUC

Root split

1

3

5

0.35

0.77

P05 (76.8 mm)

2

6

8

0.39

0.83

T05 (13.4°C)

3

5

7

0.38

0.82

T05 (13.7°C)

4

5

8

0.40

0.82

T05 (13.7°C)

5 a

4

7

0.34

0.79

T05 (14.0°C)

6

4

7

0.35

0.80

T05 (14.1°C)

7

5

9

0.43

0.82

T05 (13.7°C)

8

4

7

0.36

0.81

T05 (13.6°C)

9

6

9

0.45

0.84

T05 (13.7°C)

10

5

8

0.38

0.82

T05 (13.6°C)

b) Beech (Fagus sylvatica)

Extended

1

3

6

0.41

0.81

EQ (26.2)

2 a

3

5

0.40

0.83

EQ (26.1)

3

5

6

0.41

0.81

EQ (26.4)

4

4

6

0.47

0.83

EQ (25.8)

5

4

7

0.36

0.80

T05 (14°C)

6

5

6

0.41

0.80

EQ (26.2)

7

4

7

0.41

0.80

T05 (13.7°C)

8

2

4

0.47

0.84

EQ (26.0)

9

4

6

0.45

0.83

T05 (13.7°C)

10

3

5

0.43

0.83

EQ (26.9)

c) Sessile oak (Quercus petraea)

Basic and extended

1

5

8/7

0.37

0.76

P05 (60.2 mm)

2

4

7

0.39

0.76

P05 (60.8 mm)

3

6

10

0.35

0.74

P05 (58.8 mm)

4 a

4

6

0.37

0.75

P05 (58.8 mm)

5

4

8

0.40

0.76

P05 (58.9 mm)

6

4

9/8

0.35

0.71

T08 (19.4°C)

7

4

9

0.31

0.74

P05 (65.6 mm)

8

3

7

0.33

0.73

T08 (19.2°C)

9

4

7

0.32

0.72

P05 (61.6 mm)

10

3

7/6

0.33

0.73

T08 (19.5°C)

  1. Tree depth the maximum number of nested levels (partitions); tree width the number of terminal nodes (“leaves”); κ maximum of Cohen’s kappa; ROC/AUC area under the receiver operating characteristics curve of the model projections on the evaluation data set; root split the splitting variable and the corresponding split value selected for the first partition
  2. aThe marked models are shown in detail in Fig. 1