Table 4 Comparison of classification accuracy for 7 experimental schemes. OA: overall accuracy.

From: Assessing the potential of multi-seasonal Sentinel-2 satellite imagery combined with airborne LiDAR for urban tree species identification

Experimental schemes

Deciduous broadleaf forest

Evergreen broadleaf forest

OA (%)

F1-score

OA (%)

F1-score

Scheme 1 - Spring

45.23

0.45

68.01

0.67

Scheme 1 - Summer

48.41

0.48

72.73

0.71

Scheme 1 - Autumn

45.06

0.45

68.35

0.67

Scheme 2

58.96

0.59

76.43

0.75

Scheme 3

33.67

0.34

60.94

0.59

Scheme 4

60.97

0.61

76.43

0.75

Scheme 5

62.65

0.62

76.77

0.75

Scheme 6

62.14

0.62

75.76

0.74

Scheme 7

63.32

0.63

75.76

0.74

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