Skip to main content

Table 4 Statistics of canopy cover and soybean reflectance by band of soybean class per plot from MSI analysis at DAP 61 and 70: mean, standard deviation (Std), median, normalized median absolute deviation (NMAD), square root of the biweight midvariance (BwMv), percentiles at 2.5% (P2.5%), 25% (Q25%), 75% (Q75%) and 97.5% (P97.5%), interquartile range (IQR) and interpercentile range at 90% (IPR90%) and 99% (IPR99%) confidence interval

From: Yield prediction by machine learning from UAS-based multi-sensor data fusion in soybean

 

Parameter (%)

Mean

Std

Median

NMAD

BwMv

P2.5%

Q25%

Q75%

P97.5%

IQR

IPR90%

IPR99%

7/23/2018 (DAP 61)

Canopy cover

79.54

20.29

85.45

6.66

7.60

3.37

80.09

89.47

98.32

9.37

70.54

99.85

green

6.21

0.72

6.19

0.79

0.73

4.93

5.65

6.71

7.60

1.06

2.34

3.31

Red

2.53

0.27

2.51

0.23

0.26

2.02

2.37

2.68

3.08

0.31

0.88

1.51

Red edge

31.84

2.61

32.03

2.26

2.44

26.29

30.42

33.45

36.91

3.02

8.25

16.49

Near infrared

55.15

7.02

55.42

5.80

6.83

39.45

51.70

59.48

69.23

7.78

24.46

35.83

8/01/2018 (DAP 70)

Canopy cover

86.90

5.48

87.77

3.62

3.79

69.42

85.22

90.06

94.35

4.83

19.35

31.97

green

5.90

0.39

5.85

0.39

0.39

5.25

5.61

6.15

6.76

0.54

1.25

1.96

Red

2.62

0.18

2.60

0.18

0.18

2.33

2.48

2.73

3.03

0.24

0.57

1.00

Red edge

32.22

1.34

32.22

1.28

1.35

29.63

31.31

33.06

34.96

1.75

4.52

6.89

Near infrared

55.59

2.27

55.58

2.19

2.22

50.99

54.12

57.08

60.08

2.96

7.59

13.14