Experiment

Temperature (2 m)

Wind Speed (10 m)

Wind Direction (10 m)

Relative Humidity (2 m)

MB

MAGE

IOA

MB

RMSE

IOA

MB

MAGE

DACC

MB

MAGE

IOA

<±0.5˚C^*

<2˚C^*

≥0.8^*

<±0.5 ms^−1*

<2.0 ms^−1*

≥0.60^*

<±10˚^*

<30˚^*

%

<±10%^*

<20%^*

≥0.6^*

INI

−0.40

1.82

0.97

1.30

2.24

0.64

10.97

31.41

68.61

−2.93

10.41

0.85

VER1

−0.51

1.77

0.97

1.37

2.19

0.64

9.90

33.47

69.36

−1.35

9.89

0.87

VER2

−0.51

1.73

0.97

1.37

2.20

0.64

10.10

33.43

69.27

−0.87

9.62

0.87

Experiment

Temperature (2 m)

Wind Speed (10 m)

Wind Direction (10 m)

Relative Humidity (2 m)

MB

MAGE

IOA

MB

RMSE

IOA

MB

MAGE

DACC

MB

MAGE

IOA

<±0.5˚C^*

<2˚C^*

≥0.8^*

<±0.5 ms^−1*

<2.0 ms^−1*

≥0.60^*

<±10˚^*

<30˚^*

%

<±10%^*

<20%^*

≥0.6^*

MPH1

−0.30

1.79

0.97

1.36

2.28

0.63

11.50

31.28

68.92

−3.01

10.50

0.85

MPH2

−0.21

1.78

0.97

1.39

2.30

0.63

10.61

31.06

69.54

−3.62

10.60

0.85

LWR1

−0.27

1.79

0.97

1.35

2.26

0.64

10.18

30.87

69.43

−3.61

10.63

0.84

LWR2

−0.31

1.80

0.97

1.35

2.27

0.63

10.99

31.75

68.25

−3.44

10.53

0.85

SWR1

0.02

1.77

0.97

1.38

2.26

0.64

10.21

31.57

68.45

−4.11

10.78

0.84

SWR2

−6.13

6.47

0.69

1.28

2.50

0.52

18.45

70.62

38.33

8.79

15.68

0.60

CMS1

−0.25

1.79

0.97

1.28

2.22

0.64

10.56

31.41

68.67

−3.47

10.71

0.84

CMS2

−0.27

1.79

0.97

1.31

2.22

0.64

10.49

31.20

68.88

−3.03

10.44

0.85

CMS3

−0.17

1.78

0.97

1.28

2.20

0.64

10.73

33.23

69.34

−4.49

11.07

0.83

PBL1

−0.04

1.79

0.97

1.68

2.43

0.61

10.02

32.95

70.34

1.06

10.79

0.84

PBL2

−0.32

1.91

0.96

1.63

2.39

0.61

9.21

33.17

69.64

−2.02

10.48

0.84

PBL3

−0.18

1.75

0.97

1.27

2.20

0.64

11.85

33.72

68.73

−4.98

10.95

0.84

PBL4

−0.78

1.88

0.97

1.37

2.21

0.65

12.99

34.27

67.72

−2.11

10.32

0.85

PBL5

−0.81

1.89

0.97

1.34

2.19

0.65

13.68

34.17

67.70

−1.85

10.28

0.85

PBL6

−0.29

1.76

0.97

1.28

2.22

0.64

10.90

32.99

70.36

−3.07

10.27

0.85

PBL7

−0.29

1.79

0.97

1.32

2.21

0.65

11.22

33.03

69.74

−2.93

10.34

0.85

PBL8

−0.21

1.78

0.97

1.32

2.24

0.64

10.82

33.38

69.46

−3.60

10.69

0.84

Experiment

Temperature (2 m)

Wind Speed (10 m)

Wind Direction (10 m)

Relative Humidity (2 m)

MB

MAGE

IOA

MB

RMSE

IOA

MB

MAGE

DACC

MB

MAGE

IOA

<±0.5˚C^*

<2˚C^*

≥0.8^*

<±0.5 ms^−1*

<2.0 ms^−1*

≥0.60^*

<±10˚^*

<30˚^*

%

<±10%^*

<20%^*

≥0.6^*

DIN1

−0.30

1.80

0.97

1.31

2.24

0.64

11.11

31.26

69.07

−3.17

10.48

0.85

DIN2

−0.29

1.79

0.97

1.30

2.23

0.64

10.99

31.19

69.19

−3.16

10.44

0.85

DIN3

0.37

1.81

0.97

1.30

2.25

0.64

10.96

31.39

68.84

−2.80

10.41

0.85

DIN4

0.30

1.79

0.97

1.29

2.23

0.64

10.47

31.17

69.23

−3.14

10.45

0.85

Experiment

Temperature (2 m)

Wind Speed (10 m)

Wind Direction (10 m)

Relative Humidity (2 m)

MB

MAGE

IOA

MB

RMSE

IOA

MB

MAGE

DACC

MB

MAGE

IOA

<±0.5˚C^*

<2˚C^*

≥0.8^*

<±0.5 ms^−1*

<2.0 ms^−1*

≥0.60^*

<±10˚^*

<30˚^*

%

<±10%^*

<20%^*

≥0.6^*

HRP1

−0.53

1.48

0.98

0.40

1.47

0.76

9.52

30.66

69.96

−4.44

9.45

0.89

HRP2

−0.41

1.55

0.98

0.90

1.88

0.68

9.89

30.87

69.48

−5.18

9.78

0.88