Statistical evaluation of the May 15 - September 30, 2002 BaseB1 CMAQ simulation across the OTR

 (including all of VA)

Daily average PM2.5 mass at FRM (257 sites) and continuous/TEOM (57 sites) locations

Daily averages computed from hourly TEOM data, require at least 12 valid hours per day

Only those times when the observed and predicted concentrations agreed to within a

 factor of 25 are considered in this analysis

July 6-9 data were excluded because of the influence of the Quebec forest fires

Only those predictions from hours with valid TEOM observed concentrations were included here

In the case of the FRM data, most sites are 1-in-3 days; these dates are denoted in yellow

A majority of the sites are SLAMS/NAMS, but special sites are included as well

 (e.g. AIRMAP sites in NH, Pinnacle State Park in NY, Harvard Forest in MA, and

 NE-OPS in Philadelphia)

Site names: first 9 characters = AQS code or descriptive name for special sites, last character =

 parameter occurrence code

Statistics:

observed average

predicted average

coefficient of determination, R2

normalized mean error

root mean square error

fractional gross error

mean absolute gross error

mean normalized gross error

mean bias

mean normalized bias

mean fractionalized bias

normalized mean bias

Statistics are organized two ways - "by date" (consider all valid observed/predicted data pairs at all

 sites on a given day) and "by site" (consider all valid days at a given site)
obs avg, ug/m3 CMAQ avg, ug/m3 R^2 NME, % RMSE, ug/m3 FE, % MAGE, ug/m3 MNGE, % MB, ug/m3 MNB, % MFB, %

20020515 6.58 7.37 0.362 32.47 2.97 28.88 2.14 32.71 0.79 12.15 4.66

20020516 13.3 14.49 0.022 29.15 5.77 26.39 3.88 30.3 1.19 15.17 7.41

20020517 11.84 11.74 0.554 24.06 3.97 27.51 2.85 28.74 -0.1 1.82 -5.68

20020518 4.13 3.33 0.059 34.07 2.35 34.67 1.41 32.55 -0.79 -6.04 -16.13

20020519 5.81 8.01 0.232 44.36 3.41 37.78 2.58 53.87 2.19 49.16 32.41

20020520 6.29 9.98 0.299 63.06 5.07 46.32 3.97 68.94 3.69 65.5 42.19

20020521 6.33 10.95 0.305 75.52 5.82 54.86 4.78 87.68 4.62 86.27 53.3

20020522 8.32 12.23 0.183 64.39 7.53 46.11 5.36 68.13 3.91 63.87 40.57

20020523 11.82 18.9 0.109 63.98 9.1 46.22 7.56 65.05 7.08 62.87 43.61

20020524 19.89 24.43 0.138 30.48 7.49 26.08 6.06 30.07 4.53 23.83 18.61

20020525 10.43 10.5 0.752 18.84 3.12 19.42 1.96 21.56 0.07 5.74 1.27

20020526 13.66 17.53 0.181 46.57 9.19 39.28 6.36 54.01 3.88 37.84 19.08

20020527 17.07 23.71 0.11 42.26 10.28 31.77 7.22 44.64 6.64 41.81 28.76

20020528 15.92 18.55 0.34 25.35 5.88 22.05 4.03 25.54 2.64 17.43 12.56

20020529 18.08 16.22 0.175 28.09 6.26 30.81 5.08 28.05 -1.85 -10.31 -16.63

20020530 15.76 14.9 0.196 23.03 5.74 22.47 3.63 23.58 -0.85 -0.26 -5.67

20020531 13.76 12.79 0.375 23.69 4.61 23.64 3.26 24.91 -0.97 1.54 -3.86

20020601 13.92 10.4 0.49 31.03 5.04 42.82 4.32 33.31 -3.53 -27.26 -37.78

20020602 11.48 8.49 0.384 35.56 4.64 44.93 4.08 39.64 -2.99 -21.14 -32.92

20020603 5.69 6.73 0.215 41.49 3.69 38.2 2.36 54.28 1.05 39.85 19.41

20020604 9.91 10.22 0.346 29.83 4.5 27.65 2.96 31.96 0.31 14.47 6.41

20020605 17.05 12.49 0.214 35.96 6.92 41.54 6.13 36.82 -4.57 -20.35 -29.75

20020606 9.59 5.97 0.517 42.11 4.78 66.95 4.04 45.87 -3.62 -42.55 -63.88

20020607 5.55 4.7 0.158 30.82 2.17 36.37 1.71 30.42 -0.85 -14.04 -22.65

20020608 8.97 10.47 0.483 27.44 3.84 24.73 2.46 31.2 1.51 22.82 15.18

20020609 17.23 15.95 0.22 26.76 9.19 23.3 4.61 23.81 -1.28 4.57 -1.14

20020610 18.35 18.48 0.679 28.78 6.91 31.57 5.28 49.93 0.13 31.55 10.05

20020611 27.45 27.94 0.153 33.11 12.19 34.1 9.09 47.12 0.49 22.77 4.79

20020612 21.63 17.55 0.46 32.85 8.23 40.67 7.1 35.1 -4.08 -13.94 -23.55

20020613 11.24 11.24 0.382 32.31 5.07 33.25 3.63 37.75 0.01 10.49 -0.2

20020614 8.69 9.27 0.302 43.28 4.9 46.02 3.76 49.33 0.58 17.42 0.49

20020615 6.93 9.33 0.606 45.1 4.52 42.85 3.13 58.91 2.39 41.48 18.55

20020616 10.14 13.83 0.045 56.61 10.95 41.19 5.74 60.15 3.69 52.27 30.51

20020617 10.41 13.95 0.304 46.81 6.48 37.73 4.87 46.22 3.54 32.3 19.69

20020618 12.79 14.98 0.329 34.77 5.71 30.16 4.45 34.82 2.2 20.2 12.52

20020619 14.86 20.34 0.39 47.04 9.66 35.89 6.99 47.71 5.49 38.02 24.08
20020620 18.58 24.92 0.133 48.47 12.19 37.3 9.01 50.46 6.33 36.71 21.64

20020621 18.19 24.32 0.078 50.18 11.34 43.08 9.13 59.11 6.13 50.21 32.11

20020622 22.09 23.23 0.283 27.66 8.22 26.99 6.11 34.51 1.14 15.76 3.2

20020623 25.22 23.64 0.491 24.1 8.5 22.9 6.08 22.16 -1.58 -0.9 -4.57

20020624 26.38 20.18 0.803 25.91 8.35 28.98 6.83 24.8 -6.2 -21.69 -26.15

20020625 24.65 18.67 0.806 33.44 11.17 34.9 8.24 34.08 -5.98 -6 -14.86

20020626 33.67 25.23 0.349 31.35 12.69 36.71 10.56 36.26 -8.44 -16.07 -27.14

20020627 18.95 13.39 0.487 30.38 6.37 35.77 5.76 29.61 -5.56 -28.77 -35

20020628 12.93 10.61 0.088 31.36 7.61 32.9 4.06 28.72 -2.32 -14.34 -21.75

20020629 13.89 10.16 0.023 36.23 8.46 38.14 5.03 31.89 -3.73 -20.85 -30.48

20020630 22.23 14.55 0.196 39.79 12.03 45.54 8.84 36.02 -7.67 -28.47 -39.19

20020701 29.54 17.54 0.332 42.56 15.09 51.96 12.57 40.69 -12 -36.8 -49.06

20020702 42.15 26.21 0.146 42.94 19.64 55.63 18.1 54.28 -15.94 -22.26 -44.7

20020703 34.03 16.62 0.374 51.61 19.34 70.19 17.56 50.84 -17.41 -50.38 -69.75

20020704 25.06 12.21 0.302 51.72 14.53 69.69 12.96 50.78 -12.85 -49.13 -68.59

20020705 12.59 6.79 0.31 49.06 7.9 61.98 6.18 45.75 -5.8 -40.91 -58.2

20020706

20020707

20020708

20020709

20020710 17.44 7.69 0.511 55.95 10.62 81.67 9.76 55.86 -9.76 -55.75 -81.56

20020711 5.37 5.36 0.017 39.53 3.19 37.75 2.12 40.130 9.27 -4.35

20020712 10.6 9.76 0.052 37.07 7.26 34.08 3.93 31.93 -0.84 1.81 -7.17

20020713 12.4 14.67 0.146 36.77 5.76 33.32 4.56 39.88 2.27 24.28 14.04

20020714 13.83 13.51 0.159 43.46 7.83 44.51 6.01 42.71 -0.33 3.34 -10.74

20020715 18.32 19.56 0.194 27.87 6.14 29.46 5.11 32.2 1.24 12.49 4.92

20020716 15.04 10.69 0.575 37.29 7.2 42.77 5.61 36.88 -4.35 -21.79 -32.02

20020717 18.53 13.08 0.148 39.23 10.43 40.83 7.27 34 -5.45 -20.26 -30.29

20020718 40.95 26.65 0.66 34.93 15.75 44.97 14.3 35.54 -14.3 -35.54 -44.97

20020719 31 24.32 0.65 27.87 11.32 37.87 8.64 29.43 -6.68 -22.18 -31.83

20020720 22.01 14.6 0.64 35.79 8.99 41.88 7.88 33.79 -7.4 -29.99 -38.48

20020721 24.47 15.66 0.326 40.96 12.64 46.91 10.02 37.91 -8.81 -27.34 -38.86

20020722 24.18 16.22 0.282 37.46 10.66 41.97 9.06 35.03 -7.96 -27.22 -35.91

20020723 19.25 12.63 0.317 35.12 7.81 43.08 6.76 34.12 -6.63 -33.62 -42.6

20020724 9.33 8.87 0.434 27.5 3.75 30.33 2.57 32.29 -0.46 3.61 -5.26

20020725 7.15 8.57 0.261 41.25 4.15 35.59 2.95 45.89 1.42 31.67 18.03

20020726 8.8 9.48 0.644 32.6 4.33 32.75 2.87 42.96 0.69 29.61 16.57
20020727 13.9 15.81 0.11 35.97 6.67 33.7

5 41.9 1.9 26.57 14.75

20020728 21.61 21.46 0.158 31.55 8.97 31.97 6.82 32.42 -0.15 1.25 -7.36

20020729 21.7 13.92 0.446 37.06 9.17 47.19 8.04 36.55 -7.78 -35.6 -46.3

20020730 15.14 11.89 0.405 24.29 4.44 29.79 3.68 24.63 -3.25 -22.02 -27.38

20020731 13.6 10.77 0.481 31.24 5.25 40.03 4.25 33.48 -2.82 -23.1 -32.67

20020801 17.85 12.71 0.539 31.63 6.66 38.2 5.65 30.49 -5.15 -28.08 -35.99

20020802 20.15 16.77 0.551 25.47 6.68 26.75 5.13 24.14 -3.38 -13.09 -17.41

20020803 17.04 15.48 0.376 24.18 5.45 24.98 4.12 23.41 -1.55 -5.24 -9.57

20020804 22.52 19.12 0.242 28.38 7.89 33.13 6.39 29.78 -3.4 -11.54 -18.85

20020805 23.83 19.76 0.697 20.47 5.8 26.32 4.88 30.01 -4.07 -7.11 -17.12

20020806 6.23 5.99 0.472 30.13 2.97 29.09 1.88 32.73 -0.24 6.5 -2.5

20020807 4.6 6.75 0.108 64.51 4.32 47.26 2.97 73.03 2.15 65.76 37.97

20020808 5.93 8.94 0.277 55.52 4.54 42.02 3.29 61.833 56.99 36.29

20020809 7.07 10.82 0.168 60.57 6.03 42.88 4.28 64.57 3.75 59.32 36.9

20020810 12.42 16.15 0.125 41.1 6.66 33.63 5.11 43.71 3.73 37.32 26.05

20020811 21.85 22.38 0.419 28.2 8.82 25.86 6.16 29.95 0.53 15.03 8.23

20020812 30.73 33.9 0.124 23.12 9.26 22.02 7.1 24.9 3.18 13.97 9.3

20020813 41.76 38.81 0.352 15.97 8.84 17.42 6.67 16.23 -2.96 -5.71 -8.18

20020814 36.84 26.59 0.435 28.9 12.16 34.99 10.65 28.66 -10.25 -27.05 -33.5

20020815 17.24 16.29 0.208 29.4 7.22 27.98 5.07 29.03 -0.95 5.6 -1.12

20020816 16.53 17 0.314 20.13 5.07 18.79 3.33 19.55 0.47 3.45 0.03

20020817 16.38 14.91 0.489 20.89 4.32 22.02 3.42 20.69 -1.47 -8.43 -11.67

20020818 20.81 17.01 0.42 24.99 6.31 28.3 5.2 24.62 -3.8 -18.6 -23.23

20020819 17.4 17.07 0.363 23.22 5.73 24.03 4.04 25.63 -0.33 1.68 -3.74

20020820 13.7 12.57 0.324 28.2 4.94 28.66 3.86 29.01 -1.14 -3.6 -9.67

20020821 11.2 12.47 0.353 26.94 4.53 24.56 3.02 30.03 1.28 18.96 11.69

20020822 16.12 15.45 0.082 36.3 7.14 37.09 5.85 42.54 -0.67 11.49 0.05

20020823 15.27 15.07 0.162 38.17 7.08 40.26 5.83 45.14 -0.2 13.88 0.57

20020824 10.98 16.08 0.111 66.14 10.48 50.37 7.26 84.52 5.09 73.11 36.63

20020825 10.37 14.19 0.343 49.05 7.04 38.06 5.09 49.89 3.82 38.07 23.6

20020826 12.85 17.45 0.569 44.15 8.21 31.62 5.67 41.41 4.6 33.2 22.35

20020827 12.91 15.33 0.581 28.63 5.25 27.05 3.7 33.54 2.42 24.36 16.39

20020828 7.41 9.04 0.146 48.4 4.67 44.81 3.58 60.97 1.63 40.76 18.73

20020829 5.36 6.54 0.381 44.19 3.41 39.19 2.37 56.09 1.18 40.1 18.44

20020830 7.12 9.99 0.208 54.97 5.72 44.93 3.92 70.61 2.86 56.91 28.15

20020831 8.13 10.56 0.109 41.78 4.23 34.39 3.4 42.95 2.43 33.26 23.12

20020901 5.78 8.25 0.174 50.89 4.02 36.94 2.94 53.31 2.47 47.38 30.31
20020902 6.23 7.75 0.499 40.37 3.33 35.35 2.52 46.39 1.52 32.38 18.65

20020903 14.22 19.69 0.302 48.8 8.68 45.3 6.94 66.95 5.47 57.23 33.59

20020904 14.72 22.95 0.542 56.8 10.2 43.77 8.36 62.14 8.23 61.29 42.88

20020905 6.82 9.43 0.458 44.35 4.27 35.85 3.03 50.32 2.61 45.27 29.94

20020906 7.1 11.03 0.248 57.6 5.98 42.16 4.09 62.73 3.92 61.26 40.41

20020907 9.65 16.86 0.323 77.7 9.9 50.53 7.5 76.86 7.21 73.88 47.29

20020908 12.69 20.43 0.076 70.78 11.74 49.86 8.98 75.62 7.75 67.19 39.33

20020909 19.04 23.53 0.141 36.7 8.13 32.23 6.99 38.77 4.49 28.97 20.55

20020910 21.39 24.05 0.301 36.12 10.44 31.62 7.72 39.03 2.66 19.92 9.43

20020911 9.9 14.05 0.012 55.31 8.12 43.05 5.48 76.98 4.15 66.19 30.4

20020912 5.38 8.5 0.315 64.61 5.09 46.51 3.48 74.9 3.11 69.5 39.4

20020913 12.72 17.18 0.361 40.29 6.94 31.56 5.13 41.16 4.46 38.07 28.11

20020914 18.26 21.64 0.136 31.63 7.85 27.16 5.78 33 3.38 21.08 13.66

20020915 11.49 8.55 0.075 32.33 4.48 37.86 3.72 30.91 -2.94 -23.17 -31.35

20020916 12.02 13 0.522 27.03 4.66 25.74 3.25 29.75 0.98 11.06 3.7

20020917 13.28 18.17 0.533 40.74 7.6 33.04 5.41 46.1 4.89 42.77 29.37

20020918 15.19 23.2 0.609 55.56 9.81 45.32 8.44 65.08 8.01 62.5 42.43

20020919 18.72 23.33 0.048 41.56 10.28 39.5 7.78 58.12 4.61 45.83 25.14

20020920 14.51 16.72 0.179 39.16 7.35 36.81 5.68 49.38 2.2 35.53 20.09

20020921 11.43 14.05 0.336 34.71 4.96 30.97 3.97 38.79 2.61 29.75 20.62

20020922 7.64 10.48 0.451 43.38 4.49 38.76 3.32 57.79 2.84 52.05 32.15

20020923 6.88 10.64 0.172 61.86 5.84 45.16 4.26 67.5 3.76 61.66 38.09

20020924 9.04 16.07 0.197 81.55 8.83 56.58 7.37 90.29 7.03 88.61 54.79

20020925 10.67 18.54 0.222 73.79 9.22 51.98 7.87 78.77 7.87 78.77 51.98

20020926 7.52 10.69 0.405 46 4.39 35.38 3.46 46.9 3.17 42.88 30.71

20020927 5.67 6.43 0.006 65.85 7.54 51.56 3.74 64.04 0.76 35.48 11.06

20020928 9.9 11.41 0.662 23.76 3.28 23.03 2.35 28.79 1.51 20.37 13.81

20020929 10.69 16.08 0.633 53.59 7.31 44.09 5.73 66.91 5.4 64.6 41.47

20020930 13.87 25.07 0.233 85.79 13.64 64.54 11.9 109.62 11.2 105.9 59.88
NMB, % N

11.98 37

8.95 48

-0.8 190

-19.21 40

37.7 41

58.69 232

72.91 43

47.02 41

59.93 200

22.78 40

0.68 37

28.38 233

38.88 35

16.56 32

-10.26 189

-5.42 37

-7.07 34

-25.34 225

-26.04 35

18.38 36

3.15 193

-26.79 35

-37.74 34

-15.36 212

16.79 38

-7.41 39

0.73 180

1.79 36

-18.88 38

0.07 238

6.67 40

34.47 40

36.42 192

33.96 37

17.19 35

36.92 231
34.08 36

33.69 37

5.15 193

-6.28 35

-23.5 36

-24.24 221

-25.07 35

-29.35 41

-17.95 180

-26.88 36

-34.52 37

-40.62 221

-37.81 34

-51.16 36

-51.27 197

-46.06 39

-55.94 191

-0.09 35

-7.97 37

18.28 229

-2.36 37

6.78 36

-28.94 185

-29.4 38

-34.93 37

-21.55 235

-33.63 37

-36.01 38

-32.92 183

-34.43 39

-4.98 41

19.85 235

7.8 47
13.7 42

-0.7 202

-35.85 42

-21.47 40

-20.77 238

-28.83 39

-16.76 39

-9.12 198

-15.11 35

-17.08 37

-3.86 240

46.81 40

50.63 42

52.99 185

30.03 37

2.4 39

10.34 235

-7.08 37

-27.82 41

-5.53 198

2.84 43

-8.96 41

-18.27 240

-1.88 40

-8.29 37

11.4 199

-4.15 38

-1.29 40

46.38 242

36.88 40

35.84 37

18.75 193

22.04 39

21.96 39

40.22 228

29.87 42

42.67 41
24.38 192

38.5 39

55.87 40

38.19 231

55.23 43

74.74 40

61.07 195

23.61 40

12.42 38

41.89 230

57.8 40

35.06 40

18.51 200

-25.62 39

8.16 42

36.86 223

52.77 40

24.62 40

15.18 181

22.86 47

37.19 40

54.68 225

77.74 38

73.79 39

42.15 201

13.32 43

15.27 40

50.5 232

80.8 36
obs avg, ug/m3 CMAQ avg, ug/m3 R^2 NME, % RMSE, ug/m3 FE, % MAGE, ug/m3 MNGE, % MB, ug/m3 MNB, % MFB, %

0900100101 12.86 12.26 0.37 35.7 6.62 34.46 4.59 33.65 -0.6 3.58 -5.35

0900100102 11.9 11.09 0.457 37.84 6.66 36.94 4.5 37.34 -0.82 8.88 -0.58

0900101131 12.19 12.2 0.38 36.41 6.32 33.79 4.44 33.91 0.01 8.43 -0.19

0900101137 10.79 13.29 0.561 43.73 6.28 45.12 4.72 66.69 2.5 53.85 29.11

0900111231 12.13 11.7 0.455 34.97 6.23 35.1 4.24 33.07 -0.43 -0.32 -9.67

0900121241 12.66 12.37 0.359 38.79 6.99 38.31 4.91 38.03 -0.3 4.87 -5.8

0900130051 12.32 11.46 0.46 34 6.04 33.71 4.19 31.92 -0.86 -1.71 -9.36

0900190031 12.23 10.96 0.441 34.46 6.24 35.84 4.22 32.28 -1.27 -5.26 -14.26

0900310031 11.75 12.47 0.5 33.9 6.45 33.33 3.98 36.87 0.72 16.08 6.3

0900310181 12.67 11.95 0.347 32.43 6.23 34.67 4.11 33.11 -0.72 0.84 -8.5

0900310188 10.1 12.52 0.524 47.1 6.38 45.89 4.76 64.36 2.41 49.09 26.27

0900500057 9.48 9.97 0.62 40.36 5.59 42.41 3.83 59.49 0.49 39.63 17.21

0900900181 16.08 12.43 0.492 35.49 7.61 44.34 5.71 36.78 -3.65 -20.41 -31.75

0900900182 15.82 10.58 0.466 39.65 8.4 51.75 6.27 39.42 -5.24 -33.66 -47.02

0900911231 12.21 11.95 0.362 37.25 6.78 35.64 4.55 34.63 -0.26 3.08 -6.45

0900911232 12.95 10.73 0.348 38.71 7.61 37.47 5.01 33.05 -2.22 -7.05 -16.13

0900921231 13.01 11.55 0.402 34.12 6.59 36.35 4.44 32.55 -1.45 -6.26 -15.54

0900921232 12.54 10.4 0.434 38.99 6.97 43.4 4.89 40.37 -2.14 -2.13 -13.6

0900990051 11.39 11.65 0.384 39.8 6.39 38.29 4.53 40.12 0.26 12.42 1.28

0901130021 11.49 10.74 0.382 35.81 6.13 33.73 4.11 31.92 -0.74 -0.44 -8.51

1000100021 15.13 14.35 0.533 32.6 6.73 34.3 4.93 37.76 -0.78 8.53 -2.02

1000100031 15.02 13.32 0.665 27.29 5.88 30.92 4.1 29.09 -1.71 -3.65 -10.29

1000310031 15.5 15.64 0.572 31.69 6.33 32.05 4.91 35.18 0.14 13.97 5.56

1000310071 16.88 15.3 0.464 32.31 7.19 33.08 5.45 31.85 -1.58 0.52 -6.89

1000310121 16.62 14.74 0.507 31.97 7.52 32.25 5.31 31.86 -1.88 1.25 -6.06

1000310122 16.87 16.51 0.786 25.62 5.45 27.6 4.32 29.83 -0.36 8.1 2.46

1000320041 16.25 14.75 0.418 31.3 7.37 30.48 5.09 29.75 -1.5 1.42 -5.38

1000320042 16.62 15.63 0.693 27.1 6 26.6 4.5 27.06 -0.99 2.85 -2.14

1000510021 15.71 15.34 0.501 31.85 6.95 32.91 5 37.77 -0.38 12.21 1.57

1100100411 18.6 17.72 0.51 27.65 7.53 27.53 5.14 28.73 -0.87 6.92 0.91

1100100412 21.43 19.72 0.438 27.87 11.06 26.66 5.97 27.07 -1.71 7.69 1.27

1100100421 19.73 19.22 0.582 24.9 6.45 25.87 4.91 27.29 -0.51 8.22 2.91

1100100431 18.18 17.81 0.516 29.11 7.12 29.9 5.29 32.86 -0.37 11.68 4.08

1100100432 19.79 19.44 0.674 26.68 7.03 29.33 5.28 32.36 -0.35 12.95 5.6

2300100111 10.18 9.88 0.652 33.21 4.73 36.04 3.38 37.81 -0.3 11.91 1.97

2300300131 9.85 5.07 0.534 50.69 6.68 74.61 4.99 50.85 -4.77 -48.35 -72.41
2300300132 10.02 4.12 0.41 58.86 8.03 91.51 5.9 58.91 -5.9 -58.91 -91.51

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5101300201 18.76 18.44 0.543 26.9 6.48 27.81 5.05 29.85 -0.31 10 4.03

5103600021 15.42 13.34 0.252 32.54 6.75 31.89 5.02 29.92 -2.08 -4.81 -11.52

5104100031 16.18 14.7 0.23 32.35 6.25 33.42 5.23 33.4 -1.48 -0.34 -7.49

5105900301 16.37 16.91 0.507 31.07 6.56 32.57 5.09 39.89 0.53 20.39 9.3

5105910051 17.48 17.42 0.542 26.31 6.02 26.95 4.6 29.71 -0.06 11.7 5.31

5105950011 18.33 17.51 0.509 27.06 6.51 27.49 4.96 27.97 -0.82 5.31 -0.26

5108700141 16.72 17.79 0.323 30.77 6.57 29.19 5.14 34.87 1.07 18.08 9.82

5108700151 16.77 14.18 0.407 29.04 6.23 30.38 4.87 28.96 -2.59 -6.84 -13.01

5110710051 18.25 16.65 0.512 28.08 6.47 29.95 5.12 29.7 -1.6 0.6 -5.69

5113900041 17.33 16.14 0.405 34.84 7.68 35.15 6.04 35.87 -1.19 2.2 -6.63

5152000061 17.77 17.04 0.317 30.96 6.74 31.26 5.5 34.6 -0.73 9.391

5155000121 12.86 12.43 0.332 33.9 6.03 32.51 4.36 34.49 -0.43 8.59 0.22

5165000041 13.15 15.1 0.289 36.92 6.14 35.79 4.85 45.01 1.95 26.92 14.03

5168000141 18.7 15.54 0.453 25.22 6.49 25.32 4.72 23.01 -3.16 -8.48 -12.9

5170000131 14 14.13 0.264 27.37 5.49 26.62 3.83 30.06 0.13 11.7 4.39

5171000241 14.9 13.69 0.29 29.91 6.94 28.77 4.46 28.87 -1.21 2.92 -3.45

5176000201 15.92 14.53 0.393 31.55 6.86 31.93 5.02 33.96 -1.39 4.22 -4.13

5177000141 18.82 15.03 0.472 28.58 7.09 29.84 5.38 27.68 -3.79 -9.86 -15.77

5177500101 20.68 13.76 0.313 36.92 9.92 40.8 7.64 33.05 -6.92 -25.31 -34.1

5181000081 13.82 12.18 0.397 28.68 6.87 28.31 3.96 27 -1.63 -2.22 -8.42
NMB, % N

-4.69 42

-6.87 22

0.08 45

23.16 135

-3.56 41

-2.36 40

-7.01 43

-10.4 39

6.11 104

-5.69 42

23.9 135

5.2 65

-22.7 118

-33.1 19

-2.16 37

-17.14 20

-11.17 42

-17.1 20

2.27 44

-6.47 41

-5.15 45

-11.36 45

0.9 45

-9.35 38

-11.34 130

-2.13 22

-9.26 126

-5.94 31

-2.39 45

-4.7 132

-7.98 23

-2.6 41

-2.04 133

-1.76 22

-2.94 43

-48.48 44
-58.86 13

-26.4 42

-18.11 15

-11.78 39

-12.92 18

-15.8 20

5.29 42

-15.18 125

-14.17 21

-1.07 10

-16.69 21

-14.71 20

-25.75 22

-15.62 44

-11.15 17

-22.83 18

-12.97 21

-13 43

-8.31 42

-10.84 45

-14.11 40

-9.94 20

-13.3 44

6.63 132

-7.2 37

-9.9 32

-1.73 42

-23.77 17

-25.4 6

11.63 23

-17.8 43

-6.87 14

-6.94 43

-2.44 43

-10.18 45

1.64 35

-2.84 112
8.96 18

-1.44 122

-1.55 43

-29.6 36

-4.32 44

-0.06 43

19.35 41

18.85 30

23.94 22

8.48 85

-9.43 110

-5.5 34

2.65 41

4.83 38

20.65 33

11.83 39

33.64 45

30.64 44

9.32 43

24.4 29

30.95 42

34.66 96

45.74 30

47.12 101

32.39 41

-1.66 40

-3.03 124

-3.72 38

-4.31 40

-9.68 23

-6.8 21

-19.3 22

-23.51 44

-22.88 22

-17.3 14

20.11 45

19.32 20
19.08 45

-15.38 15

-9.99 44

-22.92 6

2.79 45

10.18 45

-21.46 21

-22.44 41

27.96 45

7.25 44

14.25 20

18.43 43

27.66 44

24.16 43

36.2 21

9.58 42

45.86 44

51.1 22

0.81 37

1.98 40

3.63 36

-2.18 43

-5.58 42

-7.59 42

15.58 43

1.5 122

12.33 20

33.79 41

22.75 54

5.28 44

-0.79 43

52.15 45

68.61 45

111.24 129

116.46 42

-26.13 38

-27.01 40
13.37 44

0.41 39

-18.59 42

-17.78 45

-42.31 117

66.03 38

75.82 45

70.03 44

22.4 33

11.99 39

12.59 41

36.3 44

15.45 43

22.62 44

103.45 45

100.16 45

35.26 43

119.42 44

60.49 43

-11.63 35

-26.05 42

-9.87 41

-28.81 39

-18.87 45

-20.86 37

0.66 43

44.75 44

45.1 129

9.1 44

32.54 45

-36.22 27

-20.75 44

-30.23 119

17.25 44

12.42 45

-3.85 127

-4 126
-5.57 40

-24.57 134

4.67 38

-9.79 19

0.03 20

-5.78 37

-5.61 18

-21.26 43

-16 39

-1.11 19

-3.94 21

-23.4 43

4.82 41

1.25 42

-28.78 45

-6.99 93

-9.82 38

-9.24 133

-5.26 131

-0.87 43

-30.02 99

-26.31 131

15.09 42

6.89 112

-15.72 85

-19.75 118

0.62 43

-2.98 120

-15.46 42

6.45 122

8.11 43

6.55 43

27.21 45

15.37 129

-31.3 42

-17.05 44

-5.16 95
-22.46 43

-4.35 43

-14 45

8.5 129

-0.05 21

-16.85 43

-13.11 43

4.84 127

39.58 17

39.74 41

-37.65 43

-37.53 44

-24.22 45

-24.92 45

-34.94 45

-27.96 43

-1.67 45

-13.47 42

-9.15 42

3.26 133

-0.36 38

-4.46 41

6.39 41

-15.43 44

-8.76 43

-6.84 42

-4.08 42

-3.38 126

14.81 41

-16.9 40

0.9 43

-8.15 44

-8.75 131

-20.14 45

-33.47 43

-11.83 40
obs avg, ug/m3 CMAQ avg, ug/m3 R^2 NME, % RMSE, ug/m3 FE, % MAGE, ug/m3 MNGE, % MB, ug/m3 MNB, % MFB, %

20020515 8.51 8.08 0.261 35.78 3.82 39.54 3.05 38.47 -0.43 -1.48 -12.28

20020516 15.43 17.58 0.182 33.47 7.53 30.15 5.16 33.33 2.15 14.98 6.47

20020517 13.03 14.51 0.598 28.63 5.21 29.44 3.73 31.49 1.48 10.21 2

20020518 4.78 4.67 0.168 37.55 2.38 39.41 1.79 44.11 -0.11 9.36 -5.05

20020519 6.34 9.16 0.302 52.88 4.79 38.87 3.35 57.81 2.82 49.71 29.41

20020520 7.89 12.29 0.402 61.78 6.56 44.38 4.87 80.56 4.41 74 36.7

20020521 7.03 11.63 0.247 69.38 6.56 51.06 4.88 120.67 4.6 115.47 44.51

20020522 9.4 15.18 0.158 75.03 9.3 52.69 7.05 82.39 5.78 75.66 44.08

20020523 14.97 22.08 0.167 57.38 10.34 44.35 8.59 60.39 7.11 54 36.51

20020524 23.13 28.29 0.436 31.86 9.11 28.1 7.37 33.12 5.17 22.86 16.03

20020525 8.95 9.71 0.554 32.74 4.01 34.23 2.93 48.28 0.76 24.21 4.98

20020526 13.88 21.87 0.265 71.3 12.37 52.89 9.89 75.14 7.99 60.59 33.76

20020527 17.33 29.99 0.291 78.38 17.34 50.63 13.59 77.04 12.65 70.35 42.59

20020528 18.32 22.64 0.421 29.95 7.41 24.67 5.49 30.24 4.32 23.73 17.51

20020529 20.31 21.25 0.355 28.36 7.2 27.63 5.76 28.21 0.94 3.5 -1.92

20020530 17.24 19.04 0.095 37.52 9.04 32.57 6.47 35.77 1.8 12.59 3.04

20020531 16.86 14.73 0.353 27.35 5.75 28.94 4.61 26.76 -2.13 -8.59 -13.68

20020601 16.37 12.68 0.455 30.95 6 41.33 5.07 32.02 -3.68 -24.73 -34.89

20020602 11.91 10.01 0.523 32.18 4.51 42.02 3.83 34.23 -1.9 -20.78 -30.79

20020603 7.3 8.63 0.185 49.6 5.54 41.29 3.62 53.95 1.33 27.03 7.08

20020604 10.83 12.07 0.268 34.03 4.58 33.79 3.69 38.66 1.24 19.44 9.87

20020605 17.9 14.42 0.353 28.66 6.28 34.18 5.13 28.27 -3.48 -19.64 -26.88

20020606 11.27 8.92 0.453 32.27 4.58 42.39 3.64 33.59 -2.35 -24.23 -34.38

20020607 6.8 6.23 0.127 32.55 2.74 35.42 2.21 32.31 -0.57 -4.51 -12.62

20020608 9.56 12.15 0.144 50.81 6.38 41.79 4.86 54.3 2.59 35.74 18.32

20020609 18.82 18.49 0.355 24.73 7.15 23.58 4.65 23.42 -0.33 2.56 -1.79

20020610 18.63 20.14 0.673 26.89 6.47 30.36 5.01 43.63 1.5 27.18 10.9

20020611 32.79 29.97 0.593 21.48 9.69 25.92 7.04 25.03 -2.82 -3.99 -9.3

20020612 23.82 21.04 0.754 25.09 7.22 42.83 5.98 61.16 -2.78 12.64 -21.83

20020613 10.36 13.39 0.374 45.86 5.99 39.69 4.75 54.3 3.03 37.79 19.6

20020614 8.04 9.44 0.506 33.94 3.92 31.23 2.73 39.85 1.41 23.5 11.81

20020615 8.73 12.36 0.404 59.19 7.51 49.14 5.17 66.52 3.63 47.33 22.12

20020616 11.11 17.61 0.558 64.32 9.79 47.7 7.15 77.14 6.5 67.05 34.4

20020617 11.73 16.57 0.494 48.44 7.68 37.13 5.68 48.62 4.83 40.15 26.89

20020618 13.05 15.79 0.477 33.02 5.71 30.52 4.31 38.61 2.73 24.87 14.22

20020619 17.41 26.45 0.614 60.01 13.44 41.47 10.44 55.41 9.05 46.18 30.22
20020620 19.51 32.33 0.264 80.04 19.52 52.48 15.62 76.84 12.82 64.1 36.88

20020621 18.96 29.99 0.004 71.79 17.94 51.07 13.61 81.94 11.03 73.56 41.06

20020622 24.48 26.95 0.144 33.98 10.71 31.78 8.32 33.85 2.47 14.54 6.08

20020623 27.16 25.57 0.317 26.46 9.95 26.81 7.19 25.31 -1.59 -1.96 -7.23

20020624 24.78 19.86 0.626 27.36 8.95 33.03 6.78 28.53 -4.92 -14.23 -21.33

20020625 24.26 20.88 0.54 33.91 11.33 35.06 8.23 38.43 -3.38 6.06 -5.51

20020626 36.22 29.59 0.6 23.24 10.5 27.11 8.42 23.15 -6.62 -18.64 -22.93

20020627 19.44 15.34 0.446 26.94 6.09 31.84 5.24 27.42 -4.1 -21.09 -26.57

20020628 12.42 11.94 0.219 35.81 5.62 37.78 4.45 39.02 -0.48 -0.68 -12.09

20020629 12.57 12.47 0.271 32.13 5.25 31.83 4.04 32.03 -0.1 -0.9 -8.53

20020630 19.68 15.28 0.176 35.07 9.3 36.79 6.9 31.39 -4.39 -17.04 -24.71

20020701 30.53 20.57 0.303 35.09 13.28 41.54 10.71 33.02 -9.96 -30.21 -38.9

20020702 42.62 28.63 0.231 36.09 17.93 45.8 15.38 35.47 -13.98 -32.46 -42.97

20020703 34.58 19.82 0.188 42.83 17.4 57.35 14.81 42.26 -14.77 -42.13 -57.22

20020704 27.59 13.65 0.208 50.51 15.92 68.44 13.93 49.06 -13.93 -49.06 -68.44

20020705 11.71 7.48 0.037 54.69 8.03 63.15 6.4 51.25 -4.23 -24.05 -42.91

20020706

20020707

20020708

20020709

20020710 17.38 8.84 0.441 49.58 10.25 71.89 8.61 51.23 -8.53 -45.83 -68.64

20020711 7.21 7.08 0.07 60.32 6.15 53.53 4.35 59.5 -0.12 16.79 -6.85

20020712 12.79 12.63 0.12 42.36 8.82 38.44 5.42 38.37 -0.16 6.25 -5

20020713 13.57 16.76 0.138 44.04 7.5 37.86 5.97 45.3 3.19 27.56 15.46

20020714 14.6 18.75 0.116 51.12 9.81 43.46 7.46 53.49 4.15 32.59 15.71

20020715 20.97 22.93 0.255 25.94 7.13 25.03 5.44 27.61 1.96 12.76 7.22

20020716 14.14 11.5 0.185 42.61 7.69 46.8 6.02 46.91 -2.64 -3.73 -19.5

20020717 19.84 16.36 0.21 38.74 9.75 40.76 7.69 37.02 -3.48 -11 -21.48

20020718 39.38 25.06 0.672 36.37 16.29 46.82 14.32 36.83 -14.32 -36.83 -46.82

20020719 33.69 29.41 0.576 27.35 11.39 34.94 9.21 29.75 -4.28 -12.84 -20.6

20020720 19.48 14.5 0.49 29.49 7.23 34.83 5.74 28.6 -4.97 -22.97 -29.91

20020721 17.69 15.29 0.133 39.49 9.07 40.02 6.99 37.71 -2.4 -2.27 -12.55

20020722 23.51 17.8 0.051 34.95 10.18 37.06 8.22 31.72 -5.71 -18.47 -25.89

20020723 21.76 14.96 0.405 33.11 8.65 41.56 7.2 32.39 -6.8 -30.57 -39.81

20020724 7.95 10.97 0.294 58.69 6.25 49.31 4.67 83.63 3.02 63.04 23.84

20020725 7.11 9.82 0.126 59.46 5.36 46.93 4.23 64.91 2.71 49.48 27.41

20020726 8.56 11.59 0.296 55.98 6.72 45.57 4.79 69.65 3.04 55.84 28.8
20020727 14.58 17.75 0.094 46.17 8.84 38.28 6.73 48.98 3.17 32 17.63

20020728 22.95 25.94 0.455 36.53 10.82 34.06 8.38 35.79 2.99 9.85 1.38

20020729 25.62 17.13 0.461 35.04 10.78 45.57 8.98 35.16 -8.49 -33.24 -43.75

20020730 16.6 13.38 0.467 26.52 5.21 33.22 4.4 28.65 -3.22 -18.16 -25.19

20020731 14.21 13.4 0.328 39.95 7.03 43.97 5.68 42.13 -0.81 -8.32 -20.49

20020801 21.01 15.5 0.513 31.95 7.74 40.96 6.71 33.65 -5.51 -25.03 -34.17

20020802 23.45 20.5 0.56 28.12 8.05 30.5 6.6 27.37 -2.96 -13.01 -18.5

20020803 18.26 17.34 0.466 26.78 6.06 28.26 4.89 28.1 -0.92 -2.19 -7.78

20020804 22.28 23.47 0.499 27.36 8.03 27.35 6.1 27.62 1.19 4.42 -1.29

20020805 25.25 24.17 0.484 24.25 8.21 25.84 6.12 23.94 -1.07 -6.09 -11.07

20020806 5.3 7.32 0.098 67.78 5.31 49.6 3.59 81.33 2.02 61.32 24.29

20020807 4.86 8.41 0.13 88.33 6.57 53.66 4.29 100.63 3.55 85.91 35.93

20020808 6.19 10.57 0.213 82.96 7.43 50.85 5.14 89.53 4.38 78.32 37.25

20020809 8.67 13.09 0.234 63.27 7.75 43.77 5.48 64.37 4.42 53.22 30.55

20020810 13.65 17.71 0.191 44.24 7.48 35.43 6.04 43.71 4.06 34.03 23.61

20020811 20.75 23.66 0.324 31.44 9.07 28.04 6.52 34.86 2.91 24.23 15.94

20020812 32.16 36.86 0.14 25.04 10.17 23.21 8.05 26.52 4.71 17.44 12.68

20020813 43.34 39.98 0.417 17.41 9.7 18.6 7.54 17.18 -3.37 -6.91 -9.42

20020814 38.07 28.61 0.352 28.41 12.41 34.56 10.82 29.41 -9.46 -22.4 -29.03

20020815 19.51 18.91 0.107 36.56 8.89 35.18 7.13 38.25 -0.6 9.5 -0.35

20020816 19.08 21.56 0.36 35.09 8.67 30.62 6.69 33.78 2.48 12.69 5.88

20020817 19.29 19.33 0.682 22.13 5.69 21.6 4.27 21.89 0.04 0.57 -3.08

20020818 21.84 20.68 0.495 26.87 7.38 27.14 5.87 26.03 -1.15 -7.12 -11.76

20020819 16.32 18.47 0.385 34.98 7.89 31.82 5.71 38.65 2.14 17.58 6.69

20020820 12.88 14.63 0.319 38.67 7.01 34.66 4.98 41.77 1.76 16.79 4.6

20020821 10.94 13.93 0.205 41.82 6.56 34.85 4.57 46.28 2.99 34.19 20.28

20020822 15.91 17.74 0.012 44.69 9.35 38.67 7.11 48.25 1.83 23.69 8.9

20020823 14.58 17.94 0.378 43.97 8.42 37.81 6.41 49.2 3.36 29.6 13.82

20020824 10.25 19.8 0.078 106.09 14.83 66.98 10.88 137.25 9.55 128.44 56.25

20020825 9.73 15.59 0.316 66.12 10.01 42.61 6.43 67.74 5.86 61.12 33.92

20020826 12.76 19.81 0.45 61.85 11.31 40.98 7.89 62.53 7.05 55.55 32.78

20020827 13.63 17.68 0.448 41.67 8.91 28.92 5.68 37.54 4.05 28.5 18.64

20020828 7.19 10.74 0.223 64.98 6.56 48.4 4.67 77.21 3.55 62.46 29.71

20020829 5.67 8.79 0.182 77.38 5.73 56.98 4.38 98.95 3.12 82.24 36.13

20020830 8.3 12.54 0.194 66.81 7.82 48.74 5.54 73.43 4.25 56.6 27.8

20020831 9.84 12.45 0.371 37.7 4.67 32.29 3.71 40.69 2.61 31.09 21.07

20020901 6.979 0.116 45.72 3.99 42.05 3.19 63.86 2.03 49.44 24.62
20020902 6.7 8.1 0.318 45.6 3.83 40.47 3.05 51.5 1.41 33.15 17.92

20020903 14.07 20.2 0.355 54.56 10.87 45.52 7.67 75.26 6.13 66.11 34.54

20020904 16.75 27.38 0.597 65.22 15.46 43.17 10.93 63.81 10.62 60.62 39.63

20020905 7.42 11.25 0.304 63.55 6.83 44.93 4.71 70.42 3.84 60.27 31.82

20020906 8.67 15.12 0.385 79.1 10.11 47.85 6.86 78.84 6.44 73.34 41.65

20020907 12.63 23.09 0.692 87.68 14.52 53.11 11.07 81.63 10.46 75.58 45.95

20020908 13.48 24.53 0.035 94.24 16.26 59.94 12.7 97.56 11.05 89.21 49

20020909 21.21 32.86 0.185 68.35 19.66 47.06 14.49 69.34 11.66 58 33.68

20020910 21.68 25.51 0.164 47.6 13.27 43.22 10.32 56.6 3.84 33.69 15.15

20020911 10.83 17.09 0.014 79.02 11.61 57.62 8.56 101.1 6.26 84.5 37.33

20020912 6.3 10.15 0.186 71.35 7.2 47 4.49 90.17 3.86 79.37 32.65

20020913 14.68 20.2 0.445 42.77 8.67 31.89 6.28 41.49 5.51 37.01 26.63

20020914 19.78 25.5 0.214 39.96 10.61 31.13 7.91 39.79 5.71 29.92 20.01

20020915 13.51 11.35 0.212 29.87 5.23 33.52 4.03 29.01 -2.15 -14.69 -21.61

20020916 12.77 15.21 0.499 36.41 6.53 33.57 4.65 38.53 2.43 18.96 8.59

20020917 13.32 20.55 0.303 62.01 11.07 44.29 8.26 64.04 7.23 57.41 35.88

20020918 13.86 22.7 0.374 66.92 11.44 50.1 9.27 76.98 8.85 74.04 46.76

20020919 16.08 27.790 86.75 17.41 59.84 13.95 102.08 11.71 93.02 49.12

20020920 15.58 18.65 0.037 47.28 9.58 39.84 7.37 53.41 3.06 38.32 21.31

20020921 12.67 15.23 0.159 37.94 6.51 32.34 4.81 39.8 2.55 26.28 16.06

20020922 8.38 12.02 0.197 58.62 6.35 46.5 4.91 68.33 3.64 55.07 29.95

20020923 7.07 13.6 0.141 100.58 9.33 61.88 7.11 107.77 6.53 100.91 53.87

20020924 9.94 19.43 0.199 99.33 12.36 60.75 9.87 103.22 9.49 100.99 58.28

20020925 10.82 21.52 0.113 100.56 12.8 62.96 10.88 104.21 10.71 103.28 61.9

20020926 8.51 12.29 0.251 50.79 5.17 41.1 4.32 57.38 3.78 52.24 35.15

20020927 6.5 7.67 0.227 46.8 4.5 42.93 3.04 61.1 1.16 36.82 11.23

20020928 10.17 11.88 0.611 29.24 4.07 27.08 2.97 32.24 1.71 17.18 9.66

20020929 10.79 17.38 0.366 69.01 9.84 51.6 7.45 87.77 6.58 80.91 43.62

20020930 14.63 26.59 0.081 91.3 16.46 63.29 13.36 111 11.95 104.5 55.22
NMB, % N

-5.05 50

13.94 50

11.35 50

-2.29 50

44.56 50

55.85 50

65.48 50

61.51 50

47.52 49

22.35 51

8.48 51

57.6 51

72.99 51

23.57 51

4.63 51

10.45 50

-12.64 50

-22.5 49

-15.99 48

18.19 51

11.47 51

-19.42 51

-20.89 52

-8.38 53

27.08 53

-1.73 53

8.07 53

-8.59 54

-11.68 53

29.25 53

17.51 54

41.55 53

58.47 53

41.19 55

20.94 55

51.97 54
65.69 54

58.15 55

10.09 54

-5.87 51

-19.84 52

-13.95 51

-18.29 51

-21.1 50

-3.85 51

-0.82 50

-22.33 50

-32.61 52

-32.81 52

-42.7 52

-50.51 51

-36.14 50

-49.11 52

-1.72 51

-1.27 51

23.52 49

28.4 49

9.36 49

-18.65 51

-17.54 51

-36.37 52

-12.7 51

-25.54 51

-13.56 51

-24.3 52

-31.26 53

38.03 53

38.19 53

35.51 53
21.72 52

13.04 51

-33.13 52

-19.39 52

-5.7 52

-26.21 52

-12.62 52

-5.06 52

5.33 50

-4.26 49

38.1 48

73.1 50

70.65 50

51.06 50

29.71 50

14 50

14.64 50

-7.77 49

-24.86 50

-3.08 51

12.98 49

0.21 49

-5.29 49

13.12 49

13.63 49

27.36 49

11.47 49

23.04 49

93.19 46

60.25 45

55.22 46

29.7 46

49.29 46

55.09 46

51.15 46

26.5 46

29.12 46
21.01 46

43.6 48

63.4 49

51.76 48

74.33 48

82.85 49

82.01 49

54.98 49

17.71 49

57.79 49

61.26 50

37.55 52

28.86 51

-15.95 52

19.05 52

54.26 52

63.83 52

72.8 51

19.64 51

20.13 50

43.42 50

92.45 52

95.47 51

98.95 52

44.47 52

17.9 51

16.78 51

61 50

81.7 52
obs avg, ug/m3 CMAQ avg, ug/m3 R^2 NME, % RMSE, ug/m3 FE, % MAGE, ug/m3 MNGE, % MB, ug/m3 MNB, % MFB, %

0900101133 10.87 13.29 0.556 43.46 6.3 44.67 4.73 65.12 2.42 51.93 28.21

0900310187 10.17 12.53 0.523 46.58 6.36 45.38 4.74 63.03 2.36 47.59 25.51

0900500053 9.67 10.16 0.597 42.19 5.79 45.56 4.08 66.38 0.49 45.22 18.15

1000320043 19.77 14.93 0.472 32.59 9.19 35.85 6.44 30.11 -4.84 -17.48 -25.19

1000320044 13.2 15.3 0.611 27.78 4.75 24.67 3.67 27.65 2.1 14.74 9.7

2300100113 11.32 10.31 0.645 27.58 4.82 29.35 3.12 27.74 -1.02 -2.24 -9.1

2300500273 9.38 11.06 0.661 40.21 4.98 44.77 3.77 66.88 1.68 53.64 28.46

2301900023 11.19 8.95 0.746 26.04 4.22 31.46 2.91 26.05 -2.24 -17.96 -24.44

2451000403 19.6 18.07 0.455 31.59 9.21 31.73 6.19 33.51 -1.54 7.43 -0.37

2502500423 17.99 18.14 0.404 37.91 8.98 39.83 6.82 53.02 0.15 27.52 8.23

2502500433 18.09 19.01 0.37 42.84 10.13 43.78 7.75 60.95 0.92 39.01 15.94

3300900083 10.36 8.17 0.626 34.69 5.5 36.23 3.59 32.76 -2.19 -7.87 -16.68

3301100203 8.37 13.37 0.495 76.2 7.53 74.34 6.38 193.08 5.01 186.13 66.02

3400300043 16.96 18.81 0.458 35.58 9.44 30.86 6.03 34.27 1.85 8.89 0.1

3400700033 16.67 15.38 0.518 31.71 7.27 31.11 5.29 32.37 -1.29 5.2 -2.15

3401300163 16.15 17.7 0.376 37.4 8.22 34.16 6.04 40.68 1.55 20.83 9.65

3402300063 14.68 13.58 0.442 34.39 6.97 34.86 5.05 36.76 -1.11 5.86 -3.99

3403900043 17.88 16.74 0.398 33.73 8.11 33.6 6.03 35.93 -1.14 5.55 -4.09

3600501103 17.84 32.04 0.37 82.29 17.11 63.02 14.68 109.94 14.2 108.58 61.5

3600501123 17.91 33.16 0.483 86.73 17.66 65.94 15.53 114.18 15.25 113.28 64.96

3600501133 18.51 32.42 0.469 76.83 16.48 60.66 14.22 102.99 13.91 102.05 59.64

3602900053 19.43 14.14 0.647 33.58 8.78 36.88 6.52 31.17 -5.29 -19.88 -27.4

3603100033 11.39 5.56 0.742 51.45 7.5 71.69 5.86 50.58 -5.83 -50 -71.18

3604701183 17.44 24.59 0.267 54.92 11.93 47.89 9.58 71.69 7.16 65.31 40

3604701213 17.54 24.68 0.41 48.68 10.74 42.46 8.54 63.63 7.14 59.08 37.45

3605560013 15.98 14.94 0.651 26.34 6.01 28.28 4.21 29.27 -1.03 1.11 -5.66

3605900053 15 15.85 0.578 30.33 6.2 28.56 4.55 32.1 0.86 14.1 7.02

3606100623 18.38 21.13 0.429 34.42 8.39 32.14 6.33 39.93 2.75 27.03 16.85

3606101153 18.48 23.98 0.483 42.44 10.7 35.77 7.84 47.5 5.5 36.51 22.47

3606101173 17.69 24.86 0.405 48.83 10.78 43.81 8.64 67.7 7.17 62.84 38.41

3606101193 18.04 32.4 0.423 80.69 17.03 61.34 14.55 105.52 14.36 104.95 60.73

3606101233 17.8 20.56 0.392 34.59 8.25 32.7 6.16 41.65 2.76 28.97 17.77

3606101253 19.69 20.52 0.198 45.91 12.42 43.35 9.04 53.58 0.83 30.03 12.64

3606101263 16.23 20.99 0.561 35.56 8.41 28.41 5.77 36.93 4.76 31.51 22.55

3606101303 18.03 21.12 0.541 26.99 7.52 22.87 4.87 28.62 3.1 20.47 14.01

3606320083 17.52 13.7 0.601 32.13 7.71 35.97 5.63 32.07 -3.82 -14.08 -22.22
3608101163 18.06 32.42 0.448 81.18 16.94 62.37 14.66 105.19 14.35 104.24 61.32

3608101203 17.56 32.42 0.397 87.28 17.61 65.28 15.33 112.48 14.86 111.15 63.77

3608101243 15.99 20.15 0.562 39.93 8.37 34.84 6.38 45.57 4.16 37.26 25.12

3608501113 15.93 16.81 0.388 34.4 7.31 32.88 5.48 37.73 0.87 15.48 5.71

3608501143 17.01 16.68 0.456 29.7 6.81 29.81 5.05 32.1 -0.32 7.6 0.15

3610300091 13.47 12.83 0.526 32.27 5.86 34.24 4.35 34.72 -0.64 0.63 -8.11

3610300101 13.61 12.94 0.513 31.38 6.17 31.69 4.27 30.61 -0.67 -2.19 -9.12

3611920043 15.33 16.51 0.402 38.8 8.82 36.73 5.95 41.69 1.18 15.25 2.67

4200100013 18.13 16.1 0.514 31.06 7.62 34.12 5.63 32.13 -2.02 -5.74 -13.8

4200300083 19.44 19.27 0.607 29.86 7.63 33.31 5.8 43.02 -0.17 22.38 8.6

4200300643 25.08 19.29 0.535 36.51 12.66 38.06 9.16 36.18 -5.79 -4.85 -14.31

4200500013 19.01 15.25 0.724 27.51 7.29 30.58 5.23 26.43 -3.76 -14.52 -20.36

4209580003 18.56 17.66 0.547 30.05 7.55 29.41 5.58 29.7 -0.9 3.41 -2.78

5000700123 13.05 8.35 0.628 38.58 6.72 46.33 5.03 35.76 -4.7 -30.78 -42.1

5002100023 10.42 7.69 0.708 34.98 5.63 37.87 3.64 33.53 -2.73 -11.27 -20.79

5105910053 16.26 17.22 0.503 35.22 7.26 37.8 5.73 51.57 0.97 33 15.59

5108700143 17.35 16.54 0.436 27.89 6.61 27.68 4.84 28.42 -0.81 3.34 -2.55

5165000043 14.35 15.01 0.43 32.06 5.93 32.53 4.6 35.74 0.66 11.87 3.32

airmap_tf1 16.94 10.97 0.374 42.83 10.28 51.95 7.25 40.83 -5.97 -22.86 -37.86

neopsphil1 23.63 14.45 0.629 41.52 13.02 47.35 9.81 36.65 -9.17 -30.82 -42.18

pinnacle01 11.88 9.95 0.718 32.79 5.58 35.66 3.9 41.86 -1.93 9.05 -4.67
NMB, % N

22.22 135

23.2 135

5.05 66

-24.47 135

15.88 41

-8.98 133

17.94 135

-20.01 135

-7.83 112

0.85 95

5.08 120

-21.13 112

59.81 134

10.92 49

-7.74 134

9.61 130

-7.55 133

-6.36 134

79.62 130

85.14 128

75.12 135

-27.23 135

-51.2 133

41.05 129

40.72 115

-6.47 135

5.71 135

14.97 128

29.79 135

40.5 135

79.62 135

15.48 114

4.2 102

29.33 39

17.18 46

-21.81 132
79.47 135

84.63 135

26.03 77

5.49 135

-1.89 135

-4.77 135

-4.93 135

7.7 132

-11.15 135

-0.85 128

-23.1 132

-19.76 113

-4.87 135

-36.01 135

-26.2 135

5.96 122

-4.68 133

4.63 133

-35.24 133

-38.83 31

-16.26 133