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/m3CMAQ avg, ug/m3R^2 NME, %RMSE, ug/m3 FE, %MAGE, ug/m3 MNGE, % MB, ug/m3MNB, %MFB, %

20020515 6.58 7.370.362 32.47 2.97 28.88 2.14 32.71 0.79 12.15 4.66 20020516 13.3 14.490.022 29.15 5.77 26.39 3.88 30.3 1.19 15.17 7.41 20020517 11.84 11.740.554 24.06 3.97 27.51 2.85 28.74 -0.1 1.82 -5.68 20020518 4.13 3.330.059 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 9.980.299 63.06 5.07 46.32 3.97 68.94 3.69 65.5 42.19 20020521 6.33 10.950.305 75.52 5.82 54.86 4.78 87.68 4.62 86.27 53.3 20020522 8.32 12.230.183 64.39 7.53 46.11 5.36 68.13 3.91 63.87 40.57 20020523 11.82 18.90.109 63.98 9.1 46.22 7.56 65.05 7.08 62.87 43.61 20020524 19.89 24.430.138 30.48 7.49 26.08 6.06 30.07 4.53 23.83 18.61 20020525 10.43 10.50.752 18.84 3.12 19.42 1.96 21.56 0.07 5.74 1.27 20020526 13.66 17.530.181 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 14.90.196 23.03 5.74 22.47 3.63 23.58 -0.85 -0.26 -5.67 20020531 13.76 12.790.375 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 8.490.384 35.56 4.64 44.93 4.08 39.64 -2.99 -21.14 -32.92 20020603 5.69 6.730.215 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 12.490.214 35.96 6.92 41.54 6.13 36.82 -4.57 -20.35 -29.75 20020606 9.59 5.970.517 42.11 4.78 66.95 4.04 45.87 -3.62 -42.55 -63.88 20020607 5.55 4.70.158 30.82 2.17 36.37 1.71 30.42 -0.85 -14.04 -22.65 20020608 8.97 10.470.483 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 18.480.679 28.78 6.91 31.57 5.28 49.93 0.13 31.55 10.05 20020611 27.45 27.940.153 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 11.240.382 32.31 5.07 33.25 3.63 37.75 0.01 10.49 -0.2 20020614 8.69 9.270.302 43.28 4.9 46.02 3.76 49.33 0.58 17.42 0.49 20020615 6.93 9.330.606 45.1 4.52 42.85 3.13 58.91 2.39 41.48 18.55 20020616 10.14 13.830.045 56.61 10.95 41.19 5.74 60.15 3.69 52.27 30.51 20020617 10.41 13.950.304 46.81 6.48 37.73 4.87 46.22 3.54 32.3 19.69 20020618 12.79 14.980.329 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 24.0820020620 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 23.230.283 27.66 8.22 26.99 6.11 34.51 1.14 15.76 3.2 20020623 25.22 23.640.491 24.1 8.5 22.9 6.08 22.16 -1.58 -0.9 -4.57 20020624 26.38 20.180.803 25.91 8.35 28.98 6.83 24.8 -6.2 -21.69 -26.15 20020625 24.65 18.670.806 33.44 11.17 34.9 8.24 34.08 -5.98 -6 -14.86 20020626 33.67 25.230.349 31.35 12.69 36.71 10.56 36.26 -8.44 -16.07 -27.14 20020627 18.95 13.390.487 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 10.160.023 36.23 8.46 38.14 5.03 31.89 -3.73 -20.85 -30.48 20020630 22.23 14.550.196 39.79 12.03 45.54 8.84 36.02 -7.67 -28.47 -39.19 20020701 29.54 17.540.332 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 7.690.511 55.95 10.62 81.67 9.76 55.86 -9.76 -55.75 -81.56 20020711 5.37 5.360.017 39.53 3.19 37.75 2.12 40.13 0 9.27 -4.35 20020712 10.6 9.760.052 37.07 7.26 34.08 3.93 31.93 -0.84 1.81 -7.17 20020713 12.4 14.670.146 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 19.560.194 27.87 6.14 29.46 5.11 32.2 1.24 12.49 4.92 20020716 15.04 10.690.575 37.29 7.2 42.77 5.61 36.88 -4.35 -21.79 -32.02 20020717 18.53 13.080.148 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 15.660.326 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 12.630.317 35.12 7.81 43.08 6.76 34.12 -6.63 -33.62 -42.6 20020724 9.33 8.870.434 27.5 3.75 30.33 2.57 32.29 -0.46 3.61 -5.26 20020725 7.15 8.570.261 41.25 4.15 35.59 2.95 45.89 1.42 31.67 18.03 20020726 8.8 9.480.644 32.6 4.33 32.75 2.87 42.96 0.69 29.61 16.5720020727 13.9 15.81 0.11 35.97 6.67 33.7 5 41.9 1.9 26.57 14.75

20020728 21.61 21.460.158 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 11.890.405 24.29 4.44 29.79 3.68 24.63 -3.25 -22.02 -27.38 20020731 13.6 10.770.481 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 16.770.551 25.47 6.68 26.75 5.13 24.14 -3.38 -13.09 -17.41 20020803 17.04 15.480.376 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 19.760.697 20.47 5.8 26.32 4.88 30.01 -4.07 -7.11 -17.12 20020806 6.23 5.990.472 30.13 2.97 29.09 1.88 32.73 -0.24 6.5 -2.5 20020807 4.6 6.750.108 64.51 4.32 47.26 2.97 73.03 2.15 65.76 37.97 20020808 5.93 8.940.277 55.52 4.54 42.02 3.29 61.83 3 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 16.150.125 41.1 6.66 33.63 5.11 43.71 3.73 37.32 26.05 20020811 21.85 22.380.419 28.2 8.82 25.86 6.16 29.95 0.53 15.03 8.23 20020812 30.73 33.90.124 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 26.590.435 28.9 12.16 34.99 10.65 28.66 -10.25 -27.05 -33.5 20020815 17.24 16.290.208 29.4 7.22 27.98 5.07 29.03 -0.95 5.6 -1.12 20020816 16.53 170.314 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 17.070.363 23.22 5.73 24.03 4.04 25.63 -0.33 1.68 -3.74 20020820 13.7 12.570.324 28.2 4.94 28.66 3.86 29.01 -1.14 -3.6 -9.67 20020821 11.2 12.470.353 26.94 4.53 24.56 3.02 30.03 1.28 18.96 11.69 20020822 16.12 15.450.082 36.3 7.14 37.09 5.85 42.54 -0.67 11.49 0.05 20020823 15.27 15.070.162 38.17 7.08 40.26 5.83 45.14 -0.2 13.88 0.57 20020824 10.98 16.080.111 66.14 10.48 50.37 7.26 84.52 5.09 73.11 36.63 20020825 10.37 14.190.343 49.05 7.04 38.06 5.09 49.89 3.82 38.07 23.6 20020826 12.85 17.450.569 44.15 8.21 31.62 5.67 41.41 4.6 33.2 22.35 20020827 12.91 15.330.581 28.63 5.25 27.05 3.7 33.54 2.42 24.36 16.39 20020828 7.41 9.040.146 48.4 4.67 44.81 3.58 60.97 1.63 40.76 18.73 20020829 5.36 6.540.381 44.19 3.41 39.19 2.37 56.09 1.18 40.1 18.44 20020830 7.12 9.990.208 54.97 5.72 44.93 3.92 70.61 2.86 56.91 28.15 20020831 8.13 10.560.109 41.78 4.23 34.39 3.4 42.95 2.43 33.26 23.12 20020901 5.78 8.250.174 50.89 4.02 36.94 2.94 53.31 2.47 47.38 30.3120020902 6.23 7.750.499 40.37 3.33 35.35 2.52 46.39 1.52 32.38 18.65

20020903 14.22 19.690.302 48.8 8.68 45.3 6.94 66.95 5.47 57.23 33.59 20020904 14.72 22.950.542 56.8 10.2 43.77 8.36 62.14 8.23 61.29 42.88 20020905 6.82 9.430.458 44.35 4.27 35.85 3.03 50.32 2.61 45.27 29.94 20020906 7.1 11.030.248 57.6 5.98 42.16 4.09 62.73 3.92 61.26 40.41 20020907 9.65 16.860.323 77.7 9.9 50.53 7.5 76.86 7.21 73.88 47.29 20020908 12.69 20.430.076 70.78 11.74 49.86 8.98 75.62 7.75 67.19 39.33 20020909 19.04 23.530.141 36.7 8.13 32.23 6.99 38.77 4.49 28.97 20.55 20020910 21.39 24.050.301 36.12 10.44 31.62 7.72 39.03 2.66 19.92 9.43 20020911 9.9 14.050.012 55.31 8.12 43.05 5.48 76.98 4.15 66.19 30.4 20020912 5.38 8.50.315 64.61 5.09 46.51 3.48 74.9 3.11 69.5 39.4 20020913 12.72 17.180.361 40.29 6.94 31.56 5.13 41.16 4.46 38.07 28.11 20020914 18.26 21.640.136 31.63 7.85 27.16 5.78 33 3.38 21.08 13.66 20020915 11.49 8.550.075 32.33 4.48 37.86 3.72 30.91 -2.94 -23.17 -31.35 20020916 12.02 130.522 27.03 4.66 25.74 3.25 29.75 0.98 11.06 3.7 20020917 13.28 18.170.533 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 23.330.048 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 14.050.336 34.71 4.96 30.97 3.97 38.79 2.61 29.75 20.62 20020922 7.64 10.480.451 43.38 4.49 38.76 3.32 57.79 2.84 52.05 32.15 20020923 6.88 10.640.172 61.86 5.84 45.16 4.26 67.5 3.76 61.66 38.09 20020924 9.04 16.070.197 81.55 8.83 56.58 7.37 90.29 7.03 88.61 54.79 20020925 10.67 18.540.222 73.79 9.22 51.98 7.87 78.77 7.87 78.77 51.98 20020926 7.52 10.690.405 46 4.39 35.38 3.46 46.9 3.17 42.88 30.71 20020927 5.67 6.430.006 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 16.080.633 53.59 7.31 44.09 5.73 66.91 5.4 64.6 41.47 20020930 13.87 25.070.233 85.79 13.64 64.54 11.9 109.62 11.2 105.9 59.88NMB, %N

11.98 37 8.95 48 -0.8190 -19.21 40 37.7 41 58.69232 72.91 43 47.02 41 59.93200 22.78 40 0.68 37 28.38233 38.88 35 16.56 32 -10.26189 -5.42 37 -7.07 34 -25.34225 -26.04 35 18.38 36 3.15193 -26.79 35 -37.74 34 -15.36212 16.79 38 -7.41 39 0.73180 1.79 36 -18.88 38 0.07238 6.67 40 34.47 40 36.42192 33.96 37 17.19 35 36.9223134.08 36

33.69 37 5.15193 -6.28 35 -23.5 36 -24.24221 -25.07 35 -29.35 41 -17.95180 -26.88 36 -34.52 37 -40.62221 -37.81 34 -51.16 36 -51.27197 -46.06 39

-55.94191 -0.09 35 -7.97 37 18.28229 -2.36 37 6.78 36 -28.94185 -29.4 38 -34.93 37 -21.55235 -33.63 37 -36.01 38 -32.92183 -34.43 39 -4.98 41 19.85235 7.8 4713.7 42

-0.7202 -35.85 42 -21.47 40 -20.77238 -28.83 39 -16.76 39 -9.12198 -15.11 35 -17.08 37 -3.86240 46.81 40 50.63 42 52.99185 30.03 37 2.4 39 10.34235 -7.08 37 -27.82 41 -5.53198 2.84 43 -8.96 41 -18.27240 -1.88 40 -8.29 37 11.4199 -4.15 38 -1.29 40 46.38242 36.88 40 35.84 37 18.75193 22.04 39 21.96 39 40.22228 29.87 42 42.67 4124.38192

38.5 39 55.87 40 38.19231 55.23 43 74.74 40 61.07195 23.61 40 12.42 38 41.89230 57.8 40 35.06 40 18.51200 -25.62 39 8.16 42 36.86223 52.77 40 24.62 40 15.18181 22.86 47 37.19 40 54.68225 77.74 38 73.79 39 42.15201 13.32 43 15.27 40 50.5232 80.8 36obs avg, ug/m3CMAQ avg, ug/m3R^2 NME, %RMSE, ug/m3 FE, %MAGE, ug/m3 MNGE, % MB, ug/m3MNB, %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 11.090.457 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 13.290.561 43.73 6.28 45.12 4.72 66.69 2.5 53.85 29.11 0900111231 12.13 11.70.455 34.97 6.23 35.1 4.24 33.07 -0.43 -0.32 -9.67 0900121241 12.66 12.370.359 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 10.960.441 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 11.950.347 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 12.430.492 35.49 7.61 44.34 5.71 36.78 -3.65 -20.41 -31.75 0900900182 15.82 10.580.466 39.65 8.4 51.75 6.27 39.42 -5.24 -33.66 -47.02 0900911231 12.21 11.950.362 37.25 6.78 35.64 4.55 34.63 -0.26 3.08 -6.45 0900911232 12.95 10.730.348 38.71 7.61 37.47 5.01 33.05 -2.22 -7.05 -16.13 0900921231 13.01 11.550.402 34.12 6.59 36.35 4.44 32.55 -1.45 -6.26 -15.54 0900921232 12.54 10.40.434 38.99 6.97 43.4 4.89 40.37 -2.14 -2.13 -13.6 0900990051 11.39 11.650.384 39.8 6.39 38.29 4.53 40.12 0.26 12.42 1.28 0901130021 11.49 10.740.382 35.81 6.13 33.73 4.11 31.92 -0.74 -0.44 -8.51 1000100021 15.13 14.350.533 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 15.640.572 31.69 6.33 32.05 4.91 35.18 0.14 13.97 5.56 1000310071 16.88 15.30.464 32.31 7.19 33.08 5.45 31.85 -1.58 0.52 -6.89 1000310121 16.62 14.740.507 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 14.750.418 31.3 7.37 30.48 5.09 29.75 -1.5 1.42 -5.38 1000320042 16.62 15.630.693 27.1 6 26.6 4.5 27.06 -0.99 2.85 -2.14 1000510021 15.71 15.340.501 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 19.440.674 26.68 7.03 29.33 5.28 32.36 -0.35 12.95 5.6 2300100111 10.18 9.880.652 33.21 4.73 36.04 3.38 37.81 -0.3 11.91 1.97 2300300131 9.85 5.070.534 50.69 6.68 74.61 4.99 50.85 -4.77 -48.35 -72.412300300132 10.02 4.12 0.41 58.86 8.03 91.51 5.9 58.91 -5.9 -58.91 -91.51

2300310111 8.35 6.150.621 34.88 5.09 39.86 2.91 31.38 -2.21 -19.28 -29.14 2300500151 10.05 8.230.788 25.13 3.82 32.6 2.52 26.84 -1.82 -14.84 -22.2 2300500271 11.96 10.550.615 27.46 5.02 29.85 3.29 28.34 -1.41 -2 -8.84 2300500272 11.43 9.950.725 21.98 4.13 24.22 2.51 22.32 -1.48 -4.74 -10.04 2300500281 10.7 9.01 0.73 28.19 4.3 32.33 3.02 29.36 -1.69 -6.23 -13.7 2300520031 10.05 10.580.502 37.3 5.21 36.55 3.75 42.7 0.53 23.27 11.51 2300901031 8.18 6.940.656 34.61 4.35 40.29 2.83 37.85 -1.24 -2.36 -14.09 2301100161 9.17 7.870.805 27.15 3.49 28.72 2.49 28.14 -1.3 -1.27 -6.97 2301100162 6.41 6.340.668 24.33 1.83 25.9 1.56 28.44 -0.07 9.84 4.39 2301120021 8.9 7.41 0.804 27.71 3.44 28.27 2.46 25.52 -1.48 -5.62 -11.05 2301320011 8.27 7.050.707 29.81 3.3 37.35 2.47 35.56 -1.22 -4.48 -15.3 2301720111 9.21 6.840.777 31.62 4.85 29.67 2.91 25.08 -2.37 -13.19 -19.3 2301900021 10.18 8.590.612 28.77 4.75 30.27 2.93 27.38 -1.59 -6.01 -12.55 2301900022 7.14 6.350.665 24.91 2.36 27.21 1.78 26.64 -0.8 -0.99 -6.84 2301940031 8.92 6.880.864 25.12 2.96 31.7 2.24 25.27 -2.04 -22.92 -29.41 2303100081 9.75 8.480.684 32.18 4.38 37.41 3.14 36.24 -1.26 0.82 -8.44 2400300141 17.27 15.030.377 30.92 8.78 31.13 5.34 30.22 -2.25 0.57 -6.33 2400300191 17.88 16.4 0.64 23.75 6.23 24.67 4.25 24.61 -1.49 1.04 -3.57 2400310031 18.43 16.430.579 25.02 6.8 26.17 4.61 25.19 -2 -2.25 -7.25 2400320021 17.8 15.290.593 27.73 7.09 29.52 4.94 28.25 -2.51 -4.59 -11.06 2400320022 19.38 17.450.616 27.52 7.72 32.45 5.33 31.09 -1.93 -1.58 -10.2 2400510071 17.88 15.51 0.558 26.55 6.93 27.95 4.75 25.8 -2.38 -6.39 -11.94 2400530011 16.83 17.940.581 29.17 6.55 28.44 4.91 33.44 1.12 18.28 10.71 2401500031 16.09 14.940.572 30.21 6.41 33.21 4.86 34.03 -1.16 6.23 -2.11 2402510011 15.26 13.750.567 23.64 5.57 23.85 3.61 22.01 -1.51 -4.43 -9.03 2403130011 17.53 17.22 0.615 25.26 5.8 25.45 4.43 26.71 -0.3 7.99 3.08 2403300011 22.54 17.180.558 32.13 9.67 33.29 7.24 29.07 -5.36 -13.2 -19.91 2403300012 25.68 19.160.877 27.95 9.9 28.03 7.18 23.88 -6.52 -19.53 -23.94 2403300021 14.39 16.070.747 21.57 3.83 21.61 3.1 25.36 1.67 16.93 12.62 2403380031 18.41 15.130.636 27.47 7.09 29.55 5.06 26.8 -3.28 -9.4 -15.26 2403380032 18.51 17.240.814 20.67 4.65 23.91 3.83 23.61 -1.27 -2.01 -6.16 2404300091 18.56 17.270.405 29.53 7.43 30.26 5.48 31.33 -1.29 4.52 -2.98 2451000061 17.43 170.591 24.75 6.13 25.63 4.31 26.39 -0.43 5.69 0.43 2451000071 18.14 16.30.575 24.37 6.53 25.13 4.42 23.86 -1.85 -2.85 -7.57 2451000081 18.01 18.30.628 22.79 5.43 24.76 4.1 27 0.29 10.09 4.71 2451000351 18.05 17.530.534 29.01 7.23 28.31 5.23 30.77 -0.51 9.78 3.152451000352 17.4 18.960.817 20.67 4.81 21.39 3.6 24.81 1.56 12.83 8.25

2451000401 17.98 17.72 0.513 27.57 6.67 27.24 4.96 29.37 -0.26 8.54 2.38 2451000491 18.37 18.090.576 23.18 6.38 22.92 4.26 24.09 -0.29 6.81 2.09 2500350011 12.39 8.72 0.715 34.48 5.63 43.76 4.27 36 -3.67 -22.13 -32.86 2500520041 10.86 10.390.199 43.14 6.69 41.87 4.68 43.86 -0.47 10.81 -2.39 2500530011 11.5 11.5 0.26 43.43 6.69 44.3 5 49.25 -0.01 22.65 7.93 2500920061 11.08 13.22 0.437 45.9 6.61 42.97 5.08 53.99 2.14 32.3 15.36 2500950051 11.72 13.930.411 51.48 7.03 49.15 6.03 64.02 2.21 42.31 21.36 2500960011 10.45 12.95 0.13 55.88 7.37 53.05 5.84 104.12 2.5 80.32 22.57 2501300081 13.55 14.70.539 37.31 6.63 38.28 5.06 48.14 1.15 27.39 12.2 2501300161 14.15 12.81 0.334 37.45 9.5 36.66 5.3 39.53 -1.33 9.92 -2.89 2501300162 13.82 13.06 0.51 37.79 7.52 39.61 5.22 45.99 -0.76 17.89 3.94 2501320091 11.81 12.12 0.272 39.48 7.09 38.29 4.66 65.99 0.31 39.59 3.73 2501540021 9.94 10.42 0.425 40.47 6.04 40.73 4.02 50.52 0.48 26.97 8.59 2501700081 11.41 13.77 0.42 47.77 6.78 47.3 5.45 66.07 2.36 46.83 22.97 2501711021 10.59 11.840.377 45.33 6.26 45.74 4.8 62.57 1.25 40.17 16.85 2502100071 13.2 17.64 0.07 69.67 12.86 58.2 9.2 94.41 4.44 81.89 40.94 2502100072 13.28 17.350.049 71.38 13.98 59.47 9.48 96.47 4.07 84.08 41.94 2502300041 12.09 13.21 0.165 52.56 9.6 48.11 6.35 58.06 1.13 36.44 17.96 2502300042 10.78 13.40.328 52.73 6.73 49.88 5.68 63.27 2.63 43.92 22.96 2502500021 13.63 17.840.185 53.39 9.75 46.56 7.27 67.49 4.22 55.51 30.81 2502500271 13.75 18.51 0.221 54.93 9.67 47.98 7.55 72.13 4.76 62.53 35.55 2502500272 12.19 17.770.362 60.97 8.82 54.18 7.43 138.25 5.58 129.74 44.03 2502500421 12.28 18.060.538 55.39 8.2 48.86 6.8 75.26 5.78 70.2 42.88 2502500431 13.5 17.870.331 49.4 8.07 45.41 6.67 67.65 4.37 56.46 31.75 2502700161 12.18 11.980.451 33.65 6.09 35.01 4.1 41.27 -0.2 15.89 1.74 2502700201 12.52 12.140.508 34.82 6.21 35.59 4.36 41.14 -0.38 13.99 0.59 2502700202 12.73 12.26 0.44 32.55 6.17 33.91 4.14 36.89 -0.47 10.17 -1.56 2502720041 11.19 10.71 0.651 31.71 4.6 34.92 3.55 37.65 -0.48 12.87 3.16 3300120041 8.36 7.550.608 37.87 4.61 41.21 3.16 46.94 -0.81 18.18 3.5 3300120042 8.14 7.590.626 37.9 4.66 39.78 3.09 46.21 -0.55 22.25 8.51 3300500071 10.17 8.21 0.737 27.8 4.6 30.71 2.83 26.16 -1.96 -9.94 -16.29 3300700141 10.2 7.80.759 32.29 5.09 33.68 3.29 28.48 -2.4 -13.41 -20.93 3300700142 8.75 6.750.755 32.93 4.66 33.18 2.88 29.7 -2 -9.36 -16.64 3300900081 8.89 7.350.843 35.31 4.82 36.48 3.14 38.27 -1.54 5.12 -4.3 3301100201 10.96 13.160.606 40.58 5.24 42.46 4.45 59.63 2.2 46.87 27.13 3301100202 10.59 12.64 0.56 43.75 5.73 44.09 4.63 62.66 2.05 47.88 25.753301110101 10.56 12.580.538 42.13 5.36 42.11 4.45 57.07 2.02 41.54 23.36

3301150011 9.92 8.390.761 34.91 4.96 39.16 3.46 41.41 -1.53 8.6 -2.32 3301300031 10.4 9.360.629 35.39 4.88 38.61 3.68 40.27 -1.04 8.9 -1.32 3301350011 5.82 4.480.143 33.7 3.32 28.96 1.96 22.32 -1.33 -9.56 -17.58 3301500061 11.14 11.460.595 33.04 4.7 36.29 3.68 41.96 0.31 18.52 6.43 3301500141 10.86 11.970.546 36.79 5.08 37.37 4 47.04 1.11 29.18 14.99 3301900031 9.08 7.130.761 30.8 4.87 29.1 2.8 26.8 -1.95 -7.33 -13.29 3400110061 12.85 9.970.599 37 7.09 45.21 4.76 38.72 -2.88 -12.93 -25.74 3400300031 13.83 17.70.363 51.47 9.27 44.89 7.12 60.95 3.87 42.77 21.04 3400700031 15.14 16.230.529 35.56 7.03 36.66 5.38 54.01 1.1 35.18 14.18 3400700032 14.89 17.02 0.638 39.83 7.92 39.31 5.93 55.17 2.12 40.47 22.2 3400710071 14.73 17.440.484 40 7.51 38.86 5.89 53.43 2.71 40.02 22.83 3401300151 13.85 17.690.289 53.14 9.26 47.62 7.36 65.07 3.83 49.94 27.8 3401300161 13.94 17.30.285 49.99 8.75 45.69 6.97 61.7 3.37 44.39 23.27 3401300162 13.49 18.370.406 54.56 9.6 48.01 7.36 70.55 4.88 58.41 33.54 3401550011 14.49 15.870.622 32.35 6.05 33.02 4.69 42.3 1.39 28.36 16.31 3401710031 14.42 21.040.344 57.76 10.06 51.13 8.33 78.51 6.61 70.77 41.6 3401710032 14.64 22.12 0.448 59.22 10.87 53.72 8.67 88.86 7.48 83.99 48.24 3402100081 14.6 14.72 0.3 41.59 8.54 41.3 6.07 48.96 0.12 21.14 5.07 3402180011 14.2 14.48 0.35 38.33 7.42 37.7 5.44 43.85 0.28 18.74 5.59 3402300061 13.09 13.560.394 40 6.54 43.5 5.24 56.03 0.48 31.16 11.28 3402700041 13.84 13.540.351 41.92 7.32 42.74 5.8 46.57 -0.3 14.51 0.78 3402730011 13.21 12.470.464 38.63 6.68 40.8 5.1 45.7 -0.74 14.89 0.12 3402920021 12.82 11.850.556 36.01 5.84 39.36 4.62 41.09 -0.97 6.01 -5.57 3403100051 14.16 16.370.367 46.52 8.42 43.99 6.59 54.76 2.21 32.34 14.21 3403900041 16.77 17.02 0.422 35.65 7.75 35.92 5.98 41.62 0.25 17.32 6.06 3403900042 15.8 17.750.429 40.79 8.22 40.72 6.44 53.67 1.95 29.93 12.4 3403900061 13.66 18.27 0.43 49.91 8.35 44.93 6.82 61.67 4.61 51.13 32.12 3403920031 12.71 15.60.405 44.82 7.42 42.59 5.7 58.13 2.89 43.44 24.16 3404100061 14.57 15.340.541 34.29 6.62 33.57 5 38.75 0.77 18.52 8.42 3600100121 12.42 12.32 0.617 35.93 5.62 39.34 4.46 47.07 -0.1 23.16 10.42 3600500801 14.93 22.72 0.439 62.99 12.01 48.01 9.41 69.55 7.79 60.58 36.27 3600500831 13.47 22.72 0.42 77.31 13.11 55.84 10.42 90.48 9.24 84.7 47.92 3600501101 15.19 32.090.427 112.28 19.05 79.1 17.06 161.31 16.9 160.78 78.53 3600501102 15.29 33.1 0.431 118.01 19.54 79.72 18.04 158.21 17.81 157.16 78.58 3600700091 15.31 11.31 0.607 37.33 8.02 38.37 5.71 33.89 -4 -12.75 -21.52 3601300111 16.15 11.790.677 33.77 7.62 37.76 5.45 31.48 -4.36 -16.32 -25.273602710041 11.7 13.260.455 39.79 6.44 37.47 4.66 44.63 1.56 23.87 11.11

3602900021 14.58 14.64 0.62 33.36 6.58 35.95 4.87 42.86 0.06 20.65 8.39 3602900051 16.81 13.690.734 30.55 7 33.9 5.14 32.87 -3.13 -5.85 -13.07 3602910071 16.95 13.940.712 28.95 6.93 31.26 4.91 29.22 -3.01 -7.04 -13.2 3603100031 9.9 5.71 0.768 45.52 6.6 52.51 4.51 44.19 -4.19 -25.2 -42.11 3604700521 13.82 22.950.208 72.41 11.53 57.14 10.01 92.99 9.13 89.43 53.21 3604700761 13.76 24.190.414 79.05 12.45 61.38 10.88 109.28 10.43 107.42 59.38 3604701221 14.33 24.370.423 74.24 12.11 59.2 10.64 100.73 10.04 98.25 56.49 3605520021 11.05 13.52 0.503 40.22 5.94 36.86 4.44 49.39 2.48 37.9 23.45 3605560011 12.86 14.4 0.68 30.63 5.44 31.45 3.94 39.74 1.54 25.6 14.93 3605560012 12.05 13.560.541 36.89 6.1 34.55 4.44 43.92 1.52 29.57 17.46 3605900081 11.75 16.01 0.491 48.44 7.28 43.31 5.69 67.71 4.26 60.32 34.53 3605900121 12.03 13.890.461 39.53 6.59 35.58 4.76 43.13 1.86 27.02 14.29 3605900131 11.48 14.070.412 44.44 6.72 39.14 5.1 50.05 2.6 35.99 20.85 3606100561 15.42 31.380.416 105.05 17.97 72.29 16.2 131.01 15.96 129.93 71.1 3606100562 15.68 31.38 0.42 102.14 17.73 71.22 16.01 127.86 15.7 126.55 69.78 3606100621 15.64 21.160.368 48.78 9.35 45.14 7.63 65.33 5.52 55.84 33.62 3606100791 14.24 31.250.393 120.94 19.01 79.52 17.23 158.12 17.01 157.15 78.47 3606101281 15.28 24.52 0.419 65.81 11.6 54.26 10.06 88.68 9.24 85.34 50.58 3606320081 14.11 12.47 0.59 30.62 6.28 34.97 4.32 33.84 -1.64 -0.79 -10.37 3606520011 13.21 9.770.699 37.14 7.18 40.16 4.91 35.83 -3.44 -13.83 -23.33 3606700191 14.67 13.22 0.643 35.39 6.85 37.86 5.19 40.46 -1.45 9.62 -0.21 3606700201 14.19 10.11 0.693 39.84 8.32 40.19 5.65 36.46 -4.09 -9.7 -19.39 3606710151 13.32 10.8 0.68 35.48 7.05 35.99 4.72 35.58 -2.51 0.04 -9.11 3606710152 14.68 11.62 0.662 38.2 8 39.54 5.61 40.71 -3.06 2.25 -9.85 3607100021 12.72 12.80.535 30.5 5.38 31.35 3.88 33.43 0.08 10.9 2.4 3608100961 13.15 19.040.535 53.83 8.78 45.41 7.08 64.78 5.89 57.99 37.22 3608101241 13.74 19.940.599 52.13 8.99 46.35 7.16 69.93 6.2 66.08 41.82 3608500551 15.18 16.560.224 45.53 9.05 44.52 6.91 55.7 1.38 34.54 16.88 3608500671 12.83 170.425 48.76 7.47 44.85 6.25 64.12 4.18 53.57 31.86 3608930011 12.81 8.170.802 42.25 7.97 44.97 5.41 36.97 -4.64 -19.06 -30.16 3609300031 12.49 9.90.629 37.45 6.57 38.67 4.68 35.97 -2.59 -5.95 -15.39 3610100031 14.17 9.880.674 37.45 7.36 41.93 5.31 35.17 -4.28 -20.23 -30.01 3610300011 12.13 14.22 0.339 45.02 7.19 40.39 5.46 50.19 2.09 32.63 17.66 3611910021 12.39 13.930.449 40.74 6.82 37.28 5.05 42.43 1.54 20.3 8.65 4200100011 16.53 15.890.446 35.65 8.07 38.19 5.89 42.92 -0.64 10.92 -2.86 4200300081 19.99 19.190.643 25.44 6.83 26.13 5.08 27.69 -0.8 6.62 1.264200300211 19.2 18.130.766 19.34 4.97 20.26 3.71 20.26 -1.07 0.56 -2.5

4200300641 25.56 19.280.527 35.39 12.61 36.54 9.05 32.88 -6.28 -10.21 -18.39 4200300671 16.47 17.240.525 35.3 7.44 35.82 5.81 42 0.77 24.79 14.76 4200300931 19.78 17.840.638 26.62 8.65 22.09 5.27 21.12 -1.94 -1.99 -5.28 4200300951 18.2 18.21 0.631 27.49 7.26 24.36 5 25.61 0.01 7.31 2.99 4200301161 17.62 16.60.729 19.61 4.6 20.15 3.45 19.5 -1.02 -2.3 -5.3 4200301311 17.74 16.750.574 25.72 6.93 25.45 4.56 25.82 -1 1.79 -2.99 4200310081 20.84 16.41 0.721 27.23 8.15 27.27 5.67 23.69 -4.43 -14.13 -18.62 4200313011 21.09 17.72 0.556 26.59 8.13 27.74 5.61 25.48 -3.37 -6.48 -11.46 4200330071 19.96 19.740.614 26.7 7.96 24.22 5.33 25.5 -0.22 8.8 4.39 4200390021 18.81 18.07 0.69 28.22 7.86 25.47 5.31 27.11 -0.74 8.09 3.46 4200700141 19.35 14.82 0.632 27.43 7.96 30.7 5.31 25.08 -4.53 -19.4 -25.53 4201100091 18.4 19.290.481 34.23 8.44 33.08 6.3 36.18 0.89 14.05 4.65 4201700121 15.44 15.640.303 39.03 8.7 38.68 6.03 47.25 0.19 22.23 6.01 4202100111 21.12 15.040.716 31.66 9.18 33.73 6.69 27.78 -6.08 -23.55 -29.97 4202701001 15.37 14.3 0.33 30.01 10.08 29.33 4.61 31.37 -1.08 8.32 0.55 4202901001 16.34 14.730.637 26.76 5.99 30.82 4.37 30.07 -1.6 -1.02 -8.35 4204101011 17.55 15.930.367 34.75 9.12 36.01 6.1 35.4 -1.62 1.26 -8.84 4204304011 17.79 16.850.504 30.99 7.55 32.65 5.51 34.1 -0.93 7.12 -1.87 4204500021 16.4 16.250.543 31.18 6.58 31.4 5.11 33.23 -0.14 8.94 1.54 4204900031 17.94 12.550.707 35.35 9.13 37.36 6.34 31.71 -5.38 -18.24 -26.39 4206920061 15.81 11.650.555 37.41 8.75 39.54 5.92 34.24 -4.16 -13.61 -23.37 4207100071 19 21.870.559 33.54 8.39 32.86 6.37 39.72 2.87 26.6 16.27 4207700041 15.38 16.440.405 39.57 8.29 38.34 6.09 45.64 1.06 23.61 11.05 4207911011 13.74 11.580.541 30.87 6.48 33.06 4.24 30.78 -2.16 -3.23 -11.25 4208501001 16.98 13.630.572 30.06 7.13 35.3 5.11 30.33 -3.36 -13.42 -21.72 4209100131 15.65 15.750.383 35.63 7.43 37.66 5.58 49.95 0.1 23.07 3.9 4209500251 16.42 15.930.338 39.17 9.23 37.47 6.43 42.37 -0.49 16.34 4.09 4209903011 17.63 14.90.436 34.99 8.37 40.44 6.17 43.94 -2.73 -0.05 -16.44 4210100041 16.07 17.11 0.476 35.13 7.21 34.7 5.64 41.82 1.04 23.1 12.18 4210100201 15.52 16.770.481 35.56 7.08 35.34 5.52 41.78 1.26 22.96 12.01 4210100241 15.04 16.030.419 37.37 7.48 36.72 5.62 44.5 0.99 23 9.98 4210100521 14.62 18.60.521 40.97 7.45 38.95 5.99 54.14 3.98 45.84 29.35 4210101361 15.5 17.880.396 40.68 8.26 38.53 6.31 51.71 2.38 38.78 23.03 4212500051 22.67 15.57 0.19 35.29 15.02 34.71 8 28.4 -7.09 -19.75 -27.06 4212502001 19.73 16.360.567 26.64 7.59 27.44 5.26 24.76 -3.36 -9.45 -14.24 4212550011 16.79 15.930.549 28.78 6.54 30.72 4.83 35.56 -0.87 8.24 -2.374212900081 19.91 15.440.622 28.93 8.18 29.32 5.76 24.84 -4.47 -17.07 -22.34

4213300081 19.67 18.82 0.512 26.97 7.22 26.98 5.3 27.04 -0.85 3.69 -1.81 4400300021 10.51 9.040.345 35.28 5.75 37.15 3.71 33.81 -1.47 -1.96 -11.78 4400700221 10.8 11.72 0.459 39.55 5.76 39.08 4.27 47.15 0.92 25.91 11.96 4400700222 11.04 11.040.208 51.6 7.33 50.76 5.7 56.06 -0.01 24.12 6.91 4400700231 10.35 8.61 0.317 33.92 5.5 36.26 3.51 31.81 -1.74 -7.76 -17.23 4400700261 13.34 11.590.254 34.04 6.49 35.64 4.54 32.07 -1.75 -3.46 -12.52 4400710101 11.26 11.81 0.483 37.93 5.69 36.79 4.27 41.41 0.55 19.47 8.62 4400710102 8.34 11.640.732 49.7 4.87 41.7 4.15 52.83 3.3 43.64 30.33 4400900071 6.43 8.990.175 66.38 5.91 56.7 4.27 102.08 2.56 86.8 35.56 5000300051 11.79 7.350.695 40.55 7.04 45.02 4.78 34.84 -4.44 -27.27 -38.59 5000700071 10.24 6.390.699 45.22 7.62 46.19 4.63 40.24 -3.84 -12.81 -25.89 5000700121 10.99 8.330.639 37.8 6.81 37.91 4.15 37.02 -2.66 -1.97 -13.29 5000700122 11.09 8.330.639 37.59 6.93 36.83 4.17 35.32 -2.76 -3.67 -14.35 5002100021 11.74 7.640.741 37.93 6.86 40.44 4.45 31.6 -4.1 -25.2 -34.76 5002300051 11.61 8.360.655 37.27 6.34 39.86 4.33 33.65 -3.25 -13.62 -23.88 5101300201 18.76 18.440.543 26.9 6.48 27.81 5.05 29.85 -0.31 10 4.03 5103600021 15.42 13.340.252 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 17.790.323 30.77 6.57 29.19 5.14 34.87 1.07 18.08 9.82 5108700151 16.77 14.180.407 29.04 6.23 30.38 4.87 28.96 -2.59 -6.84 -13.01 5110710051 18.25 16.650.512 28.08 6.47 29.95 5.12 29.7 -1.6 0.6 -5.69 5113900041 17.33 16.140.405 34.84 7.68 35.15 6.04 35.87 -1.19 2.2 -6.63 5152000061 17.77 17.040.317 30.96 6.74 31.26 5.5 34.6 -0.73 9.39 1 5155000121 12.86 12.430.332 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 15.540.453 25.22 6.49 25.32 4.72 23.01 -3.16 -8.48 -12.9 5170000131 14 14.130.264 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 14.530.393 31.55 6.86 31.93 5.02 33.96 -1.39 4.22 -4.13 5177000141 18.82 15.030.472 28.58 7.09 29.84 5.38 27.68 -3.79 -9.86 -15.77 5177500101 20.68 13.760.313 36.92 9.92 40.8 7.64 33.05 -6.92 -25.31 -34.1 5181000081 13.82 12.180.397 28.68 6.87 28.31 3.96 27 -1.63 -2.22 -8.42NMB, %N

-4.69 42 -6.87 22 0.08 45 23.16135 -3.56 41 -2.36 40 -7.01 43 -10.4 39 6.11104 -5.69 42 23.9135 5.2 65 -22.7118 -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 -11.34130 -2.13 22 -9.26126 -5.94 31 -2.39 45 -4.7132 -7.98 23 -2.6 41 -2.04133 -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 -15.18125 -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 6.63132 -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 -2.841128.96 18

-1.44122 -1.55 43 -29.6 36 -4.32 44 -0.06 43 19.35 41 18.85 30 23.94 22 8.48 85 -9.43110 -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 47.12101 32.39 41 -1.66 40 -3.03124 -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 2019.08 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 1.5122 12.33 20 33.79 41 22.75 54 5.28 44 -0.79 43 52.15 45 68.61 45 111.24129 116.46 42 -26.13 38 -27.01 4013.37 44

0.41 39 -18.59 42 -17.78 45 -42.31117 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 45.1129 9.1 44 32.54 45 -36.22 27 -20.75 44 -30.23119 17.25 44 12.42 45 -3.85127 -4126-5.57 40

-24.57134 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 -9.24133 -5.26131 -0.87 43 -30.02 99 -26.31131 15.09 42 6.89112 -15.72 85 -19.75118 0.62 43 -2.98120 -15.46 42 6.45122 8.11 43 6.55 43 27.21 45 15.37129 -31.3 42 -17.05 44 -5.16 95-22.46 43

-4.35 43 -14 45 8.5129 -0.05 21 -16.85 43 -13.11 43 4.84127 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 3.26133 -0.36 38 -4.46 41 6.39 41 -15.43 44 -8.76 43 -6.84 42 -4.08 42 -3.38126 14.81 41 -16.9 40 0.9 43 -8.15 44 -8.75131 -20.14 45 -33.47 43 -11.83 40obs avg, ug/m3CMAQ avg, ug/m3R^2 NME, %RMSE, ug/m3 FE, %MAGE, ug/m3 MNGE, % MB, ug/m3MNB, %MFB, %

20020515 8.51 8.080.261 35.78 3.82 39.54 3.05 38.47 -0.43 -1.48 -12.28 20020516 15.43 17.580.182 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 4.670.168 37.55 2.38 39.41 1.79 44.11 -0.11 9.36 -5.05 20020519 6.34 9.160.302 52.88 4.79 38.87 3.35 57.81 2.82 49.71 29.41 20020520 7.89 12.290.402 61.78 6.56 44.38 4.87 80.56 4.41 74 36.7 20020521 7.03 11.630.247 69.38 6.56 51.06 4.88 120.67 4.6 115.47 44.51 20020522 9.4 15.180.158 75.03 9.3 52.69 7.05 82.39 5.78 75.66 44.08 20020523 14.97 22.080.167 57.38 10.34 44.35 8.59 60.39 7.11 54 36.51 20020524 23.13 28.290.436 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 21.870.265 71.3 12.37 52.89 9.89 75.14 7.99 60.59 33.76 20020527 17.33 29.990.291 78.38 17.34 50.63 13.59 77.04 12.65 70.35 42.59 20020528 18.32 22.640.421 29.95 7.41 24.67 5.49 30.24 4.32 23.73 17.51 20020529 20.31 21.250.355 28.36 7.2 27.63 5.76 28.21 0.94 3.5 -1.92 20020530 17.24 19.040.095 37.52 9.04 32.57 6.47 35.77 1.8 12.59 3.04 20020531 16.86 14.730.353 27.35 5.75 28.94 4.61 26.76 -2.13 -8.59 -13.68 20020601 16.37 12.680.455 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 8.630.185 49.6 5.54 41.29 3.62 53.95 1.33 27.03 7.08 20020604 10.83 12.070.268 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 6.230.127 32.55 2.74 35.42 2.21 32.31 -0.57 -4.51 -12.62 20020608 9.56 12.150.144 50.81 6.38 41.79 4.86 54.3 2.59 35.74 18.32 20020609 18.82 18.490.355 24.73 7.15 23.58 4.65 23.42 -0.33 2.56 -1.79 20020610 18.63 20.140.673 26.89 6.47 30.36 5.01 43.63 1.5 27.18 10.9 20020611 32.79 29.970.593 21.48 9.69 25.92 7.04 25.03 -2.82 -3.99 -9.3 20020612 23.82 21.040.754 25.09 7.22 42.83 5.98 61.16 -2.78 12.64 -21.83 20020613 10.36 13.390.374 45.86 5.99 39.69 4.75 54.3 3.03 37.79 19.6 20020614 8.04 9.440.506 33.94 3.92 31.23 2.73 39.85 1.41 23.5 11.81 20020615 8.73 12.360.404 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 16.570.494 48.44 7.68 37.13 5.68 48.62 4.83 40.15 26.89 20020618 13.05 15.790.477 33.02 5.71 30.52 4.31 38.61 2.73 24.87 14.22 20020619 17.41 26.450.614 60.01 13.44 41.47 10.44 55.41 9.05 46.18 30.2220020620 19.51 32.330.264 80.04 19.52 52.48 15.62 76.84 12.82 64.1 36.88

20020621 18.96 29.990.004 71.79 17.94 51.07 13.61 81.94 11.03 73.56 41.06 20020622 24.48 26.950.144 33.98 10.71 31.78 8.32 33.85 2.47 14.54 6.08 20020623 27.16 25.570.317 26.46 9.95 26.81 7.19 25.31 -1.59 -1.96 -7.23 20020624 24.78 19.860.626 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 15.340.446 26.94 6.09 31.84 5.24 27.42 -4.1 -21.09 -26.57 20020628 12.42 11.940.219 35.81 5.62 37.78 4.45 39.02 -0.48 -0.68 -12.09 20020629 12.57 12.470.271 32.13 5.25 31.83 4.04 32.03 -0.1 -0.9 -8.53 20020630 19.68 15.280.176 35.07 9.3 36.79 6.9 31.39 -4.39 -17.04 -24.71 20020701 30.53 20.570.303 35.09 13.28 41.54 10.71 33.02 -9.96 -30.21 -38.9 20020702 42.62 28.630.231 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 13.650.208 50.51 15.92 68.44 13.93 49.06 -13.93 -49.06 -68.44 20020705 11.71 7.480.037 54.69 8.03 63.15 6.4 51.25 -4.23 -24.05 -42.91 20020706 20020707 20020708 20020709 20020710 17.38 8.840.441 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 16.760.138 44.04 7.5 37.86 5.97 45.3 3.19 27.56 15.46 20020714 14.6 18.750.116 51.12 9.81 43.46 7.46 53.49 4.15 32.59 15.71 20020715 20.97 22.930.255 25.94 7.13 25.03 5.44 27.61 1.96 12.76 7.22 20020716 14.14 11.50.185 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 25.060.672 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 15.290.133 39.49 9.07 40.02 6.99 37.71 -2.4 -2.27 -12.55 20020722 23.51 17.80.051 34.95 10.18 37.06 8.22 31.72 -5.71 -18.47 -25.89 20020723 21.76 14.960.405 33.11 8.65 41.56 7.2 32.39 -6.8 -30.57 -39.81 20020724 7.95 10.970.294 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 11.590.296 55.98 6.72 45.57 4.79 69.65 3.04 55.84 28.820020727 14.58 17.750.094 46.17 8.84 38.28 6.73 48.98 3.17 32 17.63

20020728 22.95 25.940.455 36.53 10.82 34.06 8.38 35.79 2.99 9.85 1.38 20020729 25.62 17.130.461 35.04 10.78 45.57 8.98 35.16 -8.49 -33.24 -43.75 20020730 16.6 13.380.467 26.52 5.21 33.22 4.4 28.65 -3.22 -18.16 -25.19 20020731 14.21 13.40.328 39.95 7.03 43.97 5.68 42.13 -0.81 -8.32 -20.49 20020801 21.01 15.50.513 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 17.340.466 26.78 6.06 28.26 4.89 28.1 -0.92 -2.19 -7.78 20020804 22.28 23.470.499 27.36 8.03 27.35 6.1 27.62 1.19 4.42 -1.29 20020805 25.25 24.170.484 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 10.570.213 82.96 7.43 50.85 5.14 89.53 4.38 78.32 37.25 20020809 8.67 13.090.234 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 23.660.324 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 39.980.417 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 19.330.682 22.13 5.69 21.6 4.27 21.89 0.04 0.57 -3.08 20020818 21.84 20.680.495 26.87 7.38 27.14 5.87 26.03 -1.15 -7.12 -11.76 20020819 16.32 18.470.385 34.98 7.89 31.82 5.71 38.65 2.14 17.58 6.69 20020820 12.88 14.630.319 38.67 7.01 34.66 4.98 41.77 1.76 16.79 4.6 20020821 10.94 13.930.205 41.82 6.56 34.85 4.57 46.28 2.99 34.19 20.28 20020822 15.91 17.740.012 44.69 9.35 38.67 7.11 48.25 1.83 23.69 8.9 20020823 14.58 17.940.378 43.97 8.42 37.81 6.41 49.2 3.36 29.6 13.82 20020824 10.25 19.80.078 106.09 14.83 66.98 10.88 137.25 9.55 128.44 56.25 20020825 9.73 15.590.316 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 17.680.448 41.67 8.91 28.92 5.68 37.54 4.05 28.5 18.64 20020828 7.19 10.740.223 64.98 6.56 48.4 4.67 77.21 3.55 62.46 29.71 20020829 5.67 8.790.182 77.38 5.73 56.98 4.38 98.95 3.12 82.24 36.13 20020830 8.3 12.540.194 66.81 7.82 48.74 5.54 73.43 4.25 56.6 27.8 20020831 9.84 12.450.371 37.7 4.67 32.29 3.71 40.69 2.61 31.09 21.07 20020901 6.97 90.116 45.72 3.99 42.05 3.19 63.86 2.03 49.44 24.6220020902 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 27.380.597 65.22 15.46 43.17 10.93 63.81 10.62 60.62 39.63 20020905 7.42 11.250.304 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 23.090.692 87.68 14.52 53.11 11.07 81.63 10.46 75.58 45.95 20020908 13.48 24.530.035 94.24 16.26 59.94 12.7 97.56 11.05 89.21 49 20020909 21.21 32.860.185 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 17.090.014 79.02 11.61 57.62 8.56 101.1 6.26 84.5 37.33 20020912 6.3 10.150.186 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 25.50.214 39.96 10.61 31.13 7.91 39.79 5.71 29.92 20.01 20020915 13.51 11.350.212 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 20.550.303 62.01 11.07 44.29 8.26 64.04 7.23 57.41 35.88 20020918 13.86 22.70.374 66.92 11.44 50.1 9.27 76.98 8.85 74.04 46.76 20020919 16.08 27.79 0 86.75 17.41 59.84 13.95 102.08 11.71 93.02 49.12 20020920 15.58 18.650.037 47.28 9.58 39.84 7.37 53.41 3.06 38.32 21.31 20020921 12.67 15.230.159 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 13.60.141 100.58 9.33 61.88 7.11 107.77 6.53 100.91 53.87 20020924 9.94 19.430.199 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 12.290.251 50.79 5.17 41.1 4.32 57.38 3.78 52.24 35.15 20020927 6.5 7.670.227 46.8 4.5 42.93 3.04 61.1 1.16 36.82 11.23 20020928 10.17 11.880.611 29.24 4.07 27.08 2.97 32.24 1.71 17.18 9.66 20020929 10.79 17.380.366 69.01 9.84 51.6 7.45 87.77 6.58 80.91 43.62 20020930 14.63 26.590.081 91.3 16.46 63.29 13.36 111 11.95 104.5 55.22NMB, %N

-5.0550 13.9450 11.3550 -2.2950 44.5650 55.8550 65.4850 61.5150 47.5249 22.3551 8.4851 57.651 72.9951 23.5751 4.6351 10.4550 -12.6450 -22.549 -15.9948 18.1951 11.4751 -19.4251 -20.8952 -8.3853 27.0853 -1.7353 8.0753 -8.5954 -11.6853 29.2553 17.5154 41.5553 58.4753 41.1955 20.9455 51.975465.6954

58.1555 10.0954 -5.8751 -19.8452 -13.9551 -18.2951 -21.150 -3.8551 -0.8250 -22.3350 -32.6152 -32.8152 -42.752 -50.5151 -36.1450

-49.1152 -1.7251 -1.2751 23.5249 28.449 9.3649 -18.6551 -17.5451 -36.3752 -12.751 -25.5451 -13.5651 -24.352 -31.2653 38.0353 38.1953 35.515321.7252

13.0451 -33.1352 -19.3952 -5.752 -26.2152 -12.6252 -5.0652 5.3350 -4.2649 38.148 73.150 70.6550 51.0650 29.7150 1450 14.6450 -7.7749 -24.8650 -3.0851 12.9849 0.2149 -5.2949 13.1249 13.6349 27.3649 11.4749 23.0449 93.1946 60.2545 55.2246 29.746 49.2946 55.0946 51.1546 26.546 29.124621.0146

43.648 63.449 51.7648 74.3348 82.8549 82.0149 54.9849 17.7149 57.7949 61.2650 37.5552 28.8651 -15.9552 19.0552 54.2652 63.8352 72.851 19.6451 20.1350 43.4250 92.4552 95.4751 98.9552 44.4752 17.951 16.7851 6150 81.752obs avg, ug/m3CMAQ avg, ug/m3R^2 NME, %RMSE, ug/m3 FE, % MAGE, ug/m3 MNGE, % MB, ug/m3MNB, %MFB, %

0900101133 10.87 13.290.556 43.46 6.3 44.67 4.73 65.12 2.42 51.93 28.21 0900310187 10.17 12.530.523 46.58 6.36 45.38 4.74 63.03 2.36 47.59 25.51 0900500053 9.67 10.160.597 42.19 5.79 45.56 4.08 66.38 0.49 45.22 18.15 1000320043 19.77 14.930.472 32.59 9.19 35.85 6.44 30.11 -4.84 -17.48 -25.19 1000320044 13.2 15.30.611 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 11.060.661 40.21 4.98 44.77 3.77 66.88 1.68 53.64 28.46 2301900023 11.19 8.950.746 26.04 4.22 31.46 2.91 26.05 -2.24 -17.96 -24.44 2451000403 19.6 18.070.455 31.59 9.21 31.73 6.19 33.51 -1.54 7.43 -0.37 2502500423 17.99 18.140.404 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 8.170.626 34.69 5.5 36.23 3.59 32.76 -2.19 -7.87 -16.68 3301100203 8.37 13.370.495 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 15.380.518 31.71 7.27 31.11 5.29 32.37 -1.29 5.2 -2.15 3401300163 16.15 17.70.376 37.4 8.22 34.16 6.04 40.68 1.55 20.83 9.65 3402300063 14.68 13.580.442 34.39 6.97 34.86 5.05 36.76 -1.11 5.86 -3.99 3403900043 17.88 16.740.398 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 33.160.483 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 14.140.647 33.58 8.78 36.88 6.52 31.17 -5.29 -19.88 -27.4 3603100033 11.39 5.560.742 51.45 7.5 71.69 5.86 50.58 -5.83 -50 -71.18 3604701183 17.44 24.590.267 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 14.940.651 26.34 6.01 28.28 4.21 29.27 -1.03 1.11 -5.66 3605900053 15 15.850.578 30.33 6.2 28.56 4.55 32.1 0.86 14.1 7.02 3606100623 18.38 21.130.429 34.42 8.39 32.14 6.33 39.93 2.75 27.03 16.85 3606101153 18.48 23.980.483 42.44 10.7 35.77 7.84 47.5 5.5 36.51 22.47 3606101173 17.69 24.860.405 48.83 10.78 43.81 8.64 67.7 7.17 62.84 38.41 3606101193 18.04 32.40.423 80.69 17.03 61.34 14.55 105.52 14.36 104.95 60.73 3606101233 17.8 20.560.392 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 20.990.561 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 13.70.601 32.13 7.71 35.97 5.63 32.07 -3.82 -14.08 -22.223608101163 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 20.150.562 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 16.680.456 29.7 6.81 29.81 5.05 32.1 -0.32 7.6 0.15 3610300091 13.47 12.830.526 32.27 5.86 34.24 4.35 34.72 -0.64 0.63 -8.11 3610300101 13.61 12.940.513 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 19.270.607 29.86 7.63 33.31 5.8 43.02 -0.17 22.38 8.6 4200300643 25.08 19.290.535 36.51 12.66 38.06 9.16 36.18 -5.79 -4.85 -14.31 4200500013 19.01 15.250.724 27.51 7.29 30.58 5.23 26.43 -3.76 -14.52 -20.36 4209580003 18.56 17.660.547 30.05 7.55 29.41 5.58 29.7 -0.9 3.41 -2.78 5000700123 13.05 8.350.628 38.58 6.72 46.33 5.03 35.76 -4.7 -30.78 -42.1 5002100023 10.42 7.690.708 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 16.540.436 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 10.970.374 42.83 10.28 51.95 7.25 40.83 -5.97 -22.86 -37.86 neopsphil1 23.63 14.450.629 41.52 13.02 47.35 9.81 36.65 -9.17 -30.82 -42.18 pinnacle01 11.88 9.950.718 32.79 5.58 35.66 3.9 41.86 -1.93 9.05 -4.67NMB, %N

22.22135 23.2135 5.05 66 -24.47135 15.88 41 -8.98133 17.94135 -20.01135 -7.83112 0.85 95 5.08120 -21.13112 59.81134 10.92 49 -7.74134 9.61130 -7.55133 -6.36134 79.62130 85.14128 75.12135 -27.23135 -51.2133 41.05129 40.72115 -6.47135 5.71135 14.97128 29.79135 40.5135 79.62135 15.48114 4.2102 29.33 39 17.18 46 -21.8113279.47135

84.63135 26.03 77 5.49135 -1.89135 -4.77135 -4.93135 7.7132 -11.15135 -0.85128 -23.1132 -19.76113 -4.87135 -36.01135 -26.2135 5.96122 -4.68133 4.63133 -35.24133 -38.83 31 -16.26133