VERIFICATION TO WMO STANDARDS ---------------------------------------- JAPAN METEOROLOGICAL AGENCY JUNE 2018 ----------------------------------------------- GLOBAL SPECTRAL MODEL (TL959,L100) ---------------------------------------- TABLE 1.1 NORTHERN HEMISPHERE VERIFICATION AGAINST ANALYSIS (20-90N) ---------------------------------------------------------- MEAN SEA LEVEL PRESSURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE ANOM. CORR. SKILL SCORE PERIOD (hPa) (hPa) -------------- -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ ------ ------ 24 -0.12 -0.09 0.77 0.77 0.99 0.99 18.3 18.6 48 -0.18 -0.15 1.28 1.31 0.98 0.98 27.9 28.2 72 -0.18 -0.16 1.90 1.92 0.94 0.95 36.6 36.7 96 -0.15 2.61 0.90 44.8 120 -0.13 3.49 0.81 53.6 144 -0.12 4.33 0.71 61.6 168 -0.13 5.07 0.60 67.7 192 -0.14 5.64 0.51 71.5 216 -0.17 6.07 0.44 74.5 240 -0.25 6.50 0.38 77.5 264 -0.26 7.02 0.30 79.5 TABLE 1.2 NORTHERN HEMISPHERE VERIFICATION AGAINST ANALYSIS (20-90N) ---------------------------------------------------------- 500 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE ANOM. CORR. SKILL SCORE PERIOD (m) (m) -------------- -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ ------ ------ 24 0.06 0.23 6.18 6.37 1.00 1.00 12.2 12.3 48 0.55 0.78 12.08 12.47 0.99 0.99 21.6 21.6 72 1.50 1.65 19.94 20.09 0.96 0.96 30.9 30.6 96 2.72 28.80 0.92 39.2 120 3.65 39.67 0.85 48.2 144 4.44 50.06 0.75 56.2 168 5.09 58.45 0.66 62.0 192 5.75 66.93 0.55 67.0 216 5.96 73.81 0.45 70.6 240 5.89 80.35 0.36 74.4 264 6.26 86.16 0.28 76.8 TABLE 1.3 NORTHERN HEMISPHERE VERIFICATION AGAINST ANALYSIS (20-90N) ---------------------------------------------------------- 250 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE ANOM. CORR. SKILL SCORE PERIOD (m) (m) -------------- -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ ------ ------ 24 0.13 0.28 8.63 8.83 1.00 1.00 11.0 11.2 48 0.30 0.48 16.85 17.27 0.99 0.99 19.3 19.4 72 0.85 0.97 27.90 28.16 0.97 0.96 28.0 28.0 96 1.46 40.63 0.92 36.2 120 1.86 55.61 0.86 44.9 144 2.21 70.65 0.77 52.4 168 2.95 81.96 0.68 57.7 192 4.10 94.92 0.57 63.2 216 4.53 106.23 0.46 66.9 240 4.79 116.85 0.36 70.7 264 6.12 125.52 0.28 73.3 TABLE 1.4 NORTHERN HEMISPHERE VERIFICATION AGAINST ANALYSIS (20-90N) ---------------------------------------------------------- 500 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE ANOM. CORR. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 0.11 0.10 0.46 0.46 0.99 0.99 48 0.17 0.16 0.81 0.80 0.96 0.96 72 0.21 0.21 1.18 1.17 0.92 0.92 96 0.24 1.54 0.86 120 0.26 1.93 0.78 144 0.26 2.32 0.68 168 0.29 2.58 0.60 192 0.32 2.87 0.50 216 0.33 3.10 0.42 240 0.35 3.33 0.34 264 0.38 3.51 0.27 TABLE 1.5 NORTHERN HEMISPHERE VERIFICATION AGAINST ANALYSIS (20-90N) ---------------------------------------------------------- 250 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE ANOM. CORR. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.16 -0.17 0.65 0.65 0.98 0.98 48 -0.28 -0.29 1.13 1.12 0.94 0.94 72 -0.37 -0.38 1.60 1.60 0.87 0.87 96 -0.46 2.03 0.79 120 -0.51 2.46 0.68 144 -0.54 2.87 0.57 168 -0.56 3.16 0.48 192 -0.55 3.39 0.40 216 -0.55 3.54 0.35 240 -0.52 3.68 0.30 264 -0.47 3.82 0.26 TABLE 1.6 NORTHERN HEMISPHERE VERIFICATION AGAINST ANALYSIS (20-90N) ---------------------------------------------------------- 500 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.15 -0.13 2.04 2.06 48 -0.26 -0.23 3.55 3.56 72 -0.35 -0.32 5.08 5.04 96 -0.41 6.49 120 -0.47 8.05 144 -0.52 9.52 168 -0.55 10.58 192 -0.54 11.65 216 -0.53 12.33 240 -0.49 13.02 264 -0.45 13.58 TABLE 1.7 NORTHERN HEMISPHERE VERIFICATION AGAINST ANALYSIS (20-90N) ---------------------------------------------------------- 250 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.10 -0.12 3.31 3.33 48 -0.19 -0.24 5.53 5.54 72 -0.27 -0.31 7.92 7.86 96 -0.44 10.19 120 -0.52 12.68 144 -0.59 14.98 168 -0.60 16.64 192 -0.51 18.61 216 -0.49 19.78 240 -0.48 20.89 264 -0.39 21.89 TABLE 2.1 TROPICS VERIFICATION AGAINST ANALYSIS (20N-20S) ---------------------------------------------------------- 850 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE ANOM. CORR. SKILL SCORE PERIOD (m) (m) -------------- -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ ------ ------ 24 0.08 0.10 2.96 3.09 0.97 0.97 22.6 22.6 48 0.10 0.04 4.16 4.42 0.95 0.94 29.4 29.2 72 -0.06 -0.03 4.97 5.25 0.92 0.92 33.7 33.5 96 -0.09 5.94 0.90 36.9 120 -0.16 6.97 0.86 40.0 144 -0.08 7.85 0.82 42.6 168 -0.57 8.78 0.79 44.7 192 -0.79 9.87 0.75 46.7 216 -0.94 10.74 0.72 48.3 240 -1.20 11.39 0.69 50.0 264 -1.77 11.87 0.66 50.9 TABLE 2.2 TROPICS VERIFICATION AGAINST ANALYSIS (20N-20S) ---------------------------------------------------------- 250 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE ANOM. CORR. SKILL SCORE PERIOD (m) (m) -------------- -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ ------ ------ 24 -1.44 -1.82 4.86 5.07 0.98 0.98 20.9 21.1 48 -4.43 -5.00 8.81 9.21 0.95 0.95 28.4 28.9 72 -6.75 -7.15 11.71 12.12 0.92 0.91 33.9 34.1 96 -8.65 14.13 0.89 38.1 120 -9.61 16.09 0.85 41.8 144 -9.88 18.15 0.79 45.7 168 -10.25 20.05 0.73 49.6 192 -10.23 21.23 0.68 52.4 216 -10.07 22.46 0.62 55.0 240 -9.73 23.81 0.56 57.0 264 -9.85 25.15 0.51 59.0 TABLE 2.3 TROPICS VERIFICATION AGAINST ANALYSIS (20N-20S) ---------------------------------------------------------- 850 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE ANOM. CORR. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.11 -0.10 0.40 0.42 0.96 0.97 48 -0.13 -0.11 0.60 0.60 0.91 0.93 72 -0.14 -0.12 0.74 0.73 0.86 0.89 96 -0.12 0.84 0.86 120 -0.12 0.94 0.82 144 -0.11 1.03 0.78 168 -0.11 1.12 0.75 192 -0.11 1.20 0.71 216 -0.12 1.30 0.66 240 -0.13 1.40 0.61 264 -0.12 1.47 0.57 TABLE 2.4 TROPICS VERIFICATION AGAINST ANALYSIS (20N-20S) ---------------------------------------------------------- 250 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE ANOM. CORR. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.30 -0.32 0.45 0.47 0.93 0.92 48 -0.52 -0.56 0.71 0.75 0.84 0.83 72 -0.65 -0.70 0.88 0.92 0.75 0.74 96 -0.77 1.04 0.67 120 -0.82 1.13 0.60 144 -0.84 1.20 0.53 168 -0.85 1.25 0.46 192 -0.84 1.28 0.41 216 -0.82 1.32 0.35 240 -0.81 1.36 0.29 264 -0.80 1.39 0.25 TABLE 2.5 TROPICS VERIFICATION AGAINST ANALYSIS (20N-20S) ---------------------------------------------------------- 850 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.10 -0.09 1.38 1.40 48 -0.16 -0.13 2.03 2.03 72 -0.15 -0.14 2.48 2.48 96 -0.12 2.87 120 -0.06 3.21 144 0.01 3.53 168 0.10 3.82 192 0.18 4.07 216 0.26 4.34 240 0.27 4.57 264 0.26 4.69 TABLE 2.6 TROPICS VERIFICATION AGAINST ANALYSIS (20N-20S) ---------------------------------------------------------- 250 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.16 -0.21 3.03 3.07 48 -0.26 -0.31 4.46 4.49 72 -0.28 -0.34 5.49 5.51 96 -0.32 6.24 120 -0.26 7.03 144 -0.25 7.81 168 -0.19 8.66 192 -0.13 9.36 216 -0.11 10.04 240 -0.07 10.69 264 0.02 11.28 TABLE 3.1 SOUTHERN HEMISPHERE VERIFICATION AGAINST ANALYSIS (20-90S) ---------------------------------------------------------- MEAN SEA LEVEL PRESSURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE ANOM. CORR. SKILL SCORE PERIOD (hPa) (hPa) -------------- -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ ------ ------ 24 0.08 0.05 1.01 1.00 1.00 1.00 12.7 12.7 48 0.11 0.08 2.12 2.10 0.98 0.98 23.2 23.1 72 0.10 0.07 3.35 3.34 0.95 0.95 32.5 32.4 96 0.04 4.74 0.91 40.8 120 0.02 6.34 0.84 48.8 144 0.01 7.80 0.75 54.9 168 0.08 8.99 0.67 60.1 192 0.08 10.15 0.58 64.2 216 0.13 11.26 0.49 67.4 240 0.24 12.04 0.42 70.0 264 0.33 12.76 0.35 72.0 TABLE 3.2 SOUTHERN HEMISPHERE VERIFICATION AGAINST ANALYSIS (20-90S) ---------------------------------------------------------- 500 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE ANOM. CORR. SKILL SCORE PERIOD (m) (m) -------------- -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ ------ ------ 24 -0.33 -0.53 8.47 8.32 1.00 1.00 10.0 9.9 48 -0.89 -1.02 18.18 17.80 0.99 0.99 18.5 18.4 72 -1.27 -1.33 30.18 29.83 0.96 0.96 26.8 26.6 96 -1.64 44.52 0.92 34.5 120 -1.96 61.13 0.84 42.3 144 -2.28 77.15 0.75 48.9 168 -1.85 90.86 0.65 54.2 192 -1.91 104.01 0.54 58.9 216 -1.54 116.26 0.44 62.4 240 -1.04 126.13 0.34 65.3 264 -0.25 135.22 0.24 67.9 TABLE 3.3 SOUTHERN HEMISPHERE VERIFICATION AGAINST ANALYSIS (20-90S) ---------------------------------------------------------- 250 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE ANOM. CORR. SKILL SCORE PERIOD (m) (m) -------------- -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ ------ ------ 24 -0.81 -1.03 11.16 11.11 1.00 1.00 8.2 8.2 48 -2.04 -2.19 23.17 22.61 0.99 0.99 14.6 14.5 72 -2.81 -2.91 37.34 36.89 0.97 0.97 21.1 21.0 96 -3.46 55.30 0.93 27.9 120 -3.76 77.40 0.86 35.3 144 -3.93 99.12 0.77 41.8 168 -4.23 117.19 0.68 46.8 192 -4.28 134.71 0.57 51.6 216 -3.57 151.01 0.47 55.0 240 -3.43 164.50 0.37 57.9 264 -3.13 177.33 0.26 60.7 TABLE 3.4 SOUTHERN HEMISPHERE VERIFICATION AGAINST ANALYSIS (20-90S) ---------------------------------------------------------- 500 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE ANOM. CORR. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.01 -0.01 0.54 0.53 0.99 0.99 48 -0.05 -0.04 1.04 1.02 0.96 0.96 72 -0.06 -0.06 1.52 1.52 0.92 0.92 96 -0.07 2.04 0.86 120 -0.09 2.66 0.76 144 -0.09 3.19 0.65 168 -0.13 3.61 0.55 192 -0.14 4.00 0.46 216 -0.14 4.30 0.38 240 -0.17 4.58 0.29 264 -0.17 4.83 0.21 TABLE 3.5 SOUTHERN HEMISPHERE VERIFICATION AGAINST ANALYSIS (20-90S) ---------------------------------------------------------- 250 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE ANOM. CORR. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.05 -0.05 0.63 0.62 0.98 0.98 48 -0.09 -0.09 1.11 1.09 0.94 0.94 72 -0.11 -0.12 1.57 1.56 0.87 0.87 96 -0.11 2.01 0.79 120 -0.09 2.48 0.67 144 -0.08 2.87 0.56 168 -0.09 3.18 0.46 192 -0.07 3.48 0.36 216 -0.04 3.66 0.30 240 -0.04 3.86 0.25 264 -0.09 4.03 0.20 TABLE 3.6 SOUTHERN HEMISPHERE VERIFICATION AGAINST ANALYSIS (20-90S) ---------------------------------------------------------- 500 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.03 -0.04 2.51 2.48 48 -0.03 -0.05 4.72 4.65 72 -0.03 -0.05 6.83 6.78 96 -0.04 8.86 120 -0.02 11.03 144 0.04 12.96 168 -0.07 14.53 192 -0.03 15.98 216 -0.01 17.09 240 -0.04 18.08 264 -0.12 18.91 TABLE 3.7 SOUTHERN HEMISPHERE VERIFICATION AGAINST ANALYSIS (20-90S) ---------------------------------------------------------- 250 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.07 -0.06 3.41 3.43 48 -0.13 -0.13 6.00 5.97 72 -0.15 -0.15 8.62 8.50 96 -0.19 11.30 120 -0.19 14.40 144 -0.16 17.37 168 -0.26 19.82 192 -0.25 22.18 216 -0.23 23.98 240 -0.33 25.56 264 -0.55 26.82 TABLE 4.1 NORTH AMERICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -3.36 -1.31 8.24 8.25 0.97 0.97 48 -2.05 -0.12 10.21 11.32 0.97 0.97 72 -0.39 0.36 14.36 15.15 0.95 0.94 96 0.64 18.89 0.91 120 1.67 24.29 0.87 144 3.33 28.46 0.82 168 3.85 32.24 0.78 192 4.10 36.67 0.74 216 7.44 40.35 0.68 240 5.74 43.87 0.66 264 -0.74 48.19 0.58 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 83 12 UTC = 84 --------------------------------------------------------- TABLE 4.2 NORTH AMERICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -4.78 -3.51 10.00 9.73 0.98 0.98 48 -2.56 -1.61 13.32 13.47 0.98 0.98 72 -0.18 -0.55 19.34 19.87 0.96 0.96 96 -0.20 26.14 0.94 120 0.72 34.14 0.90 144 4.16 41.74 0.86 168 6.77 47.09 0.83 192 9.57 54.88 0.78 216 15.92 62.39 0.72 240 13.92 68.82 0.67 264 6.09 75.56 0.62 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 88 12 UTC = 89 --------------------------------------------------------- TABLE 4.3 NORTH AMERICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -5.70 -5.27 14.74 14.27 0.98 0.98 48 -3.68 -3.72 20.84 20.97 0.98 0.98 72 -1.12 -3.03 29.14 30.81 0.96 0.96 96 -2.92 40.20 0.94 120 -3.14 53.60 0.90 144 0.94 64.64 0.87 168 5.40 75.02 0.83 192 11.43 85.80 0.79 216 20.51 98.90 0.72 240 18.37 109.69 0.66 264 10.72 121.71 0.60 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 88 12 UTC = 89 --------------------------------------------------------- TABLE 4.4 NORTH AMERICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.42 -0.62 1.45 1.64 0.89 0.88 48 -0.40 -0.62 1.61 1.82 0.92 0.92 72 -0.34 -0.59 1.77 2.06 0.91 0.90 96 -0.54 2.22 0.88 120 -0.45 2.55 0.85 144 -0.24 2.90 0.82 168 -0.06 3.32 0.78 192 0.10 3.69 0.74 216 0.26 3.96 0.72 240 0.24 4.13 0.69 264 0.06 4.64 0.61 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 83 12 UTC = 83 --------------------------------------------------------- TABLE 4.5 NORTH AMERICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 0.13 0.16 0.86 0.90 0.90 0.91 48 0.18 0.21 1.06 1.09 0.92 0.92 72 0.25 0.26 1.26 1.34 0.91 0.90 96 0.25 1.58 0.87 120 0.18 1.89 0.83 144 0.26 2.19 0.80 168 0.37 2.42 0.77 192 0.49 2.69 0.74 216 0.63 2.94 0.69 240 0.58 3.16 0.64 264 0.53 3.47 0.57 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 89 12 UTC = 89 --------------------------------------------------------- TABLE 4.6 NORTH AMERICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.02 -0.05 1.04 1.01 0.88 0.89 48 -0.12 -0.15 1.28 1.26 0.87 0.88 72 -0.17 -0.21 1.56 1.56 0.83 0.84 96 -0.22 1.80 0.78 120 -0.26 2.03 0.72 144 -0.23 2.33 0.65 168 -0.19 2.38 0.67 192 -0.06 2.63 0.58 216 0.04 2.71 0.56 240 0.10 2.75 0.56 264 0.15 2.94 0.55 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 89 12 UTC = 89 --------------------------------------------------------- TABLE 4.7 NORTH AMERICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.61 -1.16 3.64 3.97 48 -0.62 -1.26 4.11 4.54 72 -0.61 -1.35 4.77 5.22 96 -1.42 5.96 120 -1.48 6.57 144 -1.47 7.25 168 -1.42 7.97 192 -1.44 8.67 216 -1.55 8.72 240 -1.60 9.32 264 -1.32 9.84 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 80 12 UTC = 79 --------------------------------------------------------- TABLE 4.8 NORTH AMERICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.79 -0.62 4.14 4.11 48 -0.92 -0.65 5.01 5.00 72 -1.02 -0.79 6.02 6.12 96 -0.84 7.17 120 -0.85 8.34 144 -0.96 9.42 168 -1.10 10.52 192 -1.12 11.82 216 -1.22 12.31 240 -0.88 13.08 264 -0.43 13.99 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 87 12 UTC = 87 --------------------------------------------------------- TABLE 4.9 NORTH AMERICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.84 -0.77 6.25 6.00 48 -0.87 -0.95 8.02 7.80 72 -0.90 -1.10 9.63 9.70 96 -1.15 11.65 120 -1.08 14.18 144 -1.03 15.97 168 -1.26 17.42 192 -1.43 20.21 216 -1.48 21.26 240 -1.03 21.93 264 -0.02 23.64 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 87 12 UTC = 87 --------------------------------------------------------- TABLE 5.1 EUROPE/NORTH AFRICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -6.63 -4.90 9.71 9.00 0.97 0.97 48 -10.51 -9.83 14.34 13.68 0.97 0.97 72 -12.20 -12.21 17.55 17.64 0.95 0.95 96 -11.61 21.28 0.92 120 -11.11 27.33 0.87 144 -8.16 31.26 0.82 168 -3.31 35.46 0.79 192 -3.77 39.30 0.75 216 -6.26 43.09 0.64 240 -6.14 48.39 0.59 264 -1.23 53.28 0.56 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 64 12 UTC = 57 --------------------------------------------------------- TABLE 5.2 EUROPE/NORTH AFRICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -7.41 -4.43 11.49 10.09 0.98 0.98 48 -9.79 -8.25 15.53 14.27 0.98 0.98 72 -11.09 -10.22 20.06 19.98 0.97 0.97 96 -9.11 28.32 0.93 120 -7.13 42.14 0.86 144 -5.67 50.84 0.81 168 1.85 57.73 0.76 192 -0.22 67.76 0.72 216 -3.70 78.25 0.61 240 -5.43 85.80 0.53 264 -1.36 92.23 0.53 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 64 12 UTC = 56 --------------------------------------------------------- TABLE 5.3 EUROPE/NORTH AFRICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -7.50 -4.78 16.88 16.15 0.98 0.98 48 -9.22 -7.93 21.68 20.39 0.98 0.98 72 -11.13 -10.16 29.54 28.93 0.96 0.96 96 -9.48 43.21 0.92 120 -7.50 64.06 0.84 144 -8.75 77.18 0.80 168 0.70 88.71 0.75 192 -2.17 101.86 0.71 216 -7.51 118.57 0.61 240 -13.15 130.20 0.53 264 -9.42 136.20 0.52 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 65 12 UTC = 57 --------------------------------------------------------- TABLE 5.4 EUROPE/NORTH AFRICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.43 0.05 1.18 1.10 0.88 0.86 48 -0.45 0.04 1.35 1.24 0.91 0.91 72 -0.44 0.07 1.51 1.42 0.90 0.90 96 0.15 1.70 0.86 120 0.26 2.19 0.82 144 0.14 2.56 0.78 168 0.18 3.05 0.71 192 0.14 3.28 0.68 216 0.28 3.67 0.64 240 0.15 4.02 0.57 264 0.09 4.16 0.53 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 68 12 UTC = 60 --------------------------------------------------------- TABLE 5.5 EUROPE/NORTH AFRICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 0.13 0.11 0.76 0.71 0.90 0.91 48 0.25 0.22 0.96 0.88 0.92 0.93 72 0.28 0.24 1.20 1.13 0.91 0.91 96 0.27 1.52 0.84 120 0.28 2.05 0.77 144 0.19 2.35 0.72 168 0.45 2.61 0.69 192 0.30 2.98 0.64 216 0.22 3.30 0.56 240 0.08 3.48 0.49 264 0.06 3.71 0.46 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 68 12 UTC = 59 --------------------------------------------------------- TABLE 5.6 EUROPE/NORTH AFRICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 0.10 0.12 0.89 0.93 0.90 0.91 48 0.03 0.08 1.12 1.08 0.90 0.91 72 0.00 0.03 1.30 1.32 0.86 0.88 96 -0.09 1.71 0.79 120 -0.10 2.05 0.75 144 -0.16 2.43 0.69 168 -0.37 2.49 0.65 192 -0.20 2.79 0.55 216 -0.22 2.93 0.51 240 -0.34 3.07 0.46 264 -0.31 3.17 0.46 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 68 12 UTC = 59 --------------------------------------------------------- TABLE 5.7 EUROPE/NORTH AFRICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.62 -0.49 3.52 3.41 48 -0.63 -0.53 3.90 3.70 72 -0.81 -0.64 4.30 4.11 96 -0.77 4.80 120 -0.77 5.64 144 -0.62 6.61 168 -0.56 7.08 192 -0.70 7.34 216 -0.78 7.73 240 -0.79 8.35 264 -0.82 8.43 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 67 12 UTC = 59 --------------------------------------------------------- TABLE 5.8 EUROPE/NORTH AFRICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.53 -0.52 3.52 3.51 48 -0.58 -0.63 4.15 4.06 72 -0.75 -0.76 5.05 5.04 96 -0.79 6.78 120 -0.87 8.96 144 -0.58 10.54 168 -0.73 11.04 192 -0.47 11.86 216 -0.61 13.02 240 -0.55 14.38 264 -0.74 15.20 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 68 12 UTC = 59 --------------------------------------------------------- TABLE 5.9 EUROPE/NORTH AFRICA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.67 -0.83 5.44 5.26 48 -0.62 -0.91 6.89 6.59 72 -0.93 -0.88 8.66 8.46 96 -1.00 11.56 120 -1.18 15.24 144 -0.57 17.78 168 -0.92 19.08 192 -0.17 20.34 216 -0.26 21.46 240 -0.02 24.18 264 -0.52 25.01 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 67 12 UTC = 59 --------------------------------------------------------- TABLE 6.1 ASIA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -3.06 -3.39 9.71 9.83 0.95 0.95 48 -2.61 -3.76 12.79 12.30 0.96 0.96 72 -2.30 -2.61 15.79 14.66 0.94 0.94 96 -3.80 18.07 0.91 120 -4.72 23.49 0.85 144 -4.21 28.77 0.78 168 -2.77 32.77 0.74 192 -1.88 36.45 0.71 216 -1.81 40.03 0.68 240 -1.93 43.39 0.65 264 -2.83 45.46 0.61 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 118 12 UTC = 118 --------------------------------------------------------- TABLE 6.2 ASIA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -4.79 -3.14 12.81 12.08 0.96 0.95 48 -2.92 -2.09 15.63 15.29 0.96 0.96 72 -1.08 0.50 19.74 18.69 0.95 0.95 96 0.55 22.93 0.93 120 0.89 29.96 0.89 144 2.18 38.91 0.81 168 3.64 44.70 0.76 192 5.08 52.11 0.69 216 6.21 56.92 0.67 240 7.92 61.30 0.64 264 7.31 63.58 0.63 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 127 12 UTC = 127 --------------------------------------------------------- TABLE 6.3 ASIA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -7.91 -4.54 21.42 19.42 0.96 0.95 48 -4.71 -2.14 24.74 24.00 0.96 0.97 72 -1.81 1.92 31.10 29.67 0.96 0.96 96 2.46 36.43 0.94 120 3.12 45.63 0.92 144 3.41 59.27 0.85 168 5.63 70.85 0.78 192 7.39 84.62 0.72 216 10.28 93.48 0.70 240 15.31 103.22 0.66 264 16.23 108.44 0.62 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 128 12 UTC = 126 --------------------------------------------------------- TABLE 6.4 ASIA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.47 -0.51 1.62 1.56 0.87 0.87 48 -0.41 -0.48 1.79 1.74 0.90 0.89 72 -0.34 -0.41 2.01 1.95 0.88 0.88 96 -0.29 2.13 0.86 120 -0.18 2.51 0.82 144 -0.08 3.06 0.74 168 -0.02 3.46 0.69 192 0.09 3.82 0.66 216 0.10 3.97 0.66 240 0.20 4.20 0.63 264 0.29 4.25 0.62 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 137 12 UTC = 137 --------------------------------------------------------- TABLE 6.5 ASIA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 0.06 0.13 0.93 0.98 0.86 0.85 48 0.12 0.21 1.12 1.15 0.89 0.87 72 0.17 0.26 1.31 1.31 0.88 0.87 96 0.28 1.50 0.86 120 0.31 1.70 0.83 144 0.29 2.01 0.77 168 0.34 2.29 0.72 192 0.37 2.61 0.68 216 0.44 2.77 0.68 240 0.53 3.03 0.65 264 0.51 3.10 0.64 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 154 12 UTC = 154 --------------------------------------------------------- TABLE 6.6 ASIA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.24 -0.16 1.25 1.20 0.88 0.87 48 -0.23 -0.15 1.56 1.52 0.88 0.87 72 -0.16 -0.08 1.83 1.77 0.85 0.85 96 -0.08 1.98 0.82 120 -0.07 2.27 0.79 144 -0.09 2.62 0.73 168 -0.08 2.81 0.70 192 -0.11 3.07 0.66 216 0.05 3.31 0.66 240 0.18 3.46 0.64 264 0.24 3.67 0.60 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 153 12 UTC = 152 --------------------------------------------------------- TABLE 6.7 ASIA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.97 -0.77 3.94 3.82 48 -0.98 -0.72 4.48 4.31 72 -0.93 -0.67 5.11 4.80 96 -0.71 5.36 120 -0.70 6.04 144 -0.68 6.79 168 -0.64 7.36 192 -0.74 7.91 216 -0.74 8.23 240 -0.74 8.46 264 -0.61 8.70 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 134 12 UTC = 133 --------------------------------------------------------- TABLE 6.8 ASIA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.82 -0.65 4.04 4.10 48 -0.91 -0.73 5.05 4.99 72 -1.02 -0.75 6.13 5.76 96 -0.79 6.67 120 -0.82 7.65 144 -0.94 8.89 168 -0.98 9.83 192 -1.09 10.77 216 -1.06 11.39 240 -0.85 11.77 264 -0.53 11.98 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 154 12 UTC = 152 --------------------------------------------------------- TABLE 6.9 ASIA VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.67 -0.56 6.04 6.05 48 -0.92 -0.80 7.83 7.75 72 -1.03 -0.83 9.49 9.36 96 -1.00 10.55 120 -0.98 12.15 144 -0.77 14.27 168 -0.68 16.04 192 -0.88 18.23 216 -0.92 19.60 240 -0.71 20.41 264 -0.56 21.06 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 152 12 UTC = 150 --------------------------------------------------------- TABLE 7.1 AUSTRALIA/NEW ZEALAND VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -4.26 -7.22 9.21 11.74 0.98 0.99 48 -2.56 -6.64 9.97 12.74 0.99 0.99 72 -3.30 -6.85 13.13 15.77 0.98 0.98 96 -8.44 22.14 0.96 120 -9.68 29.37 0.93 144 -9.86 35.53 0.88 168 -12.00 40.71 0.88 192 -16.84 50.44 0.78 216 -13.25 55.94 0.71 240 -6.54 56.56 0.68 264 -8.32 65.64 0.73 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 30 12 UTC = 12 --------------------------------------------------------- TABLE 7.2 AUSTRALIA/NEW ZEALAND VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -9.75 -13.21 13.53 16.67 0.98 0.99 48 -8.47 -13.58 14.76 18.49 0.99 0.99 72 -9.85 -14.06 20.57 23.56 0.98 0.98 96 -16.69 32.22 0.96 120 -16.61 40.07 0.92 144 -15.51 47.47 0.89 168 -17.25 57.00 0.84 192 -24.97 71.84 0.79 216 -18.66 78.21 0.72 240 -10.66 83.07 0.65 264 -12.94 95.42 0.68 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 29 12 UTC = 11 --------------------------------------------------------- TABLE 7.3 AUSTRALIA/NEW ZEALAND VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -8.70 -12.61 15.03 17.84 0.98 0.99 48 -6.63 -12.65 18.46 21.49 0.99 0.99 72 -7.45 -13.01 26.43 29.77 0.98 0.98 96 -15.54 40.55 0.96 120 -15.04 49.22 0.92 144 -13.01 59.48 0.88 168 -13.81 73.95 0.80 192 -21.58 95.44 0.79 216 -10.79 103.73 0.71 240 -1.13 113.47 0.67 264 -6.09 130.19 0.62 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 29 12 UTC = 12 --------------------------------------------------------- TABLE 7.4 AUSTRALIA/NEW ZEALAND VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.62 -0.56 1.22 1.23 0.80 0.84 48 -0.67 -0.62 1.32 1.36 0.86 0.85 72 -0.73 -0.62 1.52 1.54 0.84 0.84 96 -0.65 1.75 0.82 120 -0.60 1.86 0.80 144 -0.46 2.03 0.79 168 -0.49 2.25 0.74 192 -0.58 2.65 0.60 216 -0.50 2.69 0.62 240 -0.43 2.81 0.60 264 -0.50 2.82 0.60 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 30 12 UTC = 12 --------------------------------------------------------- TABLE 7.5 AUSTRALIA/NEW ZEALAND VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.02 0.03 0.89 0.85 0.88 0.92 48 0.03 0.02 1.04 0.99 0.91 0.93 72 0.00 0.05 1.22 1.19 0.91 0.92 96 0.00 1.50 0.88 120 0.16 1.75 0.82 144 0.23 1.91 0.77 168 0.27 2.45 0.67 192 0.16 2.59 0.74 216 0.30 2.93 0.68 240 0.33 3.11 0.64 264 0.30 3.30 0.55 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 30 12 UTC = 12 --------------------------------------------------------- TABLE 7.6 AUSTRALIA/NEW ZEALAND VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 0.12 0.24 1.08 1.11 0.89 0.88 48 0.03 0.18 1.26 1.34 0.92 0.90 72 0.03 0.19 1.55 1.62 0.90 0.90 96 0.23 1.94 0.89 120 0.09 2.43 0.82 144 0.15 2.64 0.78 168 0.17 2.81 0.70 192 0.56 3.24 0.62 216 0.65 3.41 0.59 240 0.52 3.73 0.56 264 0.33 3.85 0.54 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 30 12 UTC = 12 --------------------------------------------------------- TABLE 7.7 AUSTRALIA/NEW ZEALAND VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.47 -0.38 3.57 3.66 48 -0.46 -0.30 3.97 4.14 72 -0.35 -0.11 4.46 4.62 96 -0.07 5.53 120 0.12 6.61 144 0.22 7.24 168 0.26 7.67 192 -0.10 8.50 216 -0.14 9.34 240 -0.13 10.07 264 0.15 10.61 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 31 12 UTC = 14 --------------------------------------------------------- TABLE 7.8 AUSTRALIA/NEW ZEALAND VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.47 -0.53 4.32 4.31 48 -0.41 -0.39 5.11 5.01 72 -0.36 -0.06 6.07 6.05 96 -0.12 7.24 120 0.32 9.16 144 -0.07 9.92 168 0.20 10.55 192 0.08 12.21 216 0.15 12.82 240 -0.03 14.31 264 0.88 15.25 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 31 12 UTC = 14 --------------------------------------------------------- TABLE 7.9 AUSTRALIA/NEW ZEALAND VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.87 -0.60 5.59 5.28 48 -0.94 -0.75 6.84 6.61 72 -1.08 -0.62 8.25 8.30 96 -0.37 10.18 120 0.01 11.92 144 -0.34 14.37 168 -0.56 15.22 192 -0.39 18.29 216 -0.40 19.29 240 -0.25 22.25 264 -0.38 22.75 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 30 12 UTC = 14 --------------------------------------------------------- TABLE 8.1 TROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -4.76 -3.80 9.20 9.22 0.68 0.72 48 -4.35 -3.65 9.50 9.53 0.81 0.81 72 -4.92 -3.94 10.20 10.01 0.83 0.83 96 -4.52 10.81 0.79 120 -4.86 11.69 0.75 144 -4.94 12.16 0.77 168 -5.59 12.42 0.79 192 -5.46 13.22 0.78 216 -5.04 13.91 0.74 240 -5.07 14.38 0.69 264 -5.38 14.55 0.71 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 66 12 UTC = 62 --------------------------------------------------------- TABLE 8.2 TROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -6.59 -6.03 12.07 11.97 0.66 0.63 48 -6.30 -6.10 12.45 12.39 0.78 0.74 72 -7.14 -6.71 13.43 13.23 0.79 0.74 96 -7.51 14.08 0.73 120 -8.15 14.87 0.71 144 -8.38 15.53 0.71 168 -8.73 16.02 0.71 192 -8.62 16.33 0.71 216 -8.16 16.80 0.63 240 -7.94 17.35 0.54 264 -7.87 17.78 0.54 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 66 12 UTC = 63 --------------------------------------------------------- TABLE 8.3 TROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -7.30 -7.51 15.07 14.18 0.67 0.69 48 -8.12 -9.22 16.86 16.52 0.77 0.79 72 -9.59 -10.89 19.10 19.06 0.77 0.77 96 -12.33 20.92 0.76 120 -13.31 22.17 0.75 144 -13.92 24.00 0.73 168 -14.39 25.30 0.72 192 -14.20 25.95 0.70 216 -13.81 26.95 0.60 240 -13.05 26.74 0.57 264 -13.30 27.68 0.55 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 65 12 UTC = 62 --------------------------------------------------------- TABLE 8.4 TROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.41 -0.44 1.07 1.01 0.44 0.43 48 -0.48 -0.44 1.11 1.05 0.56 0.52 72 -0.49 -0.44 1.12 1.06 0.62 0.58 96 -0.44 1.08 0.60 120 -0.45 1.10 0.59 144 -0.44 1.14 0.58 168 -0.44 1.16 0.59 192 -0.44 1.18 0.55 216 -0.42 1.19 0.51 240 -0.43 1.24 0.47 264 -0.42 1.30 0.47 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 76 12 UTC = 72 --------------------------------------------------------- TABLE 8.5 TROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 0.23 0.20 0.82 0.84 0.60 0.55 48 0.27 0.22 0.89 0.90 0.67 0.64 72 0.26 0.23 0.94 0.95 0.69 0.65 96 0.21 0.99 0.65 120 0.17 1.03 0.64 144 0.16 1.07 0.64 168 0.16 1.13 0.62 192 0.16 1.18 0.56 216 0.15 1.24 0.48 240 0.17 1.24 0.47 264 0.19 1.28 0.48 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 76 12 UTC = 73 --------------------------------------------------------- TABLE 8.6 TROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.23 -0.30 0.63 0.66 0.64 0.65 48 -0.37 -0.48 0.76 0.83 0.69 0.67 72 -0.42 -0.55 0.85 0.94 0.69 0.66 96 -0.59 1.02 0.63 120 -0.59 1.07 0.64 144 -0.62 1.13 0.64 168 -0.63 1.17 0.62 192 -0.63 1.22 0.61 216 -0.64 1.25 0.59 240 -0.63 1.27 0.60 264 -0.66 1.31 0.58 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 75 12 UTC = 72 --------------------------------------------------------- TABLE 8.7 TROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.31 -0.34 3.33 3.33 48 -0.33 -0.38 3.62 3.59 72 -0.27 -0.39 3.86 3.84 96 -0.36 4.05 120 -0.34 4.26 144 -0.31 4.49 168 -0.24 4.63 192 -0.22 4.75 216 -0.20 4.94 240 -0.21 5.12 264 -0.30 5.20 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 68 12 UTC = 66 --------------------------------------------------------- TABLE 8.8 TROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -1.08 -1.15 3.72 3.69 48 -1.11 -1.19 4.07 4.02 72 -1.03 -1.14 4.41 4.42 96 -1.06 4.78 120 -1.00 5.20 144 -0.98 5.52 168 -1.00 5.88 192 -0.97 6.09 216 -0.89 6.33 240 -0.80 6.61 264 -0.74 6.76 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 68 12 UTC = 66 --------------------------------------------------------- TABLE 8.9 TROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.74 -0.83 4.79 4.90 48 -0.82 -0.91 5.67 5.76 72 -0.84 -0.83 6.48 6.63 96 -0.77 7.29 120 -0.71 8.12 144 -0.65 8.92 168 -0.58 9.43 192 -0.53 9.85 216 -0.71 10.39 240 -0.81 10.59 264 -0.64 11.28 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 67 12 UTC = 65 --------------------------------------------------------- TABLE 9.1 NORTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -4.42 -3.80 9.52 9.48 0.97 0.97 48 -4.94 -4.93 12.75 12.79 0.97 0.97 72 -4.55 -4.58 16.30 16.13 0.96 0.96 96 -4.13 20.53 0.93 120 -3.91 27.08 0.89 144 -3.18 33.15 0.84 168 -2.58 38.58 0.80 192 -2.61 43.18 0.76 216 -2.15 47.10 0.72 240 -2.23 51.28 0.68 264 -2.64 55.93 0.64 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 388 12 UTC = 380 --------------------------------------------------------- TABLE 9.2 NORTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -5.74 -4.41 12.15 11.65 0.97 0.97 48 -5.17 -4.48 15.72 15.56 0.98 0.98 72 -3.78 -3.23 21.31 21.03 0.97 0.97 96 -2.04 28.22 0.94 120 -1.01 38.85 0.90 144 0.71 48.39 0.85 168 1.96 56.06 0.81 192 2.40 64.60 0.76 216 3.98 71.52 0.72 240 4.07 77.94 0.68 264 3.12 83.54 0.65 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 402 12 UTC = 392 --------------------------------------------------------- TABLE 9.3 NORTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -7.26 -5.51 19.06 18.06 0.97 0.97 48 -6.40 -5.38 23.70 23.35 0.98 0.98 72 -4.74 -3.81 31.52 31.40 0.97 0.97 96 -2.67 41.96 0.94 120 -1.86 56.58 0.90 144 -0.56 70.78 0.85 168 1.24 82.61 0.81 192 2.56 96.34 0.76 216 4.73 107.86 0.71 240 5.04 118.79 0.66 264 4.64 126.42 0.63 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 403 12 UTC = 392 --------------------------------------------------------- TABLE 9.4 NORTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.51 -0.47 1.48 1.50 0.89 0.89 48 -0.49 -0.46 1.64 1.67 0.92 0.91 72 -0.44 -0.41 1.84 1.89 0.91 0.91 96 -0.32 2.13 0.88 120 -0.23 2.54 0.84 144 -0.13 3.00 0.79 168 -0.08 3.43 0.75 192 -0.03 3.80 0.72 216 0.04 4.00 0.70 240 0.05 4.26 0.67 264 0.02 4.49 0.64 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 416 12 UTC = 404 --------------------------------------------------------- TABLE 9.5 NORTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 0.09 0.12 0.90 0.92 0.91 0.91 48 0.16 0.18 1.11 1.11 0.92 0.92 72 0.20 0.22 1.35 1.34 0.91 0.91 96 0.24 1.63 0.88 120 0.25 1.98 0.83 144 0.27 2.33 0.78 168 0.33 2.61 0.75 192 0.34 2.93 0.70 216 0.39 3.12 0.68 240 0.39 3.37 0.64 264 0.37 3.54 0.62 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 444 12 UTC = 432 --------------------------------------------------------- TABLE 9.6 NORTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.07 -0.04 1.13 1.12 0.90 0.91 48 -0.12 -0.09 1.43 1.40 0.90 0.90 72 -0.13 -0.10 1.76 1.74 0.87 0.88 96 -0.13 2.09 0.83 120 -0.16 2.43 0.78 144 -0.18 2.80 0.73 168 -0.20 3.03 0.70 192 -0.15 3.27 0.66 216 -0.13 3.46 0.64 240 -0.08 3.58 0.63 264 -0.03 3.74 0.61 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 441 12 UTC = 428 --------------------------------------------------------- TABLE 9.7 NORTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.78 -0.77 3.70 3.70 48 -0.81 -0.78 4.19 4.17 72 -0.83 -0.80 4.78 4.74 96 -0.86 5.44 120 -0.87 6.23 144 -0.85 7.02 168 -0.82 7.71 192 -0.86 8.18 216 -0.91 8.42 240 -0.93 8.85 264 -0.84 9.17 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 401 12 UTC = 389 --------------------------------------------------------- TABLE 9.8 NORTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.74 -0.64 3.90 3.90 48 -0.83 -0.72 4.84 4.79 72 -0.92 -0.76 5.97 5.84 96 -0.81 7.09 120 -0.85 8.52 144 -0.93 9.91 168 -1.01 10.87 192 -0.97 11.78 216 -1.02 12.41 240 -0.89 13.13 264 -0.70 13.74 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 436 12 UTC = 422 --------------------------------------------------------- TABLE 9.9 NORTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.66 -0.65 5.61 5.54 48 -0.77 -0.79 7.28 7.20 72 -0.83 -0.81 9.08 9.06 96 -0.91 11.07 120 -0.94 13.48 144 -0.81 15.73 168 -0.88 17.28 192 -0.79 19.29 216 -0.79 20.41 240 -0.69 21.56 264 -0.42 22.49 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 433 12 UTC = 419 --------------------------------------------------------- TABLE 10.1 SOUTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -1.74 -0.96 9.65 9.96 0.97 0.98 48 -0.19 -0.41 12.08 13.45 0.98 0.98 72 -0.40 -1.42 16.23 17.94 0.97 0.97 96 -0.97 24.48 0.95 120 -0.52 33.18 0.91 144 -3.51 41.12 0.88 168 -5.55 46.80 0.84 192 -6.65 56.57 0.76 216 -2.68 60.18 0.70 240 -3.51 66.93 0.64 264 -2.35 71.71 0.60 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 47 12 UTC = 40 --------------------------------------------------------- TABLE 10.2 SOUTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -9.00 -8.29 14.02 13.51 0.98 0.99 48 -7.99 -8.84 17.37 18.61 0.98 0.99 72 -8.76 -10.59 24.25 26.78 0.97 0.97 96 -11.60 35.36 0.96 120 -10.67 45.13 0.93 144 -12.22 58.85 0.89 168 -15.32 72.13 0.84 192 -17.41 83.30 0.79 216 -13.23 89.95 0.72 240 -12.63 96.76 0.65 264 -9.04 104.87 0.60 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 46 12 UTC = 40 --------------------------------------------------------- TABLE 10.3 SOUTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA GEOPOTENTIAL HEIGHT JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (m) (m) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -9.99 -7.63 17.94 17.77 0.98 0.99 48 -9.27 -9.23 24.06 25.51 0.98 0.98 72 -10.07 -11.98 34.05 38.18 0.97 0.98 96 -13.85 50.30 0.96 120 -13.18 64.94 0.94 144 -15.08 86.21 0.89 168 -20.11 105.13 0.84 192 -23.95 120.23 0.79 216 -18.38 131.63 0.72 240 -20.12 140.86 0.66 264 -18.57 151.74 0.59 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 47 12 UTC = 41 --------------------------------------------------------- TABLE 10.4 SOUTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.80 -0.91 1.60 1.76 0.88 0.90 48 -0.83 -0.95 1.72 1.95 0.91 0.91 72 -0.83 -0.94 1.93 2.16 0.90 0.90 96 -1.05 2.56 0.88 120 -1.08 2.94 0.85 144 -0.93 3.13 0.83 168 -1.01 3.51 0.77 192 -0.93 3.84 0.71 216 -0.88 4.06 0.66 240 -0.78 4.43 0.58 264 -0.67 4.76 0.50 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 49 12 UTC = 42 --------------------------------------------------------- TABLE 10.5 SOUTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 -0.13 -0.07 0.98 0.95 0.92 0.93 48 -0.12 -0.14 1.19 1.18 0.94 0.95 72 -0.15 -0.18 1.47 1.51 0.93 0.94 96 -0.21 1.88 0.92 120 -0.18 2.30 0.89 144 -0.17 2.86 0.84 168 -0.34 3.43 0.76 192 -0.38 3.51 0.74 216 -0.39 3.93 0.67 240 -0.42 4.25 0.59 264 -0.33 4.39 0.56 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 50 12 UTC = 44 --------------------------------------------------------- TABLE 10.6 SOUTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA TEMPERATURE JUNE 2018 ------------------------------------------------ FORECAST MEAN ERROR RMSE trend corr. PERIOD (K) (K) -------------- -------- 00 UTC 12 UTC 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ ------ ------ 24 0.16 0.18 1.11 1.09 0.91 0.91 48 0.04 0.12 1.33 1.37 0.92 0.91 72 -0.01 0.05 1.65 1.68 0.90 0.89 96 0.00 1.96 0.87 120 -0.12 2.40 0.81 144 -0.13 2.71 0.75 168 -0.18 2.94 0.71 192 -0.17 3.17 0.62 216 -0.22 3.37 0.59 240 -0.38 3.58 0.56 264 -0.59 3.62 0.59 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 50 12 UTC = 44 --------------------------------------------------------- TABLE 10.7 SOUTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 850 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.57 -0.65 4.26 4.41 48 -0.59 -0.76 4.71 4.88 72 -0.49 -0.64 5.35 5.62 96 -0.59 6.42 120 -0.65 7.35 144 -0.70 8.15 168 -0.18 9.09 192 -0.43 9.62 216 -0.87 10.48 240 -0.86 11.14 264 -0.64 11.44 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 49 12 UTC = 42 --------------------------------------------------------- TABLE 10.8 SOUTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 500 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.49 -0.31 4.62 4.54 48 -0.40 -0.33 5.61 5.62 72 -0.35 -0.21 6.88 6.91 96 -0.07 8.38 120 -0.01 10.17 144 -0.31 11.39 168 -0.21 13.15 192 -0.10 14.51 216 -0.17 15.24 240 -0.46 16.56 264 -0.37 17.29 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 51 12 UTC = 44 --------------------------------------------------------- TABLE 10.9 SOUTHERN EXTRATROPICS VERIFICATION AGAINST RADIOSONDES ------------------------------------------------------ 250 HPA WIND JUNE 2018 ------------------------------------------------ FORECAST MEAN SPEED ERROR RMSEV PERIOD (m/s) (m/s) -------- 00 UTC 12 UTC 00 UTC 12 UTC (HOURS) ------ ------ ------ ------ 24 -0.74 -0.50 5.97 5.89 48 -0.77 -0.50 7.40 7.48 72 -0.85 -0.51 9.16 9.61 96 -0.44 11.76 120 -0.43 14.63 144 -0.86 17.75 168 -1.03 19.80 192 -0.65 22.24 216 -0.44 23.97 240 -0.91 25.78 264 -1.55 26.20 --------------------------------------------------------- NUMBER OF OBSERVATIONS USED 00 UTC = 50 12 UTC = 44 ---------------------------------------------------------