Operational Data Checking
An automatic data checking system has been implemented at ECMWF to trigger warnings in case of anomalies affecting the quality or the availability of the data assimilated by the model. Selected statistical parameters (number of observations, bias correction, and mean bias-corrected background, analysis departures and probability of gross error) are checked against an expected range. An appropriate alert message (including a time series plot) is generated if statistics are outside the specified ranges. A severity level (slight, considerable, severe) is assigned to each message depending on how far statistics are from the expected values. Two kinds of ranges are used by the automatic checking: Soft and Hard limits. Soft limits are updated automatically using statistics from the last twenty days (extremes are excluded during this process). Hard limits are adjusted manually when required.
Currently, the automatic checking is limited to data passing through the minimisation process (including VarBC passive data). It's being applied twice a day to the delayed cut-off 4D-VAR cycles (00 and 12) and four times a day to the early delivery assimilation system (00,06,12 and 18).
The alarm system results are based on feedback information from the ECMWF data assimilation and consequently reflect the ECMWF data usage. Although most warnings are related to data problems, they may on occasion also be related to model issues. Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice. ECMWF accepts no responsibility for actions taken on the basis of these results.
Delayed cut-off 4DVAR at 2021-02-23 12:00
| amsua | ||
| NOAA-19 AMSUA RADIANCES CHANNEL 14 : out of range
1 times in the last 10 days for at least one item Considerable: stdev_fgdepar=0.9745, expected range: 0.6894 0.8565 |
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| METOP-B AMSUA RADIANCES CHANNEL 13 : out of range
1 times in the last 10 days for at least one item Considerable: stdev_fgdepar=0.5640, expected range: 0.4185 0.5072 |
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| iasi | ||
| METOP-A IASI RADIANCES CHANNEL 3165 : out of range
1 times in the last 10 days for at least one item Severe: avg_biascorr=0.5129, expected range: 0.5545 0.5925 |
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| METOP-B IASI RADIANCES CHANNEL 85 : out of range
Severe: avg_biascorr=0.3654, expected range: 0.4007 0.4415 |
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| METOP-A IASI RADIANCES CHANNEL 3312 : out of range
1 times in the last 10 days for at least one item Considerable: avg_biascorr=0.3955, expected range: 0.4320 0.4993 |
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| METOP-B IASI RADIANCES CHANNEL 61 : out of range
Considerable: avg_biascorr=0.3616, expected range: 0.3877 0.4336 |
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| METOP-B IASI RADIANCES CHANNEL 3509 : out of range
1 times in the last 10 days for at least one item Considerable: avg_biascorr=0.0085, expected range: 0.0507 0.1222 |
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| METOP-B IASI RADIANCES CHANNEL 3452 : out of range
1 times in the last 10 days for at least one item Considerable: avg_biascorr=0.0956, expected range: 0.1448 0.2106 |
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| METOP-B IASI RADIANCES CHANNEL 3248 : out of range
Considerable: obs_number=4729.0000, expected range: 4997.8109 6047.4832 |
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| METOP-B IASI RADIANCES CHANNEL 301 : out of range
Considerable: obs_number=5766.0000, expected range: 6024.8473 6991.9762 |
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| METOP-B IASI RADIANCES CHANNEL 201 : out of range
Considerable: obs_number=5680.0000, expected range: 5966.6091 6920.2145 |
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| METOP-B IASI RADIANCES CHANNEL 191 : out of range
Considerable: obs_number=5504.0000, expected range: 5781.1546 6777.1983 |
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| METOP-B IASI RADIANCES CHANNEL 187 : out of range
Considerable: obs_number=5526.0000, expected range: 5861.6959 6832.7747 |
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| METOP-B IASI RADIANCES CHANNEL 185 : out of range
Considerable: obs_number=5454.0000, expected range: 5797.3372 6759.9569 |
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| METOP-B IASI RADIANCES CHANNEL 167 : out of range
Considerable: obs_number=5711.0000, expected range: 5996.4592 7012.2467 |
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| METOP-B IASI RADIANCES CHANNEL 180 : out of range
Considerable: obs_number=5613.0000, expected range: 5955.5742 6907.1317 |
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| METOP-B IASI RADIANCES CHANNEL 179 : out of range
Considerable: obs_number=5651.0000, expected range: 5975.9481 6928.6401 |
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| METOP-B IASI RADIANCES CHANNEL 173 : out of range
Considerable: obs_number=5639.0000, expected range: 5981.6380 6952.7149 |
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| METOP-C IASI RADIANCES CHANNEL 3312 : out of range
1 times in the last 10 days for at least one item Considerable: avg_biascorr=0.4085, expected range: 0.4406 0.5028 |
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| Atmospheric Motion Vector | ||
| METOP-C AMV IR WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=477.0000, expected range: 61.1166 332.8834 |
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| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 24688 PRESSURE LAYER 900-1200 (HPA) : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8110, expected range: -0.5567 0.7500 Severely_persistent: rms_fgdepar=10.1695, expected range: 0.0000 15.2987 |
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| LAND TEMP TEMPERATURE (K) 24343 PRESSURE LAYER 0-300 (HPA) : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=10.3188, expected range: 0.0000 17.0126 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 40 : all data missing
Severe: obs_number=0, expected range: 0.00 395.77 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 26 : all data missing
Severe: obs_number=0, expected range: 0.00 421.07 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_fgdepar=1.8162, expected range: -0.0551 0.5405 Considerable: rms_fgdepar=1.9262, expected range: 0.0000 1.2718 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 55299 PRESSURE LAYER 300-60 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=17.3813, expected range: 0.0000 9.5429 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 87418 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_pge=0.9205, expected range: -0.2640 0.3914 Severe: avg_fgdepar=12.3097, expected range: -1.9000 2.4123 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 87418 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=7.3634, expected range: 0.2962 1.6522 |
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| HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=562.0000, expected range: 657.8096 679.1904 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
Considerable: obs_number=467.0000, expected range: 509.2253 535.2747 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (3 pressure layers affected) : out of range
3 times in the last 10 days for at least one item Considerable: obs_number=140.0000, expected range: 215.9080 296.3420 Considerable: obs_number=278.0000, expected range: 338.7716 435.0062 |
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| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) ANZ1010 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=22.1880, expected range: 0.0000 18.6050 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) ANZ1010 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=36.6141, expected range: 0.0000 17.3522 Severe: avg_fgdepar=36.4381, expected range: -3.9340 13.8297 |
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| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 10103 PRESSURE LAYER 900-1200 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9196, expected range: -1.0693 0.7500 Severely_persistent: rms_fgdepar=19.9213, expected range: 0.0000 15.8493 |
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| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 07182 PRESSURE LAYER 600-900 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8105, expected range: -1.6247 0.7500 |
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| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 07629 PRESSURE LAYER 600-900 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8394, expected range: -1.6023 0.7500 |
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| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 10410 PRESSURE LAYER 600-900 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8798, expected range: -0.8004 0.7500 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 61024 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8520, expected range: -0.6787 0.7500 |
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| LAND PILOT WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HPA) : out of range
Considerable: obs_number=214.0000, expected range: 109.2282 174.0218 |
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| synop | ||
| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18162 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=773.4682, expected range: 437.9970 970.2088 Severely_persistent: avg_fgdepar=773.0850, expected range: 436.5873 970.4157 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 18221 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8448, expected range: 0.2216 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42776 : out of range
14 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=65.9241, expected range: 0.0000 139.5012 Severely_persistent: avg_fgdepar=65.9241, expected range: -51.8143 139.5012 |
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| MANUAL LAND SYNOP RH2M (%) 42915 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_pge=1.0000, expected range: -0.2834 0.7500 Severely_persistent: rms_fgdepar=52.8071, expected range: 1.1025 82.4880 Severely_persistent: avg_fgdepar=52.8071, expected range: 1.1025 82.4880 |
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| AUTOMATIC LAND SYNOP RH2M (%) 68479 : out of range
Severe: avg_pge=0.8999, expected range: -0.0023 0.0083 Severe: rms_fgdepar=41.2736, expected range: -14.2701 20.7463 |
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| AUTOMATIC LAND SYNOP RH2M (%) 40592 : out of range
Severe: avg_pge=0.9730, expected range: -0.0096 0.0167 Severe: rms_fgdepar=48.8280, expected range: 0.0000 17.3155 |
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| AUTOMATIC LAND SYNOP RH2M (%) 40570 : out of range
Severe: rms_fgdepar=30.9337, expected range: 0.0000 7.0830 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 17780 : out of range
Severe: avg_pge=0.8070, expected range: 0.5931 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 43177 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.9940, expected range: -1.2485 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 60566 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=33.5916, expected range: 0.0000 11.4674 |
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| MANUAL LAND SYNOP RH2M (%) 64456 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9708, expected range: -0.0108 0.0273 |
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| MANUAL LAND SYNOP RH2M (%) 60545 : out of range
Severe: rms_fgdepar=36.7181, expected range: 0.0000 20.5041 |
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| MANUAL LAND SYNOP RH2M (%) 35715 : out of range
Severe: rms_fgdepar=50.6606, expected range: 0.0000 46.5980 Severe: avg_fgdepar=-50.6606, expected range: -25.5284 48.7660 |
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| MANUAL LAND SYNOP RH2M (%) 60563 : out of range
Severe: rms_fgdepar=32.2963, expected range: 0.0000 7.9958 |
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| MANUAL LAND SYNOP RH2M (%) 82143 : out of range
Severe: rms_fgdepar=33.8136, expected range: 0.0000 14.7802 |
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| MANUAL LAND SYNOP RH2M (%) 43291 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.9993, expected range: -1.6222 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40658 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8567, expected range: -1.5701 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 65457 : out of range
Severe: avg_pge=0.8418, expected range: -1.2346 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40637 : out of range
Severe: avg_pge=0.8417, expected range: -1.2730 0.7500 Severe: rms_fgdepar=434.5915, expected range: 0.0000 313.0739 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42255 : out of range
Severe: avg_pge=0.8452, expected range: -0.8714 0.7500 Severe: rms_fgdepar=367.2895, expected range: 0.0000 151.8515 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 35705 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=436.3423, expected range: 0.0000 193.4927 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43354 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8283, expected range: -0.7402 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 84063 : out of range
Severe: rms_fgdepar=756.7668, expected range: 0.0000 285.1170 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42131 : out of range
Severe: rms_fgdepar=555.9524, expected range: 0.0000 236.8160 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40030 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.8299, expected range: -1.2392 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 83928 : out of range
Severe: rms_fgdepar=30.3782, expected range: 0.0000 14.0545 |
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| BUFR LAND SYNOP RH2M (%) 61627 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.9999, expected range: -1.0144 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 71073 : out of range
Severe: rms_fgdepar=38.6567, expected range: 0.0000 19.5916 |
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| BUFR LAND SYNOP RH2M (%) 40362 : out of range
Severe: rms_fgdepar=37.2765, expected range: 0.0000 17.8616 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 40435 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8101, expected range: -1.2273 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 23112 : out of range
Severe: rms_fgdepar=475.6407, expected range: 0.0000 144.2049 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=740.0000, expected range: 622.2263 673.7737 |
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| ship | ||
| AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 44150 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8654, expected range: 0.2976 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HJD9 : out of range
9 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=628.0898, expected range: 0.0000 1165.9633 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VROX2 : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=646.2188, expected range: 0.0000 401.1362 Severely_persistent: avg_fgdepar=563.0736, expected range: -382.9224 372.0183 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V9400 : out of range
15 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=588.8797, expected range: 0.0000 1365.8212 Severely_persistent: avg_fgdepar=-583.0105, expected range: -1365.8212 187.4134 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) HPOR : out of range
Severe: rms_fgdepar=688.1702, expected range: 0.0000 227.1048 Severe: avg_fgdepar=-590.9080, expected range: -222.5723 216.9511 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3FCD9 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8307, expected range: 0.4132 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) LAJF7 : out of range
Severe: rms_fgdepar=746.2417, expected range: 0.0000 318.7747 Severe: avg_fgdepar=-566.0146, expected range: -355.4183 238.6729 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6DF6 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8106, expected range: -0.9282 0.7500 Severe: rms_fgdepar=511.1788, expected range: 0.0000 269.4262 Severe: avg_fgdepar=511.1788, expected range: -302.7570 216.0238 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK36 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=588.9211, expected range: 0.0000 566.4210 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7DQ5 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=779.3839, expected range: 0.0000 1240.5120 Severe: avg_fgdepar=-779.3839, expected range: -1240.5120 74.0857 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) TBWUK32 : out of range
Severe: rms_fgdepar=492.2272, expected range: 0.0000 280.0041 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V9631 : out of range
Severe: rms_fgdepar=590.1786, expected range: 0.0000 461.3758 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) CCES : out of range
Severe: rms_fgdepar=18.6746, expected range: 0.0000 6.3238 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) D7UI : out of range
Severe: avg_pge=0.8874, expected range: -1.2093 0.7500 |
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| buoy | ||
| MOORED BUOYS SURFACE PRESSURE (PA) 6301004 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9063, expected range: -0.9960 0.7500 Severely_persistent: rms_fgdepar=602.7948, expected range: 0.0000 1008.5192 Severely_persistent: avg_fgdepar=600.0487, expected range: -1057.1532 1030.3709 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4401577 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9078, expected range: -1.4207 0.7500 Severely_persistent: rms_fgdepar=516.3128, expected range: -781.1465 984.0700 Severely_persistent: avg_fgdepar=-515.7462, expected range: -841.3161 981.4692 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4601840 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8937, expected range: -0.6500 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 1501747 : out of range
Severe: avg_pge=0.9320, expected range: -0.3035 0.4039 Severe: rms_fgdepar=758.3751, expected range: 0.0000 137.1207 Severe: avg_fgdepar=-758.3751, expected range: -169.6607 146.8041 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4101753 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8830, expected range: 0.0000 0.0000 Severe: rms_fgdepar=589.2992, expected range: 0.0000 70.4141 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6203582 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.8320, expected range: -0.7255 0.7500 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) HRYR : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=336.0306, expected range: 3.0606 160.6131 |
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| snow | ||
| AUTOMATIC LAND SYNOP SNOW (CM) 71029 : out of range
14 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=57.7132, expected range: 50.7962 57.0948 Severely_persistent: avg_fgdepar=-57.7132, expected range: -57.0948 -50.7962 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 71576 : out of range
18 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=51.9331, expected range: 50.5263 53.5883 Severely_persistent: avg_fgdepar=-51.9331, expected range: -53.5883 -50.5263 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 71743 : out of range
18 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=67.1508, expected range: 68.4410 71.9634 Severely_persistent: avg_fgdepar=-67.1508, expected range: -71.9634 -68.4410 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 71742 : out of range
10 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=58.6163, expected range: 33.9347 65.5196 Severely_persistent: avg_fgdepar=-58.6163, expected range: -65.5196 -33.9347 |
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| MANUAL LAND SYNOP SNOW (CM) 71816 : out of range
24 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=63.9052, expected range: 62.7816 71.5187 Severely_persistent: avg_fgdepar=-63.9052, expected range: -71.5185 -62.7817 |
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| BUFR LAND SYNOP SNOW (CM) 01036 : out of range
32 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=114.6198, expected range: 46.2739 139.7772 Severely_persistent: avg_fgdepar=-114.6190, expected range: -139.7316 -46.2341 |
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| BUFR LAND SYNOP SNOW (CM) 71816 : out of range
24 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=63.8806, expected range: 62.7573 71.5456 Severely_persistent: avg_fgdepar=-63.8806, expected range: -71.5454 -62.7573 |
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| BUFR LAND SYNOP SNOW (CM) 01091 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=100.7325, expected range: 63.9850 108.8708 Severely_persistent: avg_fgdepar=-100.7317, expected range: -108.8553 -63.9601 |
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| BUFR LAND SYNOP SNOW (CM) 01480 : out of range
26 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=64.2154, expected range: 48.2263 73.8447 Severely_persistent: avg_fgdepar=-64.2147, expected range: -92.4580 -25.6605 |
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| BUFR LAND SYNOP SNOW (CM) 02737 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=15.1796, expected range: 0.0000 3.9038 |
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| t2m | ||
| BUFR LAND SYNOP 2M TEMPERATURE (K) 27415 : out of range
26 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=19.9620, expected range: 7.3179 22.8239 Severely_persistent: avg_fgdepar=19.9620, expected range: 7.2779 22.8070 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 16618 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=12.3870, expected range: 0.0000 5.1787 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 16675 : out of range
Severe: rms_fgdepar=15.1634, expected range: 0.0000 4.7449 Severe: avg_fgdepar=-14.8989, expected range: -3.5194 4.4984 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 50434 : out of range
Severe: rms_fgdepar=14.6911, expected range: 0.0000 14.1503 Severe: avg_fgdepar=-14.6911, expected range: -20.7333 19.5816 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 16724 : out of range
Severe: rms_fgdepar=13.4696, expected range: 0.0000 3.4179 Severe: avg_fgdepar=-12.7585, expected range: -1.4799 3.2195 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=5.1736, expected range: 1.0557 2.7555 Considerable: obs_number=285.0000, expected range: 101.9182 220.6374 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 11438 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.7376, expected range: 0.0000 5.6360 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=14.1345, expected range: 0.0000 14.5497 Severe: avg_fgdepar=-14.0860, expected range: -16.4453 9.0912 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25707 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=13.0611, expected range: 0.3341 8.1286 Severe: avg_fgdepar=-12.9725, expected range: -10.5452 9.7883 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 72222 : out of range
Severe: rms_fgdepar=10.9951, expected range: 0.0000 5.7532 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24691 : out of range
Severe: rms_fgdepar=13.1755, expected range: 0.0000 13.4066 Severe: avg_fgdepar=-13.1575, expected range: -12.9224 2.0933 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 42131 : out of range
Severe: rms_fgdepar=11.2750, expected range: 0.2393 5.7591 |
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| LAND TEMP 2M TEMPERATURE (K) 56029 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=14.4235, expected range: 2.3961 15.8670 Severe: avg_fgdepar=14.4235, expected range: 2.3961 15.8670 |
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| LAND TEMP 2M TEMPERATURE (K) 56137 : out of range
Severe: rms_fgdepar=13.6236, expected range: 0.0000 11.3011 Severe: avg_fgdepar=13.6236, expected range: -3.3857 11.4624 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 16618 : out of range
Severe: rms_fgdepar=12.4192, expected range: 0.0000 5.1106 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=14.1221, expected range: 0.0000 14.4681 Severe: avg_fgdepar=-14.0748, expected range: -16.4217 9.2165 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25707 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=13.0278, expected range: 0.2896 8.1382 Severe: avg_fgdepar=-12.9388, expected range: -10.5305 9.7284 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 16675 : out of range
Severe: rms_fgdepar=15.2386, expected range: 0.0000 4.7299 Severe: avg_fgdepar=-14.9807, expected range: -3.5806 4.4340 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 16724 : out of range
Severe: rms_fgdepar=13.4603, expected range: 0.0000 3.4368 Severe: avg_fgdepar=-12.7523, expected range: -1.4664 3.2422 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24691 : out of range
Severe: rms_fgdepar=13.2210, expected range: 0.0000 13.3767 Severe: avg_fgdepar=-13.2046, expected range: -12.9050 2.1195 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
Considerable: obs_number=666.0000, expected range: 715.6357 796.4820 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
Slight: obs_number=7417.0000, expected range: 7896.3885 8450.9056 |
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| rh2m | ||
| MANUAL LAND SYNOP RH2M (%) 83928 : out of range
Severe: rms_fgdepar=34.3793, expected range: 0.0000 15.7196 |
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