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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-11-30 12:00
| amsua | ||
| NOAA-18 AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
3 times in the last 10 days for at least one item Considerable: stdev_norm_fgdepar=0.6907, expected range: 0.5547 0.6347 |
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| AMSUA Pacific RARS | ||
| All NOAA-18 AMSUA ALL SKY CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 263.01 1472.99 |
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| All NOAA-19 AMSUA ALL SKY CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 168.77 1207.73 |
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| iasi | ||
| METOP-B IASI RADIANCES CHANNEL 303 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.3078, expected range: 0.2570 0.2835 |
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| METOP-B IASI RADIANCES CHANNEL 1521 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0906, expected range: -0.0742 -0.0726 |
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| METOP-B IASI RADIANCES CHANNEL 1652 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1449, expected range: 0.1624 0.1753 |
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| METOP-B IASI RADIANCES CHANNEL 254 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0936, expected range: 0.1077 0.1230 |
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| METOP-B IASI RADIANCES CHANNEL 199 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1963, expected range: -0.3046 -0.0395 |
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| METOP-B IASI RADIANCES CHANNEL 205 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1449, expected range: -0.3316 -0.0915 |
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| METOP-B IASI RADIANCES CHANNEL 212 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1271, expected range: -0.2374 -0.0647 |
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| METOP-B IASI RADIANCES CHANNEL 219 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0956, expected range: -0.1895 -0.0584 |
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| METOP-B IASI RADIANCES CHANNEL 222 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1638, expected range: 0.0162 0.0847 |
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| METOP-B IASI RADIANCES CHANNEL 278 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0156, expected range: 0.1427 0.2707 |
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| METOP-B IASI RADIANCES CHANNEL 284 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0122, expected range: 0.0961 0.1771 |
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| METOP-B IASI RADIANCES CHANNEL 286 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0887, expected range: 0.0442 0.1421 |
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| METOP-C IASI RADIANCES CHANNEL 1652 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0843, expected range: 0.1012 0.1144 |
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| METOP-C IASI RADIANCES CHANNEL 1658 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0895, expected range: 0.1059 0.1219 |
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| METOP-C IASI RADIANCES CHANNEL 1513 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0261, expected range: -0.0163 -0.0131 |
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| METOP-C IASI RADIANCES CHANNEL 1521 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0967, expected range: -0.0792 -0.0674 |
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| METOP-C IASI RADIANCES CHANNEL 199 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1536, expected range: -0.3440 -0.0773 |
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| METOP-C IASI RADIANCES CHANNEL 205 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0916, expected range: -0.3786 -0.1425 |
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| METOP-C IASI RADIANCES CHANNEL 212 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0591, expected range: -0.3101 -0.1328 |
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| METOP-C IASI RADIANCES CHANNEL 219 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0141, expected range: -0.2593 -0.1121 |
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| METOP-C IASI RADIANCES CHANNEL 226 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0074, expected range: -0.1907 -0.0829 |
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| METOP-C IASI RADIANCES CHANNEL 278 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0215, expected range: 0.0941 0.2168 |
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| METOP-C IASI RADIANCES CHANNEL 284 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0418, expected range: 0.0706 0.1629 |
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| METOP-C IASI RADIANCES CHANNEL 286 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1415, expected range: -0.0324 0.0809 |
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| cris | ||
| NPP CRIS RADIANCES CHANNEL 653 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0712, expected range: 0.0796 0.0871 |
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| NOAA20 CRIS RADIANCES CHANNEL 594 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0713, expected range: -0.0644 -0.0603 |
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| NOAA20 CRIS RADIANCES CHANNEL 653 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0582, expected range: 0.0731 0.0805 |
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| gpsro | ||
| All KOMPSAT-5 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 204.09 852.91 |
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| Atmospheric Motion Vector | ||
| All HIMAWARI-8 AMV CLOUDY WV3 ALL LAYERS Global : all data missing
Severely_persistent: obs_number=0, expected range: 256.69 867.14 |
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| Radiosondes | ||
| HIGH RESO LAND TEMP TEMPERATURE (K) 30557 PRESSURE LAYER 900-1200 (HPA : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8586, expected range: -1.2570 0.7500 |
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| All BUFR TEMP DESCENT ALL LAYERS South Atlantic : all data missing
Severely_persistent: obs_number=0, expected range: 76.28 105.72 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 29862 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=19.2701, expected range: 0.0000 8.9439 Severe: avg_pge=0.8027, expected range: -0.9363 0.7500 |
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| HIGH RESO LAND TEMP Q (G/KG) 87582 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.1260, expected range: 0.4181 1.2763 |
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| HIGH RESO LAND TEMP Q (G/KG) 47646 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.9771, expected range: 0.1233 0.9666 |
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| HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
Severe: obs_number=286.0000, expected range: 365.0943 380.9057 |
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| All HIGH RESO SEA TEMP ALL LAYERS Tropics : all data missing
Severe: obs_number=0, expected range: 0.00 598.85 |
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| All HIGH RESO SEA TEMP ALL LAYERS Alantic Tropical are : all data missing
Severe: obs_number=0, expected range: 0.00 598.85 |
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| All HIGH RESO SEA TEMP ALL LAYERS South Atlantic : all data missing
Severe: obs_number=0, expected range: 123.50 174.50 |
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| LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: rms_fgdepar=3.3285, expected range: 0.4817 2.3367 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range
Considerable: obs_number=70.0000, expected range: 148.4412 172.9588 |
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| BUFR TEMP DESCENT Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Slight: obs_number=255.0000, expected range: 0.0000 168.0510 |
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| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) BAW249 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=21.0452, expected range: -9.2070 21.9765 Severe: rms_fgdepar=21.2351, expected range: 0.0000 22.6082 Severe: avg_pge=0.8507, expected range: -0.4729 0.7360 |
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| AMDAR WIND VECTOR DIFF (M/S) TAM8147 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=23.4141, expected range: -5.3002 16.5264 Severe: rms_fgdepar=23.5720, expected range: 0.0000 23.3864 Severe: avg_pge=0.8766, expected range: -0.3537 0.6472 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) X1EHPCRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.2336, expected range: 0.0000 8.7543 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) QUPWUUZA (2 pressure layers affecte : out of range
Severe: avg_fgdepar=23.7465, expected range: -2.6880 8.1971 Severe: rms_fgdepar=24.7032, expected range: 0.0000 8.8828 |
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| WIGOS AMDAR TEMPERATURE (K) QUPWUUZA PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=6.6996, expected range: 0.0000 1.7534 |
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| WIGOS AMDAR Q (G/KG) BOOGUWJA PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=2.5575, expected range: 0.0000 0.7929 |
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| ADS-C WIND VECTOR DIFF (M/S) EGOZLAJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.9036, expected range: 0.0000 20.0039 |
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| prof | ||
| JAPANESE WIND PROFILER VECTOR DIFF (M/S) 47406 PRESSURE LAYER 300-600 : out of range
Severe: avg_fgdepar=42.3297, expected range: 0.2094 5.6471 Severe: rms_fgdepar=42.3297, expected range: 0.2851 6.2588 Severe: avg_pge=0.9431, expected range: -0.3988 0.5597 |
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| JAPANESE WIND PROFILER VECTOR DIFF (M/S) 47612 PRESSURE LAYER 300-600 : out of range
Severe: rms_fgdepar=25.3455, expected range: 0.0000 13.3520 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 42647 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.0509, expected range: 0.0000 6.3857 |
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| synop | ||
| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 17952 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8241, expected range: -1.3289 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62225 : out of range
5 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=370.9897, expected range: 0.0000 277.7548 Severely_persistent: avg_pge=0.8304, expected range: -0.5335 0.6097 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 14658 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8209, expected range: -0.8930 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 76548 : out of range
10 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=291.3480, expected range: 0.0000 161.2675 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 81797 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=576.8851, expected range: 542.3242 669.3068 Severely_persistent: rms_fgdepar=577.0462, expected range: 542.2138 670.3219 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 84801 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=617.0134, expected range: -631.4949 1619.5579 Severely_persistent: rms_fgdepar=619.6268, expected range: 0.0000 1549.5336 Severely_persistent: avg_pge=0.8904, expected range: -0.9159 0.7500 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 63681 : out of range
Severe: avg_fgdepar=639.7632, expected range: -1457.3128 2044.0833 Severe: rms_fgdepar=639.8651, expected range: -1289.1094 1928.2645 Severe: avg_pge=0.9153, expected range: -2.1114 0.7500 |
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| MANUAL LAND SYNOP Z (M) 84542 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8932, expected range: -1.6294 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82460 : out of range
Severe: rms_fgdepar=479.5993, expected range: 0.0000 142.2038 Severe: avg_pge=0.8842, expected range: -0.2410 0.2777 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87736 : out of range
Severe: rms_fgdepar=467.3045, expected range: 0.0000 257.1526 |
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| MANUAL LAND SYNOP RH2M (%) 40001 : out of range
Severe: rms_fgdepar=45.6831, expected range: 0.0000 26.0081 Severe: avg_pge=0.9760, expected range: 0.0007 0.0058 |
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| MANUAL LAND SYNOP RH2M (%) 42542 : out of range
Severe: rms_fgdepar=41.5215, expected range: 0.0000 20.7725 Severe: avg_pge=0.9361, expected range: 0.0004 0.0058 |
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| BUFR LAND SYNOP Z (M) 43356 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8611, expected range: -1.4641 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 24538 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=935.6384, expected range: -248.5711 181.8261 Severe: rms_fgdepar=936.7050, expected range: 0.0000 177.3707 Severe: avg_pge=0.9402, expected range: -0.3859 0.5540 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 31152 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8312, expected range: -0.5421 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 42708 : out of range
Severe: avg_fgdepar=-651.7065, expected range: -29.5056 84.6226 Severe: rms_fgdepar=651.7065, expected range: 0.0000 84.6226 Severe: avg_pge=0.9200, expected range: 0.0000 0.0000 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48033 : out of range
Severe: avg_pge=0.8506, expected range: -1.1420 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 72480 : out of range
Severe: rms_fgdepar=311.0473, expected range: 0.0000 286.6168 Severe: avg_pge=0.8044, expected range: -0.5280 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 64184 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9993, expected range: -0.3913 0.5546 |
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| BUFR LAND SYNOP RH2M (%) 72567 : out of range
Severe: rms_fgdepar=38.7382, expected range: 0.0000 20.7388 |
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| BUFR LAND SYNOP RH2M (%) 76040 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8794, expected range: -1.5406 0.7500 |
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| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 8VY2YWF : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8225, expected range: -0.7618 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) WDD2876 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8848, expected range: 0.3061 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7JTW : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=651.7287, expected range: 974.8574 1786.5916 Severely_persistent: rms_fgdepar=651.7287, expected range: 988.4333 1775.1537 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA5677 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=730.3456, expected range: 335.1460 1843.0532 Severely_persistent: rms_fgdepar=731.9244, expected range: 335.1460 1843.0532 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) CFK5152 : out of range
16 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=738.8906, expected range: 0.0000 1724.9952 |
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| AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46004 : out of range
Severe: rms_fgdepar=17.2968, expected range: 0.0000 5.6131 Severe: avg_pge=0.8954, expected range: -0.6157 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRSJ8 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8830, expected range: -0.6785 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7JXP : out of range
Severe: rms_fgdepar=618.8109, expected range: 0.0000 351.8344 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) CFK9698 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-1337.3082, expected range: -2120.7216 749.8825 Severe: rms_fgdepar=1337.3082, expected range: 0.0000 2017.0527 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 3401599 : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=294.2736, expected range: 0.0000 279.9160 Severely_persistent: avg_pge=0.8069, expected range: -0.6823 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4101743 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8653, expected range: -1.8448 0.7500 |
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| MOORED BUOYS WIND VECTOR DIFF (M/S) 4600004 : out of range
Severe: rms_fgdepar=17.4814, expected range: 0.0000 6.8448 Severe: avg_pge=0.9240, expected range: -0.5244 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4402615 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=379.0561, expected range: 0.0000 91.5596 Severe: avg_pge=0.8524, expected range: -0.0888 0.1174 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) GOSS : out of range
Severe: rms_fgdepar=384.5601, expected range: 0.0000 214.2446 |
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| METAR SURFACE PRESSURE (PA) SBLO : out of range
Severe: rms_fgdepar=337.6864, expected range: 0.0000 173.8923 |
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| AUTOMATIC METAR SURFACE PRESSURE (PA) PAKW : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=300.2888, expected range: 0.0000 142.2249 |
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| snow | ||
| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-771.9467, expected range: -813.0923 -763.3088 Severely_persistent: rms_fgdepar=772.0408, expected range: 763.3709 813.1079 |
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| BUFR LAND SYNOP SNOW (CM) _MI169F9 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=98.3045, expected range: 85.8226 105.8002 Severely_persistent: rms_fgdepar=98.3045, expected range: 85.8404 105.7901 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-92.5318, expected range: -99.1462 -57.4104 Severely_persistent: rms_fgdepar=92.5459, expected range: 57.4391 99.1457 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-51.3599, expected range: -58.2848 -21.7242 Severely_persistent: rms_fgdepar=51.3685, expected range: 21.7969 58.2655 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 71688 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=16.2067, expected range: 0.6010 7.6295 |
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| MANUAL LAND SYNOP SNOW (CM) 25378 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-53.6799, expected range: -48.4553 -41.8155 Severe: rms_fgdepar=53.6799, expected range: 41.8155 48.4553 |
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| BUFR LAND SYNOP SNOW (CM) 01076 : out of range
Severe: avg_fgdepar=64.0370, expected range: -5.3551 -1.7517 Severe: rms_fgdepar=94.0122, expected range: 2.2065 4.4504 |
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| BUFR LAND SYNOP SNOW (CM) 25378 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-53.7432, expected range: -48.5208 -41.8567 Severe: rms_fgdepar=53.7432, expected range: 41.8567 48.5208 |
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| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.8314, expected range: -18.3697 -7.3291 Severely_persistent: rms_fgdepar=13.0662, expected range: 7.5738 18.4225 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36736 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.9579, expected range: -8.4408 23.6911 Severely_persistent: rms_fgdepar=13.9623, expected range: 0.0000 22.9090 |
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| METAR 2M TEMPERATURE (K) UGMS : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.8137, expected range: 2.8863 18.6235 Severely_persistent: rms_fgdepar=13.9039, expected range: 2.8560 18.7214 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36736 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.9079, expected range: -8.3486 23.2585 Severely_persistent: rms_fgdepar=13.9123, expected range: 0.0000 22.4755 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
25 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.0562, expected range: -18.6208 -7.2666 Severely_persistent: rms_fgdepar=13.2832, expected range: 7.4996 18.6795 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1D581 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.8427, expected range: -20.2549 -8.1116 Severely_persistent: rms_fgdepar=13.0491, expected range: 8.1157 20.3565 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71652 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=15.5701, expected range: -8.9136 10.7301 Severe: rms_fgdepar=15.5767, expected range: 0.0000 9.8065 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25356 : out of range
Severe: avg_fgdepar=-12.9822, expected range: -4.2554 7.3435 Severe: rms_fgdepar=12.9822, expected range: 0.0000 7.1830 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 27369 : out of range
Severe: rms_fgdepar=10.4154, expected range: 0.0000 5.5085 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 27373 : out of range
Severe: rms_fgdepar=10.2702, expected range: 0.0000 5.0156 |
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| METAR 2M TEMPERATURE (K) CYDB : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=12.1867, expected range: 0.0000 17.0871 |
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| METAR 2M TEMPERATURE (K) VYNT : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=13.6013, expected range: 2.2205 16.1599 Severe: rms_fgdepar=13.6013, expected range: 3.3995 15.7656 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25356 : out of range
Severe: avg_fgdepar=-13.0367, expected range: -4.7156 8.1060 Severe: rms_fgdepar=13.0367, expected range: 0.0000 8.0559 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 44265 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.4619, expected range: -15.6480 11.0463 Severe: rms_fgdepar=12.5231, expected range: 0.0000 14.1245 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 71652 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=15.6011, expected range: -9.5201 11.0531 Severe: rms_fgdepar=15.6077, expected range: 0.0000 10.5227 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 80010 : out of range
Severe: avg_fgdepar=-12.0999, expected range: -12.4491 32.2955 Severe: rms_fgdepar=12.7010, expected range: 5.7064 20.4115 |
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| rh2m | ||
| MANUAL LAND SYNOP RH2M (%) 29759 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=36.7043, expected range: 0.0000 9.6971 |
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| METAR RH2M (%) FWCL : out of range
Severe: rms_fgdepar=30.9888, expected range: 0.0000 17.6535 |
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| METAR RH2M (%) PAED : out of range
Severe: rms_fgdepar=34.4416, expected range: 0.0000 18.9386 |
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