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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-17 12:00
| amsua | ||
| NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0400, expected range: -0.0766 -0.0695 |
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| NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0885, expected range: 0.1542 0.1801 |
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| NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5924, expected range: -0.4709 -0.4598 |
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| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 6 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4058, expected range: -0.3808 -0.3481 |
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| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5686, expected range: -0.5188 -0.4809 |
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| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2286, expected range: -0.1727 -0.1524 |
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| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 11 : out of range
10 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.8150, expected range: 0.6150 0.7204 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1800, expected range: 0.3147 0.3235 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 11 : out of range
13 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.8350, expected range: 0.5747 0.7192 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2807, expected range: -0.1608 -0.1580 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.6961, expected range: -0.6370 -0.6270 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
10 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.8156, expected range: 0.5226 0.6880 |
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| NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
Severe: avg_norm_fgdepar=0.5036, expected range: -0.1395 0.2164 Considerable: stdev_norm_fgdepar=0.9067, expected range: 0.5525 0.7815 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 11 : out of range
1 times in the last 10 days for at least one item Severe: stdev_norm_fgdepar=0.8198, expected range: 0.5772 0.6701 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
1 times in the last 10 days for at least one item Considerable: avg_norm_fgdepar=0.4211, expected range: -0.1655 0.2241 |
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| iasi | ||
| METOP-C IASI RADIANCES CHANNEL 262 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0595, expected range: 0.0320 0.0407 |
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| METOP-C IASI RADIANCES CHANNEL 269 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0736, expected range: -0.0989 -0.0858 |
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| METOP-C IASI RADIANCES CHANNEL 303 : out of range
Slight: stdev_fgdepar=0.2803, expected range: 0.2459 0.2712 |
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| mwhs2 | ||
| FY-3C MWHS2 ALLSKY RADIANCES CHANNEL 12 : out of range
1 times in the last 10 days for at least one item Considerable: avg_biascorr=-1.1535, expected range: -1.5789 -1.3048 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 19 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1267, expected range: -0.2045 -0.1786 |
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| NPP ATMS RADIANCES CHANNEL 22 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.7336, expected range: 0.6575 0.6678 |
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| NPP ATMS RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0010, expected range: -0.0254 -0.0164 |
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| NPP ATMS RADIANCES CHANNEL 12 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4990, expected range: -0.4307 -0.3846 |
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| NPP ATMS RADIANCES CHANNEL 13 : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4598, expected range: -0.3684 -0.3100 |
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| NOAA20 ATMS RADIANCES CHANNEL 20 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2316, expected range: -0.3081 -0.2913 |
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| NOAA20 ATMS RADIANCES CHANNEL 22 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.5420, expected range: 0.4490 0.4639 |
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| gpsro | ||
| METOP-C GRAS RISING HEIGHT 44-46 KM : out of range
Considerable: stdev_norm_fgdepar=0.5761, expected range: 0.1479 0.4301 |
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| Atmospheric Motion Vector | ||
| METOP-B AMV IR WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : out of range
3 times in the last 10 days for at least one item Considerable: obs_number=549.0000, expected range: 284.5186 407.7735 |
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| resat | ||
| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 250-251 (HPA) : out of range
4 times in the last 10 days for at least one item Slight: avg_fgdepar=-0.0496, expected range: -0.2528 -0.0991 |
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| Radiosondes | ||
| LAND TEMP Q (G/KG) 38341 PRESSURE LAYER 900-1200 (HPA) : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=7.8816, expected range: -4.2788 12.5686 Severely_persistent: rms_fgdepar=7.8816, expected range: 0.0000 12.7363 |
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| LAND TEMP Q (G/KG) 29263 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.6674, expected range: 0.0000 0.5870 |
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| LAND TEMP TEMPERATURE (K) 68110 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=6.4223, expected range: 0.3841 2.4692 |
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| LAND TEMP TEMPERATURE (K) 47169 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=6.5516, expected range: 1.1341 2.1132 |
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| LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=3.6470, expected range: 0.4979 1.9442 Considerable: obs_number=77.0000, expected range: 116.6032 185.1468 Considerable: obs_number=297.0000, expected range: 168.6749 240.5751 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 23078 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=17.5895, expected range: 0.0000 8.1620 Severe: avg_pge=0.9049, expected range: -0.6942 0.7500 |
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| HIGH RESO LAND TEMP Q (G/KG) 94461 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.3070, expected range: 0.0000 0.9379 |
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| HIGH RESO LAND TEMP Q (G/KG) 08302 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.2605, expected range: 0.0000 1.7451 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 57972 PRESSURE LAYER 600-90 : out of range
Severe: rms_fgdepar=15.3734, expected range: 0.0000 7.1069 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 88 : all data missing
Severe: obs_number=0, expected range: 108.65 568.11 |
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| All HIGH RESO SEA TEMP ALL LAYERS South Atlantic : all data missing
Severe: obs_number=0, expected range: 19.51 342.83 |
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| All BUFR TEMP DESCENT ALL LAYERS South Atlantic : all data missing
Severe: obs_number=0, expected range: 32.12 167.48 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=267.0000, expected range: 138.3816 197.1184 |
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| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) (2 pressure layers affected) : missing
1 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 251.7551 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) EEJZBCZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.7710, expected range: 0.0000 10.5914 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) BAW242 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.7238, expected range: 0.0000 16.7245 |
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| AIREP WIND VECTOR DIFF (M/S) ACA843 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.8278, expected range: 0.0000 27.5547 |
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| AIREP WIND VECTOR DIFF (M/S) THT7 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=21.3095, expected range: -6.2795 14.7401 Severe: rms_fgdepar=35.1594, expected range: 0.0000 20.3893 |
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| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) (2 pressure layers affected) : out of range
Considerable: obs_number=319.0000, expected range: 1048.3151 1239.4349 Considerable: obs_number=319.0000, expected range: 1048.3151 1239.4349 |
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| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=1640.0000, expected range: 2256.7553 2606.2447 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 64450 PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=27.9984, expected range: -21.5886 31.1240 |
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| synop | ||
| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 89057 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8058, expected range: -1.3541 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 76243 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-609.5897, expected range: -839.8582 603.5320 Severely_persistent: rms_fgdepar=615.0514, expected range: 0.0000 578.3009 Severely_persistent: avg_pge=0.8977, expected range: -0.7564 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42792 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9995, expected range: -0.8850 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42674 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9120, expected range: -1.1878 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 96751 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-615.2438, expected range: -722.4608 -533.4272 Severely_persistent: rms_fgdepar=615.5733, expected range: 532.1530 724.5837 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 61461 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8343, expected range: -0.1866 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 97072 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-893.1509, expected range: -1176.6957 -646.9020 Severely_persistent: rms_fgdepar=893.7877, expected range: 648.0406 1177.7855 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83270 : out of range
Severe: rms_fgdepar=301.3287, expected range: 0.0000 95.9374 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 89062 : out of range
Severe: rms_fgdepar=340.0242, expected range: 0.0000 74.3592 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 78706 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=335.5907, expected range: 0.0000 332.4497 Severe: avg_pge=0.8277, expected range: -1.2623 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40637 : out of range
Severe: avg_fgdepar=676.4411, expected range: -232.2571 470.9754 Severe: rms_fgdepar=676.4411, expected range: 0.0000 470.9754 Severe: avg_pge=0.9137, expected range: -1.2371 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83998 : out of range
Severe: avg_fgdepar=619.2354, expected range: -286.1820 188.7060 Severe: rms_fgdepar=781.1519, expected range: 0.0000 194.7191 |
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| MANUAL LAND SYNOP RH2M (%) 62120 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9892, expected range: -1.8355 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 41560 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=42.3539, expected range: 6.6312 41.1970 Severe: avg_pge=0.9979, expected range: -0.4031 0.5866 |
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| MANUAL LAND SYNOP RH2M (%) 41571 : out of range
Severe: avg_fgdepar=50.2380, expected range: -10.4946 14.7901 Severe: rms_fgdepar=50.2380, expected range: 0.0000 11.6711 Severe: avg_pge=0.8103, expected range: -0.0015 0.0078 |
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| MANUAL LAND SYNOP RH2M (%) 42744 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=40.2682, expected range: 0.0000 33.7526 Severe: avg_pge=0.9725, expected range: -0.1026 0.1466 |
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| MANUAL LAND SYNOP RH2M (%) 62016 : out of range
Severe: avg_pge=0.8011, expected range: -0.2916 0.3615 |
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| MANUAL LAND SYNOP RH2M (%) 63887 : out of range
Severe: avg_fgdepar=62.7421, expected range: -17.6308 30.6821 Severe: rms_fgdepar=62.7421, expected range: 0.0000 30.6821 Severe: avg_pge=0.9990, expected range: -0.0239 0.0359 |
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| MANUAL LAND SYNOP RH2M (%) 28987 : out of range
Severe: rms_fgdepar=33.5392, expected range: 0.0000 17.5051 |
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| MANUAL LAND SYNOP RH2M (%) 42469 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.9771, expected range: -1.0629 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 82879 : out of range
Severe: rms_fgdepar=38.7297, expected range: 5.6710 30.7497 Severe: avg_pge=0.9146, expected range: -0.1583 0.2267 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 86710 : out of range
Severe: rms_fgdepar=342.3797, expected range: 0.0000 245.0657 Severe: avg_pge=0.8550, expected range: -0.7724 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 23701 : out of range
Severe: rms_fgdepar=499.1461, expected range: 0.0000 145.9175 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 61421 : out of range
Severe: rms_fgdepar=352.0465, expected range: 0.0000 227.2119 Severe: avg_pge=0.8252, expected range: -1.2818 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48062 : out of range
Severe: avg_fgdepar=603.5482, expected range: -179.0019 73.8784 Severe: rms_fgdepar=603.6743, expected range: 10.1812 142.4193 Severe: avg_pge=0.9102, expected range: -0.7253 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 86662 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=509.6025, expected range: -633.4495 797.8269 Severe: rms_fgdepar=510.8568, expected range: -599.0246 785.5372 Severe: avg_pge=0.8562, expected range: -1.6144 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 38344 : out of range
Severe: avg_fgdepar=624.9168, expected range: -227.2441 151.7222 Severe: rms_fgdepar=634.8514, expected range: 0.0000 303.0776 Severe: avg_pge=0.8974, expected range: -0.4258 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48085 : out of range
Severe: avg_fgdepar=715.8528, expected range: -192.9639 107.5533 Severe: rms_fgdepar=715.8528, expected range: 0.0000 180.3862 Severe: avg_pge=0.9201, expected range: -0.6073 0.6893 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 24338 : out of range
Severe: rms_fgdepar=447.9179, expected range: 0.0000 147.8190 |
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| BUFR LAND SYNOP RH2M (%) 04162 : out of range
Severe: avg_fgdepar=-59.3594, expected range: -29.2331 43.3223 Severe: rms_fgdepar=59.3594, expected range: 0.0000 69.8492 Severe: avg_pge=0.9975, expected range: -0.7379 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 76253 : out of range
Severe: avg_pge=0.9416, expected range: -0.7279 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 61404 : out of range
Severe: avg_pge=0.9979, expected range: -0.5281 0.7164 |
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| BUFR LAND SYNOP RH2M (%) 34394 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=56.3289, expected range: -80.7486 104.5393 Severe: rms_fgdepar=56.3289, expected range: 0.0000 95.5811 Severe: avg_pge=0.9852, expected range: -1.0987 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 34838 : out of range
Severe: rms_fgdepar=42.3017, expected range: 0.0000 32.1936 Severe: avg_pge=0.9438, expected range: -0.0464 0.0665 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=138.0000, expected range: 155.8097 187.0792 |
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| ship | ||
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 45024 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8877, expected range: 0.7123 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) LAQJ7 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-537.3293, expected range: -1302.8902 588.5808 Severely_persistent: rms_fgdepar=741.3853, expected range: 0.0000 1053.9924 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) OYGH2 : out of range
Severe: rms_fgdepar=545.8738, expected range: 30.7623 484.4720 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6SA3 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=713.5239, expected range: -314.2956 267.6683 Severe: rms_fgdepar=713.5239, expected range: 0.0000 553.8915 Severe: avg_pge=0.8395, expected range: -1.1689 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6SE3 : out of range
Severe: rms_fgdepar=329.5209, expected range: 0.0000 185.0688 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 2IYH3 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=502.7736, expected range: 0.0000 1502.3997 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6BI7 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=969.3284, expected range: -1659.3623 1721.3262 Severe: rms_fgdepar=969.3284, expected range: -1251.2337 1610.0388 Severe: avg_pge=0.8950, expected range: -1.2501 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WSNU : out of range
Severe: rms_fgdepar=480.0080, expected range: 0.0000 259.5214 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6402550 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-528.7527, expected range: -811.7317 771.1139 Severe: rms_fgdepar=530.5475, expected range: 0.0000 814.8465 Severe: avg_pge=0.8900, expected range: -1.1693 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6204562 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-568.9669, expected range: -176.1335 187.0625 Severe: rms_fgdepar=570.8844, expected range: -213.4421 302.3205 Severe: avg_pge=0.9025, expected range: -0.2951 0.3422 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4601592 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=347.3031, expected range: 0.0000 115.9972 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 5401586 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-516.9932, expected range: -912.1316 574.3231 Severe: rms_fgdepar=525.2018, expected range: 0.0000 933.9395 Severe: avg_pge=0.8964, expected range: -1.0497 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 5501658 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=664.8487, expected range: -984.5864 947.5724 Severe: rms_fgdepar=664.8487, expected range: -742.4708 955.3187 Severe: avg_pge=0.9144, expected range: -1.1636 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6203649 : out of range
Severe: rms_fgdepar=384.3123, expected range: 11.8967 72.6091 |
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| MOORED BUOYS WIND VECTOR DIFF (M/S) : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=120.0000, expected range: 145.3006 167.1438 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) SECO : out of range
Severe: rms_fgdepar=386.5606, expected range: 0.0000 219.8922 |
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| METAR SURFACE PRESSURE (PA) SKPP : out of range
Severe: rms_fgdepar=387.7166, expected range: 0.0000 148.2431 |
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| snow | ||
| BUFR LAND SYNOP SNOW (CM) 01361 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=67.7874, expected range: 40.5233 73.1875 Severely_persistent: rms_fgdepar=67.7877, expected range: 40.5281 73.1915 |
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| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-745.0656, expected range: -746.8282 -717.0884 |
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| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=745.0668, expected range: 717.0887 746.8289 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=92.7245, expected range: 87.5083 110.5915 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
32 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=92.7321, expected range: 87.5097 110.6302 |
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| BUFR LAND SYNOP SNOW (CM) 01008 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-92.2219, expected range: -93.2286 -87.7914 Severely_persistent: rms_fgdepar=92.2220, expected range: 87.7915 93.2286 |
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| BUFR LAND SYNOP SNOW (CM) _MI1F541 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=54.8182, expected range: 29.4091 54.2478 |
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| BUFR LAND SYNOP SNOW (CM) _MI1F541 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=55.2548, expected range: 29.6407 54.8193 |
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| BUFR LAND SYNOP SNOW (CM) _MF1378B : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=69.0000, expected range: 78.4782 126.9546 |
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| BUFR LAND SYNOP SNOW (CM) _MF1378B : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=69.0000, expected range: 78.4796 126.9572 |
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| t2m | ||
| METAR 2M TEMPERATURE (K) UGMS : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.9548, expected range: 6.9985 14.7919 Severely_persistent: rms_fgdepar=13.9598, expected range: 7.0882 14.8370 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.8927, expected range: -18.0868 -3.7759 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
12 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=15.9022, expected range: 4.2368 17.8070 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 42963 : out of range
Severe: avg_fgdepar=13.1164, expected range: -3.8046 11.1497 Severe: rms_fgdepar=13.1164, expected range: 0.0000 10.8156 |
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| LAND TEMP 2M TEMPERATURE (K) 61052 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.9103, expected range: -10.8109 5.8044 Severe: rms_fgdepar=13.9103, expected range: 0.0000 13.1734 |
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| LAND TEMP 2M TEMPERATURE (K) 42647 : out of range
Severe: avg_fgdepar=15.2231, expected range: -0.6755 3.0850 Severe: rms_fgdepar=15.2231, expected range: 0.0000 3.1834 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 63887 : out of range
Severe: rms_fgdepar=11.0359, expected range: 0.0000 1.9225 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=352.0000, expected range: 443.2241 621.1969 |
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