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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-06-20 00:00
| amsua | ||
| NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
1 times in the last 10 days for at least one item Slight: stdev_norm_fgdepar=0.6497, expected range: 0.5827 0.6314 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
1 times in the last 10 days for at least one item Slight: stdev_norm_fgdepar=0.6460, expected range: 0.5841 0.6280 |
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| atms | ||
| NOAA20 ATMS RADIANCES CHANNEL 18 : out of range
4 times in the last 10 days for at least one item Severe: obs_number=314.0000, expected range: 0.3562 11.5427 |
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| NOAA20 ATMS RADIANCES CHANNEL 19 : out of range
4 times in the last 10 days for at least one item Severe: obs_number=316.0000, expected range: 0.2992 12.1138 |
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| gpsro | ||
| All METOP-B GRAS RISING ALL HEIGHTS Global : all data missing
Severe: obs_number=0, expected range: 1099.32 1530.18 |
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| Geostationary CSR | ||
| HIMAWARI-8 AHI RADIANCES CHANNEL 3 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1393, expected range: -0.0320 0.0597 |
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| resat | ||
| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 100-101 (HPA) : out of range
1 times in the last 10 days for at least one item Slight: stdev_fgdepar=0.1272, expected range: 0.0972 0.1207 |
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| Radiosondes | ||
| HIGH RESO LAND TEMP TEMPERATURE (K) 51656 PRESSURE LAYER 900-1200 (HPA : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8569, expected range: -0.2655 0.7500 |
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| LAND TEMP Q (G/KG) 97980 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.1631, expected range: 0.3866 1.1081 |
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| LAND TEMP TEMPERATURE (K) 29572 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=7.7454, expected range: 0.0000 4.5097 Severe: avg_pge=0.8544, expected range: -0.2094 0.4527 |
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| LAND TEMP TEMPERATURE (K) 29862 PRESSURE LAYER 600-900 (HPA) : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=8.8878, expected range: 0.0000 2.0170 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 32477 PRESSURE LAYER 300-600 (HPA) : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=17.8738, expected range: 0.0000 15.4703 Severe: avg_pge=0.8072, expected range: -0.9685 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 91680 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=16.2814, expected range: 0.1681 5.4805 |
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| LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=10.1211, expected range: 1.5965 6.1033 |
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| HIGH RESO LAND TEMP Q (G/KG) 59023 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=3.0368, expected range: 0.0000 1.4224 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=1.2736, expected range: 0.3319 0.7169 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 27713 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=8.0987, expected range: 0.4183 1.4231 Severe: avg_pge=0.8585, expected range: -0.1574 0.1941 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 53845 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=6.3457, expected range: 0.3265 1.8638 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=3.1761, expected range: 0.1646 1.8741 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range
Severe: obs_number=93.0000, expected range: 170.3754 182.7357 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 27713 PRESSURE LAYER 0-300 : out of range
Severe: rms_fgdepar=18.0939, expected range: 0.0000 5.5268 Severe: avg_pge=0.8027, expected range: -0.2306 0.3009 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 42 : all data missing
Severe: obs_number=0, expected range: 6.24 252.91 |
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| HIGH RESO SEA TEMP Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Considerable: rms_fgdepar=1.4629, expected range: 0.4452 1.1057 |
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| amdar | ||
| WIGOS AMDAR TEMPERATURE (K) EU2809 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=6.4300, expected range: 0.0000 2.2040 Severe: avg_pge=0.9336, expected range: -0.4069 0.6451 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) T1VGUUZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.3071, expected range: 0.0000 7.8625 |
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| MODE-S WIND VECTOR DIFF (M/S) M42E3A2 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.3302, expected range: 0.9103 4.7832 |
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| MODE-S WIND VECTOR DIFF (M/S) M6B4616 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.8106, expected range: 0.2553 4.8890 |
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| MODE-S WIND VECTOR DIFF (M/S) MA1958C PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.1143, expected range: 0.0141 5.7052 |
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| MODE-S WIND VECTOR DIFF (M/S) M3188BC PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.5167, expected range: 0.2162 5.8324 |
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| MODE-S WIND VECTOR DIFF (M/S) MCCE83E PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.6463, expected range: 0.0000 5.4177 |
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| MODE-S WIND VECTOR DIFF (M/S) MEF365F PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.1590, expected range: 0.3200 5.6577 |
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| ADS-C WIND VECTOR DIFF (M/S) JTYUC5BA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.9683, expected range: 0.0000 10.8804 |
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| ADS-C WIND VECTOR DIFF (M/S) PVUUIEBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=31.0415, expected range: 0.0000 19.1521 |
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| ADS-C WIND VECTOR DIFF (M/S) N50KMEBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.3363, expected range: 0.0000 6.7669 |
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| ADS-C WIND VECTOR DIFF (M/S) MPLDPNBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.0980, expected range: 0.0000 25.7977 |
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| ADS-C WIND VECTOR DIFF (M/S) EHDRETBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.6965, expected range: 0.0000 11.1617 |
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| ADS-C WIND VECTOR DIFF (M/S) YDCSFCJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.9462, expected range: 0.0000 25.1098 |
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| ADS-C WIND VECTOR DIFF (M/S) WIUBPKJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=37.9148, expected range: 0.2246 7.5041 |
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| ADS-C WIND VECTOR DIFF (M/S) A0W01LJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=27.2936, expected range: 0.0000 20.7685 |
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| ADS-C WIND VECTOR DIFF (M/S) 5STICMJA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=23.5534, expected range: 0.0000 9.1549 |
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| ADS-C WIND VECTOR DIFF (M/S) CQ4YCNJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.5504, expected range: 0.0000 10.0669 |
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| ADS-C WIND VECTOR DIFF (M/S) J4RYCOJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=30.8155, expected range: 0.0300 7.2229 |
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| ADS-C WIND VECTOR DIFF (M/S) ZHWIG1RA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=33.4326, expected range: 0.0000 10.2769 |
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| ADS-C WIND VECTOR DIFF (M/S) WN5UC5RA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=32.7730, expected range: 0.0000 19.1747 |
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| ADS-C WIND VECTOR DIFF (M/S) LGHEIERA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.0712, expected range: 0.0000 9.6707 |
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| ADS-C WIND VECTOR DIFF (M/S) KCWEIERA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=27.6416, expected range: 0.0000 11.0555 |
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| ADS-C WIND VECTOR DIFF (M/S) EU5TYFRA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=22.6450, expected range: -23.5998 34.6759 |
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| ADS-C WIND VECTOR DIFF (M/S) H0PUILRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=32.8051, expected range: 0.0000 27.7107 |
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| ADS-C WIND VECTOR DIFF (M/S) UGSYCNRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.5352, expected range: 0.0000 12.7951 |
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| ADS-C WIND VECTOR DIFF (M/S) 5L3GKQRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=29.5055, expected range: 0.0000 8.0830 |
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| ADS-C WIND VECTOR DIFF (M/S) CMJMNEZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.6114, expected range: 0.9276 8.2542 |
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| ADS-C WIND VECTOR DIFF (M/S) XNJCPKZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.9153, expected range: 0.0000 10.3662 |
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| ADS-C WIND VECTOR DIFF (M/S) 2QOYCMZA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=16.8510, expected range: 0.5671 6.3607 |
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| ADS-C WIND VECTOR DIFF (M/S) 1FDI0NZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.6018, expected range: 0.0000 14.2964 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AAL160 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.9862, expected range: 0.5348 4.7690 |
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| AIREP WIND VECTOR DIFF (M/S) UAL970 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.6919, expected range: 1.4965 4.3445 |
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| AIREP WIND VECTOR DIFF (M/S) ACA880 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.4548, expected range: 0.0000 6.8499 |
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| AIREP WIND VECTOR DIFF (M/S) AAL132 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.4408, expected range: 0.0000 8.0977 |
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| AIREP WIND VECTOR DIFF (M/S) AAL92 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.6215, expected range: 0.0000 7.3679 |
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| AIREP WIND VECTOR DIFF (M/S) AAL204 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.6757, expected range: 0.0000 7.5764 |
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| AIREP WIND VECTOR DIFF (M/S) ACA826 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.5479, expected range: 0.0000 6.4898 |
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| AIREP WIND VECTOR DIFF (M/S) UAL946 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.6377, expected range: 0.0012 5.5682 |
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| AIREP WIND VECTOR DIFF (M/S) UAL987 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=24.8794, expected range: 0.0000 26.8314 |
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| AIREP WIND VECTOR DIFF (M/S) BAW5CA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.0933, expected range: 0.0000 27.4432 |
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| AIREP WIND VECTOR DIFF (M/S) BAW196E PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=30.0214, expected range: 0.0000 16.9988 |
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| AIREP WIND VECTOR DIFF (M/S) THY32G PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=36.4746, expected range: 0.0000 8.3216 |
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| AIREP WIND VECTOR DIFF (M/S) THY5TJ PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.5530, expected range: 0.0364 5.6493 |
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| synop | ||
| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 17656 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8338, expected range: 0.7749 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 60471 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8704, expected range: 0.3326 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 60520 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8649, expected range: 0.0116 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 41573 : out of range
28 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=968.0440, expected range: 731.4741 962.0968 Severely_persistent: rms_fgdepar=970.3954, expected range: 725.9413 973.8370 |
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| AUTOMATIC LAND SYNOP RH2M (%) 40594 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=42.3130, expected range: 0.0000 17.0914 |
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| MANUAL LAND SYNOP RH2M (%) 40831 : out of range
Severe: rms_fgdepar=36.5747, expected range: 0.0000 17.7112 |
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| MANUAL LAND SYNOP RH2M (%) 65432 : out of range
Severe: rms_fgdepar=45.0627, expected range: 0.0000 5.4567 Severe: avg_pge=0.9878, expected range: 0.0023 0.0028 |
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| MANUAL LAND SYNOP RH2M (%) 67869 : out of range
Severe: rms_fgdepar=32.0814, expected range: 0.0000 12.7141 Severe: rms_fgdepar=32.4737, expected range: 0.0000 17.0475 |
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| MANUAL LAND SYNOP RH2M (%) 67889 : out of range
Severe: rms_fgdepar=34.6740, expected range: 0.0000 12.2859 |
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| BUFR LAND SYNOP RH2M (%) 72270 : out of range
Severe: rms_fgdepar=34.3110, expected range: 0.0000 14.9416 |
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| BUFR LAND SYNOP RH2M (%) 24871 : out of range
Severe: rms_fgdepar=39.4490, expected range: 0.0000 38.6312 Severe: avg_pge=0.8419, expected range: -0.8375 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 72462 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=52.6737, expected range: -15.6818 23.4366 Severe: rms_fgdepar=52.6737, expected range: -15.6818 23.4366 Severe: avg_pge=0.9667, expected range: -0.0071 0.0140 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 30683 : out of range
Severe: rms_fgdepar=354.4168, expected range: 0.0000 124.6695 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48927 : out of range
Severe: rms_fgdepar=305.7042, expected range: 0.0000 136.5278 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48037 : out of range
Severe: rms_fgdepar=329.9003, expected range: 15.9717 162.5488 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 43309 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=322.0596, expected range: 0.0000 139.7050 |
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| BUFR LAND SYNOP Z (M) : out of range
Slight: avg_fgdepar=-70.6691, expected range: -49.6717 6.7144 |
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| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9HA3182 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8193, expected range: 0.5065 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3FSA9 : out of range
44 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-556.0973, expected range: -1231.9162 196.7725 Severely_persistent: rms_fgdepar=556.0973, expected range: 0.0000 1153.7190 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) H9LE : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=608.3732, expected range: -829.4029 1876.7126 Severely_persistent: rms_fgdepar=608.3732, expected range: 0.0000 1876.7126 Severely_persistent: avg_pge=0.8236, expected range: -1.4535 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) H8EW : out of range
Severe: avg_fgdepar=1050.1928, expected range: -472.9419 2056.7771 Severe: rms_fgdepar=1050.5613, expected range: 0.0000 2051.5954 |
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| buoy | ||
| MOORED BUOYS WIND VECTOR DIFF (M/S) 2200192 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8645, expected range: -0.5830 0.7500 |
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| MOORED BUOYS SURFACE PRESSURE (PA) 4600082 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8290, expected range: -1.2901 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6204596 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8696, expected range: -0.7547 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 1401823 : out of range
Severe: rms_fgdepar=359.1934, expected range: 0.0000 131.3250 |
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| snow | ||
| BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
33 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=53.2222, expected range: 43.7348 61.1012 |
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| BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
33 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=54.4906, expected range: 44.5100 62.7850 |
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| 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=-772.8368, expected range: -774.2593 -771.7868 |
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| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=772.8368, expected range: 771.7866 774.2596 |
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| BUFR LAND SYNOP SNOW (CM) _MI11588 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=55.2174, expected range: 28.0326 58.6323 |
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| BUFR LAND SYNOP SNOW (CM) _MI11588 : out of range
11 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=55.3023, expected range: 28.3285 58.7361 |
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| BUFR LAND SYNOP SNOW (CM) _MI1067E : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=59.1458, expected range: 53.0385 63.4907 |
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| BUFR LAND SYNOP SNOW (CM) _MI1067E : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=59.7619, expected range: 53.7099 63.7498 |
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| MANUAL LAND SYNOP SNOW (CM) 37531 : out of range
Severe: rms_fgdepar=18.0000, expected range: -2.2220 3.6538 |
 | |
| t2m | ||
| BUFR LAND SYNOP 2M TEMPERATURE (K) 14335 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-17.9079, expected range: -18.7287 13.1798 Severely_persistent: rms_fgdepar=17.9411, expected range: 0.0000 18.5136 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-18.4539, expected range: -22.9575 -12.4845 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
22 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=18.4738, expected range: 12.6070 22.9650 |
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| METAR 2M TEMPERATURE (K) OIGK : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=12.4114, expected range: 3.6933 12.3421 |
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| LAND TEMP 2M TEMPERATURE (K) 71926 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=13.9014, expected range: -4.7934 15.5219 Severe: rms_fgdepar=13.9014, expected range: 0.0000 15.5219 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI140F8 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=15.5675, expected range: -5.2280 8.3529 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI140F8 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=15.9858, expected range: 0.0000 8.4708 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
2 times in the last 10 days for at least one item Severe: obs_number=152.0000, expected range: 186.9345 194.1905 |
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