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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-12-02 00:00
| AMSUA Pacific RARS | ||
| All NOAA-18 AMSUA ALL SKY CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 725.61 803.39 |
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| All NOAA-19 AMSUA ALL SKY CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 229.12 1497.39 |
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| iasi | ||
| METOP-B IASI RADIANCES CHANNEL 292 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1076, expected range: -0.0988 -0.0932 |
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| METOP-B IASI RADIANCES CHANNEL 301 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.3117, expected range: 0.2596 0.2881 |
 | |
| METOP-B IASI RADIANCES CHANNEL 303 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.3307, expected range: 0.2459 0.2835 |
 | |
| 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=-0.0904, expected range: -0.0742 -0.0642 |
 | |
| 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=0.1371, expected range: 0.1624 0.1730 |
 | |
| METOP-B IASI RADIANCES CHANNEL 254 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0937, expected range: 0.1077 0.1179 |
 | |
| METOP-B IASI RADIANCES CHANNEL 1658 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1961, expected range: -0.1201 -0.0241 |
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| METOP-B IASI RADIANCES CHANNEL 284 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0079, expected range: 0.0961 0.1695 |
 | |
| METOP-B IASI RADIANCES CHANNEL 286 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0491, expected range: 0.0442 0.1595 |
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| METOP-B IASI RADIANCES CHANNEL 1513 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1074, expected range: -0.0247 0.0419 |
 | |
| 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=0.0804, expected range: 0.1012 0.1150 |
 | |
| 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=0.0859, expected range: 0.1059 0.1216 |
 | |
| METOP-C IASI RADIANCES CHANNEL 301 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.2413, expected range: 0.2001 0.2189 |
 | |
| 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=-0.0317, expected range: -0.0163 -0.0114 |
 | |
| 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=-0.0081, expected range: 0.0706 0.1655 |
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| cris | ||
| NPP CRIS RADIANCES CHANNEL 113 : out of range
25 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0983, expected range: 0.0740 0.0851 |
 | |
| NPP CRIS RADIANCES CHANNEL 657 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0677, expected range: 0.0753 0.0755 |
 | |
| NOAA20 CRIS RADIANCES CHANNEL 618 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0682, expected range: -0.0623 -0.0578 |
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| NOAA20 CRIS RADIANCES CHANNEL 653 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0538, expected range: 0.0731 0.0830 |
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| NOAA20 CRIS RADIANCES CHANNEL 657 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0513, expected range: 0.0635 0.0652 |
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| NOAA20 CRIS RADIANCES CHANNEL 113 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1927, expected range: 0.1657 0.1752 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 14 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.3526, expected range: -0.2354 -0.0924 |
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| NOAA20 ATMS RADIANCES CHANNEL 10 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5191, expected range: -0.7538 -0.6282 |
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| gpsro | ||
| All KOMPSAT-5 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 192.86 861.88 |
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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 | ||
| LAND TEMP TEMPERATURE (K) 24507 PRESSURE LAYER 900-1200 (HPA) : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8543, expected range: -0.8591 0.7500 |
 | |
| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severely_persistent: obs_number=0, expected range: 136.82 151.98 |
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| LAND TEMP TEMPERATURE (K) 27730 PRESSURE LAYER 300-600 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=6.2764, expected range: 0.4818 1.2743 |
 | |
| LAND TEMP TEMPERATURE (K) 31088 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=6.3239, expected range: 0.0000 3.3651 |
 | |
| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (2 pressure layers affected : out of range
2 times in the last 10 days for at least one item Severe: obs_number=561.0000, expected range: 451.2418 469.7582 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
2 times in the last 10 days for at least one item Severe: obs_number=191.0000, expected range: 93.6707 100.0793 Severe: obs_number=95.0000, expected range: 275.5863 290.1637 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 48 : all data missing
Severe: obs_number=0, expected range: 131.07 188.64 |
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| HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
Considerable: obs_number=256.0000, expected range: 338.9700 359.2800 |
 | |
| amdar | ||
| WIGOS AMDAR TEMPERATURE (K) QZKWUWBA (3 pressure layers affected) : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=11.3577, expected range: -1.5071 0.8783 Severely_persistent: rms_fgdepar=11.4856, expected range: 0.0000 3.4237 Severely_persistent: avg_pge=0.9028, expected range: -0.0474 0.0565 |
 | |
| AMDAR WIND VECTOR DIFF (M/S) AEA024 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=21.4134, expected range: -12.6889 26.6273 Severe: rms_fgdepar=21.5830, expected range: 0.0000 31.5090 Severe: avg_pge=0.8473, expected range: -0.5207 0.7500 |
 | |
| AMDAR WIND VECTOR DIFF (M/S) AEA026 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.3551, expected range: -14.6605 29.4459 Severe: rms_fgdepar=20.3551, expected range: 0.0000 31.6881 Severe: avg_pge=0.8467, expected range: -1.2081 0.7500 |
 | |
| AMDAR WIND VECTOR DIFF (M/S) KLM706 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.7565, expected range: 0.0000 12.5265 Severe: avg_pge=0.8133, expected range: -0.2754 0.4422 |
 | |
| AMDAR WIND VECTOR DIFF (M/S) LAN705 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=22.1026, expected range: -7.8136 24.4984 Severe: rms_fgdepar=22.2498, expected range: 0.0000 30.9521 Severe: avg_pge=0.8574, expected range: -0.5502 0.7500 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) 0CU015BA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.0432, expected range: 0.0000 20.7678 |
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| ADS-C WIND VECTOR DIFF (M/S) 0SQSTWRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.3603, expected range: 0.0000 16.8662 |
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| ADS-C WIND VECTOR DIFF (M/S) 12KEILJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=33.4154, expected range: 0.0000 16.7377 |
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| ADS-C WIND VECTOR DIFF (M/S) 134ICNZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.7299, expected range: 0.0000 14.3582 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) 2CGXUXJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.5896, expected range: 0.0000 15.0696 |
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| ADS-C WIND VECTOR DIFF (M/S) 5BJDERJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.7663, expected range: 0.0000 27.5409 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) A0W01LJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.2732, expected range: 0.5283 9.1630 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) CA0UDQBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.7405, expected range: 0.0000 12.9847 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) CMJMNEZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.3292, expected range: 0.0000 8.8081 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) CQ4YCNJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.3108, expected range: 1.7179 6.3804 |
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| ADS-C WIND VECTOR DIFF (M/S) GS3XVAJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.8225, expected range: 0.0000 27.8707 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) HS00LAZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=29.8093, expected range: 0.0000 16.4581 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) JEZ0RUJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.0564, expected range: 0.0000 17.9696 |
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| ADS-C WIND VECTOR DIFF (M/S) JUEBTRRA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=24.2179, expected range: 0.0000 32.3746 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) LIFMAAZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.4327, expected range: 0.0000 20.5705 |
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| ADS-C WIND VECTOR DIFF (M/S) NPSVRFJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.1302, expected range: 0.0000 14.6466 |
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| ADS-C WIND VECTOR DIFF (M/S) OA1CBFJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=30.0623, expected range: 0.0000 8.6128 |
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| ADS-C WIND VECTOR DIFF (M/S) PIKRV4RA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.8356, expected range: 0.0000 28.5992 |
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| ADS-C WIND VECTOR DIFF (M/S) QPNEILBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.9864, expected range: 0.0000 15.7786 |
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| ADS-C WIND VECTOR DIFF (M/S) SN3SPDZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=29.2421, expected range: 0.0000 37.4127 |
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| ADS-C WIND VECTOR DIFF (M/S) UGSYCNRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=35.5463, expected range: 0.0000 16.4061 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) VDIBEWZA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=21.0975, expected range: 0.0000 34.2805 |
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| ADS-C WIND VECTOR DIFF (M/S) XLOJMLZA PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=24.3268, expected range: 0.0000 61.7820 |
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| ADS-C WIND VECTOR DIFF (M/S) XNJCPKZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.1930, expected range: 0.0000 15.6877 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) ZMOBATBA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=20.3487, expected range: -8.3399 17.8810 Severe: rms_fgdepar=37.4081, expected range: 0.0000 35.0617 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AAL754 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=23.4196, expected range: -31.3313 45.1497 |
 | |
| AIREP WIND VECTOR DIFF (M/S) BAW22E PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.3227, expected range: 0.0000 10.4650 |
 | |
| AIREP WIND VECTOR DIFF (M/S) KLM644 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.1333, expected range: 0.0000 18.9467 |
 | |
| AIREP WIND VECTOR DIFF (M/S) NBT602 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=27.4474, expected range: 0.0000 9.4445 |
 | |
| AIREP WIND VECTOR DIFF (M/S) UAL27 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.7402, expected range: 0.0000 17.6587 |
 | |
| AIREP WIND VECTOR DIFF (M/S) UAL84 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.5558, expected range: 0.0000 10.5824 |
 | |
| AIREP WIND VECTOR DIFF (M/S) UAL90 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=34.3034, expected range: 0.0000 11.4238 |
 | |
| AIREP WIND VECTOR DIFF (M/S) UAL915 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.1748, expected range: 0.0000 15.2368 |
 | |
| AIREP WIND VECTOR DIFF (M/S) UAL990 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.8482, expected range: 0.0000 16.2930 |
 | |
| prof | ||
| JAPANESE WIND PROFILER VECTOR DIFF (M/S) 47612 PRESSURE LAYER 300-600 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=26.7016, expected range: -3.4819 10.5461 Severe: rms_fgdepar=31.0135, expected range: 0.0000 12.5778 Severe: avg_pge=0.8187, expected range: -0.5991 0.7500 |
 | |
| JAPANESE WIND PROFILER VECTOR DIFF (M/S) 47616 PRESSURE LAYER 300-600 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=15.6229, expected range: 0.0000 7.0932 |
 | |
| JAPANESE WIND PROFILER VECTOR DIFF (M/S) 47746 PRESSURE LAYER 300-600 : out of range
Severe: rms_fgdepar=24.7483, expected range: 1.2348 6.8958 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 97900 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=16.9138, expected range: 0.0000 8.0510 |
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| synop | ||
| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 17952 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8308, expected range: -1.5026 0.7500 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82990 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8489, expected range: -0.7828 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 14658 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8469, expected range: -0.0781 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 62403 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-579.9899, expected range: -809.7136 848.2148 Severely_persistent: rms_fgdepar=579.9899, expected range: -627.0972 792.9701 Severely_persistent: avg_pge=0.9089, expected range: -1.3748 0.7500 |
 | |
| 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=588.7206, expected range: 487.6192 741.4634 Severely_persistent: rms_fgdepar=589.2101, expected range: 488.3180 741.6078 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 84801 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=592.3519, expected range: -1250.0360 1846.8133 Severely_persistent: rms_fgdepar=592.7972, expected range: 0.0000 1781.0941 Severely_persistent: avg_pge=0.8916, expected range: -1.8875 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 84825 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-531.4533, expected range: -665.4150 -366.0708 Severely_persistent: rms_fgdepar=531.9605, expected range: 366.5170 666.5324 |
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| AUTOMATIC LAND SYNOP RH2M (%) 38191 : out of range
Severe: avg_fgdepar=50.6457, expected range: -25.8563 67.0717 Severe: rms_fgdepar=50.6457, expected range: 0.0000 67.0717 |
 | |
| MANUAL LAND SYNOP RH2M (%) 64705 : out of range
Severe: rms_fgdepar=33.8380, expected range: 1.3819 16.3375 Severe: rms_fgdepar=31.9569, expected range: 0.0000 13.5748 |
 | |
| MANUAL LAND SYNOP RH2M (%) 87016 : out of range
Severe: avg_fgdepar=-52.7080, expected range: -38.9406 46.5800 Severe: rms_fgdepar=52.7080, expected range: -34.8339 44.5654 Severe: avg_pge=0.9992, expected range: -0.0183 0.0272 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83700 : out of range
Severe: avg_fgdepar=-553.9954, expected range: -483.9973 352.6852 Severe: rms_fgdepar=704.1441, expected range: 0.0000 414.5727 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 86210 : out of range
Severe: avg_pge=0.8044, expected range: -1.0243 0.7500 |
 | |
| BUFR LAND SYNOP RH2M (%) 06749 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-51.4906, expected range: -130.4629 100.1009 Severe: rms_fgdepar=51.4906, expected range: 0.0000 114.4102 |
 | |
| BUFR LAND SYNOP RH2M (%) 64184 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8722, expected range: -0.4803 0.7500 |
 | |
| BUFR LAND SYNOP RH2M (%) 68408 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-68.4410, expected range: -34.1121 26.4329 Severe: rms_fgdepar=68.4410, expected range: 0.0000 23.8407 Severe: avg_pge=1.0000, expected range: 0.0002 0.0055 |
 | |
| BUFR LAND SYNOP RH2M (%) 68538 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=32.8394, expected range: 0.0000 12.3049 |
 | |
| BUFR LAND SYNOP RH2M (%) _170DB05 : out of range
Severe: avg_pge=0.9907, expected range: -1.6352 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 30127 : out of range
Severe: avg_fgdepar=-530.7487, expected range: -317.3550 205.7625 Severe: rms_fgdepar=738.0750, expected range: 0.0000 274.3859 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 60210 : out of range
Severe: rms_fgdepar=312.2533, expected range: 14.3368 131.4297 |
 | |
| BUFR LAND SYNOP RH2M (%) : out of range
1 times in the last 10 days for at least one item Severe: obs_number=57.0000, expected range: 86.2848 91.1152 |
 | |
| ship | ||
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) DFPG2 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-571.2007, expected range: -967.9226 19.2470 Severely_persistent: rms_fgdepar=571.2007, expected range: 0.0000 967.9226 Severely_persistent: avg_pge=0.8465, expected range: 0.5649 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) ELZC7 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=867.5660, expected range: 638.0813 1091.2415 Severely_persistent: rms_fgdepar=868.6287, expected range: 638.0813 1091.2415 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) LF5B : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8140, expected range: 0.0230 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) WDD2876 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=26.6917, expected range: -21.6852 50.7299 Severely_persistent: rms_fgdepar=26.6919, expected range: 0.0000 50.7299 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6BQ8 : out of range
Severe: avg_fgdepar=-605.4746, expected range: -769.9651 614.7193 Severe: rms_fgdepar=736.7363, expected range: 0.0000 672.4733 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) S6CH4 : out of range
Severe: avg_fgdepar=-588.7756, expected range: -1051.1172 921.0877 Severe: rms_fgdepar=589.5399, expected range: 0.0000 850.8644 Severe: avg_pge=0.8427, expected range: -1.2961 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRCB4 : out of range
Severe: avg_fgdepar=-581.0486, expected range: -621.4054 -293.3509 Severe: rms_fgdepar=581.0486, expected range: 272.8352 610.4645 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WUKJN8R : out of range
Severe: rms_fgdepar=695.9379, expected range: 0.0000 293.4965 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) ZNZH6 : out of range
Severe: avg_fgdepar=1305.8595, expected range: -154.1378 399.8409 Severe: rms_fgdepar=1305.8595, expected range: 0.0000 421.1176 Severe: avg_pge=0.9259, expected range: -0.7762 0.7500 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 1501742 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=335.0136, expected range: 0.0000 82.8692 Severe: avg_pge=0.8234, expected range: -0.1210 0.1416 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) KAFF : out of range
Severe: rms_fgdepar=387.8524, expected range: 0.0000 123.8429 |
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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=-766.0734, expected range: -821.6254 -760.9482 Severely_persistent: rms_fgdepar=766.0734, expected range: 761.0911 821.5763 |
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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=-92.2697, expected range: -103.6917 -59.9071 Severely_persistent: rms_fgdepar=92.2756, expected range: 59.9300 103.6911 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-53.5408, expected range: -61.8532 -23.8868 Severely_persistent: rms_fgdepar=53.5430, expected range: 23.9578 61.8271 |
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| BUFR LAND SYNOP SNOW (CM) 08936 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=33.3379, expected range: 0.4388 6.4205 |
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| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
30 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.2894, expected range: -16.6594 -10.3417 Severely_persistent: rms_fgdepar=14.4431, expected range: 10.5653 16.7218 |
 | |
| METAR 2M TEMPERATURE (K) LTCB : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=12.7814, expected range: 3.1530 16.4268 Severely_persistent: rms_fgdepar=12.8342, expected range: 3.6104 16.5201 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 71652 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=12.1234, expected range: -14.4330 23.3716 Severely_persistent: rms_fgdepar=12.6181, expected range: 0.0000 21.6983 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
31 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.1620, expected range: -16.7662 -10.4333 Severely_persistent: rms_fgdepar=14.3163, expected range: 10.6322 16.8463 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02207 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=11.7018, expected range: 0.0000 4.4786 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 70194 : out of range
Severe: avg_fgdepar=-12.6650, expected range: -15.9584 9.2449 Severe: rms_fgdepar=12.6650, expected range: 0.0000 14.8583 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71033 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.2805, expected range: -11.8215 8.6619 Severe: rms_fgdepar=13.3734, expected range: -7.1074 12.0349 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25129 : out of range
Severe: avg_fgdepar=-13.1058, expected range: -9.7491 7.7604 Severe: rms_fgdepar=13.1164, expected range: 0.0000 7.8498 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.5757, expected range: -20.6613 13.3709 Severe: rms_fgdepar=13.1728, expected range: 0.0000 15.0018 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
Severe: rms_fgdepar=12.1402, expected range: 0.0000 13.0130 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-16.8663, expected range: -11.1448 11.6796 Severe: rms_fgdepar=16.8671, expected range: 0.0000 9.4329 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 27752 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=10.6947, expected range: 0.0000 5.6046 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 35671 : out of range
Severe: rms_fgdepar=10.0585, expected range: 0.0000 5.2563 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 63882 : out of range
Severe: rms_fgdepar=12.4165, expected range: 0.0000 5.0060 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25129 : out of range
Severe: avg_fgdepar=-13.1457, expected range: -9.7982 7.7139 Severe: rms_fgdepar=13.1562, expected range: 0.0000 7.9263 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.6521, expected range: -20.7367 13.3334 Severe: rms_fgdepar=13.2526, expected range: 0.0000 15.0769 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
Severe: avg_fgdepar=-12.0154, expected range: -14.3014 8.1337 Severe: rms_fgdepar=12.2483, expected range: 0.0000 13.1069 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-16.5633, expected range: -11.2609 11.6568 Severe: rms_fgdepar=16.5636, expected range: 0.0000 9.5819 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 71033 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=12.3139, expected range: -6.1809 11.1888 |
 | |
| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) 60394 : out of range
Severe: rms_fgdepar=35.5429, expected range: 0.0000 16.1107 |
 | |
| AUTOMATIC LAND SYNOP RH2M (%) 68737 : out of range
Severe: rms_fgdepar=31.1115, expected range: 0.0000 15.0069 |
 | |
| MANUAL LAND SYNOP RH2M (%) 60265 : out of range
Severe: rms_fgdepar=33.4851, expected range: 0.0000 14.1838 |
 | |
| MANUAL LAND SYNOP RH2M (%) 68538 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=34.0409, expected range: 0.0000 17.7151 |
 | |
| METAR RH2M (%) GMMZ : out of range
Severe: rms_fgdepar=33.8231, expected range: 0.0000 15.6512 |
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| BUFR LAND SYNOP RH2M (%) _MI1993B : out of range
Severe: rms_fgdepar=35.0554, expected range: 0.0000 19.2006 |
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