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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-04-29 00:00
| amsua | ||
| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.3601, expected range: 0.2884 0.3063 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4007, expected range: -0.4563 -0.4384 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1684, expected range: -0.2409 -0.2387 |
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| cris | ||
| NOAA20 CRIS RADIANCES CHANNEL 67 : out of range
Considerable: obs_number=2010.0000, expected range: 2153.2500 2343.2500 |
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| NOAA20 CRIS RADIANCES CHANNEL 69 : out of range
Considerable: obs_number=1997.0000, expected range: 2176.8284 2327.4216 |
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| NOAA20 CRIS RADIANCES CHANNEL 70 : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=1913.0000, expected range: 2132.5773 2346.0477 |
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| NOAA20 CRIS RADIANCES CHANNEL 72 : out of range
3 times in the last 10 days for at least one item Considerable: obs_number=1821.0000, expected range: 1980.6695 2415.7055 |
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| NOAA20 CRIS RADIANCES CHANNEL 113 : out of range
Considerable: obs_number=1857.0000, expected range: 2124.7472 2352.6278 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 13 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2609, expected range: -0.3148 -0.2951 |
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| NPP ATMS RADIANCES CHANNEL 14 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0178, expected range: -0.0912 -0.0595 |
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| NOAA20 ATMS RADIANCES CHANNEL 14 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1748, expected range: -0.2381 -0.2043 |
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| ssmis | ||
| DMSP-18 SSMIS RADIANCES CHANNEL 4 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-1.2635, expected range: -1.1346 -1.0265 |
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| DMSP-17 SSMIS RADIANCES (8 channels affected) : out of range
Considerable: obs_number=10907.0000, expected range: 11762.7958 12960.2042 |
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| gpsro | ||
| All TERRASAR-X GPSRO SETTING ALL HEIGHTS Global : all data missing
Severe: obs_number=0, expected range: 202.47 1326.67 |
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| COSMIC2-E6 GPSRO SETTING HEIGHT 26-28 KM : out of range
2 times in the last 10 days for at least one item Slight: stdev_norm_fgdepar=1.2481, expected range: 1.0360 1.2051 |
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| Atmospheric Motion Vector | ||
| METEOSAT-11 AMV IR3 WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=741.0000, expected range: 47.1380 507.8501 |
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| GOES-16 AMV IR1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HPA) : out of range
Considerable: obs_number=2793.0000, expected range: 1519.6541 2330.1861 |
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| Radiosondes | ||
| LAND TEMP Q (G/KG) 42701 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=4.9090, expected range: 0.0000 2.7871 |
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| LAND TEMP TEMPERATURE (K) 40265 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=-9.7523, expected range: -2.8807 2.2207 Severe: rms_fgdepar=10.4423, expected range: 0.0000 7.2903 Severe: avg_pge=0.8537, expected range: -0.7972 0.7500 |
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| LAND TEMP TEMPERATURE (K) 24122 PRESSURE LAYER 300-600 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=7.6749, expected range: 0.0000 4.0018 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 40265 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=34.3967, expected range: -1.4882 11.4524 Severe: rms_fgdepar=34.5204, expected range: 0.0000 13.4739 Severe: avg_pge=0.9095, expected range: -0.5967 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 32150 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_fgdepar=36.0308, expected range: -10.8330 20.2957 Severe: rms_fgdepar=36.0308, expected range: 0.0000 21.7848 Severe: avg_pge=0.9193, expected range: -0.4569 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 32098 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_fgdepar=21.6668, expected range: -7.6092 16.8339 Severe: rms_fgdepar=23.0403, expected range: 0.0000 18.6187 Severe: avg_pge=0.8734, expected range: -0.8892 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 32389 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_pge=0.8266, expected range: -0.6255 0.7500 |
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| HIGH RESO LAND TEMP Q (G/KG) 59211 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=2.1154, expected range: 0.0000 1.1408 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (2 pressure layers affected : missing
4 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 344.9252 Severe: obs_number=0.0000, expected range: 0.0000 292.9178 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (4 pressure layers affected : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=155.0000, expected range: 260.2560 329.7440 |
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| LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
Slight: rms_fgdepar=1.3560, expected range: 0.9947 1.2957 |
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| BUFR TEMP DESCENT Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : out of range
Slight: rms_fgdepar=1.1833, expected range: 0.0000 0.9264 |
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| amdar | ||
| WIGOS AMDAR TEMPERATURE (K) VERGUUZA PRESSURE LAYER 900-1200 (HPA) : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8460, expected range: 0.6784 0.7500 |
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| AMDAR WIND VECTOR DIFF (M/S) LAN800 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8180, expected range: -0.3624 0.4804 |
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| AMDAR WIND VECTOR DIFF (M/S) ANZ103 PRESSURE LAYER 0-300 (HPA) : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=21.1493, expected range: -28.3324 41.3663 Severe: rms_fgdepar=21.3213, expected range: -28.7998 42.6447 Severe: avg_pge=0.8437, expected range: -1.5840 0.7500 |
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| AMDAR WIND VECTOR DIFF (M/S) ANZ104 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8223, expected range: -0.7848 0.7500 |
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| AMDAR WIND VECTOR DIFF (M/S) JP9ZX8Y9 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=15.1308, expected range: 0.0000 7.5044 |
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| ADS-C WIND VECTOR DIFF (M/S) SRAHMGBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.5219, expected range: 0.0000 11.6501 |
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| ADS-C WIND VECTOR DIFF (M/S) 1DEIHJBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.5286, expected range: 0.0000 13.2506 |
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| ADS-C WIND VECTOR DIFF (M/S) VQHJNZJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.2709, expected range: 0.0000 8.0273 |
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| ADS-C WIND VECTOR DIFF (M/S) MWFDFYRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.5160, expected range: 0.0000 9.9664 |
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| ADS-C WIND VECTOR DIFF (M/S) YX5EILZA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=21.7146, expected range: 0.0000 14.3578 |
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| ADS-C WIND VECTOR DIFF (M/S) PTLHBOZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.5851, expected range: 0.0000 9.6891 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) UAL907 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.9144, expected range: 0.0000 23.8775 |
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| AIREP WIND VECTOR DIFF (M/S) QFA7 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.9686, expected range: 0.0000 16.9181 |
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| AIREP WIND VECTOR DIFF (M/S) AAL728 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.7949, expected range: 0.0000 8.3473 |
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| AIREP WIND VECTOR DIFF (M/S) LOT4NL PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.8790, expected range: 0.0000 16.4611 |
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| AIREP WIND VECTOR DIFF (M/S) VIR156T PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=56.1072, expected range: -5.9913 15.5956 Severe: rms_fgdepar=56.1072, expected range: 0.0000 20.1881 |
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| prof | ||
| JAPANESE WIND PROFILER VECTOR DIFF (M/S) 47406 PRESSURE LAYER 600-900 : out of range
Severe: rms_fgdepar=19.2532, expected range: 0.0000 18.6544 Severe: avg_pge=0.8739, expected range: -0.7149 0.7500 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 48870 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8152, expected range: -0.9623 0.7500 |
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| synop | ||
| MANUAL LAND SYNOP RH2M (%) 42770 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=56.6054, expected range: -27.9047 112.2774 Severely_persistent: rms_fgdepar=56.6054, expected range: 0.0000 112.2774 |
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| MANUAL LAND SYNOP RH2M (%) 42473 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8617, expected range: -0.6677 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42674 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9679, expected range: -1.0059 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42925 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9996, expected range: -1.3207 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71613 : out of range
18 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=541.6033, expected range: 0.0000 1726.6114 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71336 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8667, expected range: 0.7985 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 86748 : out of range
26 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=756.7481, expected range: 148.3671 1244.6144 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) _80779BD : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=753.3746, expected range: 612.5973 820.7542 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) _80779BD : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=753.8429, expected range: 613.0168 821.1898 |
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| BUFR LAND SYNOP RH2M (%) 94348 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8217, expected range: -2.0914 0.7500 |
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| AUTOMATIC LAND SYNOP RH2M (%) 68425 : out of range
Severe: avg_fgdepar=51.7219, expected range: -42.7047 37.1552 Severe: rms_fgdepar=51.7219, expected range: 0.0000 25.7136 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62008 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8612, expected range: -1.2568 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42441 : out of range
Severe: avg_pge=0.9014, expected range: -1.1504 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 64702 : out of range
Severe: avg_pge=0.9998, expected range: -0.5196 0.6123 |
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| MANUAL LAND SYNOP RH2M (%) 17074 : out of range
Severe: avg_fgdepar=54.4679, expected range: -12.2520 59.2019 Severe: rms_fgdepar=54.4679, expected range: 0.0000 59.2019 Severe: avg_pge=0.9920, expected range: -0.7465 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 68098 : out of range
Severe: avg_fgdepar=50.2634, expected range: -73.0610 100.4074 Severe: rms_fgdepar=50.2634, expected range: 0.0000 76.7769 Severe: avg_pge=0.8093, expected range: -0.0177 0.0294 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 67221 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8179, expected range: 0.6995 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 94451 : out of range
Severe: avg_fgdepar=-881.6257, expected range: -153.6659 126.8980 Severe: rms_fgdepar=881.6257, expected range: -103.8511 141.3874 Severe: avg_pge=0.9341, expected range: -0.5680 0.6447 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 15285 : out of range
Severe: rms_fgdepar=309.9124, expected range: 0.0000 69.5304 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48927 : out of range
Severe: rms_fgdepar=503.6563, expected range: 0.0000 248.5907 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 24908 : out of range
Severe: rms_fgdepar=547.8166, expected range: 6.2456 64.6541 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
Severe: obs_number=263.0000, expected range: 345.3098 360.1902 |
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| BUFR LAND SYNOP RH2M (%) 76040 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.9152, expected range: -2.0968 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 64184 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.9820, expected range: -1.0780 0.7500 |
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| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3FQT3 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8581, expected range: 0.4706 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) HPUO : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9063, expected range: 0.5768 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7UT6 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=591.6124, expected range: -2424.4740 2362.3749 Severely_persistent: rms_fgdepar=591.6124, expected range: -1534.9936 2300.2767 Severely_persistent: avg_pge=0.8400, expected range: -1.4437 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) CFFO : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=573.6037, expected range: 57.7468 974.0613 Severely_persistent: rms_fgdepar=573.6398, expected range: 45.6522 1017.6806 Severely_persistent: avg_pge=0.8143, expected range: 0.2349 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) ZMMC : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=17.3657, expected range: 0.0000 17.1311 Severe: avg_pge=0.9000, expected range: -0.7454 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRLX6 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=1103.5369, expected range: -346.7371 1986.1821 Severe: rms_fgdepar=1110.3880, expected range: 0.0000 1844.4179 Severe: avg_pge=0.9065, expected range: 0.1043 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=163.0000, expected range: 128.6757 147.8243 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 2302620 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8475, expected range: 0.3402 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 2300593 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8202, expected range: 0.7149 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4101714 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-530.3015, expected range: -896.6898 852.6085 Severely_persistent: rms_fgdepar=548.4801, expected range: -780.4453 943.6752 Severely_persistent: avg_pge=0.8904, expected range: -1.1778 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4602724 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8147, expected range: 0.1301 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4101719 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-516.9851, expected range: -250.1005 314.4871 Severely_persistent: rms_fgdepar=528.8378, expected range: -315.3290 412.3171 Severely_persistent: avg_pge=0.8736, expected range: -0.5715 0.6292 |
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| MOORED BUOYS SURFACE PRESSURE (PA) : out of range
Severe: obs_number=719.0000, expected range: 805.5253 813.3636 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) VRMM : out of range
Severe: rms_fgdepar=401.9199, expected range: 1.7508 100.2387 |
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| snow | ||
| MANUAL LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=90.8526, expected range: 77.8252 112.2261 Severely_persistent: rms_fgdepar=90.8526, expected range: 77.8252 112.2261 |
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| MANUAL LAND SYNOP SNOW (CM) 14006 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=55.0000, expected range: 58.7417 87.3345 Severely_persistent: rms_fgdepar=55.0000, expected range: 58.7417 87.3345 |
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| ROCOB TEMP SNOW (CM) 63301060 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=71.7280, expected range: 62.7404 88.8496 Severely_persistent: rms_fgdepar=71.7280, expected range: 62.7404 88.8496 |
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| ROCOB TEMP SNOW (CM) 64301321 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=51.6445, expected range: 49.8960 56.6119 Severely_persistent: rms_fgdepar=51.6445, expected range: 49.8960 56.6119 |
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| ROCOB TEMP SNOW (CM) 64301323 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=55.3877, expected range: 48.3818 59.1759 Severely_persistent: rms_fgdepar=55.3877, expected range: 48.3818 59.1759 |
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| BUFR LAND SYNOP SNOW (CM) _MF11A70 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-65.6386, expected range: -101.9080 -61.7617 |
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| BUFR LAND SYNOP SNOW (CM) _MF11A70 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=65.6412, expected range: 61.7717 101.9086 |
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| BUFR LAND SYNOP SNOW (CM) _MF1DB41 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-56.0166, expected range: -78.4126 -43.2919 |
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| BUFR LAND SYNOP SNOW (CM) _MF1DB41 : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=56.0408, expected range: 43.3765 78.4441 |
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| BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-61.8532, expected range: -86.6873 -45.6843 |
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| BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=61.8664, expected range: 45.6937 86.7776 |
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| BUFR LAND SYNOP SNOW (CM) _MF14922 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-53.9546, expected range: -112.1207 -42.6636 |
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| BUFR LAND SYNOP SNOW (CM) _MF14922 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=53.9546, expected range: 42.6742 112.1243 |
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| BUFR LAND SYNOP SNOW (CM) 01003 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-81.6252, expected range: -92.1612 -76.9530 Severely_persistent: rms_fgdepar=81.6252, expected range: 76.9530 92.1612 |
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| BUFR LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=91.1520, expected range: 78.9838 110.9992 Severely_persistent: rms_fgdepar=91.1520, expected range: 78.9838 110.9992 |
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| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-719.6975, expected range: -731.3209 -705.8391 |
||
| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
16 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=719.6981, expected range: 705.8404 731.3241 |
||
| BUFR LAND SYNOP SNOW (CM) _MI161D5 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=64.2981, expected range: 63.2141 72.3058 |
||
| BUFR LAND SYNOP SNOW (CM) _MI161D5 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=64.3267, expected range: 63.2475 72.3124 |
||
| BUFR LAND SYNOP SNOW (CM) 14006 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=55.0000, expected range: 58.7417 87.3345 Severely_persistent: rms_fgdepar=55.0000, expected range: 58.7417 87.3345 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-79.9911, expected range: -131.0493 -56.7517 |
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| BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=80.0138, expected range: 56.8817 131.0686 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=72.2009, expected range: 56.7764 73.5613 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=72.2188, expected range: 56.7872 73.6036 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11AD6 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=63.7591, expected range: 53.0528 73.0812 |
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| BUFR LAND SYNOP SNOW (CM) _MI11AD6 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=63.7862, expected range: 53.1132 73.1043 |
||
| 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=-94.1546, expected range: -97.8020 -92.5548 Severely_persistent: rms_fgdepar=94.1546, expected range: 92.5579 97.8011 |
 | |
| BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=64.6056, expected range: 69.5462 96.2192 |
||
| BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=64.6088, expected range: 69.5559 96.2226 |
||
| BUFR LAND SYNOP SNOW (CM) 01429 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=53.9513, expected range: 45.7101 53.1293 Severely_persistent: rms_fgdepar=53.9515, expected range: 45.7093 53.1330 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MI14199 : out of range
30 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=56.7103, expected range: 47.5172 60.8351 |
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| BUFR LAND SYNOP SNOW (CM) _MI14199 : out of range
30 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=56.7438, expected range: 47.6841 60.8724 |
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| BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-77.9544, expected range: -88.4008 -68.8870 |
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| BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=77.9611, expected range: 68.8910 88.4216 |
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| BUFR LAND SYNOP SNOW (CM) _MF1C1DE : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-69.9666, expected range: -119.2525 -68.9965 |
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| BUFR LAND SYNOP SNOW (CM) _MF1C1DE : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=69.9679, expected range: 69.0068 119.2529 |
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| BUFR LAND SYNOP SNOW (CM) _MI1B83F : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=62.0669, expected range: 56.7544 73.4938 |
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| BUFR LAND SYNOP SNOW (CM) _MI1B83F : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=62.1040, expected range: 56.8630 73.5184 |
||
| BUFR LAND SYNOP SNOW (CM) _MF19B7F : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-50.9753, expected range: -78.9251 -53.0039 |
||
| BUFR LAND SYNOP SNOW (CM) _MF19B7F : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=50.9753, expected range: 53.0096 78.9327 |
||
| BUFR LAND SYNOP SNOW (CM) _MI196EF : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=100.0000, expected range: 99.6658 100.2578 |
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| BUFR LAND SYNOP SNOW (CM) _MI196EF : out of range
36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=100.0000, expected range: 99.6658 100.2578 |
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| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 51076 : out of range
Severe: avg_fgdepar=12.7249, expected range: -12.1528 14.4895 Severe: rms_fgdepar=12.7249, expected range: 0.0000 9.7408 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36879 : out of range
Severe: avg_fgdepar=14.1591, expected range: -1.6758 6.7233 Severe: rms_fgdepar=14.7381, expected range: 0.0000 7.5206 |
 | |
| METAR 2M TEMPERATURE (K) LEHC : out of range
Severe: rms_fgdepar=10.7052, expected range: 0.2210 4.2748 |
 | |
| METAR 2M TEMPERATURE (K) MMIO : out of range
Severe: rms_fgdepar=12.3204, expected range: 0.0000 9.6169 |
 | |
| LAND TEMP 2M TEMPERATURE (K) 65503 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.3863, expected range: -20.5355 7.3759 Severe: rms_fgdepar=12.4292, expected range: 0.0000 20.9154 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.0222, expected range: -16.4723 -3.9522 Severe: rms_fgdepar=14.0171, expected range: 3.8147 16.8413 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 36879 : out of range
Severe: avg_fgdepar=14.1091, expected range: -1.7258 6.6733 Severe: rms_fgdepar=14.6901, expected range: 0.0000 7.4763 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) : out of range
Considerable: obs_number=98.0000, expected range: 139.1743 154.2701 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
Considerable: obs_number=268.0000, expected range: 361.8001 397.6999 |
 | |
| rh2m | ||
| BUFR LAND SYNOP RH2M (%) 85570 : out of range
Severe: rms_fgdepar=31.7047, expected range: 6.5289 18.6840 |
 | |
| MANUAL LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=97.0000, expected range: 131.4819 155.3602 |
 | |
| BUFR LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=266.0000, expected range: 346.3153 405.8097 |
 | |