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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-09 00:00
| 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=-0.0565, expected range: -0.0774 -0.0695 |
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| NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0935, expected range: 0.1542 0.2043 |
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| NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5729, expected range: -0.4709 -0.3722 |
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| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 6 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4090, expected range: -0.3808 -0.3438 |
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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=0.2479, expected range: 0.3147 0.3440 |
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| METOP-B 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=-0.2278, expected range: -0.1314 -0.0510 |
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| METOP-C 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=-1.0428, expected range: -0.9457 -0.9406 |
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| METOP-C 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=-0.2332, expected range: -0.1608 -0.1288 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.7098, expected range: -0.6370 -0.5809 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 20 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0168, expected range: -0.0286 -0.0209 |
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| NPP ATMS RADIANCES CHANNEL 21 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1856, expected range: 0.1259 0.1371 |
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| NPP ATMS RADIANCES CHANNEL 22 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.7179, expected range: 0.6083 0.6678 |
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| NPP ATMS RADIANCES CHANNEL 14 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0180, expected range: -0.0423 -0.0164 |
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| NPP ATMS RADIANCES CHANNEL 13 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4049, expected range: -0.3684 -0.3389 |
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| NOAA20 ATMS RADIANCES CHANNEL 21 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0652, expected range: -0.1419 -0.1047 |
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| gpsro | ||
| COSMIC2-E1 GPSRO SETTING (24 impact heights affected) : out of range
Considerable: obs_number=287.0000, expected range: 1568.5575 2670.5675 |
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| COSMIC2-E1 GPSRO SETTING HEIGHT 22-24 KM : out of range
Slight: stdev_norm_fgdepar=0.7316, expected range: 0.8343 1.1807 |
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| COSMIC2-E1 GPSRO SETTING HEIGHT 28-30 KM : out of range
Slight: stdev_norm_fgdepar=0.8389, expected range: 0.9964 1.3365 |
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| Atmospheric Motion Vector | ||
| All AQUA MODIS CLEAR WV ALL LAYERS Global : all data missing
Severe: obs_number=0, expected range: 449.19 790.02 |
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| Geostationary CSR | ||
| METEOSAT-8 SEVIRI RADIANCES CHANNEL 3 : out of range
2 times in the last 10 days for at least one item Slight: stdev_fgdepar=0.9307, expected range: 0.7856 0.9198 |
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| resat | ||
| All METOP-B GOME-2 ALL LAYERS Global : all data missing
Severe: obs_number=0, expected range: 16848.48 90408.90 |
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| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 34882 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=10.2641, expected range: 0.0000 1.6115 |
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| LAND TEMP TEMPERATURE (K) 27995 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=6.1696, expected range: 0.0000 2.6575 |
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| LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=3.9217, expected range: 0.7388 2.2674 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 40745 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8488, expected range: -1.4271 0.7500 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 54511 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=9.4875, expected range: 0.0999 2.9376 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=4.0314, expected range: 0.8621 1.7246 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Severe: obs_number=380.0000, expected range: 556.9499 573.8001 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 54511 PRESSURE LAYER 0-300 : out of range
Severe: rms_fgdepar=20.2153, expected range: 1.7505 3.5381 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=9.2313, expected range: 0.7178 5.1068 |
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| All HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) ALL LAYERS WMO BLOCK 40 : all data missing
Severe: obs_number=0, expected range: 0.00 265.27 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 20 : all data missing
Severe: obs_number=0, expected range: 121.65 153.69 |
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| All HIGH RESO LAND TEMP ALL LAYERS South pole : all data missing
Severe: obs_number=0, expected range: 106.53 182.47 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=371.0000, expected range: 247.5317 316.9683 |
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| HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=569.0000, expected range: 624.7386 662.5114 |
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| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) JP9ZX679 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.2909, expected range: 0.3424 5.5950 |
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| WIGOS AMDAR Q (G/KG) FESEOHBA PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=4.5068, expected range: 0.0000 2.1719 |
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| WIGOS AMDAR Q (G/KG) 3OXWUWJA PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_pge=0.9832, expected range: -0.4989 0.7085 |
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| ADS-C WIND VECTOR DIFF (M/S) LZZDFGZA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=15.3814, expected range: 0.0000 8.5795 |
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| ADS-C WIND VECTOR DIFF (M/S) 1AQICMZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.6979, expected range: 0.0000 14.9025 |
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| ADS-C WIND VECTOR DIFF (M/S) B1J0DSZA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=26.6474, expected range: 0.0000 30.3518 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AAL99 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.4552, expected range: 0.0000 16.8354 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 43418 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=17.1594, expected range: 0.0000 7.3033 |
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| synop | ||
| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 41244 : out of range
19 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=506.7994, expected range: 0.0000 1705.1814 |
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| MANUAL LAND SYNOP RH2M (%) 42770 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=51.9976, expected range: -18.9710 110.0194 Severely_persistent: rms_fgdepar=51.9976, expected range: 0.0000 110.0194 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71613 : out of range
13 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=590.3754, expected range: 0.0000 1603.9391 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 23383 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-716.7681, expected range: -1586.6028 1775.5566 Severely_persistent: rms_fgdepar=731.7654, expected range: -1280.0623 1751.3348 Severely_persistent: avg_pge=0.9211, expected range: -1.3512 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=745.0102, expected range: 0.0000 1436.0206 |
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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=734.6505, expected range: 625.7599 821.1014 |
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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=734.7606, expected range: 626.8141 821.1320 |
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| BUFR LAND SYNOP RH2M (%) 25129 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9706, expected range: -1.6944 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 91648 : out of range
Severe: rms_fgdepar=420.6815, expected range: 20.1508 86.2949 Severe: avg_pge=0.8339, expected range: -0.4291 0.5185 |
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| MANUAL LAND SYNOP RH2M (%) 76741 : out of range
Severe: rms_fgdepar=30.4738, expected range: 0.0000 14.4276 |
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| MANUAL LAND SYNOP RH2M (%) 42752 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=1.0000, expected range: -1.6577 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 41697 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.9826, expected range: -1.5311 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48940 : out of range
Severe: rms_fgdepar=636.8189, expected range: 0.0000 277.5961 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48381 : out of range
Severe: rms_fgdepar=302.7426, expected range: 0.0000 140.4611 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 35594 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=399.8875, expected range: 0.0000 116.0266 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 62318 : out of range
Severe: rms_fgdepar=477.5053, expected range: 0.0000 117.3298 |
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| BUFR LAND SYNOP RH2M (%) 94422 : out of range
Severe: avg_pge=0.8099, expected range: -0.4711 0.5917 |
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| BUFR LAND SYNOP RH2M (%) 71862 : out of range
Severe: rms_fgdepar=42.5253, expected range: 0.0000 19.1705 |
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| BUFR LAND SYNOP RH2M (%) 60025 : out of range
Severe: avg_pge=0.9671, expected range: -0.4122 0.4834 |
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| BUFR LAND SYNOP RH2M (%) 71555 : out of range
Severe: rms_fgdepar=44.2816, expected range: 0.0000 17.5641 |
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| BUFR LAND SYNOP RH2M (%) 72566 : out of range
Severe: rms_fgdepar=47.6403, expected range: 0.0000 18.5167 |
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| BUFR LAND SYNOP RH2M (%) 71569 : out of range
Severe: rms_fgdepar=31.3843, expected range: 0.0000 16.6224 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=120.0000, expected range: 128.8763 141.1237 |
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| ship | ||
| SHIP SURFACE PRESSURE (PA) 9HA3047 : out of range
Severe: rms_fgdepar=397.5618, expected range: 0.0000 322.3968 Severe: avg_pge=0.8326, expected range: -0.8483 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HJC9 : out of range
Severe: rms_fgdepar=585.1322, expected range: 0.0000 454.5628 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7KKS : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.8138, expected range: 0.6954 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7KIZ : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-506.3385, expected range: -599.1651 -200.5032 Severe: rms_fgdepar=506.3385, expected range: 200.5032 599.1651 Severe: avg_pge=0.8267, expected range: -0.6219 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3E2426 : out of range
Severe: avg_fgdepar=26.8314, expected range: -15.2004 35.1362 Severe: rms_fgdepar=26.8314, expected range: 0.0000 35.6427 Severe: avg_pge=0.9382, expected range: -0.2964 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) ONJG : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=15.3193, expected range: 0.0000 10.8257 Severe: avg_pge=0.8903, expected range: -0.2319 0.7500 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6102797 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8517, expected range: -1.2483 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 2302618 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8685, expected range: 0.0605 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 1501746 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=334.0831, expected range: 0.0000 107.8831 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6204576 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-593.3379, expected range: -935.7768 699.0303 Severe: rms_fgdepar=595.9904, expected range: 0.0000 713.6333 Severe: avg_pge=0.9104, expected range: -0.1312 0.7500 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) MMTP : out of range
Severe: rms_fgdepar=352.5570, expected range: 0.0000 177.8112 |
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| snow | ||
| MANUAL LAND SYNOP SNOW (CM) 30815 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=58.9225, expected range: 7.0618 126.1242 Severely_persistent: rms_fgdepar=58.9225, expected range: 7.0618 126.1242 |
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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=53.6709, expected range: 50.1898 84.6434 Severely_persistent: rms_fgdepar=53.6709, expected range: 50.1898 84.6434 |
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| BUFR LAND SYNOP SNOW (CM) _MF1DB41 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-59.5235, expected range: -67.3347 -47.6091 |
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| BUFR LAND SYNOP SNOW (CM) _MF1DB41 : out of range
36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=59.5556, expected range: 47.6316 67.3737 |
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| BUFR LAND SYNOP SNOW (CM) 01361 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=52.3546, expected range: 38.8051 56.5603 Severely_persistent: rms_fgdepar=52.3548, expected range: 38.8111 56.5596 |
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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=-74.6065, expected range: -85.3127 -72.4215 Severely_persistent: rms_fgdepar=74.6065, expected range: 72.4215 85.3127 |
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| BUFR LAND SYNOP SNOW (CM) 30815 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=58.9505, expected range: 6.8067 126.5931 Severely_persistent: rms_fgdepar=58.9505, expected range: 6.8067 126.5931 |
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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=-728.7580, expected range: -728.5961 -714.6541 |
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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=728.7582, expected range: 714.6552 728.5970 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=56.4242, expected range: 25.2725 65.3964 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
16 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=56.4480, expected range: 25.2814 65.5050 |
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| 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=70.9750, expected range: 56.8824 76.7635 |
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| 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=70.9859, expected range: 56.9076 76.7627 |
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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: avg_fgdepar=-92.9190, expected range: -95.6970 -65.4293 |
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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=92.9213, expected range: 65.4522 95.7095 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=93.0056, expected range: 59.1732 90.2110 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
20 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=93.0069, expected range: 59.1804 90.2261 |
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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: avg_fgdepar=66.0365, expected range: 52.4464 89.0270 |
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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=66.0525, expected range: 52.4784 89.0335 |
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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=-90.5797, expected range: -95.1720 -90.7675 Severely_persistent: rms_fgdepar=90.5797, expected range: 90.7675 95.1720 |
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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=-53.7146, expected range: -83.5174 -48.0453 |
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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=53.7182, expected range: 48.0798 83.5194 |
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| BUFR LAND SYNOP SNOW (CM) _MI1A5CE : out of range
30 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-51.7944, expected range: -60.0821 -43.9124 |
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| BUFR LAND SYNOP SNOW (CM) _MI1A5CE : out of range
30 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=51.8214, expected range: 43.9664 60.0967 |
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| MANUAL LAND SYNOP SNOW (CM) 24343 : out of range
Severe: rms_fgdepar=18.7492, expected range: 0.0000 8.1669 |
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| ROCOB TEMP SNOW (CM) 64301677 : out of range
Severe: rms_fgdepar=15.0317, expected range: 4.7358 9.1470 |
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| BUFR LAND SYNOP SNOW (CM) _MI1EDCD : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=100.0000, expected range: 100.0000 100.0000 |
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| BUFR LAND SYNOP SNOW (CM) _MI1EDCD : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=100.0000, expected range: 100.0000 100.0000 |
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| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 68299 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.8316, expected range: -17.5603 -4.8581 Severely_persistent: rms_fgdepar=12.8316, expected range: 4.8062 17.7388 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.7735, expected range: -20.6342 -9.1105 Severely_persistent: rms_fgdepar=15.1454, expected range: 9.6403 20.3987 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 89815 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.0689, expected range: -30.9091 0.3941 Severely_persistent: rms_fgdepar=13.0689, expected range: 0.0000 31.6154 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.1895, expected range: -21.7190 -4.7696 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
22 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.1895, expected range: 4.7256 21.8351 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 50353 : out of range
Severe: avg_fgdepar=13.2270, expected range: -6.3980 12.4837 Severe: rms_fgdepar=13.2270, expected range: 0.0000 10.2163 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 63474 : out of range
Severe: avg_fgdepar=14.2432, expected range: -2.0172 2.7831 Severe: rms_fgdepar=14.2432, expected range: 0.0000 2.7172 |
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| METAR 2M TEMPERATURE (K) BITN : out of range
Severe: rms_fgdepar=10.2657, expected range: 0.0000 2.0059 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=170.0000, expected range: 180.8698 198.2552 |
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