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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-07 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=-0.0510, expected range: -0.0742 -0.0695 |
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| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 6 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4141, expected range: -0.3808 -0.3541 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5002, expected range: -0.3936 -0.3874 |
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| METOP-B 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=-0.2186, expected range: -0.1314 -0.0475 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2096, expected range: -0.1608 -0.1048 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 20 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0058, expected range: -0.0547 -0.0209 |
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| NPP ATMS RADIANCES CHANNEL 21 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1649, expected range: 0.1009 0.1371 |
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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=-0.3911, expected range: -0.3684 -0.3383 |
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| NOAA20 ATMS RADIANCES CHANNEL 14 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1822, expected range: -0.2087 -0.2043 |
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| gpsro | ||
| METOP-B GRAS RISING HEIGHT 14-16 KM : out of range
Slight: stdev_norm_fgdepar=0.8997, expected range: 0.9855 1.2137 |
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| COSMIC2-E1 GPSRO RISING HEIGHT 36-38 KM : out of range
Slight: avg_norm_fgdepar=0.1924, expected range: -0.0437 0.1223 |
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| Atmospheric Motion Vector | ||
| AQUA MODIS CLEAR WV WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
3 times in the last 10 days for at least one item Considerable: obs_number=1131.0000, expected range: 276.3766 790.0176 |
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| Geostationary CSR | ||
| METEOSAT-8 SEVIRI RADIANCES CHANNEL 3 : out of range
Slight: stdev_fgdepar=0.9250, expected range: 0.7739 0.9198 |
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| Radiosondes | ||
| LAND TEMP Q (G/KG) 65578 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.5115, expected range: 0.1252 1.9121 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 32389 (2 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=16.2175, expected range: 0.0000 8.1656 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 25913 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=22.5768, expected range: -3.2588 7.7315 Severe: rms_fgdepar=22.6713, expected range: 0.0000 7.6235 Severe: avg_pge=0.9285, expected range: -0.9441 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 23955 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=20.7461, expected range: -6.6230 12.8038 Severe: rms_fgdepar=20.7461, expected range: 0.0000 13.2072 Severe: avg_pge=0.9053, expected range: -1.1682 0.7500 |
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| HIGH RESO LAND TEMP Q (G/KG) 56985 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=3.8252, expected range: 0.0000 1.9116 |
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| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) ANZ6 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8490, expected range: -1.7668 0.7500 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) XALICUJA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=16.9011, expected range: 0.0000 6.7050 Severe: avg_pge=0.8194, expected range: -0.3037 0.3915 |
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| ADS-C WIND VECTOR DIFF (M/S) CISYGFZA PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=15.4334, expected range: 0.0000 7.0963 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) ETD140 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.5705, expected range: 0.3281 5.9482 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 96791 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=15.2913, expected range: 0.0000 6.0403 |
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| synop | ||
| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 41244 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-592.7428, expected range: -2047.4730 1432.6329 Severely_persistent: rms_fgdepar=607.6225, expected range: 0.0000 1677.0838 Severely_persistent: avg_pge=0.9276, expected range: 0.4318 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42770 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9989, expected range: -1.7343 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42473 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8043, expected range: -1.7719 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 86748 : out of range
29 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=694.0475, expected range: 0.0000 1583.7209 Severely_persistent: avg_pge=0.8743, expected range: 0.0852 0.7500 |
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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=692.4524, expected range: 653.2873 803.0830 |
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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=693.4032, expected range: 653.7042 803.6299 |
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| AUTOMATIC LAND SYNOP RH2M (%) 18210 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-51.0244, expected range: -101.3596 36.4866 Severe: rms_fgdepar=51.9305, expected range: 0.0000 102.5454 |
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| AUTOMATIC LAND SYNOP RH2M (%) 41244 : out of range
Severe: rms_fgdepar=41.5431, expected range: 0.0000 18.6543 |
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| MANUAL LAND SYNOP RH2M (%) 65351 : out of range
Severe: rms_fgdepar=38.8585, expected range: 0.0000 18.3389 Severe: avg_pge=0.8593, expected range: -0.0003 0.0068 |
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| MANUAL LAND SYNOP RH2M (%) 42752 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.9497, expected range: -1.7455 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 41624 : out of range
Severe: avg_pge=0.9218, expected range: -0.8207 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 41697 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.9288, expected range: -1.4055 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 24802 : out of range
Severe: avg_fgdepar=553.0896, expected range: -154.9338 292.4284 Severe: rms_fgdepar=553.0896, expected range: 0.0000 284.6324 Severe: avg_pge=0.8932, expected range: -1.0394 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83912 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8276, expected range: -0.3154 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82596 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=348.2986, expected range: 0.0000 294.5669 Severe: avg_pge=0.8432, expected range: -0.8642 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62008 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8477, expected range: -0.9648 0.7500 |
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| MANUAL LAND SYNOP Z (M) 38856 : out of range
Severe: avg_pge=0.9639, expected range: -0.0596 0.0769 |
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| BUFR LAND SYNOP RH2M (%) 72312 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=41.5022, expected range: 0.0000 27.5576 Severe: avg_pge=0.8218, expected range: -0.0050 0.0129 |
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| BUFR LAND SYNOP RH2M (%) 60252 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=33.1980, expected range: 0.0000 13.5508 |
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| BUFR LAND SYNOP RH2M (%) 03225 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-57.9676, expected range: -16.4895 18.0893 Severe: rms_fgdepar=57.9676, expected range: 0.0000 19.3088 Severe: avg_pge=0.9946, expected range: 0.0000 0.0061 |
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| BUFR LAND SYNOP RH2M (%) 08545 : out of range
Severe: rms_fgdepar=43.4110, expected range: 0.0000 17.9535 |
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| BUFR LAND SYNOP RH2M (%) 03075 : out of range
Severe: rms_fgdepar=30.4346, expected range: 0.0000 16.1572 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 67221 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8063, expected range: 0.6801 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 76243 : out of range
Severe: avg_pge=0.8148, expected range: -0.5152 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 23383 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=914.3689, expected range: -321.9036 267.1367 Severe: rms_fgdepar=921.5671, expected range: 0.0000 356.5421 Severe: avg_pge=0.9307, expected range: -0.8004 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 25916 : out of range
Severe: rms_fgdepar=608.2880, expected range: 0.0000 188.2021 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 13369 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=314.6023, expected range: 0.0000 130.7807 |
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| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) EUMDE39 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=27.2683, expected range: -19.5437 52.8159 Severely_persistent: rms_fgdepar=27.6008, expected range: 0.0000 53.0275 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7QJ3 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=862.3499, expected range: -831.9078 1758.4189 Severely_persistent: rms_fgdepar=876.2038, expected range: 0.0000 1729.2747 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 45024 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8423, expected range: 0.5968 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 2VTMYTD : out of range
Severe: avg_pge=0.8934, expected range: 0.0550 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6UZ7 : out of range
Severe: rms_fgdepar=326.5795, expected range: 0.0000 164.9080 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRNA8 : out of range
Severe: avg_fgdepar=530.7523, expected range: -386.1270 791.6437 Severe: rms_fgdepar=530.7523, expected range: 0.0000 775.4578 Severe: avg_pge=0.8181, expected range: -1.0682 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WGEH : out of range
Severe: rms_fgdepar=349.4404, expected range: 0.0000 108.4273 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7KIZ : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=489.5063, expected range: 320.0806 461.4071 Severe: avg_pge=0.8198, expected range: -0.7069 0.7500 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6204593 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-546.0564, expected range: -1570.4697 1086.1741 Severely_persistent: rms_fgdepar=546.0564, expected range: 0.0000 897.2537 Severely_persistent: avg_pge=0.9043, expected range: -0.0229 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4602724 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9009, expected range: 0.1336 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6102797 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8411, expected range: -1.5099 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 2302618 : out of range
18 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=712.9090, expected range: 0.0000 1290.6990 Severely_persistent: avg_pge=0.9190, expected range: 0.0590 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 2302620 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=538.7667, expected range: 130.9602 646.2094 Severe: avg_pge=0.8683, expected range: -0.0246 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 1601606 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=546.9691, expected range: 0.0000 198.2636 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 5401536 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=652.6752, expected range: -67.8367 63.3421 Severe: rms_fgdepar=659.4316, expected range: 0.0000 49.1874 Severe: avg_pge=0.9076, expected range: -0.0168 0.0192 |
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| MOORED BUOYS SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=812.0000, expected range: 944.4700 997.8829 Considerable: obs_number=69.0000, expected range: 135.0000 135.0000 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) OIBQ : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=398.6291, expected range: 0.0000 98.0802 |
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| METAR SURFACE PRESSURE (PA) OIBV : out of range
Severe: rms_fgdepar=325.3146, expected range: 0.0000 129.1793 |
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| snow | ||
| MANUAL LAND SYNOP SNOW (CM) 22271 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=50.4211, expected range: 40.6218 56.0703 Severely_persistent: rms_fgdepar=50.4211, expected range: 40.6218 56.0703 |
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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=59.0433, expected range: 55.1303 83.3108 Severely_persistent: rms_fgdepar=59.0433, expected range: 55.1303 83.3108 |
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| BUFR LAND SYNOP SNOW (CM) _MF11A70 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-52.7876, expected range: -84.4392 -35.2218 |
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| BUFR LAND SYNOP SNOW (CM) _MF11A70 : out of range
32 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=52.7960, expected range: 35.2413 84.4393 |
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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=-65.4444, expected range: -58.6686 -52.7885 |
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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=65.4769, expected range: 52.7982 58.7149 |
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| BUFR LAND SYNOP SNOW (CM) 22271 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=51.7916, expected range: 41.4704 57.7685 Severely_persistent: rms_fgdepar=51.7916, expected range: 41.4704 57.7685 |
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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=-75.7956, expected range: -85.7501 -74.9524 Severely_persistent: rms_fgdepar=75.7956, expected range: 74.9524 85.7501 |
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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=-722.6307, expected range: -730.1816 -711.8966 |
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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=722.6308, expected range: 711.8987 730.1816 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=57.4518, expected range: 19.5414 63.0654 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
8 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=57.4635, expected range: 19.5307 63.1566 |
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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=71.6545, expected range: 58.5426 73.2676 |
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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=71.6556, expected range: 58.5436 73.3032 |
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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=-90.6904, expected range: -86.1564 -69.7105 |
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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=90.6953, expected range: 69.7128 86.1866 |
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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=79.6577, expected range: 51.7127 84.0843 |
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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=79.6704, expected range: 51.7450 84.1016 |
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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=-91.7935, expected range: -95.8114 -91.2601 Severely_persistent: rms_fgdepar=91.7936, expected range: 91.2602 95.8114 |
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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=-61.9640, expected range: -94.5204 -46.3009 |
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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=61.9824, expected range: 46.3301 94.5182 |
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| BUFR LAND SYNOP SNOW (CM) _MI135AD : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-58.4028, expected range: -77.1953 -29.2289 |
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| BUFR LAND SYNOP SNOW (CM) _MI135AD : out of range
26 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=58.4044, expected range: 29.2582 77.2149 |
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| BUFR LAND SYNOP SNOW (CM) _MI1B25E : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-61.3439, expected range: -58.5927 -30.5057 |
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| BUFR LAND SYNOP SNOW (CM) _MI1B25E : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=61.3560, expected range: 30.5158 58.5913 |
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| BUFR LAND SYNOP SNOW (CM) _MI1A5CE : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-50.8781, expected range: -63.2049 -36.6238 |
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| BUFR LAND SYNOP SNOW (CM) _MI1A5CE : out of range
22 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=50.8857, expected range: 36.7601 63.1768 |
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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=57.8085, expected range: 54.5705 71.9240 |
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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=57.8154, expected range: 54.6192 71.9366 |
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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: avg_fgdepar=100.0000, expected range: 100.0000 100.0000 |
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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: 100.0000 100.0000 |
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| MANUAL LAND SYNOP SNOW (CM) 23891 : out of range
Severe: rms_fgdepar=19.8297, expected range: 6.4635 11.4403 |
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| MANUAL LAND SYNOP SNOW (CM) 23078 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=15.3581, expected range: 0.0000 5.1667 |
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| ROCOB TEMP SNOW (CM) 64301568 : out of range
Severe: rms_fgdepar=23.3888, expected range: 0.0000 3.2266 |
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| BUFR LAND SYNOP SNOW (CM) : out of range
1 times in the last 10 days for at least one item Considerable: avg_fgdepar=-148.9105, expected range: -141.0784 -126.2947 |
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| t2m | ||
| LAND TEMP 2M TEMPERATURE (K) 65503 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.2278, expected range: -21.7078 8.3867 Severely_persistent: rms_fgdepar=15.3090, expected range: 0.0000 21.8062 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range
33 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.6235, expected range: -20.8702 -7.6339 Severely_persistent: rms_fgdepar=15.7624, expected range: 8.1828 20.6793 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.3464, expected range: -18.2012 -5.9873 Severely_persistent: rms_fgdepar=13.3877, expected range: 5.8901 18.9439 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 52955 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=12.8866, expected range: -15.2551 18.9395 Severe: rms_fgdepar=12.8866, expected range: 0.0000 13.9466 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 56065 : out of range
Severe: avg_fgdepar=12.0178, expected range: -1.5000 14.8388 Severe: rms_fgdepar=12.0178, expected range: 0.0000 14.8388 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 56106 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=12.9858, expected range: 5.6066 14.2262 Severe: rms_fgdepar=12.9858, expected range: 5.6066 14.2262 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89577 : out of range
Severe: avg_fgdepar=-15.4478, expected range: -10.0994 -4.2346 Severe: rms_fgdepar=15.4954, expected range: 4.3856 10.2004 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 60105 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.5816, expected range: 0.0000 2.7675 |
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| METAR 2M TEMPERATURE (K) EGAE : out of range
Severe: rms_fgdepar=10.4475, expected range: 0.0000 4.0373 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 76040 : out of range
Severe: rms_fgdepar=11.6167, expected range: 0.4468 5.4461 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 89577 : out of range
Severe: avg_fgdepar=-15.4597, expected range: -9.9435 -4.4403 Severe: rms_fgdepar=15.5060, expected range: 4.5301 10.0735 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _070FF49 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=13.4907, expected range: -0.1358 7.4532 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _070FF49 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=14.3251, expected range: 0.0000 9.2602 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1DB3C : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=10.9803, expected range: 0.9967 4.0342 |
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| rh2m | ||
| MANUAL LAND SYNOP RH2M (%) 95623 : out of range
Severe: rms_fgdepar=36.0887, expected range: 0.0000 18.0358 |
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| MANUAL LAND SYNOP RH2M (%) 89574 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=32.0613, expected range: 0.0000 17.2418 |
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| METAR RH2M (%) KGSP : out of range
Severe: rms_fgdepar=30.8122, expected range: 5.4497 19.3696 |
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| BUFR LAND SYNOP RH2M (%) : out of range
1 times in the last 10 days for at least one item Severe: avg_lsm=0.8983, expected range: 0.9993 0.9999 |
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