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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-03 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=-0.0563, expected range: -0.0767 -0.0695 |
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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=-0.4921, expected range: -0.3936 -0.3869 |
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| iasi | ||
| METOP-B IASI RADIANCES (68 channels affected) : out of range
Considerable: obs_number=2520.0000, expected range: 2109.0467 2330.7033 |
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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=497.0000, expected range: 70.8379 261.4521 |
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| HIMAWARI-8 AMV IR1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HPA : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=426.0000, expected range: 731.5170 1043.1251 |
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| Radiosondes | ||
| LAND TEMP WIND VECTOR DIFF (M/S) 61442 PRESSURE LAYER 900-1200 (HPA) : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=22.3564, expected range: -35.2015 62.2952 Severely_persistent: rms_fgdepar=28.3036, expected range: 0.0000 65.1665 Severely_persistent: avg_pge=0.8725, expected range: -0.6653 0.7500 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 42 : all data missing
Severely_persistent: obs_number=0, expected range: 40.17 270.60 |
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| LAND TEMP TEMPERATURE (K) 26298 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=6.7957, expected range: 0.0000 1.1859 |
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| LAND TEMP TEMPERATURE (K) 26298 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8746, expected range: -0.5162 0.6454 |
| |
| LAND TEMP WIND VECTOR DIFF (M/S) 36096 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.1416, expected range: 0.0000 19.8120 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : missing
2 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 377.5158 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
Severe: obs_number=181.0000, expected range: 81.4252 93.0748 Considerable: obs_number=348.0000, expected range: 244.7055 266.0445 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (3 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=567.0000, expected range: 386.6440 432.6060 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=89.0000, expected range: 45.4822 61.5178 |
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| amdar | ||
| WIGOS AMDAR WIND VECTOR DIFF (M/S) 0TVINGRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.5526, expected range: 0.0000 8.9844 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) EGPFVRRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=23.2963, expected range: -1.6082 6.2019 Severe: rms_fgdepar=23.2963, expected range: 0.0000 6.8113 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) EU0162 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=19.6739, expected range: 0.0434 4.7123 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) AB1WZGJA PRESSURE LAYER 600-900 (HP : out of range
Severe: avg_fgdepar=24.6678, expected range: -2.3539 5.8524 Severe: rms_fgdepar=24.6678, expected range: 0.0000 5.8524 Severe: avg_pge=0.8018, expected range: -0.2956 0.3440 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) UAL90 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.6925, expected range: 0.0000 11.9164 |
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| AIREP WIND VECTOR DIFF (M/S) THA338 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8050, expected range: -0.9259 0.7500 |
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| AIREP WIND VECTOR DIFF (M/S) RAM208M PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=28.3604, expected range: 0.0000 13.2575 |
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| AIREP WIND VECTOR DIFF (M/S) LOT2LY PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=29.3978, expected range: 0.0000 22.4037 |
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| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
3 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 299.7802 |
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| synop | ||
| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 41257 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8425, expected range: 0.6967 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42674 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9679, expected range: -0.6332 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 86748 : out of range
28 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-546.4481, expected range: -826.6273 -133.6789 Severely_persistent: rms_fgdepar=701.3614, expected range: 0.0000 1569.4962 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71588 : out of range
7 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=517.5197, expected range: 129.4840 811.1530 |
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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=728.7269, expected range: 607.4425 819.7212 |
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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=728.8549, expected range: 607.8317 820.4333 |
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| AUTOMATIC LAND SYNOP RH2M (%) 68821 : out of range
Severe: rms_fgdepar=49.4827, expected range: 0.0000 30.3699 Severe: avg_pge=0.9704, expected range: -0.0280 0.0384 Severe: rms_fgdepar=31.3286, expected range: 0.0000 14.4159 |
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| AUTOMATIC LAND SYNOP RH2M (%) 68843 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=37.9844, expected range: 0.0000 14.8952 |
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| MANUAL LAND SYNOP RH2M (%) 76323 : out of range
Severe: avg_pge=0.9323, expected range: -1.1541 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 62414 : out of range
Severe: rms_fgdepar=33.7272, expected range: 0.0000 17.5132 |
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| MANUAL LAND SYNOP RH2M (%) 42744 : out of range
Severe: avg_pge=0.9905, expected range: -0.6000 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42056 : out of range
Severe: rms_fgdepar=32.0600, expected range: 0.0000 15.3902 |
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| MANUAL LAND SYNOP RH2M (%) 42459 : out of range
Severe: avg_pge=0.9003, expected range: -0.1568 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 89251 : out of range
Severe: rms_fgdepar=462.6900, expected range: 0.0000 197.5049 Severe: avg_pge=0.8786, expected range: -0.9769 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 63793 : out of range
Severe: rms_fgdepar=594.7900, expected range: 0.0000 116.5312 |
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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=0.8757, expected range: -0.3024 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 28966 : out of range
Severe: rms_fgdepar=30.9277, expected range: 0.0000 13.7637 |
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| BUFR LAND SYNOP RH2M (%) 48087 : out of range
Severe: rms_fgdepar=38.2823, expected range: 0.0742 14.7133 |
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| BUFR LAND SYNOP RH2M (%) 25129 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-55.0290, expected range: -46.7329 3.1348 Severe: rms_fgdepar=55.0290, expected range: 4.2210 42.6382 Severe: avg_pge=0.9881, expected range: -0.1294 0.1813 |
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| BUFR LAND SYNOP RH2M (%) 02149 : out of range
Severe: rms_fgdepar=48.9465, expected range: 0.0000 22.2855 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 33511 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8262, expected range: -1.4168 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 94514 : out of range
Severe: avg_fgdepar=808.1701, expected range: -114.3665 172.9178 Severe: rms_fgdepar=808.1701, expected range: 0.0000 160.3391 Severe: avg_pge=0.9262, expected range: -0.3320 0.3769 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48434 : out of range
Severe: rms_fgdepar=341.0607, expected range: 0.0000 156.9496 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 36744 : out of range
Severe: rms_fgdepar=558.1494, expected range: 0.0000 185.0463 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 67217 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=315.5698, expected range: 0.0000 69.8726 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 23849 : out of range
Severe: rms_fgdepar=362.4651, expected range: 0.0000 181.2426 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 35969 : out of range
Severe: rms_fgdepar=433.0089, expected range: 0.0000 186.5200 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=395.0000, expected range: 447.7067 512.2933 |
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| ship | ||
| AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46132 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8563, expected range: -0.8706 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) EUMDE39 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=23.0980, expected range: -29.9374 69.2026 Severely_persistent: rms_fgdepar=23.1396, expected range: 0.0000 69.2442 Severely_persistent: avg_pge=0.9265, expected range: 0.2009 0.7500 |
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| SHIP WIND VECTOR DIFF (M/S) A8JR6 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=15.5056, expected range: 0.0000 11.8487 Severe: avg_pge=0.9027, expected range: -0.1701 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) V7A4868 : out of range
Severe: rms_fgdepar=15.2367, expected range: 0.0000 9.2569 Severe: avg_pge=0.9058, expected range: -0.6668 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7QJ3 : out of range
Severe: avg_fgdepar=549.5867, expected range: -261.1840 282.6149 Severe: rms_fgdepar=549.5867, expected range: 0.0000 214.3626 Severe: avg_pge=0.8190, expected range: -0.5443 0.6853 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) A8UN3 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=517.8893, expected range: 0.0000 365.6110 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7KD8 : out of range
Severe: avg_fgdepar=-1046.9689, expected range: -210.0882 112.1376 Severe: rms_fgdepar=1046.9689, expected range: 0.0000 172.3009 Severe: avg_pge=0.9157, expected range: -0.5853 0.7156 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3FCD9 : out of range
Severe: rms_fgdepar=509.2581, expected range: 0.0000 184.1390 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 2300593 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8136, expected range: 0.7349 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 2302618 : out of range
24 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=524.8043, expected range: 19.8091 1066.8468 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4101719 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8516, expected range: -1.4798 0.7500 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) HEMA : out of range
Severe: rms_fgdepar=328.4749, expected range: 0.0000 149.7871 |
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| METAR SURFACE PRESSURE (PA) VISR : out of range
Severe: rms_fgdepar=465.1506, expected range: 0.0000 216.9039 |
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| METAR SURFACE PRESSURE (PA) LIBS : out of range
Severe: rms_fgdepar=498.1019, expected range: 0.0000 165.5344 |
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| METAR SURFACE PRESSURE (PA) LPMT : out of range
Severe: rms_fgdepar=325.0186, expected range: 0.0000 84.9586 |
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| METAR SURFACE PRESSURE (PA) VIAW : out of range
Severe: rms_fgdepar=497.0246, expected range: 0.0000 261.9984 |
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| METAR SURFACE PRESSURE (PA) KGKY : out of range
Severe: rms_fgdepar=346.8981, expected range: 0.0000 159.2719 |
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| snow | ||
| MANUAL LAND SYNOP SNOW (CM) 30815 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=66.0000, expected range: 77.4265 110.9621 Severely_persistent: rms_fgdepar=66.0000, expected range: 77.4265 110.9621 |
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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=67.0009, expected range: 63.9227 83.6136 Severely_persistent: rms_fgdepar=67.0009, expected range: 63.9227 83.6136 |
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| ROCOB TEMP SNOW (CM) 64301321 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=52.0722, expected range: 47.8253 58.7783 Severely_persistent: rms_fgdepar=52.0722, expected range: 47.8253 58.7783 |
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| BUFR LAND SYNOP SNOW (CM) _MF11A70 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-50.2709, expected range: -94.5567 -47.2626 |
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| BUFR LAND SYNOP SNOW (CM) _MF11A70 : out of range
36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=50.2750, expected range: 47.2712 94.5672 |
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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=-75.7775, expected range: -84.5653 -79.6556 Severely_persistent: rms_fgdepar=75.7775, expected range: 79.6556 84.5653 |
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| BUFR LAND SYNOP SNOW (CM) 30815 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=66.0000, expected range: 77.6802 111.3518 Severely_persistent: rms_fgdepar=66.0000, expected range: 77.6802 111.3518 |
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| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-724.9543, expected range: -728.0146 -713.0575 |
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| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
32 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=724.9547, expected range: 713.0601 728.0156 |
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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=61.7697, expected range: 60.2330 74.6918 |
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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=61.7913, expected range: 60.2980 74.6783 |
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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=-71.3610, expected range: -102.7380 -58.0153 |
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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=71.5504, expected range: 57.7786 103.1388 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
30 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=75.1386, expected range: 60.0731 77.5443 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
30 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=75.1419, expected range: 60.1059 77.5549 |
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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=71.6499, expected range: 61.0114 69.1023 |
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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=71.6986, expected range: 61.1052 69.0802 |
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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=-92.3690, expected range: -95.7790 -92.7937 Severely_persistent: rms_fgdepar=92.3690, expected range: 92.7936 95.7792 |
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| BUFR LAND SYNOP SNOW (CM) 01429 : out of range
28 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=51.9265, expected range: 45.2263 57.1351 Severely_persistent: rms_fgdepar=51.9330, expected range: 45.2272 57.1387 |
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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=-59.3366, expected range: -91.5287 -62.5879 |
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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=59.3543, expected range: 62.6269 91.5328 |
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| BUFR LAND SYNOP SNOW (CM) _MI135AD : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-61.2760, expected range: -69.2731 -14.8282 |
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| BUFR LAND SYNOP SNOW (CM) _MI135AD : out of range
10 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=61.2849, expected range: 14.9556 69.2392 |
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| BUFR LAND SYNOP SNOW (CM) _MI1A5CE : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-53.7295, expected range: -64.2151 -15.8772 |
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| BUFR LAND SYNOP SNOW (CM) _MI1A5CE : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=53.7403, expected range: 15.9028 64.3376 |
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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=-54.0239, expected range: -111.0438 -46.9297 |
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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=54.0256, expected range: 46.9283 111.0605 |
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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=58.8079, expected range: 54.7932 74.1950 |
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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=58.8667, expected range: 54.8158 74.2613 |
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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) 24661 : out of range
Severe: rms_fgdepar=16.5731, expected range: -2.4138 4.4940 |
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| MANUAL LAND SYNOP SNOW (CM) 22271 : out of range
Severe: avg_fgdepar=52.2717, expected range: 43.1940 51.1652 Severe: rms_fgdepar=52.2717, expected range: 43.1940 51.1652 |
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| MANUAL LAND SYNOP SNOW (CM) 29771 : out of range
Severe: rms_fgdepar=22.1378, expected range: 2.5021 12.7082 |
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| ROCOB TEMP SNOW (CM) 64301727 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=38.1852, expected range: 1.6431 7.9410 |
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| BUFR LAND SYNOP SNOW (CM) 01361 : out of range
Severe: avg_fgdepar=50.6330, expected range: 37.6060 47.4270 Severe: rms_fgdepar=50.6344, expected range: 37.6106 47.4299 |
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| BUFR LAND SYNOP SNOW (CM) 24661 : out of range
Severe: rms_fgdepar=16.5731, expected range: -2.4138 4.4940 |
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| BUFR LAND SYNOP SNOW (CM) 22271 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=53.7737, expected range: 44.2346 51.8919 Severe: rms_fgdepar=53.7737, expected range: 44.2346 51.8919 |
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| t2m | ||
| LAND TEMP 2M TEMPERATURE (K) 65503 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.6071, expected range: -21.2496 6.8201 Severely_persistent: rms_fgdepar=13.6453, expected range: 0.0000 21.4907 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range
27 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.3286, expected range: -15.3092 -9.1660 Severely_persistent: rms_fgdepar=16.3286, expected range: 9.2827 15.6531 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.3460, expected range: -19.7362 -3.7411 Severely_persistent: rms_fgdepar=14.3733, expected range: 3.5777 20.3687 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 52681 : out of range
Severe: avg_fgdepar=13.4141, expected range: -11.4511 15.8530 Severe: rms_fgdepar=13.4141, expected range: 0.0000 13.7421 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 52652 : out of range
Severe: avg_fgdepar=13.7908, expected range: -11.0921 14.4848 Severe: rms_fgdepar=13.7908, expected range: 0.0000 10.7944 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 50915 : out of range
Severe: avg_fgdepar=12.7098, expected range: -11.7769 14.2587 Severe: rms_fgdepar=12.7098, expected range: 0.0000 10.2780 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 53336 : out of range
Severe: avg_fgdepar=12.1403, expected range: -11.1185 15.1862 Severe: rms_fgdepar=12.1403, expected range: 0.0000 12.1927 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 53487 : out of range
Severe: avg_fgdepar=12.2986, expected range: 0.4706 13.5202 Severe: rms_fgdepar=12.2986, expected range: 0.5905 13.4356 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 54308 : out of range
Severe: avg_fgdepar=13.7666, expected range: 2.3880 14.3290 Severe: rms_fgdepar=13.7666, expected range: 2.3880 14.3290 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 51379 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=13.7245, expected range: 0.2686 14.7629 Severe: rms_fgdepar=13.7245, expected range: 0.2686 14.7629 |
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| METAR 2M TEMPERATURE (K) MMPS : out of range
Severe: avg_fgdepar=-16.5383, expected range: -5.2795 4.4655 Severe: rms_fgdepar=16.5383, expected range: 0.0000 10.9732 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 68925 : out of range
Severe: avg_fgdepar=-12.1378, expected range: -5.9883 3.6582 Severe: rms_fgdepar=12.1378, expected range: 0.0000 5.3873 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=169.0000, expected range: 228.0674 281.6826 |
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