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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-01-09 00:00
| amsua | ||
| METOP-A AMSUA RADIANCES CHANNEL 9 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.2866, expected range: 0.1490 0.1859 |
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| All AQUA AMSUA ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 8540.90 10745.77 |
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| METOP-B AMSUA RADIANCES (10 channels affected) : out of range
Considerable: obs_number=5231.0000, expected range: 10023.1412 17180.1088 |
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| cris | ||
| NPP CRIS RADIANCES CHANNEL 626 : out of range
Considerable: obs_number=577.0000, expected range: 659.4114 934.3386 |
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| NPP CRIS RADIANCES CHANNEL 645 : out of range
Considerable: obs_number=558.0000, expected range: 642.3353 913.2897 |
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| airs | ||
| All AQUA AIRS ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 2925.25 24244.48 |
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| mhs | ||
| METOP-A MHS ALLSKY RADIANCES CHANNEL 3 : out of range
31 times in the last 10 days for at least one item Severely_persistent: avg_norm_fgdepar=0.1272, expected range: -0.0244 0.0288 Severely_persistent: stdev_norm_fgdepar=0.3863, expected range: 0.0941 0.1500 |
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| METOP-A MHS ALLSKY RADIANCES CHANNEL 4 : out of range
29 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.4124, expected range: 0.0817 0.1765 |
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| atms | ||
| NOAA20 ATMS RADIANCES CHANNEL 9 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5041, expected range: -0.6338 -0.5728 |
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| gpsro | ||
| All COSMIC-6 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 0.00 1254.21 |
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| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 29862 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_pge=0.8136, expected range: -0.4755 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 98753 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.3380, expected range: 6.5653 16.7642 |
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| LAND TEMP Q (G/KG) 97014 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=2.2129, expected range: 0.0000 1.2005 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 71945 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=9.5040, expected range: 0.0000 10.9874 Severe: avg_pge=0.8976, expected range: -0.7473 0.7500 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 57687 PRESSURE LAYER 0-300 : out of range
Severe: avg_fgdepar=36.9529, expected range: 0.4071 4.6345 Severe: avg_pge=0.9195, expected range: -0.1134 0.1588 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 57687 (2 pressure layers af : out of range
Severe: rms_fgdepar=36.9740, expected range: 0.4277 5.4547 |
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| HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
Severe: obs_number=396.0000, expected range: 320.5745 330.9255 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 22 : all data missing
Severe: obs_number=0, expected range: 6.07 316.00 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 95 : all data missing
Severe: obs_number=0, expected range: 86.81 151.47 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=651.0000, expected range: 731.3727 755.1273 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=273.0000, expected range: 322.4363 334.3137 Considerable: obs_number=132.0000, expected range: 227.1444 307.8556 |
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| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) CNFKQP PRESSURE LAYER 600-900 (HPA) : out of range
14 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=20.8218, expected range: 0.0000 44.8810 |
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| ADS-C WIND VECTOR DIFF (M/S) VNWI3GJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.8468, expected range: 0.0000 8.7425 |
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| ADS-C WIND VECTOR DIFF (M/S) 44C0KKRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.0052, expected range: 0.0000 10.0042 |
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| ADS-C WIND VECTOR DIFF (M/S) 0Z2GRYZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.8316, expected range: 0.0000 21.6015 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) THY78C PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.8269, expected range: 0.0000 8.0902 |
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| AIREP WIND VECTOR DIFF (M/S) BAW92W PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.4596, expected range: 0.0000 10.2744 |
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| All AIREP ALL LAYERS Indian Ocean : all data missing
Severe: obs_number=0, expected range: 17.59 721.43 |
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| All AIREP ALL LAYERS Indian Ocean Tropica : all data missing
Severe: obs_number=0, expected range: 14.01 364.93 |
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| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
6 times in the last 10 days for at least one item Severely_persistent: obs_number=0.0000, expected range: 0.0000 565.9672 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 44373 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=22.5493, expected range: -12.7829 25.5790 Severe: rms_fgdepar=31.4073, expected range: 0.0000 31.4380 |
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| LAND PILOT WIND VECTOR DIFF (M/S) 97560 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=16.8439, expected range: 0.0000 5.2100 |
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| LAND PILOT WIND VECTOR DIFF (M/S) 41891 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_pge=0.8230, expected range: -0.4766 0.7500 |
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| synop | ||
| MANUAL LAND SYNOP RH2M (%) 40710 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=64.2579, expected range: 34.3957 89.0389 Severely_persistent: rms_fgdepar=64.2579, expected range: 34.3957 89.0389 |
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| MANUAL LAND SYNOP RH2M (%) 64750 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=57.7633, expected range: -22.6039 89.4989 Severely_persistent: rms_fgdepar=57.7633, expected range: 0.0000 89.4989 Severely_persistent: avg_pge=0.9994, expected range: -1.8552 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 36083 : out of range
28 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=604.3773, expected range: 38.6212 896.2639 Severely_persistent: rms_fgdepar=604.4083, expected range: 41.1575 896.3559 Severely_persistent: avg_pge=0.8876, expected range: 0.5107 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 29363 : out of range
23 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8307, expected range: 0.5812 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 58926 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9038, expected range: -1.2943 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 56079 : out of range
23 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8057, expected range: -1.4698 0.7500 |
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| AUTOMATIC LAND SYNOP RH2M (%) 68333 : out of range
Severe: avg_pge=0.9878, expected range: -0.0230 0.0330 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item Severe: obs_number=1778.0000, expected range: 234.1139 246.0861 Severe: obs_number=1727.0000, expected range: 185.1072 188.6428 Considerable: obs_number=2950.0000, expected range: 2101.3071 2553.4429 |
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| MANUAL LAND SYNOP RH2M (%) 62271 : out of range
Severe: avg_pge=0.9640, expected range: -0.0401 0.0635 |
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| MANUAL LAND SYNOP RH2M (%) 42963 : out of range
Severe: avg_pge=0.8601, expected range: -0.1088 0.1881 |
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| MANUAL LAND SYNOP RH2M (%) 40719 : out of range
Severe: rms_fgdepar=41.9144, expected range: 0.0000 20.9500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82915 : out of range
Severe: avg_pge=0.8546, expected range: -0.1282 0.7500 |
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| MANUAL LAND SYNOP Z (M) 38957 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.9794, expected range: -1.6769 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 41140 : out of range
Severe: rms_fgdepar=32.6385, expected range: 0.0000 9.9177 |
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| BUFR LAND SYNOP RH2M (%) 94877 : out of range
Severe: avg_pge=0.8750, expected range: -1.4158 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 07439 : out of range
Severe: rms_fgdepar=31.1980, expected range: 0.0000 16.9503 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 01440 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=511.9495, expected range: -754.4540 621.4543 Severe: rms_fgdepar=512.0891, expected range: 0.0000 696.3384 Severe: avg_pge=0.8985, expected range: -1.5027 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 16750 : out of range
Severe: avg_fgdepar=685.5156, expected range: -133.4141 70.1347 Severe: rms_fgdepar=685.5156, expected range: 0.0000 129.1663 Severe: avg_pge=0.9172, expected range: -0.5040 0.5832 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 16360 : out of range
Severe: avg_fgdepar=889.9017, expected range: -244.5039 161.2552 Severe: rms_fgdepar=889.9017, expected range: 0.0000 210.4446 Severe: avg_pge=0.9362, expected range: -0.8696 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 14652 : out of range
Severe: avg_fgdepar=699.2961, expected range: -307.3946 394.4582 Severe: rms_fgdepar=840.0859, expected range: 0.0000 286.1446 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48935 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=398.1501, expected range: 0.0000 208.5938 Severe: avg_pge=0.8469, expected range: -0.6861 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 04175 : out of range
Severe: rms_fgdepar=472.2477, expected range: 0.0000 187.6239 Severe: avg_pge=0.8494, expected range: -0.2968 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 17046 : out of range
Severe: avg_pge=0.8056, expected range: 0.5295 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 61277 : out of range
Severe: rms_fgdepar=561.6283, expected range: 0.0000 74.9537 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 06428 : out of range
Severe: rms_fgdepar=370.0154, expected range: 0.0000 106.4935 |
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| BUFR LAND SYNOP Z (M) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=66.0000, expected range: 77.0000 77.0000 |
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| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) EUCDE53 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=34.8297, expected range: -17.0805 45.6227 Severely_persistent: rms_fgdepar=34.8297, expected range: 0.0000 46.6448 Severely_persistent: avg_pge=0.9527, expected range: -0.2833 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) V7VY7 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8161, expected range: -0.9574 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V9404 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=427.3764, expected range: 0.0000 218.4360 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WCEU : out of range
Severe: avg_fgdepar=559.9565, expected range: -398.7630 203.6756 Severe: rms_fgdepar=830.5860, expected range: 0.0000 622.8152 |
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| buoy | ||
| 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=-590.6452, expected range: -69.8919 59.1510 Severely_persistent: rms_fgdepar=590.6733, expected range: -306.1818 403.7625 Severely_persistent: avg_pge=0.9111, expected range: -0.4945 0.5595 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 1601635 : out of range
Severe: avg_pge=0.8217, expected range: -0.8033 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6202687 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8085, expected range: 0.7331 0.7500 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) LGMK : out of range
Severe: avg_fgdepar=686.5483, expected range: -248.6381 212.0985 Severe: rms_fgdepar=686.8111, expected range: 0.0000 219.7028 Severe: avg_pge=0.8578, expected range: -0.3396 0.4315 |
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| METAR SURFACE PRESSURE (PA) LIBY : out of range
Severe: avg_fgdepar=916.9234, expected range: -205.4586 131.5238 Severe: rms_fgdepar=918.0116, expected range: 0.0000 176.3515 Severe: avg_pge=0.8954, expected range: -0.4457 0.5253 |
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| AUTOMATIC METAR SURFACE PRESSURE (PA) CYPR : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-820.2247, expected range: -698.7195 609.9684 Severe: rms_fgdepar=846.3481, expected range: 0.0000 759.6021 Severe: avg_pge=0.8632, expected range: -1.0820 0.7500 |
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| AUTOMATIC METAR SURFACE PRESSURE (PA) EBSZ : out of range
Severe: rms_fgdepar=424.4825, expected range: 0.0000 99.3151 |
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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=56.1438, expected range: 50.6542 56.0172 Severely_persistent: rms_fgdepar=56.1438, expected range: 50.6542 56.0172 |
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| MANUAL LAND SYNOP SNOW (CM) 20107 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=80.7449, expected range: 58.7810 64.9786 Severely_persistent: rms_fgdepar=80.7449, expected range: 58.7810 64.9786 |
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| MANUAL LAND SYNOP SNOW (CM) 14009 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=83.2075, expected range: -12.0081 110.7695 Severely_persistent: rms_fgdepar=83.2075, expected range: 0.0000 110.7695 |
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| BUFR LAND SYNOP SNOW (CM) 47031 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=98.9997, expected range: 99.4657 100.1588 Severely_persistent: rms_fgdepar=98.9997, expected range: 99.4659 100.1587 |
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| BUFR LAND SYNOP SNOW (CM) 01091 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-65.3057, expected range: -67.4335 -63.8515 Severely_persistent: rms_fgdepar=65.3057, expected range: 63.8519 67.4335 |
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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=56.2911, expected range: 50.8023 56.1495 Severely_persistent: rms_fgdepar=56.2911, expected range: 50.8023 56.1495 |
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| BUFR LAND SYNOP SNOW (CM) 01036 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-78.6278, expected range: -83.2258 -78.4123 Severely_persistent: rms_fgdepar=78.6286, expected range: 78.4159 83.2267 |
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| BUFR LAND SYNOP SNOW (CM) 20107 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=78.7240, expected range: 57.2010 63.8526 Severely_persistent: rms_fgdepar=78.7240, expected range: 57.2010 63.8526 |
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| BUFR LAND SYNOP SNOW (CM) 14009 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=83.2075, expected range: -12.0081 110.7695 Severely_persistent: rms_fgdepar=83.2075, expected range: 0.0000 110.7695 |
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| MANUAL LAND SYNOP SNOW (CM) 47604 : out of range
Severe: rms_fgdepar=19.6817, expected range: 0.0000 6.5691 |
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| MANUAL LAND SYNOP SNOW (CM) 23179 : out of range
Severe: rms_fgdepar=16.3286, expected range: 0.0000 5.3378 |
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| MANUAL LAND SYNOP SNOW (CM) 13289 : out of range
Severe: rms_fgdepar=18.3556, expected range: 0.0000 7.8742 |
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| BUFR LAND SYNOP SNOW (CM) 47582 : out of range
Severe: rms_fgdepar=24.0072, expected range: 0.0000 6.6230 |
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| BUFR LAND SYNOP SNOW (CM) 47604 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=18.8801, expected range: 0.0000 5.9554 |
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| BUFR LAND SYNOP SNOW (CM) 06608 : out of range
Severe: avg_fgdepar=61.4867, expected range: -3.7068 33.6996 Severe: rms_fgdepar=61.4867, expected range: 0.0000 33.6996 |
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| BUFR LAND SYNOP SNOW (CM) 13289 : out of range
Severe: rms_fgdepar=18.3556, expected range: 0.0000 7.8742 |
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| t2m | ||
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 40710 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.2440, expected range: -20.1631 -2.7080 Severely_persistent: rms_fgdepar=13.3499, expected range: 4.3122 19.3457 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 48810 : out of range
30 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.7361, expected range: -18.7827 -7.9359 Severely_persistent: rms_fgdepar=14.7361, expected range: 7.9694 18.9902 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.2633, expected range: -24.0442 3.2145 Severely_persistent: rms_fgdepar=12.4727, expected range: 0.0000 24.1271 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 01350 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.6578, expected range: -22.7573 15.9476 Severely_persistent: rms_fgdepar=13.4467, expected range: 0.0000 19.4026 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.3133, expected range: -24.0942 3.1645 Severely_persistent: rms_fgdepar=12.5219, expected range: 0.0000 24.1790 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71481 : out of range
Severe: avg_fgdepar=-12.6625, expected range: -12.9067 3.1166 Severe: rms_fgdepar=12.8344, expected range: 0.0000 13.0987 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
1 times in the last 10 days for at least one item Severe: obs_number=1651.0000, expected range: 238.8823 293.8677 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22621 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.1311, expected range: 0.0000 3.2230 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24951 : out of range
Severe: avg_fgdepar=-12.5203, expected range: -6.0471 6.0178 Severe: rms_fgdepar=12.5243, expected range: 0.0000 7.2062 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22602 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.4741, expected range: -2.5745 0.9781 Severe: rms_fgdepar=13.5040, expected range: 0.0000 2.5066 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 38715 : out of range
Severe: rms_fgdepar=10.2108, expected range: 0.0000 4.1035 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22525 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-14.0609, expected range: -2.8573 0.9740 Severe: rms_fgdepar=14.1173, expected range: 0.0000 2.6731 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-15.7849, expected range: -10.0526 14.6410 Severe: rms_fgdepar=16.0136, expected range: 0.0000 10.3716 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 38846 : out of range
Severe: rms_fgdepar=12.5083, expected range: 0.0000 10.5444 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22529 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.7891, expected range: -2.9227 1.5172 Severe: rms_fgdepar=12.9632, expected range: 0.0000 2.6184 |
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| METAR 2M TEMPERATURE (K) CYDA : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.4743, expected range: -9.6695 15.6516 Severe: rms_fgdepar=12.4743, expected range: 0.0000 12.3978 |
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| METAR 2M TEMPERATURE (K) PAEI : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=12.1215, expected range: 0.0000 22.2377 |
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| LAND TEMP 2M TEMPERATURE (K) 71945 : out of range
Severe: avg_fgdepar=-14.3719, expected range: -8.6435 6.6081 Severe: rms_fgdepar=14.3719, expected range: 0.0000 7.6066 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24951 : out of range
Severe: avg_fgdepar=-12.5406, expected range: -6.0541 5.9343 Severe: rms_fgdepar=12.5448, expected range: 0.0000 7.1512 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 71481 : out of range
Severe: avg_fgdepar=-12.4658, expected range: -12.6531 3.1394 Severe: rms_fgdepar=12.6375, expected range: 0.0000 12.7555 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 22602 : out of range
Severe: avg_fgdepar=-13.4976, expected range: -2.8605 1.0943 Severe: rms_fgdepar=13.5274, expected range: 0.0000 2.7268 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 22525 : out of range
Severe: avg_fgdepar=-14.0956, expected range: -2.9027 0.9391 Severe: rms_fgdepar=14.1526, expected range: 0.0000 2.6946 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-15.8893, expected range: -10.1076 14.5671 Severe: rms_fgdepar=16.1152, expected range: 0.0000 10.3622 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 06617 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=12.6130, expected range: 0.0000 2.7204 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 22529 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.9671, expected range: -2.9838 1.4121 Severe: rms_fgdepar=13.1380, expected range: 0.0000 2.6856 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) : out of range
Considerable: obs_number=59.0000, expected range: 105.1509 177.4741 |
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| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) : out of range
1 times in the last 10 days for at least one item Severe: obs_number=1636.0000, expected range: 218.3527 308.8973 |
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| All AUTOMATIC LAND SYNOP WMO BLOCK 17 : all data missing
Severe: obs_number=0, expected range: 321.13 1040.62 |
||
| All AUTOMATIC LAND SYNOP WMO BLOCK 18 : all data missing
Severe: obs_number=0, expected range: 269.96 726.29 |
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| METAR RH2M (%) OIGG : out of range
Severe: rms_fgdepar=35.3168, expected range: 2.5635 16.5108 |
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