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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-01-10 12:00
| amsua | ||
| All AQUA AMSUA ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 8540.90 10745.77 |
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| NOAA-18 AMSUA RADIANCES CHANNEL 9 : out of range
3 times in the last 10 days for at least one item Severe: avg_biascorr=-0.5147, expected range: -0.6516 -0.5832 |
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| NOAA-19 AMSUA RADIANCES (7 channels affected) : out of range
Considerable: obs_number=5103.0000, expected range: 5335.5995 6234.7535 |
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| airs | ||
| All AQUA AIRS ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 6014.03 24825.12 |
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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: stdev_norm_fgdepar=0.3824, expected range: 0.0941 0.1500 |
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| METOP-A MHS ALLSKY RADIANCES CHANNEL 4 : out of range
30 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.3661, expected range: 0.1124 0.1765 |
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| NOAA-19 MHS ALLSKY RADIANCES CHANNEL 4 : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=9819.0000, expected range: 10810.4524 11807.9006 |
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| NOAA-19 MHS ALLSKY RADIANCES CHANNEL 5 : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=9297.0000, expected range: 10208.0369 11177.4925 |
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| mwhs2 | ||
| FY-3C MWHS2 ALLSKY RADIANCES CHANNEL 13 : out of range
Considerable: stdev_norm_fgdepar=0.8805, expected range: 0.5490 0.7459 |
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| atms | ||
| NOAA20 ATMS RADIANCES CHANNEL 9 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5002, expected range: -0.5896 -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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| All COSMIC2-E6 GPSRO RISING ALL HEIGHTS Global : all data missing
Severe: obs_number=0, expected range: 707.01 2913.61 |
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| COSMIC2-E3 GPSRO SETTING (12 impact heights affected) : out of range
Considerable: obs_number=1392.0000, expected range: 1719.3512 2647.2370 |
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| METOP-B GRAS RISING HEIGHT 16-18 KM : out of range
Slight: avg_norm_fgdepar=-0.1953, expected range: -0.1460 0.0325 |
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| resat | ||
| METOP-B GOME-2 OZONE, TOP PRESSURE LAYER 12-13 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-3.5731, expected range: -1.2275 1.0773 |
 | |
| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 96749 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=6.1550, expected range: 0.0000 3.0897 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 36003 (3 pressure layers affected) : out of range
Severe: rms_fgdepar=22.0611, expected range: 0.0000 6.0821 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 36003 (2 pressure layers affected) : out of range
Severe: avg_pge=0.8454, expected range: -0.8730 0.7500 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 56492 PRESSURE LAYER 300-60 : out of range
Severe: avg_fgdepar=29.0842, expected range: -1.1233 11.8348 Severe: rms_fgdepar=31.2034, expected range: 0.0000 12.8831 Severe: avg_pge=0.8872, expected range: -0.2581 0.5450 |
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| HIGH RESO LAND TEMP Q (G/KG) 72493 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.4964, expected range: 0.0000 1.3656 |
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| All HIGH RESO SEA TEMP ALL LAYERS Tropics : all data missing
Severe: obs_number=0, expected range: 118.70 169.30 |
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| All HIGH RESO SEA TEMP ALL LAYERS Alantic Tropical are : all data missing
Severe: obs_number=0, expected range: 118.70 169.30 |
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| BUFR TEMP DESCENT Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : missing
2 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 466.1737 |
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| LAND TEMP TEMPERATURE (K) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: obs_number=150.0000, expected range: 34.3709 108.6291 |
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| HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
Considerable: obs_number=167.0000, expected range: 226.1774 306.4893 |
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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=23.5525, expected range: 0.7116 42.4942 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) WU4GUUJA PRESSURE LAYER 300-600 (HP : out of range
Severe: avg_fgdepar=20.9046, expected range: -1.7726 7.3690 Severe: rms_fgdepar=20.9046, expected range: 0.0000 8.4881 Severe: avg_pge=0.8703, expected range: -0.3559 0.5222 |
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| ADS-C WIND VECTOR DIFF (M/S) GXZAOHRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.0042, expected range: 0.0000 20.7484 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 98433 PRESSURE LAYER 900-1200 (HPA) : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8747, expected range: 0.5726 0.7500 |
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| LAND PILOT WIND VECTOR DIFF (M/S) 41891 PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8164, expected range: 0.0564 0.7500 |
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| synop | ||
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 36083 : out of range
33 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8391, expected range: 0.2141 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 01440 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8523, expected range: -1.0268 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 29363 : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8480, expected range: 0.4352 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 56079 : out of range
25 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8220, expected range: -0.6967 0.7500 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 36974 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.8592, expected range: -0.4136 0.7500 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62212 : out of range
Severe: avg_fgdepar=604.7087, expected range: -624.7567 574.9882 Severe: rms_fgdepar=604.7087, expected range: 0.0000 497.3117 Severe: avg_pge=0.8938, expected range: -1.0308 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 36974 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8343, expected range: -0.3439 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40025 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=530.0158, expected range: 0.0000 120.5879 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41947 : out of range
Severe: rms_fgdepar=570.3358, expected range: 0.0000 100.4867 |
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| MANUAL LAND SYNOP RH2M (%) 35514 : out of range
Severe: rms_fgdepar=45.7917, expected range: 0.0000 19.0021 |
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| MANUAL LAND SYNOP RH2M (%) 62455 : out of range
Severe: rms_fgdepar=42.4064, expected range: 0.0000 11.7419 Severe: avg_pge=0.9890, expected range: -0.0021 0.0083 |
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| MANUAL LAND SYNOP RH2M (%) 43376 : out of range
Severe: avg_pge=0.9770, expected range: -2.1737 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 60738 : out of range
Severe: rms_fgdepar=39.2271, expected range: 0.0000 19.4278 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 04190 : out of range
Severe: avg_pge=0.8096, expected range: -0.6089 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 27459 : out of range
Severe: rms_fgdepar=360.8871, expected range: 0.0000 167.0901 |
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| BUFR LAND SYNOP RH2M (%) 94840 : out of range
Severe: rms_fgdepar=36.8055, expected range: 0.0000 18.4720 |
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| BUFR LAND SYNOP RH2M (%) 94870 : out of range
Severe: rms_fgdepar=42.8528, expected range: 0.0000 24.6703 Severe: avg_pge=0.9865, expected range: -0.0004 0.0066 |
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| BUFR LAND SYNOP RH2M (%) 15143 : out of range
Severe: rms_fgdepar=36.0419, expected range: 0.0000 20.2447 |
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| BUFR LAND SYNOP RH2M (%) 94864 : out of range
Severe: avg_fgdepar=51.2502, expected range: -7.8427 16.4745 Severe: rms_fgdepar=51.2502, expected range: 0.0000 16.4745 Severe: avg_pge=0.9520, expected range: -0.3309 0.3817 |
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| BUFR LAND SYNOP RH2M (%) 94865 : out of range
Severe: rms_fgdepar=42.7725, expected range: 0.0000 15.7925 Severe: avg_pge=0.9835, expected range: 0.0018 0.0037 |
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| BUFR LAND SYNOP RH2M (%) 95807 : out of range
Severe: rms_fgdepar=31.3326, expected range: 0.0000 15.1643 |
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| BUFR LAND SYNOP RH2M (%) 94837 : out of range
Severe: rms_fgdepar=49.5197, expected range: 0.0000 16.8918 |
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| BUFR LAND SYNOP RH2M (%) 94828 : out of range
Severe: rms_fgdepar=36.9750, expected range: 0.0000 6.6368 |
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| BUFR LAND SYNOP RH2M (%) 71409 : out of range
Severe: rms_fgdepar=39.9647, expected range: 0.0000 15.9040 |
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| BUFR LAND SYNOP Z (M) 56172 : out of range
Severe: avg_pge=0.9549, expected range: -0.9133 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=60.0000, expected range: 72.7858 97.7142 |
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| ship | ||
| AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46204 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8588, expected range: -1.0285 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) D7HB : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=20.7697, expected range: -11.9854 30.1109 Severely_persistent: rms_fgdepar=20.7701, expected range: 0.0000 30.1123 Severely_persistent: avg_pge=0.9173, expected range: -0.7775 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) LF4X : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8381, expected range: -0.0273 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5NK2 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=888.8102, expected range: 551.9298 1214.5086 Severely_persistent: rms_fgdepar=888.8102, expected range: 551.9298 1214.5086 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VROO4 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=582.3039, expected range: -948.4830 1640.7410 Severely_persistent: rms_fgdepar=636.5237, expected range: 0.0000 1632.7249 |
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| SHIP SURFACE PRESSURE (PA) 9HA3047 : out of range
Severe: rms_fgdepar=562.7890, expected range: 0.0000 489.6136 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) C6UT5 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8079, expected range: -0.3205 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9V3776 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=33.1428, expected range: -5.5513 18.2778 Severe: rms_fgdepar=33.1428, expected range: 0.0000 19.7540 Severe: avg_pge=0.9464, expected range: -0.7164 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) KPDL : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=23.8418, expected range: -34.0025 92.9230 Severe: rms_fgdepar=24.3853, expected range: 0.0000 92.9580 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK31 : out of range
Severe: rms_fgdepar=372.2181, expected range: 0.0000 151.7509 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) A8PQ4 : out of range
Severe: avg_pge=0.8159, expected range: -1.2344 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) KRAU : out of range
Severe: avg_fgdepar=529.9049, expected range: 315.4210 700.0956 Severe: rms_fgdepar=529.9049, expected range: 315.7048 699.9681 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 1701577 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8198, expected range: -0.5158 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6202687 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8120, expected range: 0.7428 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4101719 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=597.0217, expected range: -1100.4465 968.8269 Severely_persistent: rms_fgdepar=599.1086, expected range: -873.3532 1119.8093 Severely_persistent: avg_pge=0.9007, expected range: -1.3593 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 1501630 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=414.2346, expected range: 6.7609 85.9358 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 5601522 : out of range
Severe: rms_fgdepar=316.4073, expected range: 0.0000 73.0929 Severe: avg_pge=0.8069, expected range: 0.0000 0.0000 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4801723 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=329.8428, expected range: 0.0000 173.8886 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 1301608 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-568.6046, expected range: -168.3106 156.3237 Severe: rms_fgdepar=576.9446, expected range: 0.0000 165.3487 Severe: avg_pge=0.8999, expected range: -0.8509 0.7500 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) GOGK : out of range
Severe: rms_fgdepar=386.5222, expected range: 0.0000 105.7933 |
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| METAR SURFACE PRESSURE (PA) FWCL : out of range
Severe: rms_fgdepar=501.6411, expected range: 0.0000 184.6114 |
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| METAR SURFACE PRESSURE (PA) RPVP : out of range
Severe: rms_fgdepar=434.5225, expected range: 0.0000 86.9927 |
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| AUTOMATIC METAR SURFACE PRESSURE (PA) PACZ : out of range
Severe: rms_fgdepar=339.6741, expected range: 0.0000 134.9240 |
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| snow | ||
| AUTOMATIC LAND SYNOP SNOW (CM) 71743 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-55.0542, expected range: -54.8020 -51.1543 Severely_persistent: rms_fgdepar=55.0542, expected range: 51.1543 54.8020 |
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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=99.1517, expected range: 98.7854 100.6445 Severely_persistent: rms_fgdepar=99.1517, expected range: 98.7858 100.6443 |
 | |
| 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=-67.8286, expected range: -67.1561 -63.9581 Severely_persistent: rms_fgdepar=67.8286, expected range: 63.9585 67.1561 |
 | |
| 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=-80.3568, expected range: -83.4986 -77.4994 Severely_persistent: rms_fgdepar=80.3572, expected range: 77.5012 83.5013 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 71604 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=36.3688, expected range: 0.0855 19.1549 |
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| t2m | ||
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 48810 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.6018, expected range: -18.4442 -9.5881 Severely_persistent: rms_fgdepar=14.7049, expected range: 9.7401 18.5143 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24361 : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.0011, expected range: 0.0000 14.8630 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.9681, expected range: -20.7314 1.5995 Severely_persistent: rms_fgdepar=17.0219, expected range: 0.0000 20.9751 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25627 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.5128, expected range: -20.2145 12.2808 Severely_persistent: rms_fgdepar=12.5702, expected range: 0.0000 18.0531 |
 | |
| METAR 2M TEMPERATURE (K) LTCB : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=14.5510, expected range: 10.3287 22.1124 Severely_persistent: rms_fgdepar=14.8191, expected range: 10.5652 22.0377 |
 | |
| METAR 2M TEMPERATURE (K) PAEI : out of range
9 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=13.0295, expected range: 0.0000 17.6452 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24361 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.0107, expected range: -17.9802 9.9214 Severely_persistent: rms_fgdepar=12.0507, expected range: 0.0000 14.8924 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 85671 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-18.0207, expected range: -18.9747 -12.4824 Severely_persistent: rms_fgdepar=18.0898, expected range: 12.6638 18.9568 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.4718, expected range: -28.6057 10.1819 Severely_persistent: rms_fgdepar=15.5081, expected range: 0.0000 24.6899 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-17.0181, expected range: -20.7814 1.5495 Severely_persistent: rms_fgdepar=17.0718, expected range: 0.0000 21.0265 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 51747 : out of range
Severe: avg_fgdepar=-12.0820, expected range: -14.8072 6.8152 Severe: rms_fgdepar=12.0820, expected range: 0.0000 13.3263 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24143 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.6180, expected range: -8.9304 6.9840 Severe: rms_fgdepar=12.7122, expected range: 0.0000 7.8600 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24343 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.2759, expected range: -7.4373 3.9810 Severe: rms_fgdepar=13.3057, expected range: 0.0000 7.5287 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 31026 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=11.6853, expected range: 0.1043 4.6693 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22217 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.8385, expected range: -3.7312 3.0694 Severe: rms_fgdepar=12.8523, expected range: 0.0000 3.2369 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36897 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-14.9539, expected range: -11.2666 5.6629 Severe: rms_fgdepar=15.0524, expected range: 0.0000 9.7000 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.4905, expected range: -13.9842 4.4254 Severe: rms_fgdepar=13.1391, expected range: 0.0000 14.6435 |
 | |
| METAR 2M TEMPERATURE (K) LTCK : out of range
Severe: avg_fgdepar=-12.5524, expected range: -13.4902 -2.8436 Severe: rms_fgdepar=12.5598, expected range: 3.8070 13.4740 |
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| LAND TEMP 2M TEMPERATURE (K) 22217 : out of range
Severe: avg_fgdepar=-12.0443, expected range: -3.9354 3.5407 Severe: rms_fgdepar=12.0443, expected range: -1.9443 3.8394 |
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| LAND TEMP 2M TEMPERATURE (K) 65548 : out of range
Severe: avg_fgdepar=-15.7322, expected range: -27.7101 8.2965 Severe: rms_fgdepar=15.7322, expected range: 0.0000 27.7101 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24143 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.6669, expected range: -8.9811 6.9251 Severe: rms_fgdepar=12.7608, expected range: 0.0000 7.8737 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24343 : out of range
Severe: avg_fgdepar=-13.3195, expected range: -7.4670 3.9139 Severe: rms_fgdepar=13.3505, expected range: 0.0000 7.5498 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 22217 : out of range
Severe: avg_fgdepar=-12.9313, expected range: -3.8146 2.9986 Severe: rms_fgdepar=12.9450, expected range: 0.0000 3.2956 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.3661, expected range: -13.8732 4.3193 Severe: rms_fgdepar=13.0148, expected range: 0.0000 14.5841 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) : out of range
Considerable: avg_fgdepar=-5.9952, expected range: -3.6601 0.4000 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
Considerable: avg_fgdepar=-6.0450, expected range: -3.7093 0.3546 |
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| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) 94644 : out of range
Severe: rms_fgdepar=31.5517, expected range: 0.0000 17.0600 |
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