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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-01-15 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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| cris | ||
| NPP CRIS RADIANCES CHANNEL 109 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1116, expected range: 0.1331 0.1365 |
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| airs | ||
| All AQUA AIRS ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 2925.25 24825.12 |
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| mhs | ||
| METOP-A MHS ALLSKY RADIANCES CHANNEL 3 : out of range
33 times in the last 10 days for at least one item Severely_persistent: avg_norm_fgdepar=0.0931, expected range: -0.0244 0.0288 Severely_persistent: stdev_norm_fgdepar=0.3629, expected range: 0.1472 0.1500 |
 | |
| METOP-A MHS ALLSKY RADIANCES CHANNEL 4 : out of range
31 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.3647, expected range: 0.0397 0.1765 |
 | |
| mwhs2 | ||
| FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 3 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_norm_fgdepar=0.6918, expected range: -0.0760 0.0598 Severely_persistent: stdev_norm_fgdepar=1.1114, expected range: 0.7035 0.7227 |
 | |
| 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
Severely_persistent: obs_number=0, expected range: 707.01 3416.09 |
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| Atmospheric Motion Vector | ||
| GOES-17 AMV VIS1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=3840.0000, expected range: 4488.2248 5697.0252 |
 | |
| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 68906 PRESSURE LAYER 0-300 (HPA) : out of range
5 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=10.4027, expected range: -12.9221 17.7634 |
 | |
| LAND TEMP TEMPERATURE (K) 24688 PRESSURE LAYER 900-1200 (HPA) : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-9.6814, expected range: -23.4788 11.8317 Severely_persistent: rms_fgdepar=9.6814, expected range: 0.0000 22.7531 Severely_persistent: avg_pge=0.9135, expected range: -0.2181 0.7500 |
 | |
| BUFR TEMP DESCENT Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : missing
11 times in the last 10 days for at least one item Severely_persistent: obs_number=0.0000, expected range: 0.0000 530.0260 |
 | |
| LAND TEMP Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=1.1716, expected range: 0.4172 0.8269 |
 | |
| LAND TEMP Q (G/KG) 97014 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=3.3555, expected range: 0.0000 1.8783 |
 | |
| LAND TEMP Q (G/KG) 91334 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=4.6146, expected range: 0.0000 2.5074 |
 | |
| LAND TEMP TEMPERATURE (K) 37259 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=7.8313, expected range: 0.0000 4.3112 |
 | |
| LAND TEMP TEMPERATURE (K) 44212 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8914, expected range: -0.0873 0.7500 |
 | |
| LAND TEMP TEMPERATURE (K) 38064 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=-10.1665, expected range: -6.1886 4.4173 Severe: rms_fgdepar=10.9388, expected range: 0.0000 6.3456 Severe: avg_pge=0.8747, expected range: -0.8638 0.7500 |
 | |
| LAND TEMP WIND VECTOR DIFF (M/S) 37259 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=16.6318, expected range: 1.3619 6.8095 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) 47971 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.5046, expected range: 0.8189 1.5597 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) 98646 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=7.1587, expected range: 0.0000 3.3601 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) 59293 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.2088, expected range: 0.0000 0.9001 |
 | |
| HIGH RESO LAND TEMP TEMPERATURE (K) 54102 PRESSURE LAYER 900-1200 (HPA : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8561, expected range: 0.2998 0.7500 |
 | |
| LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=142.0000, expected range: 80.7970 120.9530 Considerable: obs_number=843.0000, expected range: 613.6482 761.8518 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
Considerable: obs_number=358.0000, expected range: 440.9399 481.5601 |
 | |
| amdar | ||
| WIGOS AMDAR TEMPERATURE (K) HKIVGCRA (2 pressure layers affected) : out of range
Severe: rms_fgdepar=10.7811, expected range: 0.0000 2.2159 |
 | |
| WIGOS AMDAR WIND VECTOR DIFF (M/S) HKIVGCRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.6080, expected range: 0.0000 8.0192 |
 | |
| WIGOS AMDAR Q (G/KG) BPZGUWRA PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9704, expected range: -1.1319 0.7500 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) YHHJNAJA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=16.5484, expected range: 0.9237 6.9118 |
 | |
| ADS-C WIND 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 283.4282 |
 | |
| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AAL9701 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.8540, expected range: 0.0000 33.7857 |
 | |
| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
5 times in the last 10 days for at least one item Severely_persistent: obs_number=0.0000, expected range: 0.0000 551.0327 |
 | |
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 07145 PRESSURE LAYER 900-1200 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=23.6883, expected range: -4.4808 9.8756 Severe: rms_fgdepar=23.6883, expected range: 0.0000 10.1636 Severe: avg_pge=0.9317, expected range: -1.3216 0.7500 |
 | |
| synop | ||
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 01440 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8753, expected range: -0.7205 0.7500 |
 | |
| AUTOMATIC LAND SYNOP RH2M (%) 68387 : out of range
Severe: avg_pge=0.9652, expected range: -0.0069 0.0152 |
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| MANUAL LAND SYNOP Z (M) 84542 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8792, expected range: -1.1529 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 40831 : out of range
Severe: rms_fgdepar=31.1444, expected range: 0.0000 17.5774 |
 | |
| MANUAL LAND SYNOP RH2M (%) 43029 : out of range
Severe: rms_fgdepar=44.9517, expected range: 0.0000 35.8837 Severe: avg_pge=0.9978, expected range: -0.0219 0.0335 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43382 : out of range
Severe: rms_fgdepar=395.0233, expected range: 0.6806 95.0847 Severe: avg_pge=0.8634, expected range: -0.5975 0.6782 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38613 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=506.6600, expected range: 19.7639 371.9940 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83398 : out of range
Severe: avg_fgdepar=900.2780, expected range: -162.1556 26.6157 Severe: rms_fgdepar=900.2780, expected range: 0.0000 162.1556 Severe: avg_pge=0.9372, expected range: -0.4422 0.5708 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 13619 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8270, expected range: -1.3439 0.7500 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 36229 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8050, expected range: -1.2509 0.7500 |
 | |
| BUFR LAND SYNOP RH2M (%) 94204 : out of range
Severe: avg_fgdepar=51.7636, expected range: -25.9686 36.4330 Severe: rms_fgdepar=51.7636, expected range: 0.0000 25.9505 |
 | |
| BUFR LAND SYNOP RH2M (%) 95784 : out of range
Severe: rms_fgdepar=47.8613, expected range: 0.0000 20.1042 Severe: avg_pge=0.9442, expected range: -0.0035 0.0122 |
 | |
| BUFR LAND SYNOP RH2M (%) 10875 : out of range
Severe: rms_fgdepar=35.5610, expected range: 0.0000 20.2842 |
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| BUFR LAND SYNOP RH2M (%) 94785 : out of range
Severe: rms_fgdepar=43.5692, expected range: 0.0000 14.1109 |
 | |
| BUFR LAND SYNOP RH2M (%) 94206 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=42.2855, expected range: 0.0000 21.2300 |
 | |
| BUFR LAND SYNOP RH2M (%) 08056 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=32.9110, expected range: 0.0000 17.2527 |
 | |
| BUFR LAND SYNOP RH2M (%) 94786 : out of range
Severe: rms_fgdepar=34.2663, expected range: 0.0000 15.6732 |
 | |
| BUFR LAND SYNOP RH2M (%) 94588 : out of range
Severe: rms_fgdepar=45.3453, expected range: 0.1972 6.1603 Severe: avg_pge=0.9421, expected range: 0.0009 0.0046 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 29771 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=543.6468, expected range: 0.0000 182.8897 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48357 : out of range
Severe: rms_fgdepar=390.9986, expected range: 0.0000 106.6907 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 16738 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=431.8151, expected range: 0.0000 103.1302 Severe: avg_pge=0.9068, expected range: -0.3837 0.5015 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 88968 : out of range
Severe: rms_fgdepar=638.2013, expected range: 0.0000 140.0667 |
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| ship | ||
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5NK2 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=549.5560, expected range: 694.3395 1026.2855 Severely_persistent: rms_fgdepar=549.5560, expected range: 694.3395 1026.2855 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V3776 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-694.6554, expected range: -1768.5091 1532.9089 Severely_persistent: rms_fgdepar=879.1981, expected range: 0.0000 1340.8913 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRTO7 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=719.9611, expected range: 285.1221 958.4157 Severely_persistent: rms_fgdepar=719.9611, expected range: 284.8809 958.7620 Severely_persistent: avg_pge=0.8591, expected range: -0.4402 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3FDF5 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=31.8102, expected range: -11.7677 23.4792 Severe: rms_fgdepar=31.8104, expected range: 0.0000 23.6193 Severe: avg_pge=0.9428, expected range: -0.6934 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRNL8 : out of range
Severe: avg_pge=0.9034, expected range: 0.3969 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) DGTHCFK : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=26.6565, expected range: -6.6495 21.3426 Severe: rms_fgdepar=26.6565, expected range: 0.0000 22.4402 Severe: avg_pge=0.9277, expected range: -0.5871 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) KFMV : out of range
Severe: rms_fgdepar=17.6280, expected range: 0.0000 10.4838 Severe: avg_pge=0.8878, expected range: -0.5867 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6WK2 : out of range
Severe: avg_fgdepar=812.9224, expected range: 132.7265 1189.9392 Severe: rms_fgdepar=812.9224, expected range: 132.7265 1189.9392 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) ZCDT2 : out of range
Severe: avg_fgdepar=-1004.4388, expected range: -169.5623 180.4982 Severe: rms_fgdepar=1004.4388, expected range: 0.0000 145.9492 Severe: avg_pge=0.9123, expected range: -0.4141 0.4551 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6TQ3 : out of range
Severe: avg_fgdepar=809.4778, expected range: -155.8013 211.6633 Severe: rms_fgdepar=809.4778, expected range: 0.0000 186.4265 Severe: avg_pge=0.8700, expected range: -0.1688 0.1872 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) J8QX8 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=363.7913, expected range: 0.0000 167.3825 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) UDAD : out of range
Severe: avg_fgdepar=815.6223, expected range: -294.7752 379.4373 Severe: rms_fgdepar=815.6223, expected range: 0.0000 368.8695 Severe: avg_pge=0.8824, expected range: -1.0187 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) KRAU : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=502.7343, expected range: 209.1383 747.2765 Severe: rms_fgdepar=502.7343, expected range: 209.1289 747.3997 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) ONFZ : out of range
Severe: avg_pge=0.8200, expected range: -1.3020 0.7500 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 1501516 : out of range
7 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=555.7841, expected range: 0.0000 700.4758 Severely_persistent: avg_pge=0.8739, expected range: -0.3069 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6202687 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8016, expected range: 0.7461 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 1401500 : out of range
Severe: rms_fgdepar=493.9821, expected range: 0.0000 149.6747 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 2101661 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.8250, expected range: -0.6976 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 2101694 : out of range
Severe: rms_fgdepar=318.1198, expected range: 4.4189 71.2013 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 4801655 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=323.2720, expected range: 0.0000 137.4423 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 4400857 : out of range
Severe: rms_fgdepar=335.1741, expected range: 0.0000 57.3413 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) OEPS : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=429.2267, expected range: 0.0000 107.6162 |
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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=-55.3935, expected range: -56.6410 -51.9231 Severely_persistent: rms_fgdepar=55.3935, expected range: 51.9231 56.6410 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 71816 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-61.3498, expected range: -74.9675 -31.9101 Severely_persistent: rms_fgdepar=61.3511, expected range: 31.8926 75.0032 |
 | |
| BUFR LAND SYNOP SNOW (CM) 47050 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=99.8837, expected range: 98.7582 100.8440 Severely_persistent: rms_fgdepar=99.8838, expected range: 98.7582 100.8440 |
 | |
| 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=-71.5433, expected range: -68.9228 -64.3486 Severely_persistent: rms_fgdepar=71.5517, expected range: 64.3488 68.9231 |
 | |
| AUTOMATIC LAND SYNOP SNOW (CM) 71550 : out of range
Severe: rms_fgdepar=15.0146, expected range: 6.7066 10.0035 |
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| BUFR LAND SYNOP SNOW (CM) 06633 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=21.5319, expected range: -1.1075 2.0707 |
 | |
| t2m | ||
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25904 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.2818, expected range: -15.6604 12.8227 Severely_persistent: rms_fgdepar=12.2923, expected range: 0.0000 12.4259 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.1413, expected range: -23.3124 -3.7200 Severely_persistent: rms_fgdepar=13.3228, expected range: 4.0997 23.1783 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.0679, expected range: -16.8686 10.5985 Severely_persistent: rms_fgdepar=13.0730, expected range: 0.0000 15.0564 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.4452, expected range: -18.5380 4.9129 Severely_persistent: rms_fgdepar=12.6994, expected range: 0.0000 19.2102 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36259 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.7269, expected range: -22.9141 4.5399 Severely_persistent: rms_fgdepar=13.0132, expected range: 0.0000 21.1851 |
 | |
| METAR 2M TEMPERATURE (K) VECX : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.7257, expected range: -18.0715 -0.4896 Severely_persistent: rms_fgdepar=14.0740, expected range: 1.2509 18.1988 |
 | |
| LAND TEMP 2M TEMPERATURE (K) 65548 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.4247, expected range: -29.1599 5.3908 Severely_persistent: rms_fgdepar=16.4247, expected range: 0.0000 29.1599 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 01320 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.9485, expected range: -4.6592 13.3520 Severely_persistent: rms_fgdepar=13.9651, expected range: 0.0000 13.2855 |
 | |
| 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=-18.8435, expected range: -20.1464 -14.0580 Severely_persistent: rms_fgdepar=18.8546, expected range: 14.1237 20.2003 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
25 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.4102, expected range: -25.7790 1.6202 Severely_persistent: rms_fgdepar=15.4476, expected range: 0.0000 25.3652 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 01352 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.4532, expected range: -16.8311 9.4678 Severely_persistent: rms_fgdepar=13.4644, expected range: 0.0000 16.3165 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 27415 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=19.7779, expected range: -5.4336 22.2800 Severely_persistent: rms_fgdepar=19.7779, expected range: 0.0000 22.2776 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.1913, expected range: -23.3624 -3.7700 Severely_persistent: rms_fgdepar=13.3721, expected range: 4.1479 23.2290 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.2157, expected range: -17.0017 10.6129 Severely_persistent: rms_fgdepar=13.2212, expected range: 0.0000 15.2113 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.3087, expected range: -18.3538 4.8141 Severely_persistent: rms_fgdepar=12.5645, expected range: 0.0000 19.1245 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36259 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.7285, expected range: -22.9501 4.4354 Severely_persistent: rms_fgdepar=13.0154, expected range: 0.0000 21.2945 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71331 : out of range
Severe: rms_fgdepar=11.9940, expected range: 0.0000 5.4716 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71451 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=11.5223, expected range: 0.0000 5.6689 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71981 : out of range
Severe: rms_fgdepar=10.4868, expected range: 0.0000 5.2120 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71632 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=11.2895, expected range: 0.0000 4.0630 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02254 : out of range
Severe: avg_fgdepar=-13.2352, expected range: -12.3615 8.9482 Severe: rms_fgdepar=13.3313, expected range: 0.0000 11.0029 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02245 : out of range
Severe: avg_fgdepar=-12.2530, expected range: -10.7452 7.9921 Severe: rms_fgdepar=12.3688, expected range: 0.0000 9.8080 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22551 : out of range
Severe: avg_fgdepar=-12.1434, expected range: -10.4393 2.6323 Severe: rms_fgdepar=12.2405, expected range: 0.0000 10.5566 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 44212 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.5166, expected range: -13.4426 3.5820 Severe: rms_fgdepar=12.5177, expected range: 0.0000 13.3275 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.2980, expected range: -24.6856 7.4453 Severe: rms_fgdepar=12.5491, expected range: 6.2334 14.0406 |
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| METAR 2M TEMPERATURE (K) ENSD : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=13.9558, expected range: -5.6116 15.0026 Severe: rms_fgdepar=13.9742, expected range: 0.0000 14.8503 |
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| METAR 2M TEMPERATURE (K) ESNV : out of range
Severe: avg_fgdepar=-12.1201, expected range: -8.5310 4.8077 Severe: rms_fgdepar=12.1697, expected range: 0.0000 8.3538 |
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| LAND TEMP 2M TEMPERATURE (K) 04270 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=16.6739, expected range: -2.4085 8.5912 Severe: rms_fgdepar=16.6739, expected range: 0.0000 7.6276 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 71331 : out of range
Severe: rms_fgdepar=12.0611, expected range: 0.0000 5.5325 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 22551 : out of range
Severe: avg_fgdepar=-12.3475, expected range: -10.6098 2.5994 Severe: rms_fgdepar=12.4458, expected range: 0.0000 10.7232 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 44212 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.5666, expected range: -13.5520 3.6491 Severe: rms_fgdepar=12.5677, expected range: 0.0000 13.4044 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25904 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.3318, expected range: -15.7104 12.7727 Severe: rms_fgdepar=12.3423, expected range: 0.0000 12.4840 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.3480, expected range: -14.1317 -6.5370 Severe: rms_fgdepar=12.5981, expected range: 6.6802 14.1729 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 02254 : out of range
Severe: avg_fgdepar=-13.2795, expected range: -12.4515 8.8823 Severe: rms_fgdepar=13.3757, expected range: 0.0000 11.1426 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 02245 : out of range
Severe: avg_fgdepar=-12.3055, expected range: -10.8104 7.9443 Severe: rms_fgdepar=12.4200, expected range: 0.0000 9.8820 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24898 : out of range
Severe: avg_fgdepar=-12.0434, expected range: -15.1943 10.4817 Severe: rms_fgdepar=12.0654, expected range: 0.0000 11.2193 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 68849 : out of range
Severe: avg_fgdepar=-12.4251, expected range: -7.7055 3.3892 Severe: rms_fgdepar=12.4251, expected range: 0.0000 7.7000 |
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| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) 72255 : out of range
Severe: rms_fgdepar=31.6909, expected range: 0.0000 15.1493 |
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| BUFR LAND SYNOP RH2M (%) 52436 : out of range
Severe: rms_fgdepar=36.6920, expected range: 0.0000 19.7300 |
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