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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-01-14 00:00
| amsua | ||
| NOAA-18 AMSUA RADIANCES CHANNEL 9 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4926, expected range: -0.5865 -0.5832 |
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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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| cris | ||
| NPP CRIS RADIANCES CHANNEL 109 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1123, expected range: 0.1331 0.1422 |
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| airs | ||
| All AQUA AIRS ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 3675.38 24825.12 |
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| mhs | ||
| METOP-A MHS ALLSKY RADIANCES CHANNEL 3 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_norm_fgdepar=-0.0731, expected range: -0.0244 0.0288 |
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| METOP-A MHS ALLSKY RADIANCES CHANNEL 4 : out of range
31 times in the last 10 days for at least one item Severely_persistent: avg_norm_fgdepar=-0.1233, expected range: -0.0426 0.0464 Severely_persistent: stdev_norm_fgdepar=0.3980, expected range: 0.0370 0.1765 |
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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
Severely_persistent: obs_number=0, expected range: 707.01 3267.49 |
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| COSMIC2-E2 GPSRO RISING HEIGHT 24-26 KM : out of range
Slight: avg_norm_fgdepar=0.3423, expected range: -0.0836 0.2248 |
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| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.5407, expected range: -19.8855 8.1060 Severely_persistent: rms_fgdepar=14.5407, expected range: 0.0000 19.1442 Severely_persistent: avg_pge=0.9419, expected range: -0.7918 0.7500 |
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| LAND TEMP TEMPERATURE (K) 36096 PRESSURE LAYER 900-1200 (HPA) : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8454, expected range: -1.2960 0.7500 |
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| BUFR TEMP DESCENT WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HPA) : missing
8 times in the last 10 days for at least one item Severely_persistent: obs_number=0.0000, expected range: 0.0000 397.2003 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 35700 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=16.4146, expected range: 0.0000 8.6815 Severe: avg_pge=0.8620, expected range: -0.4224 0.6005 |
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| LAND TEMP TEMPERATURE (K) 35700 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_fgdepar=-12.4642, expected range: -3.1437 1.6056 Severe: rms_fgdepar=12.4830, expected range: 0.0000 3.8751 Severe: avg_pge=0.9151, expected range: -0.4542 0.7190 |
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| LAND TEMP TEMPERATURE (K) 30758 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8833, expected range: -1.1368 0.7500 |
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| LAND TEMP TEMPERATURE (K) 37259 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=9.3337, expected range: 0.0000 5.4334 Severe: avg_pge=0.8428, expected range: -0.8406 0.7500 |
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| LAND TEMP TEMPERATURE (K) PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=4.1970, expected range: 0.0000 2.3247 |
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| LAND TEMP Q (G/KG) 78988 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=4.9686, expected range: 0.0000 2.7753 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (2 pressure layers affected : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=9.8198, expected range: -0.6205 5.2263 Severe: avg_fgdepar=9.8198, expected range: -0.6205 5.2263 Considerable: rms_fgdepar=9.9413, expected range: 0.0000 5.7058 Considerable: obs_number=759.0000, expected range: 834.8095 868.1905 Considerable: rms_fgdepar=9.9413, expected range: 0.0000 5.7058 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 0-300 (HPA) : missing
1 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 62.7614 68.2386 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 40 : all data missing
Severe: obs_number=0, expected range: 56.56 172.24 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severe: obs_number=0, expected range: 54.80 197.86 |
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| LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=145.0000, expected range: 88.6112 116.4999 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AAL9723 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.1178, expected range: 0.0000 8.0462 |
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| AIREP WIND VECTOR DIFF (M/S) THY057 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=22.5436, expected range: -14.4053 29.6053 Severe: rms_fgdepar=22.5436, expected range: 0.0000 35.7346 Severe: avg_pge=0.8263, expected range: -0.5697 0.7500 |
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| synop | ||
| MANUAL LAND SYNOP RH2M (%) 64750 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8987, expected range: -2.0378 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 31123 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8571, expected range: -0.3491 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 72570 : out of range
5 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=284.4767, expected range: 0.0000 102.0037 Severely_persistent: avg_pge=0.8047, expected range: -1.1362 0.7500 |
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| AUTOMATIC LAND SYNOP RH2M (%) 38191 : out of range
Severe: avg_fgdepar=53.8608, expected range: -24.3501 77.4358 Severe: rms_fgdepar=53.8608, expected range: 0.0000 77.4358 |
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| MANUAL LAND SYNOP RH2M (%) 47060 : out of range
Severe: avg_fgdepar=53.2636, expected range: 5.1869 47.3195 Severe: rms_fgdepar=53.8962, expected range: 4.8224 49.4039 |
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| MANUAL LAND SYNOP RH2M (%) 41252 : out of range
Severe: rms_fgdepar=40.8644, expected range: 0.0000 13.5539 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62420 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=304.1764, expected range: 0.0000 100.4918 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 37801 : out of range
Severe: avg_fgdepar=600.0369, expected range: -365.0872 424.9794 Severe: rms_fgdepar=601.7275, expected range: 0.0000 356.5553 Severe: avg_pge=0.8601, expected range: -1.0089 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62011 : out of range
Severe: rms_fgdepar=361.2597, expected range: 0.0000 119.3135 Severe: avg_pge=0.8326, expected range: 0.0000 0.0000 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40025 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=556.3231, expected range: -127.8550 164.6988 Severe: rms_fgdepar=556.3231, expected range: 7.9996 75.7235 Severe: avg_pge=0.8935, expected range: -0.4056 0.4680 |
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| BUFR LAND SYNOP RH2M (%) 08055 : out of range
Severe: rms_fgdepar=35.5709, expected range: 0.0000 16.9220 |
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| BUFR LAND SYNOP RH2M (%) 14557 : out of range
Severe: rms_fgdepar=43.2108, expected range: 0.0000 17.7076 |
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| BUFR LAND SYNOP RH2M (%) 13367 : out of range
Severe: rms_fgdepar=35.5122, expected range: 0.0000 13.8467 |
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| BUFR LAND SYNOP RH2M (%) 08567 : out of range
Severe: rms_fgdepar=33.5352, expected range: 0.0000 18.8295 |
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| BUFR LAND SYNOP RH2M (%) 08278 : out of range
Severe: rms_fgdepar=32.3673, expected range: 0.0000 16.9794 |
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| BUFR LAND SYNOP RH2M (%) 94449 : out of range
Severe: rms_fgdepar=34.9565, expected range: 0.7857 4.9480 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 21931 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8257, expected range: -0.7493 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 16114 : out of range
Severe: avg_pge=0.8057, expected range: -1.1650 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=93.0000, expected range: 98.5695 108.2305 |
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| ship | ||
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VROO4 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=505.7648, expected range: -1171.0298 1729.2337 Severely_persistent: rms_fgdepar=507.8116, expected range: 0.0000 1884.4767 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRTO7 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=594.6849, expected range: -632.8171 1762.1634 Severely_persistent: rms_fgdepar=594.6849, expected range: 0.0000 1762.4666 Severely_persistent: avg_pge=0.8001, expected range: -0.6521 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) DSPZ2 : out of range
Severe: avg_pge=0.8917, expected range: -1.3637 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V5244 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=516.1328, expected range: -233.5311 192.6628 Severe: rms_fgdepar=516.1328, expected range: 0.0000 203.4162 Severe: avg_pge=0.8097, expected range: -0.5443 0.6797 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6CG4 : out of range
Severe: rms_fgdepar=451.6883, expected range: 77.5775 287.5250 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK36 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=624.7782, expected range: 0.0000 169.8279 Severe: avg_pge=0.8440, expected range: -0.6788 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V3776 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=816.6404, expected range: -801.6520 403.0512 Severe: rms_fgdepar=816.6404, expected range: 0.0000 802.3167 Severe: avg_pge=0.8801, expected range: -1.2950 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRRN8 : out of range
Severe: avg_fgdepar=960.9963, expected range: -326.9692 178.4139 Severe: rms_fgdepar=960.9963, expected range: 0.0000 260.2280 Severe: avg_pge=0.8947, expected range: -1.0123 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) DHBN : out of range
Severe: avg_fgdepar=580.8147, expected range: -122.1764 61.9387 Severe: rms_fgdepar=580.8147, expected range: 0.0000 114.6709 Severe: avg_pge=0.8187, expected range: 0.0000 0.0000 |
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| buoy | ||
| MOORED BUOYS WIND VECTOR DIFF (M/S) 6101007 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=20.1606, expected range: -6.1046 14.3966 Severely_persistent: rms_fgdepar=20.1892, expected range: 0.0000 15.3417 Severely_persistent: avg_pge=0.9398, expected range: -0.8086 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4601700 : out of range
Severe: avg_fgdepar=-644.7280, expected range: -192.8552 205.9064 Severe: rms_fgdepar=651.3691, expected range: 0.0000 166.7878 Severe: avg_pge=0.9136, expected range: -0.3736 0.4583 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 2101661 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=560.2373, expected range: 0.0000 158.9626 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6301544 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=367.1652, expected range: 0.0000 145.6189 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 1601635 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8433, expected range: -0.5096 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=195.0000, expected range: 146.6843 173.9407 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) VIGG : out of range
Severe: rms_fgdepar=315.8085, expected range: 0.0000 150.4055 |
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| METAR SURFACE PRESSURE (PA) GMMH : out of range
Severe: rms_fgdepar=546.8991, expected range: 0.0000 96.0835 |
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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=55.8466, expected range: 50.7236 56.0557 Severely_persistent: rms_fgdepar=55.8466, expected range: 50.7236 56.0557 |
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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=82.7869, expected range: 44.9873 100.2529 Severely_persistent: rms_fgdepar=82.7869, expected range: 44.9873 100.2529 |
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| MANUAL LAND SYNOP SNOW (CM) 14009 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=59.7226, expected range: 46.7262 89.6011 Severely_persistent: rms_fgdepar=59.7226, expected range: 46.7262 89.6011 |
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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=-65.8900, expected range: -69.0534 -63.8163 Severely_persistent: rms_fgdepar=65.8900, expected range: 63.8163 69.0539 |
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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=55.9992, expected range: 50.8715 56.1809 Severely_persistent: rms_fgdepar=55.9992, expected range: 50.8715 56.1809 |
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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=-82.2360, expected range: -82.5927 -77.7665 Severely_persistent: rms_fgdepar=82.2368, expected range: 77.7672 82.5951 |
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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=80.8378, expected range: 43.7784 97.7835 Severely_persistent: rms_fgdepar=80.8378, expected range: 43.7784 97.7835 |
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| BUFR LAND SYNOP SNOW (CM) 47058 : out of range
8 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=70.7107, expected range: 98.2136 100.0404 |
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| BUFR LAND SYNOP SNOW (CM) 14009 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=59.7226, expected range: -31.8344 148.6135 Severely_persistent: rms_fgdepar=59.7226, expected range: 33.9563 96.9706 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 11153 : out of range
Severe: rms_fgdepar=15.3961, expected range: 0.0000 8.1043 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 11119 : out of range
Severe: rms_fgdepar=30.4723, expected range: 3.3163 17.1835 |
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| MANUAL LAND SYNOP SNOW (CM) 35284 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=15.8336, expected range: 0.0000 6.3521 |
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| ROCOB TEMP SNOW (CM) 63700031 : out of range
Severe: rms_fgdepar=31.5955, expected range: 0.0000 6.5610 |
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| ROCOB TEMP SNOW (CM) 64301617 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=21.4371, expected range: 0.0000 2.4001 |
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| ROCOB TEMP SNOW (CM) 63306827 : out of range
Severe: rms_fgdepar=16.3214, expected range: 0.0000 5.1246 |
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| BUFR LAND SYNOP SNOW (CM) 47050 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=99.0459, expected range: 40.1451 147.1761 Severe: rms_fgdepar=99.0459, expected range: 64.7825 127.7337 |
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| BUFR LAND SYNOP SNOW (CM) 47052 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=98.4783, expected range: -91.4164 189.5575 Severe: rms_fgdepar=98.4783, expected range: 0.0000 194.8905 |
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| BUFR LAND SYNOP SNOW (CM) 06652 : out of range
Severe: rms_fgdepar=30.3608, expected range: 0.0000 13.1885 |
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| BUFR LAND SYNOP SNOW (CM) 11153 : out of range
Severe: rms_fgdepar=15.3550, expected range: 0.0000 6.8380 |
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| BUFR LAND SYNOP SNOW (CM) 35284 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=15.8336, expected range: 0.0000 6.3521 |
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| BUFR LAND SYNOP SNOW (CM) 47067 : out of range
Severe: avg_fgdepar=99.2906, expected range: 98.6722 99.4192 Severe: rms_fgdepar=99.2906, expected range: 98.6722 99.4195 |
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| BUFR LAND SYNOP SNOW (CM) 01429 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=28.7544, expected range: -3.9780 7.7799 |
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| t2m | ||
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 48810 : out of range
31 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.2068, expected range: -18.2796 -10.6314 Severely_persistent: rms_fgdepar=12.3345, expected range: 10.6233 18.5268 |
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| METAR 2M TEMPERATURE (K) VYNT : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=12.0251, expected range: 2.4047 17.3979 Severely_persistent: rms_fgdepar=12.5363, expected range: 3.3562 17.2594 |
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| METAR 2M TEMPERATURE (K) VECX : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.6962, expected range: -17.4659 0.6756 Severely_persistent: rms_fgdepar=15.0974, expected range: 0.0948 17.6430 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 27415 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=17.2180, expected range: -7.5433 20.8937 Severely_persistent: rms_fgdepar=17.2298, expected range: 0.0000 20.8454 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71501 : out of range
Severe: rms_fgdepar=11.6518, expected range: 0.0000 4.5886 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 58221 : out of range
Severe: avg_fgdepar=12.1501, expected range: -7.8701 12.3607 Severe: rms_fgdepar=12.1501, expected range: 0.0000 11.4112 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 58321 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=12.5252, expected range: -1.9063 12.8169 Severe: rms_fgdepar=12.5252, expected range: 0.0000 12.8169 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 58251 : out of range
Severe: avg_fgdepar=12.0378, expected range: -7.2840 11.3607 Severe: rms_fgdepar=12.0378, expected range: 0.0000 10.1769 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 57071 : out of range
Severe: avg_fgdepar=12.3603, expected range: -0.4085 8.7427 Severe: rms_fgdepar=12.3603, expected range: 0.0000 8.7427 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 58362 : out of range
Severe: avg_fgdepar=13.0450, expected range: -5.0952 8.8544 Severe: rms_fgdepar=13.0450, expected range: -4.2558 8.4863 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 55773 : out of range
Severe: avg_fgdepar=14.6456, expected range: -4.4920 5.0988 Severe: rms_fgdepar=14.6456, expected range: 0.0000 4.3114 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 58208 : out of range
Severe: avg_fgdepar=15.0432, expected range: -1.6908 11.2777 Severe: rms_fgdepar=15.0432, expected range: 0.0000 11.2777 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 58338 : out of range
Severe: avg_fgdepar=12.0757, expected range: -2.0470 10.9117 Severe: rms_fgdepar=12.0757, expected range: 0.0000 10.9117 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 28678 : out of range
Severe: rms_fgdepar=11.4115, expected range: 0.0000 3.8543 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22213 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-15.1333, expected range: -6.3853 4.3563 Severe: rms_fgdepar=15.1339, expected range: 0.0000 5.9993 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 28676 : out of range
Severe: rms_fgdepar=11.4252, expected range: 0.1643 3.4588 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 38878 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.3525, expected range: -14.6927 0.7347 Severe: rms_fgdepar=12.4735, expected range: 0.0000 14.8662 |
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| METAR 2M TEMPERATURE (K) LIMA : out of range
Severe: avg_fgdepar=13.8515, expected range: -2.6074 4.6486 Severe: rms_fgdepar=13.8515, expected range: 0.0000 4.2858 |
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| METAR 2M TEMPERATURE (K) ENSD : out of range
Severe: avg_fgdepar=13.6608, expected range: -3.5004 11.3330 Severe: rms_fgdepar=13.6738, expected range: 0.0000 11.1935 |
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| METAR 2M TEMPERATURE (K) LIBF : out of range
Severe: rms_fgdepar=10.2265, expected range: 0.0000 3.8377 |
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| METAR 2M TEMPERATURE (K) EFKS : out of range
Severe: rms_fgdepar=11.7590, expected range: 0.0000 4.4692 |
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| METAR 2M TEMPERATURE (K) LEGT : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=12.2754, expected range: 0.0000 9.8420 |
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| METAR 2M TEMPERATURE (K) OPRT : out of range
Severe: avg_fgdepar=-12.8584, expected range: -14.4397 7.4618 Severe: rms_fgdepar=12.8682, expected range: 0.0000 11.0067 |
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| LAND TEMP 2M TEMPERATURE (K) 25703 : out of range
Severe: avg_fgdepar=-12.8207, expected range: -10.7700 10.5589 Severe: rms_fgdepar=12.8207, expected range: 0.0000 8.8962 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 01320 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=12.3765, expected range: -3.2889 10.5897 Severe: rms_fgdepar=12.4323, expected range: 0.0000 10.6377 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 02801 : out of range
Severe: rms_fgdepar=10.7940, expected range: 0.0000 5.3557 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 08232 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-15.6504, expected range: -13.3893 10.5117 Severe: rms_fgdepar=15.7997, expected range: -6.7580 13.4361 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 22213 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-15.2282, expected range: -6.4412 4.3058 Severe: rms_fgdepar=15.2288, expected range: 0.0000 6.0639 |
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| rh2m | ||
| BUFR LAND SYNOP RH2M (%) _3760F5B : out of range
Severe: rms_fgdepar=30.1294, expected range: 0.0000 11.0653 |
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