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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 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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| METOP-C AMSUA RADIANCES CHANNEL 5 : out of range
Severe: avg_biascorr=-0.1637, expected range: -0.1318 -0.0960 |
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| cris | ||
| NPP CRIS RADIANCES CHANNEL 109 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1111, 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 4 : out of range
31 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.3242, expected range: 0.0293 0.1765 |
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| mwhs2 | ||
| FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 2 : out of range
Severe: avg_norm_fgdepar=0.2011, expected range: -0.0389 0.0411 |
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| FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 3 : out of range
Severe: avg_norm_fgdepar=0.8263, expected range: -0.0760 0.0598 Severe: stdev_norm_fgdepar=1.4759, expected range: 0.7008 0.7272 |
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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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| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-11.5963, expected range: -24.0040 12.1198 Severely_persistent: rms_fgdepar=11.6558, expected range: 0.0000 23.0672 |
 | |
| LAND TEMP TEMPERATURE (K) 24688 PRESSURE LAYER 900-1200 (HPA) : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8895, expected range: -0.0823 0.7500 |
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| All HIGH RESO SEA TEMP ALL LAYERS Tropics : all data missing
Severely_persistent: obs_number=0, expected range: 68.44 233.56 |
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| All HIGH RESO SEA TEMP ALL LAYERS Alantic Tropical are : all data missing
Severely_persistent: obs_number=0, expected range: 68.44 233.56 |
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| BUFR TEMP DESCENT TEMPERATURE (K) PRESSURE LAYER 900-1200 (HPA) : missing
9 times in the last 10 days for at least one item Severely_persistent: obs_number=0.0000, expected range: 0.0000 450.1986 |
 | |
| LAND TEMP TEMPERATURE (K) 35121 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=7.7198, expected range: 0.0000 2.9702 Severe: avg_pge=0.8365, expected range: -0.2778 0.3919 |
 | |
| LAND TEMP WIND VECTOR DIFF (M/S) 29572 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=15.0392, expected range: 0.0000 5.4301 |
 | |
| HIGH RESO LAND TEMP TEMPERATURE (K) 16113 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=6.1784, expected range: 0.0000 1.8517 |
 | |
| HIGH RESO LAND TEMP TEMPERATURE (K) 54218 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=8.8029, expected range: 0.0000 3.0559 Severe: avg_pge=0.8843, expected range: -0.4459 0.5463 |
 | |
| HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=4.0627, expected range: 0.9001 2.3071 Severe: obs_number=126.0000, expected range: 60.0032 68.6635 |
 | |
| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=9.0779, expected range: 2.5226 4.8658 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
2 times in the last 10 days for at least one item Severe: obs_number=259.0000, expected range: 322.0940 335.6560 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) (4 pressure layers affected) : out of range
Severe: obs_number=130.0000, expected range: 62.1311 69.2022 |
 | |
| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: obs_number=443.0000, expected range: 503.2453 550.7547 |
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| amdar | ||
| WIGOS AMDAR WIND VECTOR DIFF (M/S) NERFGARA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.0206, expected range: 0.4751 7.5474 |
 | |
| WIGOS AMDAR WIND VECTOR DIFF (M/S) FMKFGCJA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=15.0218, expected range: 0.0711 7.5078 |
 | |
| WIGOS AMDAR WIND VECTOR DIFF (M/S) 3KEUIRRA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=15.2149, expected range: 0.0000 7.4821 |
 | |
| airep | ||
| AIREP WIND VECTOR DIFF (M/S) ACA854 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=23.7078, expected range: -2.6535 7.5593 Severe: rms_fgdepar=23.7078, expected range: 0.0000 10.5288 Severe: avg_pge=0.8384, expected range: -0.3077 0.3870 |
 | |
| AIREP WIND VECTOR DIFF (M/S) ACA875 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.4823, expected range: 0.0000 19.9808 |
 | |
| AIREP WIND VECTOR DIFF (M/S) THY057 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=30.7974, expected range: -14.4053 29.6053 Severe: rms_fgdepar=34.8884, expected range: 0.0000 35.7346 |
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| synop | ||
| 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=0.8495, expected range: -0.0593 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 01440 : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=508.4743, expected range: 0.0000 656.5415 |
 | |
| AUTOMATIC LAND SYNOP RH2M (%) 68333 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9942, expected range: -0.0500 0.0730 |
 | |
| MANUAL LAND SYNOP RH2M (%) 42770 : out of range
Severe: avg_fgdepar=61.1519, expected range: -17.2435 61.3983 Severe: rms_fgdepar=61.1519, expected range: 0.0000 61.3983 Severe: avg_pge=1.0000, expected range: -0.7341 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42771 : out of range
Severe: avg_pge=0.8796, expected range: -0.1924 0.2722 |
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| MANUAL LAND SYNOP RH2M (%) 76323 : out of range
Severe: avg_fgdepar=51.4695, expected range: -54.9456 90.8226 Severe: rms_fgdepar=51.4695, expected range: 0.0000 87.2096 |
 | |
| MANUAL LAND SYNOP RH2M (%) 83363 : out of range
Severe: avg_pge=0.8216, expected range: -0.0491 0.0680 |
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| MANUAL LAND SYNOP RH2M (%) 42328 : out of range
Severe: avg_fgdepar=50.8310, expected range: -18.6188 33.3715 Severe: rms_fgdepar=50.8310, expected range: 0.0000 30.4226 Severe: avg_pge=0.9997, expected range: -0.0146 0.0236 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40660 : out of range
Severe: rms_fgdepar=310.4833, expected range: 0.0000 113.3094 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 37801 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=675.0754, expected range: -426.0065 523.0733 Severe: rms_fgdepar=675.0754, expected range: 0.0000 241.1559 Severe: avg_pge=0.8771, expected range: -0.7274 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 37395 : out of range
Severe: rms_fgdepar=573.9459, expected range: 0.0000 167.0241 |
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| BUFR LAND SYNOP RH2M (%) 15265 : out of range
Severe: rms_fgdepar=35.0999, expected range: 0.0000 19.3529 |
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| BUFR LAND SYNOP RH2M (%) 94206 : out of range
Severe: rms_fgdepar=39.0580, expected range: 0.0000 20.5361 |
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| BUFR LAND SYNOP RH2M (%) 08056 : out of range
Severe: rms_fgdepar=39.3015, expected range: 0.0000 18.5575 |
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| BUFR LAND SYNOP RH2M (%) 40356 : out of range
Severe: rms_fgdepar=39.9099, expected range: 0.0000 20.8806 |
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| BUFR LAND SYNOP RH2M (%) 95718 : out of range
Severe: rms_fgdepar=41.5848, expected range: 0.0000 19.7109 |
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| BUFR LAND SYNOP RH2M (%) 95719 : out of range
Severe: rms_fgdepar=46.7265, expected range: 0.0000 14.0804 |
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| BUFR LAND SYNOP RH2M (%) 13389 : out of range
Severe: rms_fgdepar=38.2597, expected range: 0.0000 20.8950 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 23774 : out of range
Severe: avg_fgdepar=-754.2808, expected range: -238.5874 294.9502 Severe: rms_fgdepar=775.2543, expected range: 0.0000 192.4891 Severe: avg_pge=0.9291, expected range: -0.7182 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 16738 : out of range
Severe: rms_fgdepar=317.4523, expected range: 0.0000 226.5812 Severe: avg_pge=0.8680, expected range: -0.3920 0.5244 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 25248 : out of range
Severe: avg_pge=0.8394, expected range: -0.7363 0.7500 |
 | |
| BUFR LAND SYNOP RH2M (%) : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=51.0000, expected range: 55.1040 62.0960 |
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| ship | ||
| AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46185 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8149, expected range: 0.3441 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V3776 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=773.4374, expected range: -801.6520 403.0512 Severely_persistent: rms_fgdepar=773.4374, expected range: 0.0000 802.3167 Severely_persistent: avg_pge=0.8662, expected range: -1.2950 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRTO7 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=636.1028, expected range: -548.7651 1670.9001 Severely_persistent: rms_fgdepar=636.1028, expected range: 0.0000 1671.1829 Severely_persistent: avg_pge=0.8146, expected range: -0.5698 0.7500 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) ELPP9 : out of range
Severe: rms_fgdepar=15.5303, expected range: 0.0000 6.0507 Severe: avg_pge=0.8818, expected range: -0.5496 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK51 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=465.6521, expected range: 0.0000 176.6934 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3FJB3 : out of range
Severe: avg_fgdepar=609.7705, expected range: -684.3026 1369.8843 Severe: rms_fgdepar=612.2806, expected range: 0.0000 1269.8327 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) EUCDE35 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8027, expected range: -0.7551 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) NBTM : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-563.6049, expected range: -419.4650 405.5591 Severe: rms_fgdepar=805.7638, expected range: 0.0000 359.7018 |
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| buoy | ||
| MOORED BUOYS WIND VECTOR DIFF (M/S) 6101007 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8703, expected range: -0.8260 0.7500 |
 | |
| 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=0.8072, expected range: 0.7396 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6202688 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8101, expected range: -0.4266 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 2101661 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=508.0843, expected range: 0.0000 166.5271 Severe: avg_pge=0.8830, expected range: -0.1984 0.3405 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6301544 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=535.0481, expected range: -92.2152 177.7017 Severe: rms_fgdepar=617.9428, expected range: 0.0000 149.7199 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 1601635 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=447.7352, expected range: 0.0000 349.8639 Severe: avg_pge=0.8509, expected range: -0.4843 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4601797 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=479.7439, expected range: 0.0000 260.1143 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=200.0000, expected range: 145.8648 174.2529 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) SEMT : out of range
Severe: rms_fgdepar=351.3635, expected range: 0.0000 153.0023 |
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| METAR SURFACE PRESSURE (PA) RPMZ : out of range
Severe: rms_fgdepar=369.2446, expected range: 0.0000 105.9966 |
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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=-54.2798, expected range: -56.5554 -51.4846 Severely_persistent: rms_fgdepar=54.2798, expected range: 51.4846 56.5554 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 71816 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-60.1628, expected range: -75.4755 -31.7765 Severely_persistent: rms_fgdepar=60.1697, expected range: 31.7601 75.5101 |
 | |
| 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=-67.8061, expected range: -69.1450 -63.8484 Severely_persistent: rms_fgdepar=67.8147, expected range: 63.8485 69.1454 |
 | |
| 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=-85.6084, expected range: -82.5706 -77.8453 Severely_persistent: rms_fgdepar=85.6158, expected range: 77.8461 82.5729 |
 | |
| AUTOMATIC LAND SYNOP SNOW (CM) 71604 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=50.8691, expected range: -25.8815 65.5575 Severe: rms_fgdepar=50.8691, expected range: 0.0000 65.5575 |
 | |
| BUFR LAND SYNOP SNOW (CM) 47050 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=99.0820, expected range: 40.1451 147.1761 Severe: rms_fgdepar=99.0820, expected range: 64.7825 127.7337 |
 | |
| BUFR LAND SYNOP SNOW (CM) 47022 : out of range
Severe: avg_fgdepar=97.6364, expected range: 96.5458 98.3118 Severe: rms_fgdepar=97.6364, expected range: 96.5463 98.3115 |
 | |
| BUFR LAND SYNOP SNOW (CM) 47052 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=98.4241, expected range: -91.4164 189.5575 Severe: rms_fgdepar=98.4241, expected range: 0.0000 194.8905 |
 | |
| BUFR LAND SYNOP SNOW (CM) 47067 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=99.3044, expected range: 98.6722 99.4192 Severe: rms_fgdepar=99.3044, expected range: 98.6722 99.4195 |
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| BUFR LAND SYNOP SNOW (CM) 01429 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=28.7721, expected range: -3.9780 7.7799 |
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| t2m | ||
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 38878 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.4017, expected range: -15.6228 1.0433 Severely_persistent: rms_fgdepar=12.7152, expected range: 0.0000 15.8015 |
 | |
| METAR 2M TEMPERATURE (K) VYNT : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.0083, expected range: 2.5768 17.5082 Severely_persistent: rms_fgdepar=13.1104, expected range: 3.5169 17.3593 |
 | |
| METAR 2M TEMPERATURE (K) VECX : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.1832, expected range: -18.5153 1.0318 Severely_persistent: rms_fgdepar=13.5475, expected range: 0.0000 18.6874 |
 | |
| 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=-17.3899, expected range: -20.8199 -12.6180 Severely_persistent: rms_fgdepar=17.4159, expected range: 12.7780 20.8046 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 27415 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=17.9960, expected range: -7.5693 21.7293 Severely_persistent: rms_fgdepar=17.9979, expected range: 0.0000 21.6746 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71501 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.6418, expected range: 0.0000 4.7758 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02055 : out of range
Severe: rms_fgdepar=12.0696, expected range: 0.0000 12.6554 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71166 : out of range
Severe: avg_fgdepar=-12.5396, expected range: -10.9033 6.0691 Severe: rms_fgdepar=12.5944, expected range: 0.0000 10.1018 |
 | |
| 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=-14.5974, expected range: -13.3937 3.1819 Severe: rms_fgdepar=14.6365, expected range: 0.0000 13.1587 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24462 : out of range
Severe: avg_fgdepar=-14.2581, expected range: -15.1336 4.7750 Severe: rms_fgdepar=14.2630, expected range: 0.0000 14.9247 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 30664 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.1700, expected range: -14.1557 2.7034 Severe: rms_fgdepar=13.2008, expected range: 0.0000 14.5025 |
 | |
| METAR 2M TEMPERATURE (K) UWKD : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=13.0775, expected range: -2.8201 2.9078 Severe: rms_fgdepar=15.1693, expected range: 0.0000 7.5750 |
 | |
| METAR 2M TEMPERATURE (K) VOND : out of range
Severe: avg_fgdepar=12.4636, expected range: -5.5719 11.9366 Severe: rms_fgdepar=12.4636, expected range: 0.0000 9.7576 |
 | |
| METAR 2M TEMPERATURE (K) KAFF : out of range
Severe: avg_fgdepar=13.2571, expected range: -1.7717 4.6034 Severe: rms_fgdepar=13.2571, expected range: 0.0000 6.2053 |
 | |
| METAR 2M TEMPERATURE (K) UWKS : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=11.2893, expected range: 0.0000 4.6852 |
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| METAR 2M TEMPERATURE (K) TISX : out of range
Severe: rms_fgdepar=12.0551, expected range: 0.0000 11.8450 |
 | |
| LAND TEMP 2M TEMPERATURE (K) 51828 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=14.9049, expected range: -8.4016 13.0204 Severe: rms_fgdepar=14.9049, expected range: -7.8790 12.8374 |
 | |
| 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=-14.6474, expected range: -13.5113 3.2571 Severe: rms_fgdepar=14.6863, expected range: 0.0000 13.2398 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 24462 : out of range
Severe: avg_fgdepar=-14.3081, expected range: -15.1836 4.7250 Severe: rms_fgdepar=14.3130, expected range: 0.0000 14.9498 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 30664 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.1537, expected range: -14.2124 2.6482 Severe: rms_fgdepar=13.1812, expected range: 0.0000 14.5571 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 02055 : out of range
Severe: avg_fgdepar=-12.0189, expected range: -13.7384 6.6372 Severe: rms_fgdepar=12.1432, expected range: 0.0000 12.7675 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 01065 : out of range
Severe: avg_fgdepar=-12.6828, expected range: -13.2081 8.1651 Severe: rms_fgdepar=12.7056, expected range: 0.0000 11.8555 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 71166 : out of range
Severe: avg_fgdepar=-12.6629, expected range: -10.8480 6.0657 Severe: rms_fgdepar=12.7227, expected range: 0.0000 9.8267 |
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| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) 72791 : out of range
Severe: rms_fgdepar=31.3832, expected range: 0.0000 17.6846 |
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| MANUAL LAND SYNOP RH2M (%) 14241 : out of range
Severe: rms_fgdepar=32.9577, expected range: 0.0000 13.7236 |
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| METAR RH2M (%) LDZA : out of range
Severe: rms_fgdepar=32.9353, expected range: 0.0000 15.8045 |
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