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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-12-01 12:00
| amsua | ||
| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
4 times in the last 10 days for at least one item Considerable: stdev_norm_fgdepar=0.6569, expected range: 0.5629 0.6249 |
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| AMSUA Pacific RARS | ||
| All NOAA-18 AMSUA ALL SKY CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 725.61 803.39 |
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| All NOAA-19 AMSUA ALL SKY CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 229.12 1497.39 |
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| iasi | ||
| METOP-B IASI RADIANCES CHANNEL 303 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.3179, expected range: 0.2573 0.2835 |
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| METOP-B IASI RADIANCES CHANNEL 1658 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0179, expected range: 0.0635 0.1008 Severely_persistent: avg_biascorr=-0.2114, expected range: -0.1201 -0.0283 |
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| METOP-B IASI RADIANCES CHANNEL 1521 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0874, expected range: -0.0742 -0.0654 |
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| METOP-B IASI RADIANCES CHANNEL 1652 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1435, expected range: 0.1624 0.1774 |
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| METOP-B IASI RADIANCES CHANNEL 254 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0916, expected range: 0.1077 0.1196 |
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| METOP-B IASI RADIANCES CHANNEL 199 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1728, expected range: -0.3174 -0.0395 |
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| METOP-B IASI RADIANCES CHANNEL 205 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1230, expected range: -0.3474 -0.0915 |
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| METOP-B IASI RADIANCES CHANNEL 212 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1111, expected range: -0.2470 -0.0647 |
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| METOP-B IASI RADIANCES CHANNEL 219 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0718, expected range: -0.2085 -0.0584 |
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| METOP-B IASI RADIANCES CHANNEL 222 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1475, expected range: 0.0097 0.0847 |
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| METOP-B IASI RADIANCES CHANNEL 278 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0097, expected range: 0.1427 0.2696 |
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| METOP-B IASI RADIANCES CHANNEL 284 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0240, expected range: 0.0961 0.1799 |
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| METOP-B IASI RADIANCES CHANNEL 286 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0872, expected range: 0.0442 0.1645 |
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| METOP-B IASI RADIANCES CHANNEL 1513 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0685, expected range: 0.0076 0.0419 |
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| METOP-C IASI RADIANCES CHANNEL 1652 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0767, expected range: 0.1012 0.1141 |
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| METOP-C IASI RADIANCES CHANNEL 1658 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0771, expected range: 0.1059 0.1224 |
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| METOP-C IASI RADIANCES CHANNEL 1513 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0277, expected range: -0.0163 -0.0123 |
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| METOP-C IASI RADIANCES CHANNEL 1521 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0945, expected range: -0.0792 -0.0622 |
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| METOP-C IASI RADIANCES CHANNEL 1639 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0416, expected range: 0.0722 0.0723 |
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| METOP-C IASI RADIANCES CHANNEL 72 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1911, expected range: 0.2239 0.2525 |
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| METOP-C IASI RADIANCES CHANNEL 199 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1348, expected range: -0.3358 -0.0773 |
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| METOP-C IASI RADIANCES CHANNEL 205 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0727, expected range: -0.3779 -0.1425 |
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| METOP-C IASI RADIANCES CHANNEL 212 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0445, expected range: -0.3043 -0.1328 |
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| METOP-C IASI RADIANCES CHANNEL 226 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0050, expected range: -0.1824 -0.0829 |
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| METOP-C IASI RADIANCES CHANNEL 278 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0378, expected range: 0.0941 0.2351 |
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| METOP-C IASI RADIANCES CHANNEL 284 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0580, expected range: 0.0706 0.1747 |
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| METOP-C IASI RADIANCES CHANNEL 286 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1497, expected range: -0.0324 0.0992 |
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| cris | ||
| NPP CRIS RADIANCES CHANNEL 653 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0675, expected range: 0.0796 0.0924 |
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| NPP CRIS RADIANCES CHANNEL 113 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1090, expected range: 0.0720 0.0851 |
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| NOAA20 CRIS RADIANCES CHANNEL 594 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0746, expected range: -0.0644 -0.0558 |
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| NOAA20 CRIS RADIANCES CHANNEL 653 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0517, expected range: 0.0731 0.0813 |
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| NOAA20 CRIS RADIANCES CHANNEL 657 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0550, expected range: 0.0635 0.0655 |
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| NOAA20 CRIS RADIANCES CHANNEL 113 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1920, expected range: 0.1637 0.1752 |
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| mwhs2 | ||
| FY-3D MWHS2 ALLSKY RADIANCES (5 channels affected) : out of range
Slight: obs_number=35481.0000, expected range: 48561.6830 61808.9052 |
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| ssmis | ||
| DMSP-17 SSMIS RADIANCES CHANNEL 10 : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=9770.0000, expected range: 10992.5098 11968.7843 |
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| DMSP-17 SSMIS RADIANCES CHANNEL 11 : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=9894.0000, expected range: 11116.4219 12110.2840 |
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| gpsro | ||
| All KOMPSAT-5 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 192.86 861.88 |
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| Atmospheric Motion Vector | ||
| All HIMAWARI-8 AMV CLOUDY WV3 ALL LAYERS Global : all data missing
Severely_persistent: obs_number=0, expected range: 256.69 867.14 |
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| AQUA MODIS CLOUDY WV WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HP : out of range
3 times in the last 10 days for at least one item Severe: stdev_press=64.5083, expected range: 36.4920 42.7947 |
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| NPP VIIRS AMV IR WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Slight: obs_number=570.0000, expected range: 31.7125 336.5528 |
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| NOAA20 VIIRS-AMV IR WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Slight: obs_number=513.0000, expected range: 28.9988 347.2523 |
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| scatt | ||
| HY-2B SCATTEROMETER WIND VECTOR DIFF (M/S) : out of range
Slight: obs_number=66210.0000, expected range: 99464.2656 143913.3815 |
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| Radiosondes | ||
| All HIGH RESO SEA TEMP ALL LAYERS South Atlantic : all data missing
Severely_persistent: obs_number=0, expected range: 123.50 174.50 |
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| All BUFR TEMP DESCENT ALL LAYERS South Atlantic : all data missing
Severely_persistent: obs_number=0, expected range: 76.28 105.72 |
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| LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=7.1550, expected range: 0.0000 2.4269 Severe: avg_pge=0.8795, expected range: -0.3862 0.5287 |
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| LAND TEMP TEMPERATURE (K) 38064 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=11.5469, expected range: -3.1089 2.8859 Severe: rms_fgdepar=11.7871, expected range: 0.0000 3.3198 Severe: avg_pge=0.9236, expected range: -0.5542 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 32540 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.4074, expected range: 1.1643 9.1923 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 27730 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=15.7172, expected range: 0.0000 6.6545 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 51463 PRESSURE LAYER 900-1200 (HPA : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8699, expected range: -1.3714 0.7500 |
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| HIGH RESO LAND TEMP Q (G/KG) 87344 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.4210, expected range: 0.0000 1.3004 |
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| HIGH RESO LAND TEMP Q (G/KG) 94120 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.4788, expected range: 0.1888 2.0345 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 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: 65.6970 275.8751 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 76 : all data missing
Severe: obs_number=0, expected range: 0.00 633.40 |
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| All HIGH RESO SEA TEMP ALL LAYERS Tropics : all data missing
Severe: obs_number=0, expected range: 0.00 598.85 |
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| All HIGH RESO SEA TEMP ALL LAYERS Alantic Tropical are : all data missing
Severe: obs_number=0, expected range: 0.00 598.85 |
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| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) KLM705 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.6121, expected range: 0.0000 11.4753 Severe: avg_pge=0.8172, expected range: -0.2357 0.4840 |
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| WIGOS AMDAR TEMPERATURE (K) QZKWUWBA (3 pressure layers affected) : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=10.8275, expected range: -1.2598 0.5468 Severe: rms_fgdepar=11.1178, expected range: 0.0000 1.2854 Severe: avg_pge=0.8949, expected range: -0.0421 0.0483 |
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| ADS-C WIND VECTOR DIFF (M/S) 0G01HUBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.4029, expected range: 0.0000 20.6986 |
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| ADS-C WIND VECTOR DIFF (M/S) 2Z3YXTJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.6515, expected range: 0.0000 7.7088 |
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| ADS-C WIND VECTOR DIFF (M/S) LLIK4QBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.3224, expected range: 0.0000 10.8877 |
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| ADS-C WIND VECTOR DIFF (M/S) N51WKOBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.8809, expected range: 0.0000 21.2005 |
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| ADS-C WIND VECTOR DIFF (M/S) YDCSFCJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.3439, expected range: 0.0000 8.0862 |
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| ADS-C WIND VECTOR DIFF (M/S) YTSSPWBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.8751, expected range: 0.0000 17.3423 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AMX003 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=21.2613, expected range: 0.0000 10.0000 |
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| AIREP WIND VECTOR DIFF (M/S) BAW6NC PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.0766, expected range: 0.0000 10.1385 |
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| AIREP WIND VECTOR DIFF (M/S) KLM31 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=22.9727, expected range: 0.0000 24.8646 |
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| AIREP WIND VECTOR DIFF (M/S) KLM749 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=27.4407, expected range: 0.0000 18.3157 |
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| AIREP WIND VECTOR DIFF (M/S) LOT15K PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=20.5853, expected range: 0.0000 34.5218 |
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| AIREP WIND VECTOR DIFF (M/S) UAL26 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.7829, expected range: 0.0000 20.5301 |
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| AIREP WIND VECTOR DIFF (M/S) VIR156T PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.5693, expected range: 0.0000 8.4233 |
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| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
4 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 411.4996 |
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| JAPANESE WIND PROFILER VECTOR DIFF (M/S) 47612 PRESSURE LAYER 300-600 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=43.9014, expected range: -2.5460 11.7153 Severe: rms_fgdepar=43.9395, expected range: 0.0000 12.8769 Severe: avg_pge=0.9449, expected range: -0.8065 0.7500 |
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| JAPANESE WIND PROFILER VECTOR DIFF (M/S) 47616 PRESSURE LAYER 300-600 : out of range
Severe: rms_fgdepar=17.2268, expected range: 0.2448 6.8242 |
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| synop | ||
| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 17952 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8304, expected range: -1.2004 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42674 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8766, expected range: -0.7930 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 33562 : out of range
8 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=590.4369, expected range: 0.0000 1367.1264 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 44217 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=601.4525, expected range: -598.3627 623.6659 Severely_persistent: rms_fgdepar=606.8844, expected range: 0.0000 513.8789 Severely_persistent: avg_pge=0.8652, expected range: -1.0469 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 81797 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=663.1675, expected range: 538.4764 671.8774 Severely_persistent: rms_fgdepar=663.6744, expected range: 538.8543 672.5540 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 84801 : out of range
9 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=500.6160, expected range: 0.0000 1713.5836 Severely_persistent: avg_pge=0.8777, expected range: -1.1587 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 84825 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-509.3998, expected range: -602.1664 -418.0790 Severely_persistent: rms_fgdepar=510.7423, expected range: 415.3913 607.3659 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 76118 : out of range
Severe: avg_fgdepar=-805.9864, expected range: -1624.3077 224.9142 Severe: rms_fgdepar=805.9864, expected range: 0.0000 1624.3077 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82996 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=559.5851, expected range: -505.3084 685.4518 Severe: rms_fgdepar=559.5851, expected range: -505.3084 685.4518 Severe: avg_pge=0.8952, expected range: -1.3655 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 85315 : out of range
Severe: avg_fgdepar=573.7101, expected range: -369.0273 357.4375 Severe: rms_fgdepar=574.4526, expected range: 0.0000 295.0353 Severe: avg_pge=0.8905, expected range: -0.3950 0.5221 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87187 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=850.0978, expected range: -1728.2856 1699.5237 Severe: rms_fgdepar=850.0978, expected range: 0.0000 1109.9696 Severe: avg_pge=0.9300, expected range: -0.7067 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42654 : out of range
Severe: avg_fgdepar=51.5186, expected range: -4.3613 35.5799 Severe: rms_fgdepar=51.5186, expected range: 0.0000 35.5799 Severe: avg_pge=0.9999, expected range: -0.0273 0.0508 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 16436 : out of range
Severe: avg_pge=0.8220, expected range: -0.0682 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 22583 : out of range
Severe: rms_fgdepar=531.6362, expected range: 0.0000 197.7306 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 29580 : out of range
Severe: avg_fgdepar=-595.8749, expected range: -158.5283 289.0864 Severe: rms_fgdepar=751.8538, expected range: 0.0000 216.3844 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48064 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8256, expected range: 0.4066 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 62305 : out of range
Severe: rms_fgdepar=418.4260, expected range: 0.0000 165.8285 Severe: avg_pge=0.8506, expected range: -0.2346 0.2738 |
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| BUFR LAND SYNOP RH2M (%) 68408 : out of range
Severe: avg_fgdepar=-64.3790, expected range: -49.4977 39.1350 Severe: rms_fgdepar=64.5251, expected range: 0.0000 35.4863 Severe: avg_pge=1.0000, expected range: -0.0094 0.0180 |
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| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) LF5B : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8253, expected range: 0.0285 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7JTW : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=1365.0131, expected range: 891.2504 1809.0042 Severely_persistent: rms_fgdepar=1365.0131, expected range: 901.2616 1801.1310 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA5677 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=721.4654, expected range: -82.2127 2097.3039 Severely_persistent: rms_fgdepar=721.8950, expected range: 0.0000 2095.8040 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) CFK5152 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8112, expected range: -0.5854 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) DFPG2 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-521.1750, expected range: -936.4693 9.5555 Severely_persistent: rms_fgdepar=521.1750, expected range: 0.0000 936.4693 Severely_persistent: avg_pge=0.8296, expected range: 0.5791 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3EUF3 : out of range
Severe: rms_fgdepar=16.0259, expected range: 0.0000 6.3395 Severe: avg_pge=0.8907, expected range: -1.4266 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HJF9 : out of range
Severe: rms_fgdepar=456.3625, expected range: 0.0000 210.4604 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) LAMG7 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=551.0500, expected range: -679.0135 904.2464 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) MVEP4 : out of range
Severe: avg_fgdepar=938.1189, expected range: -221.7960 102.6883 Severe: rms_fgdepar=938.1189, expected range: 0.0000 211.6996 Severe: avg_pge=0.8857, expected range: -0.2482 0.2817 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRON5 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=556.5055, expected range: -1459.1034 1004.5500 Severe: rms_fgdepar=556.5055, expected range: -1031.0674 1497.4000 Severe: avg_pge=0.8144, expected range: -1.0687 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WDD2875 : out of range
Severe: avg_pge=0.8269, expected range: -0.9457 0.7500 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 2101836 : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-531.5334, expected range: -1270.1563 1204.1896 Severely_persistent: rms_fgdepar=547.0400, expected range: 0.0000 1173.3230 Severely_persistent: avg_pge=0.8905, expected range: -0.1336 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4101743 : out of range
28 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8299, expected range: -1.8101 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4602605 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=426.1873, expected range: 0.0000 185.1183 Severe: avg_pge=0.8328, expected range: -0.7017 0.7500 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) KJKA : out of range
Severe: rms_fgdepar=371.6669, expected range: 0.0000 165.6593 |
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| snow | ||
| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-766.9238, expected range: -820.7761 -762.1601 Severely_persistent: rms_fgdepar=766.9249, expected range: 762.2594 820.7542 |
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| BUFR LAND SYNOP SNOW (CM) _MI169F9 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=98.6923, expected range: 86.1119 105.3076 Severely_persistent: rms_fgdepar=98.6923, expected range: 86.1292 105.2983 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-91.7750, expected range: -102.9783 -57.7112 Severely_persistent: rms_fgdepar=91.7848, expected range: 57.7397 102.9761 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-54.1494, expected range: -60.9082 -22.6617 Severely_persistent: rms_fgdepar=54.1697, expected range: 22.7273 60.8877 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 71295 : out of range
Severe: rms_fgdepar=17.6783, expected range: 0.0000 7.0713 |
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| MANUAL LAND SYNOP SNOW (CM) 25378 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-53.6048, expected range: -57.7828 -35.0615 Severe: rms_fgdepar=53.6048, expected range: 35.0615 57.7828 |
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| BUFR LAND SYNOP SNOW (CM) 25378 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-53.6665, expected range: -57.8434 -35.1085 Severe: rms_fgdepar=53.6665, expected range: 35.1085 57.8434 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 71698 : Presence of snow in warm condi
Slight: avg_obsvalue2=284.1000, expected range: 262.0757 283.4243 |
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| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71652 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=16.7447, expected range: -13.1548 20.4230 Severely_persistent: rms_fgdepar=16.7897, expected range: 0.0000 18.9296 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71653 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=17.7957, expected range: -11.7850 19.9208 Severely_persistent: rms_fgdepar=17.8626, expected range: 0.0000 18.4311 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
28 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.6192, expected range: -16.7950 -10.3178 Severely_persistent: rms_fgdepar=14.7835, expected range: 10.5228 16.8605 |
 | |
| METAR 2M TEMPERATURE (K) UGMS : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=14.5936, expected range: 2.8422 18.9175 Severely_persistent: rms_fgdepar=14.6315, expected range: 2.8151 19.0242 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 71652 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=16.7125, expected range: -13.1899 20.2731 Severely_persistent: rms_fgdepar=16.7952, expected range: 0.0000 18.7388 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 71653 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=17.2422, expected range: -11.4769 19.4974 Severely_persistent: rms_fgdepar=17.3234, expected range: 0.0000 17.9675 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
29 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.7775, expected range: -16.9125 -10.3776 Severely_persistent: rms_fgdepar=14.9392, expected range: 10.5606 16.9939 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1D581 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.3054, expected range: -19.3321 -7.7675 Severely_persistent: rms_fgdepar=13.5817, expected range: 7.7645 19.4532 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 55578 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.6037, expected range: -24.3432 20.4153 Severe: rms_fgdepar=12.6037, expected range: 0.0000 20.2497 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71163 : out of range
Severe: rms_fgdepar=11.4651, expected range: 0.0000 6.4250 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
Severe: avg_fgdepar=-13.0293, expected range: -11.6959 12.0912 Severe: rms_fgdepar=13.0297, expected range: 0.0000 9.5114 |
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| METAR 2M TEMPERATURE (K) SKCC : out of range
Severe: rms_fgdepar=10.0824, expected range: 0.2694 5.6166 |
 | |
| METAR 2M TEMPERATURE (K) VYNT : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=14.1001, expected range: 2.5048 16.4679 Severe: rms_fgdepar=14.1001, expected range: 3.6417 16.0551 |
 | |
| LAND TEMP 2M TEMPERATURE (K) 29634 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.8442, expected range: 0.0000 5.9183 |
 | |
| LAND TEMP 2M TEMPERATURE (K) 38064 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=15.4109, expected range: -9.6335 14.2205 Severe: rms_fgdepar=15.4109, expected range: -9.4144 14.1509 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25808 : out of range
Severe: avg_fgdepar=-13.0407, expected range: -11.8133 12.0766 Severe: rms_fgdepar=13.0411, expected range: 0.0000 9.6521 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 80010 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-14.2982, expected range: -13.8475 31.2966 Severe: rms_fgdepar=15.3376, expected range: 5.0210 19.9592 |
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| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) 68920 : out of range
Severe: rms_fgdepar=39.1983, expected range: 0.0000 21.8249 |
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