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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2023-01-23 12:00
| 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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| atms | ||
| NOAA20 ATMS RADIANCES CHANNEL 11 : out of range
Considerable: stdev_fgdepar=0.2218, expected range: 0.1467 0.1966 |
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| NOAA20 ATMS RADIANCES CHANNEL 12 : out of range
Considerable: stdev_fgdepar=0.3115, expected range: 0.1608 0.2538 |
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| ssmis | ||
| DMSP-17 SSMIS RADIANCES CHANNEL 3 : out of range
19 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.0083, expected range: 0.0027 0.0034 |
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| gpsro | ||
| SPIRE LEMUR 3U GPSRO RISING HEIGHT 2-4 KM : out of range
Considerable: avg_norm_fgdepar=0.0829, expected range: -0.1049 0.0202 |
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| Atmospheric Motion Vector | ||
| METOP-B AMV IR WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: avg_fgdepar=3.7674, expected range: 2.8081 3.2982 |
 | |
| HIMAWARI-9 AMV IR1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=4374.0000, expected range: 5090.1142 8368.8858 |
 | |
| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 24688 PRESSURE LAYER 900-1200 (HPA) : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8780, expected range: 0.3896 0.7500 |
 | |
| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 20 : all data missing
Severely_persistent: obs_number=0, expected range: 72.80 105.20 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 89532 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=17.3820, expected range: 0.0000 9.2249 Severe: avg_pge=0.8776, expected range: -0.8768 0.7500 |
 | |
| All LAND TEMP ALL LAYERS WMO BLOCK 62 : all data missing
Severe: obs_number=0, expected range: 25.98 263.18 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 50527 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=11.4179, expected range: 0.0000 4.2331 |
 | |
| HIGH RESO LAND TEMP TEMPERATURE (K) 29698 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=7.7521, expected range: 0.0000 2.8467 Severe: avg_pge=0.8132, expected range: -0.5630 0.7500 |
 | |
| 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_fgdepar=-10.1507, expected range: -5.3225 3.2627 Severe: avg_pge=0.8963, expected range: -1.2055 0.7500 |
 | |
| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 54161 PRESSURE LAYER 0-300 : out of range
Severe: avg_fgdepar=26.9377, expected range: 1.1137 3.8842 Severe: avg_pge=0.8770, expected range: -0.1247 0.1622 |
 | |
| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 54161 (3 pressure layers af : out of range
Severe: rms_fgdepar=27.1761, expected range: 1.1948 4.5552 |
| |
| HIGH RESO LAND TEMP TEMPERATURE (K) (4 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Severe: obs_number=105.0000, expected range: 211.6337 273.5092 |
 | |
| HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=7.3308, expected range: 0.5571 2.7558 |
 | |
| All HIGH RESO SEA TEMP ALL LAYERS Tropics : all data missing
Severe: obs_number=0, expected range: 69.91 130.66 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (3 pressure layers affected) : out of range
Considerable: obs_number=354.0000, expected range: 413.5664 640.1836 |
 | |
| HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 900-1200 (HPA) : out of range
Considerable: obs_number=88.0000, expected range: 90.8094 106.9684 |
 | |
| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=441.0000, expected range: 470.1226 575.3774 |
 | |
| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=97.0000, expected range: 131.2330 211.7670 |
 | |
| LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item Slight: rms_fgdepar=1.2324, expected range: 0.8960 1.2027 |
 | |
| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) THT101A PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=22.5550, expected range: -13.9283 23.2183 Severe: rms_fgdepar=22.6201, expected range: 0.0000 27.7802 Severe: avg_pge=0.8464, expected range: -0.7995 0.7500 |
 | |
| WIGOS AMDAR WIND VECTOR DIFF (M/S) HS52MIJA PRESSURE LAYER 600-900 (HP : out of range
Severe: rms_fgdepar=15.4056, expected range: 0.0000 8.5957 |
 | |
| WIGOS AMDAR TEMPERATURE (K) CNLQLQ PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=6.1760, expected range: 0.0000 5.2951 Severe: avg_pge=0.8230, expected range: -0.5637 0.7500 |
 | |
| WIGOS AMDAR TEMPERATURE (K) Q11INEJA PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_fgdepar=-9.0411, expected range: -3.2501 2.9574 Severe: rms_fgdepar=9.0411, expected range: 0.0000 3.3617 Severe: avg_pge=0.8642, expected range: -0.2297 0.2550 |
 | |
| WIGOS AMDAR TEMPERATURE (K) RVZUISRA PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=7.7300, expected range: 0.0000 3.0661 Severe: avg_pge=0.8224, expected range: -0.4724 0.5331 |
 | |
| WIGOS AMDAR TEMPERATURE (K) SGAYNERA PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_fgdepar=-9.3969, expected range: -4.1351 3.5405 Severe: rms_fgdepar=9.3969, expected range: 0.0000 2.7949 Severe: avg_pge=0.8656, expected range: -0.1243 0.1475 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) 0JRW4BRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.6514, expected range: 0.0000 10.3192 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) 1H5ZJBRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.6468, expected range: 0.0000 12.5603 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) 1KCDAXJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.0111, expected range: 0.0000 6.4424 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) 5B5F5EBA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=26.2569, expected range: -22.6530 33.3423 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) A3SKLBRA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=32.0750, expected range: 0.0000 25.4561 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) CFP0DPBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.1889, expected range: 0.0000 19.7746 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) EZNIKERA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=21.9028, expected range: -4.9456 11.5530 Severe: rms_fgdepar=44.3996, expected range: 0.0000 22.5760 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) HS00LAZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=35.0369, expected range: 0.0000 21.2942 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) HUTCA2RA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=21.2309, expected range: 0.1181 5.1903 |
 | |
| ADS-C WIND VECTOR DIFF (M/S) JXFEIFRA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=29.7070, expected range: -32.5866 45.6462 |
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| ADS-C WIND VECTOR DIFF (M/S) NKEICOJA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=21.3032, expected range: 0.0000 20.3098 |
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| ADS-C WIND VECTOR DIFF (M/S) OE4IEQRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=21.5273, expected range: -2.1367 9.6544 Severe: rms_fgdepar=21.5273, expected range: 0.0000 11.8948 |
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| ADS-C WIND VECTOR DIFF (M/S) RYZVAMJA PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=24.7989, expected range: -27.0029 37.7501 |
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| ADS-C WIND VECTOR DIFF (M/S) SN3SPDZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.7227, expected range: 0.0000 11.4473 |
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| ADS-C WIND VECTOR DIFF (M/S) UGSYCNRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.2594, expected range: 0.0000 11.7407 |
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| ADS-C WIND VECTOR DIFF (M/S) VSCYZ5RA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=29.5172, expected range: 0.0000 21.7963 |
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| ADS-C WIND VECTOR DIFF (M/S) WYUJ0UZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.1621, expected range: 0.0000 23.6943 |
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| ADS-C WIND VECTOR DIFF (M/S) X3RYN1JA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=22.6976, expected range: 0.0756 6.2044 Severe: rms_fgdepar=41.4373, expected range: 0.0000 10.2206 |
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| ADS-C WIND VECTOR DIFF (M/S) YGSU0YBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.5132, expected range: 0.0000 22.6304 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AAL47 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=35.9253, expected range: 0.0000 31.7518 |
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| AIREP WIND VECTOR DIFF (M/S) AAL49 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=35.7435, expected range: 0.0000 14.9227 |
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| AIREP WIND VECTOR DIFF (M/S) AAL71 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.7430, expected range: 0.0000 9.4455 |
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| AIREP WIND VECTOR DIFF (M/S) AAL723 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.5964, expected range: 0.2108 5.5740 |
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| AIREP WIND VECTOR DIFF (M/S) AAL729 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.3980, expected range: 0.0000 12.5880 |
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| AIREP WIND VECTOR DIFF (M/S) AAL755 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=19.8914, expected range: 0.5771 5.6292 |
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| AIREP WIND VECTOR DIFF (M/S) ACA800 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=24.7152, expected range: 1.0982 4.3133 Severe: rms_fgdepar=41.6568, expected range: 0.9629 5.2690 |
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| AIREP WIND VECTOR DIFF (M/S) ACA835 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=29.7386, expected range: -2.2625 9.1611 Severe: rms_fgdepar=56.2055, expected range: 0.0000 15.7173 |
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| AIREP WIND VECTOR DIFF (M/S) ACA856 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=22.8154, expected range: -11.4142 18.6958 Severe: rms_fgdepar=41.3412, expected range: -36.6125 47.9523 |
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| AIREP WIND VECTOR DIFF (M/S) AMX007 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=19.5391, expected range: 0.0000 10.0849 |
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| AIREP WIND VECTOR DIFF (M/S) BAW29G PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=24.6964, expected range: 1.5508 6.3682 |
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| AIREP WIND VECTOR DIFF (M/S) BAW89P PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=27.3270, expected range: 0.0000 7.2795 |
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| AIREP WIND VECTOR DIFF (M/S) ETD141 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=22.4980, expected range: -0.8009 5.8487 Severe: rms_fgdepar=44.8438, expected range: 0.0000 6.7472 |
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| AIREP WIND VECTOR DIFF (M/S) ETH575 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=29.5784, expected range: 0.0000 15.6594 |
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| AIREP WIND VECTOR DIFF (M/S) KLM623 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=29.5656, expected range: 0.6158 4.7338 |
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| AIREP WIND VECTOR DIFF (M/S) KLM641 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.0564, expected range: -4.8286 10.8650 Severe: rms_fgdepar=39.3667, expected range: -19.2931 28.3653 |
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| AIREP WIND VECTOR DIFF (M/S) KLM685 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=40.6081, expected range: 0.0000 13.9531 |
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| AIREP WIND VECTOR DIFF (M/S) LOT4EH PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=21.2616, expected range: 0.6573 5.3028 Severe: rms_fgdepar=44.2487, expected range: 0.0000 7.5929 |
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| AIREP WIND VECTOR DIFF (M/S) OMA816 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.2361, expected range: 0.0000 7.3498 |
 | |
| AIREP WIND VECTOR DIFF (M/S) QTR944 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.6317, expected range: 0.0000 7.1114 |
 | |
| AIREP WIND VECTOR DIFF (M/S) QTR959 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.8839, expected range: 1.2997 8.2392 |
 | |
| AIREP WIND VECTOR DIFF (M/S) RJA263 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=36.4322, expected range: -25.2043 35.9478 |
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| AIREP WIND VECTOR DIFF (M/S) THA329 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.5652, expected range: -2.0435 11.7691 Severe: rms_fgdepar=24.5718, expected range: 0.0000 15.7576 |
 | |
| AIREP WIND VECTOR DIFF (M/S) THT101A PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.5511, expected range: -5.7813 12.5759 Severe: rms_fgdepar=26.0981, expected range: 0.0000 12.7584 |
 | |
| AIREP WIND VECTOR DIFF (M/S) UAL56 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=28.3438, expected range: 0.0000 5.5277 |
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| AIREP WIND VECTOR DIFF (M/S) UAL85 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=21.4687, expected range: 0.3118 4.2498 Severe: rms_fgdepar=45.1448, expected range: 0.0000 7.0725 |
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| AIREP WIND VECTOR DIFF (M/S) UAL930 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=31.6117, expected range: 0.0000 9.3397 |
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| AIREP WIND VECTOR DIFF (M/S) VIR21K PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=29.7620, expected range: 0.0000 11.9031 |
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| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Slight: obs_number=2301.0000, expected range: 2360.4033 3378.8467 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 41883 PRESSURE LAYER 600-900 (HPA) : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8438, expected range: 0.1669 0.7500 |
 | |
| LAND PILOT WIND VECTOR DIFF (M/S) 64910 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.0565, expected range: -0.7016 8.5579 Severe: rms_fgdepar=24.2663, expected range: 0.0000 9.2638 |
 | |
| All BUFR LAND PILOT ALL LAYERS North West Pacific : all data missing
Severe: obs_number=0, expected range: 26.46 168.84 |
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| synop | ||
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82143 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8058, expected range: -0.9992 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 94619 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=51.9885, expected range: -25.2541 97.3415 Severely_persistent: rms_fgdepar=52.0091, expected range: 0.0000 97.3132 Severely_persistent: avg_pge=0.9972, expected range: -1.6186 0.7500 |
 | |
| MANUAL LAND SYNOP RH2M (%) 42674 : out of range
Severe: avg_pge=0.9923, expected range: -0.3710 0.5021 |
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| MANUAL LAND SYNOP RH2M (%) 42770 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9562, expected range: -0.8202 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 48938 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8241, expected range: -0.7568 0.7500 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62332 : out of range
Severe: rms_fgdepar=534.1090, expected range: 0.0000 166.0664 |
 | |
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87187 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8625, expected range: -1.2027 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 01373 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8253, expected range: -0.9225 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 72570 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8036, expected range: -1.1712 0.7500 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) 83825 : out of range
Severe: rms_fgdepar=642.6039, expected range: 0.0000 537.7269 |
 | |
| BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item Severe: obs_number=440.0000, expected range: 533.4413 611.3587 Severe: obs_number=117.0000, expected range: 233.6390 283.7610 Considerable: obs_number=657.0000, expected range: 679.6582 806.9418 |
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| ship | ||
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK60 : Change of land sea mask
9 times in the last 10 days for at least one item Severely_persistent: avg_lsm=0.9950, expected range: -1.7437 2.7587 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HXD9 : Significant drift within DA wi
Severe: stdev_lon=25.8595, expected range: -1.0216 2.0353 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V2728 : out of range
Severe: avg_fgdepar=-611.6092, expected range: -717.0620 538.1312 Severe: rms_fgdepar=611.6092, expected range: 0.0000 580.5566 Severe: avg_pge=0.8651, expected range: -1.1452 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6DL4 : Significant drift within DA wi
Severe: stdev_lon=18.6514, expected range: -0.6830 1.3953 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6UA2 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-624.4337, expected range: -1240.0434 1009.1267 Severe: rms_fgdepar=624.4337, expected range: -816.1119 1142.2664 Severe: avg_pge=0.8497, expected range: -1.6431 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) KABP : Change of land sea mask
1 times in the last 10 days for at least one item Severe: avg_lsm=0.9911, expected range: -0.0062 0.0068 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) KGSG : Significant drift within DA wi
1 times in the last 10 days for at least one item Severe: stdev_lon=21.8149, expected range: -1.3194 2.0897 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) MBBJ7YM : Significant drift within DA wi
Severe: stdev_lon=2.4923, expected range: -1.4937 2.1867 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRBH9 : out of range
Severe: rms_fgdepar=470.7651, expected range: 0.0000 459.1320 Severe: avg_pge=0.8056, expected range: -1.0214 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRBY8 : Significant drift within DA wi
1 times in the last 10 days for at least one item Severe: stdev_lat=2.2809, expected range: -1.0647 1.7214 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) C6DL4 : Significant drift within DA wi
Severe: stdev_lon=18.6514, expected range: -0.7031 1.4338 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) MBBJ7YM : Significant drift within DA wi
Severe: stdev_lon=2.4923, expected range: -1.6213 2.3920 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRBY8 : Significant drift within DA wi
1 times in the last 10 days for at least one item Severe: stdev_lat=2.2809, expected range: -1.0187 1.7191 |
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| buoy | ||
| MOORED BUOYS SURFACE PRESSURE (PA) 4400064 : out of range
5 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=501.6991, expected range: 0.0000 967.5452 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4802607 : Significant drift within DA wi
5 times in the last 10 days for at least one item Severely_persistent: stdev_lon=1.0883, expected range: -2.4237 4.1226 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6204562 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=606.8491, expected range: -583.0888 575.4096 Severely_persistent: rms_fgdepar=606.8491, expected range: 0.0000 851.1818 Severely_persistent: avg_pge=0.9063, expected range: -1.3170 0.7500 |
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| MOORED BUOYS WIND VECTOR DIFF (M/S) : out of range
2 times in the last 10 days for at least one item Severe: obs_number=56.0000, expected range: 64.4222 71.4725 |
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| metar | ||
| AUTOMATIC METAR SURFACE PRESSURE (PA) PASL : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=310.6924, expected range: 0.0000 152.8275 |
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| snow | ||
| AUTOMATIC LAND SYNOP SNOW (CM) 71049 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-69.1519, expected range: -68.6847 -53.0413 Severely_persistent: rms_fgdepar=69.1519, expected range: 53.0413 68.6847 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 71356 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-76.3314, expected range: -82.9827 -57.3484 Severely_persistent: rms_fgdepar=76.3314, expected range: 57.3484 82.9827 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 71696 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-53.3320, expected range: -58.2620 -49.7326 Severely_persistent: rms_fgdepar=53.3320, expected range: 49.7326 58.2620 |
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| AUTOMATIC LAND SYNOP SNOW (CM) 71743 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-64.1893, expected range: -65.8031 -56.3585 Severely_persistent: rms_fgdepar=64.1893, expected range: 56.3585 65.8031 |
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| MANUAL LAND SYNOP SNOW (CM) 25378 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-79.7186, expected range: -84.7760 -78.2877 Severely_persistent: rms_fgdepar=79.7186, expected range: 78.2877 84.7760 |
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| BUFR LAND SYNOP SNOW (CM) 25378 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-79.7399, expected range: -84.8094 -78.3058 Severely_persistent: rms_fgdepar=79.7399, expected range: 78.3058 84.8094 |
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| 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=-811.7129, expected range: -881.3234 -788.8324 Severely_persistent: rms_fgdepar=811.7542, expected range: 788.8489 881.3176 |
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| BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-68.0240, expected range: -83.3999 -50.8816 Severely_persistent: rms_fgdepar=68.4562, expected range: 50.9247 83.3933 |
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| BUFR LAND SYNOP SNOW (CM) _MI1FB9B : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=106.8258, expected range: 99.5731 113.0421 Severely_persistent: rms_fgdepar=106.8353, expected range: 99.5559 113.0970 |
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| BUFR LAND SYNOP SNOW (CM) 14122 : out of range
Severe: rms_fgdepar=15.9127, expected range: -2.9707 5.6137 |
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| BUFR LAND SYNOP SNOW (CM) _70509D0 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=22.7066, expected range: 0.0000 10.1942 |
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| BUFR LAND SYNOP SNOW (CM) _7053CD4 : out of range
Severe: avg_fgdepar=-54.2149, expected range: -42.6711 -14.0332 Severe: rms_fgdepar=54.5376, expected range: 14.1185 42.6416 |
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| BUFR LAND SYNOP SNOW (CM) _7059B13 : out of range
Severe: rms_fgdepar=19.4712, expected range: 5.9811 13.6829 |
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| BUFR LAND SYNOP SNOW (CM) _705A266 : out of range
Severe: rms_fgdepar=29.5030, expected range: 0.0000 14.5370 |
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| BUFR LAND SYNOP SNOW (CM) _MF1BDC0 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=18.9673, expected range: -3.3974 6.7084 |
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| BUFR LAND SYNOP SNOW (CM) _MI10EBB : out of range
Severe: avg_fgdepar=57.3229, expected range: 20.2271 42.5920 Severe: rms_fgdepar=57.6800, expected range: 20.2200 42.6485 |
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| BUFR LAND SYNOP SNOW (CM) _MI126FD : out of range
Severe: avg_fgdepar=54.2900, expected range: 20.9684 50.4220 Severe: rms_fgdepar=54.3958, expected range: 20.9367 50.5625 |
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| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71506 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-18.1084, expected range: -24.8087 4.6353 Severely_persistent: rms_fgdepar=18.1097, expected range: 0.0000 24.7667 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 94619 : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.0746, expected range: -32.0368 11.2318 Severely_persistent: rms_fgdepar=12.5163, expected range: 5.0157 19.8617 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-17.7116, expected range: -22.0705 -5.3888 Severely_persistent: rms_fgdepar=17.7721, expected range: 5.5005 22.2493 |
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| METAR 2M TEMPERATURE (K) UGMS : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=12.0449, expected range: -7.4036 23.3357 Severely_persistent: rms_fgdepar=12.1560, expected range: 0.0000 19.8027 |
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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=14.0708, expected range: 7.6266 14.5824 Severely_persistent: rms_fgdepar=14.0945, expected range: 7.8408 14.7501 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-17.7616, expected range: -21.8153 -5.5765 Severely_persistent: rms_fgdepar=17.8219, expected range: 5.7044 21.9716 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.1144, expected range: -23.6199 -5.0511 Severely_persistent: rms_fgdepar=16.1144, expected range: 5.3157 23.7035 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 71506 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-18.0584, expected range: -24.9263 4.6964 Severely_persistent: rms_fgdepar=18.0646, expected range: 0.0000 24.8683 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 80010 : out of range
11 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=14.3300, expected range: 0.0000 22.7141 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 94619 : out of range
22 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.3108, expected range: 5.0163 19.7250 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _170BB1B : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.7501, expected range: 9.6874 20.0203 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _170E863 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.9026, expected range: -19.3001 -11.5254 Severely_persistent: rms_fgdepar=13.3954, expected range: 12.2151 18.8465 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 36856 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=12.0751, expected range: 1.4360 17.2610 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24076 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.0221, expected range: -22.0132 15.4433 Severe: rms_fgdepar=12.0712, expected range: 0.0000 17.8294 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 32389 : out of range
Severe: rms_fgdepar=11.1724, expected range: 0.0000 4.2082 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 32408 : out of range
Severe: avg_fgdepar=-17.0360, expected range: -4.1345 4.4447 Severe: rms_fgdepar=17.0732, expected range: 0.0000 4.2495 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 44265 : out of range
Severe: avg_fgdepar=-12.3610, expected range: -10.8059 5.2603 Severe: rms_fgdepar=12.8394, expected range: 0.0000 9.4610 |
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| METAR 2M TEMPERATURE (K) PALJ : out of range
Severe: rms_fgdepar=14.4700, expected range: 0.0000 7.9723 |
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| METAR 2M TEMPERATURE (K) SKSJ : out of range
Severe: rms_fgdepar=13.7040, expected range: 0.0000 6.5931 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24076 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=12.0357, expected range: 0.0000 17.8061 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 32408 : out of range
Severe: avg_fgdepar=-16.8996, expected range: -4.2607 4.4633 Severe: rms_fgdepar=16.9397, expected range: 0.0000 4.2979 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36856 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=12.1225, expected range: 1.4785 17.3129 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 44265 : out of range
Severe: rms_fgdepar=12.4498, expected range: 0.0000 9.8750 |
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| rh2m | ||
| MANUAL LAND SYNOP RH2M (%) 16108 : out of range
Severe: rms_fgdepar=35.5792, expected range: 0.0000 19.3467 |
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