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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-16 00:00
| amsua | ||
| NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0451, expected range: -0.0745 -0.0695 |
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| NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1017, expected range: 0.1542 0.2088 |
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| NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5396, expected range: -0.4709 -0.4268 |
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| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2011, expected range: -0.1727 -0.1383 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.2221, expected range: 0.3147 0.3621 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2330, expected range: -0.1608 -0.1318 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0002, expected range: -0.0178 -0.0164 |
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| NPP ATMS RADIANCES CHANNEL 11 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2806, expected range: -0.2392 -0.2216 |
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| NPP ATMS RADIANCES CHANNEL 12 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4838, expected range: -0.4307 -0.3779 |
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| NPP ATMS RADIANCES CHANNEL 13 : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4543, expected range: -0.3684 -0.3189 |
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| NOAA20 ATMS RADIANCES CHANNEL 20 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2412, expected range: -0.2997 -0.2913 |
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| NOAA20 ATMS RADIANCES CHANNEL 22 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.5067, expected range: 0.4465 0.4639 |
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| NOAA20 ATMS RADIANCES CHANNEL 18 : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=7225.0000, expected range: 4731.5203 6544.2650 |
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| ssmis | ||
| DMSP-18 SSMIS RADIANCES CHANNEL 10 : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=8955.0000, expected range: 9734.4316 11244.3184 |
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| DMSP-18 SSMIS RADIANCES CHANNEL 11 : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=8968.0000, expected range: 9769.0597 11233.1903 |
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| gpsro | ||
| TERRASAR-X GPSRO SETTING HEIGHT 36-38 KM : out of range
Severe: stdev_norm_fgdepar=1.6288, expected range: 0.7973 1.2159 |
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| COSMIC2-E6 GPSRO RISING HEIGHT 46-48 KM : out of range
Considerable: stdev_norm_fgdepar=0.9684, expected range: 0.4930 0.8096 |
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| TERRASAR-X GPSRO SETTING HEIGHT 42-44 KM : out of range
Slight: stdev_norm_fgdepar=1.4074, expected range: 0.6211 1.1954 |
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| Atmospheric Motion Vector | ||
| HIMAWARI-8 AMV IR1 WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HPA : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=303.0000, expected range: 731.5170 1344.6670 |
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| Radiosondes | ||
| LAND TEMP WIND VECTOR DIFF (M/S) 25403 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.0068, expected range: 0.0000 6.1611 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 17196 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.4145, expected range: 0.9060 7.7413 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 32540 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=23.0406, expected range: 0.0000 6.6941 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 32540 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8470, expected range: -0.2358 0.7500 |
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| All LAND TEMP ALL LAYERS WMO BLOCK 61 : all data missing
Severe: obs_number=0, expected range: 9.57 323.96 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 78 : all data missing
Severe: obs_number=0, expected range: 98.25 153.46 |
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| HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
Considerable: obs_number=988.0000, expected range: 757.3368 844.9132 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (3 pressure layers affected) : out of range
Considerable: obs_number=78.0000, expected range: 171.1029 334.8971 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=64.0000, expected range: 113.7550 177.9950 |
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| amdar | ||
| AMDAR TEMPERATURE (K) CNJCA121 (2 pressure layers affected) : out of range
Severe: avg_fgdepar=10.3383, expected range: -0.5712 0.6138 Severe: rms_fgdepar=10.3383, expected range: 0.0822 1.2821 Severe: avg_pge=0.9329, expected range: -0.0823 0.1501 |
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| WIGOS AMDAR TEMPERATURE (K) 0MVKGDBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=9.1285, expected range: 0.0000 2.1921 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) ENGUNWZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.5661, expected range: 0.0000 8.6357 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) EU1824 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=15.5642, expected range: 0.0000 5.5895 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) O5QKXOBA PRESSURE LAYER 900-1200 (H : out of range
Severe: rms_fgdepar=15.2832, expected range: 0.0000 6.8144 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) 3ERG3NZA PRESSURE LAYER 900-1200 (H : out of range
Severe: rms_fgdepar=16.3274, expected range: 0.0000 5.4630 |
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| AMDAR WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=1394.0000, expected range: 170.3090 960.5660 Considerable: obs_number=649.0000, expected range: 6.9584 421.6666 |
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| ADS-C TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=390.0000, expected range: 48.0356 273.8682 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) WJA1852 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.6877, expected range: 0.0000 18.2435 |
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| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 94926 PRESSURE LAYER 300-600 : out of range
Severe: rms_fgdepar=17.0976, expected range: 0.0000 11.7525 Severe: avg_pge=0.8223, expected range: -0.8218 0.7500 |
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| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 94907 PRESSURE LAYER 300-600 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=21.2265, expected range: -1.0393 11.4594 Severe: rms_fgdepar=22.6234, expected range: 0.0000 13.3628 Severe: avg_pge=0.8458, expected range: -0.4225 0.7500 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 42452 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_pge=0.8870, expected range: -0.8422 0.7500 |
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| synop | ||
| MANUAL LAND SYNOP RH2M (%) 42770 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=52.7896, expected range: 1.8090 83.2273 Severely_persistent: rms_fgdepar=52.7896, expected range: 1.8090 83.2273 Severely_persistent: avg_pge=0.9999, expected range: -0.6277 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42459 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9474, expected range: -1.8892 0.7500 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 89666 : out of range
Severe: avg_pge=0.8552, expected range: -1.0796 0.7500 |
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| AUTOMATIC LAND SYNOP RH2M (%) 68821 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=55.4001, expected range: -80.3475 109.2428 Severe: rms_fgdepar=55.4001, expected range: -72.6430 104.3272 Severe: avg_pge=0.9630, expected range: -1.7228 0.7500 |
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| AUTOMATIC LAND SYNOP RH2M (%) 68714 : out of range
Severe: rms_fgdepar=34.0341, expected range: 0.0000 10.1884 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 89251 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8361, expected range: -1.0035 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40712 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=534.4757, expected range: 0.0000 163.7665 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 44232 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8474, expected range: -1.4576 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 91648 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-1078.8979, expected range: -213.1428 84.4493 Severe: rms_fgdepar=1078.8979, expected range: 0.0000 210.4339 Severe: avg_pge=0.9457, expected range: -1.1848 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 63210 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=50.2296, expected range: -55.9208 92.2484 Severe: rms_fgdepar=50.2296, expected range: 0.0000 85.8128 Severe: avg_pge=0.9995, expected range: -1.9096 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 94661 : out of range
Severe: rms_fgdepar=44.6641, expected range: 0.0000 26.8659 Severe: avg_pge=0.8943, expected range: -0.0106 0.0191 |
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| MANUAL LAND SYNOP RH2M (%) 61075 : out of range
Severe: rms_fgdepar=43.3607, expected range: 0.0000 25.3481 Severe: avg_pge=0.9847, expected range: -0.0018 0.0082 |
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| MANUAL LAND SYNOP RH2M (%) 41785 : out of range
Severe: rms_fgdepar=49.3247, expected range: 0.0000 44.8498 Severe: avg_pge=1.0000, expected range: -0.0604 0.0931 |
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| MANUAL LAND SYNOP RH2M (%) 76848 : out of range
Severe: rms_fgdepar=41.7295, expected range: 0.0000 24.9769 Severe: avg_pge=0.8328, expected range: -0.2022 0.2471 |
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| MANUAL LAND SYNOP Z (M) 67663 : out of range
Severe: rms_fgdepar=153.1296, expected range: 17.7651 82.8933 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 38201 : out of range
Severe: rms_fgdepar=367.2152, expected range: 0.0000 173.9799 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 96751 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-609.0559, expected range: -688.8694 -517.9408 Severe: rms_fgdepar=609.2732, expected range: 517.4573 690.6075 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48391 : out of range
Severe: rms_fgdepar=354.0137, expected range: 0.0000 109.8663 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 97072 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-896.4419, expected range: -1104.7484 -669.9363 Severe: rms_fgdepar=897.4143, expected range: 673.7493 1102.9633 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 35053 : out of range
Severe: rms_fgdepar=576.6772, expected range: 0.0000 97.1020 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 94334 : out of range
Severe: avg_fgdepar=-759.0467, expected range: -110.7659 149.8395 Severe: rms_fgdepar=759.0467, expected range: 0.0000 75.3867 Severe: avg_pge=0.9290, expected range: 0.0000 0.0000 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 28877 : out of range
Severe: rms_fgdepar=365.3836, expected range: 0.0000 161.5620 Severe: avg_pge=0.8072, expected range: -0.4824 0.6178 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48018 : out of range
Severe: rms_fgdepar=562.9787, expected range: 0.0000 224.5621 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 24538 : out of range
Severe: rms_fgdepar=413.2786, expected range: 0.0000 130.2517 |
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| BUFR LAND SYNOP RH2M (%) 94710 : out of range
Severe: avg_pge=0.8545, expected range: -0.0262 0.0386 |
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| BUFR LAND SYNOP RH2M (%) 72320 : out of range
Severe: rms_fgdepar=34.4620, expected range: 0.0000 28.8797 Severe: avg_pge=0.9987, expected range: -0.9301 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 94661 : out of range
Severe: rms_fgdepar=41.4285, expected range: 0.0000 27.5509 Severe: avg_pge=0.8027, expected range: -0.0064 0.0143 |
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| BUFR LAND SYNOP RH2M (%) 71623 : out of range
Severe: rms_fgdepar=30.5285, expected range: 0.0000 14.3045 |
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| BUFR LAND SYNOP RH2M (%) 07386 : out of range
Severe: rms_fgdepar=38.1476, expected range: 0.0000 13.7397 |
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| BUFR LAND SYNOP RH2M (%) 72217 : out of range
Severe: avg_fgdepar=54.8271, expected range: -20.1095 29.5807 Severe: rms_fgdepar=54.8271, expected range: -42.0805 59.6813 Severe: avg_pge=0.9998, expected range: -0.9526 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 96147 : out of range
Severe: avg_pge=0.9704, expected range: -2.2323 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=121.0000, expected range: 101.7024 110.0476 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=1520.0000, expected range: 1769.9350 1909.3983 Considerable: obs_number=2491.0000, expected range: 2764.1167 2985.6333 Considerable: obs_number=103.0000, expected range: 159.5006 184.2494 Considerable: obs_number=441.0000, expected range: 490.5517 555.8927 Considerable: obs_number=1731.0000, expected range: 1958.1131 2139.1369 |
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| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) OXAW2 : out of range
Severe: rms_fgdepar=16.6805, expected range: 0.0000 10.7178 Severe: avg_pge=0.8867, expected range: -0.8022 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) TBWUK51 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=457.5254, expected range: 0.0000 213.1190 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 2IYH3 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=509.1548, expected range: -251.6396 1575.9688 Severe: rms_fgdepar=509.1557, expected range: 0.0000 1624.8862 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V3776 : out of range
Severe: avg_fgdepar=-535.8311, expected range: -48.9302 587.0882 Severe: rms_fgdepar=535.8311, expected range: 0.0000 586.3354 Severe: avg_pge=0.8293, expected range: 0.0932 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6BI7 : out of range
Severe: avg_fgdepar=990.9482, expected range: -420.9876 293.5012 Severe: rms_fgdepar=990.9482, expected range: 0.0000 252.4877 Severe: avg_pge=0.8963, expected range: -0.7703 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6PZ8 : out of range
Severe: avg_fgdepar=-525.0197, expected range: -828.0971 -55.0549 Severe: rms_fgdepar=525.0197, expected range: 55.0549 828.0971 Severe: avg_pge=0.8307, expected range: 0.6283 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) UGYU : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-541.2731, expected range: -850.4689 350.5170 Severe: rms_fgdepar=541.2731, expected range: 0.0000 850.1174 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 5501658 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-710.8433, expected range: -170.8616 186.6038 Severe: rms_fgdepar=723.5248, expected range: 0.0000 148.7930 Severe: avg_pge=0.9049, expected range: -0.1282 0.1696 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) FTTC : out of range
Severe: rms_fgdepar=469.3165, expected range: 0.0000 206.3471 |
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| snow | ||
| BUFR LAND SYNOP SNOW (CM) 01361 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=64.5918, expected range: 40.9157 69.0093 Severely_persistent: rms_fgdepar=64.5919, expected range: 40.9172 69.0160 |
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| BUFR LAND SYNOP SNOW (CM) 01003 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-71.3169, expected range: -79.1921 -71.3999 Severely_persistent: rms_fgdepar=71.3169, expected range: 71.3999 79.1921 |
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| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-738.0396, expected range: -747.9596 -710.1669 |
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| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=738.0405, expected range: 710.1681 747.9596 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=56.0517, expected range: 49.4133 67.0677 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=56.0790, expected range: 49.4251 67.1279 |
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| BUFR LAND SYNOP SNOW (CM) _MI161D5 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=55.8740, expected range: 56.3232 82.9690 |
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| BUFR LAND SYNOP SNOW (CM) _MI161D5 : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=55.9297, expected range: 56.3372 82.9666 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
28 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=97.9994, expected range: 86.1888 111.7983 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
28 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=98.0015, expected range: 86.1911 111.8466 |
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| BUFR LAND SYNOP SNOW (CM) 01008 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-90.8947, expected range: -94.1388 -87.3486 Severely_persistent: rms_fgdepar=90.8948, expected range: 87.3486 94.1389 |
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| BUFR LAND SYNOP SNOW (CM) _MI1F541 : out of range
Severe: avg_fgdepar=53.0870, expected range: 31.8788 49.6522 |
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| BUFR LAND SYNOP SNOW (CM) _MI1F541 : out of range
Severe: rms_fgdepar=53.5419, expected range: 32.0367 50.2432 |
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| t2m | ||
| LAND TEMP 2M TEMPERATURE (K) 65503 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.3865, expected range: -25.3283 8.8686 Severely_persistent: rms_fgdepar=14.4422, expected range: 0.0000 26.0825 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.8319, expected range: -32.9454 11.1736 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
14 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=15.8319, expected range: 6.9391 18.7015 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.5262, expected range: -16.7068 -4.3425 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
8 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=13.5262, expected range: 4.7582 16.4648 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 55472 : out of range
Severe: avg_fgdepar=12.0875, expected range: 3.7299 11.8085 Severe: rms_fgdepar=12.0875, expected range: 3.7299 11.8085 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 52836 : out of range
Severe: avg_fgdepar=14.1965, expected range: -13.1583 15.1902 Severe: rms_fgdepar=14.1965, expected range: 0.0000 11.1063 |
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| rh2m | ||
| BUFR LAND SYNOP RH2M (%) 01220 : out of range
Severe: rms_fgdepar=33.2332, expected range: 0.0000 16.7677 |
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