Operational Data Checking
An automatic data checking system has been implemented at ECMWF to trigger warnings in case of anomalies affecting the quality or the availability of the data assimilated by the model. Selected statistical parameters (number of observations, bias correction, and mean bias-corrected background, analysis departures and probability of gross error) are checked against an expected range. An appropriate alert message (including a time series plot) is generated if statistics are outside the specified ranges. A severity level (slight, considerable, severe) is assigned to each message depending on how far statistics are from the expected values. Two kinds of ranges are used by the automatic checking: Soft and Hard limits. Soft limits are updated automatically using statistics from the last twenty days (extremes are excluded during this process). Hard limits are adjusted manually when required.
Currently, the automatic checking is limited to data passing through the minimisation process (including VarBC passive data). It's being applied twice a day to the delayed cut-off 4D-VAR cycles (00 and 12) and four times a day to the early delivery assimilation system (00,06,12 and 18).
The alarm system results are based on feedback information from the ECMWF data assimilation and consequently reflect the ECMWF data usage. Although most warnings are related to data problems, they may on occasion also be related to model issues. Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice. ECMWF accepts no responsibility for actions taken on the basis of these results.
Delayed cut-off 4DVAR at 2021-11-29 12:00
| amsua | ||
| NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
16 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.6585, expected range: 0.5273 0.5973 |
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| NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 10 : out of range
8 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.9848, expected range: 0.7756 0.8890 |
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| NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.6682, expected range: 0.5596 0.5821 |
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| NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
18 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.6664, expected range: 0.5441 0.5997 |
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| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.6674, expected range: 0.5743 0.6011 |
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| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
18 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.6782, expected range: 0.5548 0.5960 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.6949, expected range: 0.5559 0.5829 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
17 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.6778, expected range: 0.5558 0.6021 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.6538, expected range: 0.5417 0.5438 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
18 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.6323, expected range: 0.5185 0.5626 |
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| iasi | ||
| METOP-C IASI RADIANCES (55 channels affected) : out of range
Considerable: obs_number=2555.0000, expected range: 2055.0472 2445.8416 |
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| cris | ||
| NOAA20 CRIS RADIANCES CHANNEL 618 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0616, expected range: -0.1308 -0.1022 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 12 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1084, expected range: -0.3186 -0.2905 Severely_persistent: avg_biascorr=-0.4968, expected range: -0.4504 -0.4145 |
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| NPP ATMS RADIANCES CHANNEL 13 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0267, expected range: -0.2893 -0.2593 |
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| NPP ATMS RADIANCES CHANNEL 15 : out of range
18 times in the last 10 days for at least one item Severely_persistent: stdev_fgdepar=0.8707, expected range: 0.7155 0.7315 |
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| NPP ATMS RADIANCES CHANNEL 14 : out of range
37 times in the last 10 days for at least one item Severely_persistent: stdev_fgdepar=0.5255, expected range: 0.4127 0.4489 |
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| NOAA20 ATMS RADIANCES CHANNEL 11 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.3515, expected range: -0.4828 -0.4416 |
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| NOAA20 ATMS RADIANCES CHANNEL 12 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1302, expected range: -0.2896 -0.2431 |
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| NOAA20 ATMS RADIANCES CHANNEL 13 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1591, expected range: -0.3848 -0.3590 Severely_persistent: avg_biascorr=-0.4895, expected range: -0.4481 -0.4232 Severely_persistent: stdev_fgdepar=0.3139, expected range: 0.2515 0.2826 |
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| NOAA20 ATMS RADIANCES CHANNEL 15 : out of range
18 times in the last 10 days for at least one item Severely_persistent: stdev_fgdepar=0.8506, expected range: 0.6179 0.6636 |
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| NOAA20 ATMS RADIANCES CHANNEL 14 : out of range
32 times in the last 10 days for at least one item Severely_persistent: stdev_fgdepar=0.4948, expected range: 0.3591 0.3991 |
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| ssmis | ||
| DMSP-17 SSMIS RADIANCES CHANNEL 5 : out of range
17 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.0047, expected range: 0.0033 0.0037 |
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| gpsro | ||
| All KOMPSAT-5 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severe: obs_number=0, expected range: 268.08 809.09 |
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| COSMIC2-E6 GPSRO SETTING (10 impact heights affected) : out of range
Considerable: obs_number=2388.0000, expected range: 2678.7768 3744.2820 |
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| Atmospheric Motion Vector | ||
| METOP-C AMV IR 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=243.0000, expected range: 352.0986 541.8313 |
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| Geostationary CSR | ||
| All GOES-16 ABI ALL CHANNELS Global : all data missing
Severe: obs_number=0, expected range: 62360.06 79348.18 |
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| All GOES-17 GEOS RADIANCES ALL CHANNELS Global : all data missing
Severe: obs_number=0, expected range: 18492.01 143655.35 |
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| resat | ||
| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1010-1011 (HPA) : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-4.5510, expected range: -5.4705 -5.0939 |
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| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 410-411 (HPA) : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-0.2510, expected range: 0.1494 0.6526 |
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| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 100-101 (HPA) : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-0.0116, expected range: 0.0128 0.0252 |
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| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 20-21 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: stdev_fgdepar=0.0093, expected range: 0.0076 0.0118 |
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| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1-2 (HPA) : out of range
14 times in the last 10 days for at least one item Slight: stdev_fgdepar=0.0238, expected range: 0.0113 0.0113 |
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| Radiosondes | ||
| LAND TEMP Q (G/KG) 62423 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.8206, expected range: 0.1008 1.5294 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 32618 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=18.6375, expected range: 0.0000 5.4789 |
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| LAND TEMP TEMPERATURE (K) 74004 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.9232, expected range: -0.1444 0.2207 Severe: rms_fgdepar=31.0966, expected range: 0.0000 8.7986 Severe: avg_fgdepar=31.0966, expected range: -0.9078 1.0218 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA : out of range
Considerable: obs_number=887.0000, expected range: 755.8323 818.1677 |
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| amdar | ||
| WIGOS AMDAR TEMPERATURE (K) EU1823 PRESSURE LAYER 0-300 (HPA) : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8500, expected range: -1.7939 0.7500 |
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| MODE-S WIND VECTOR DIFF (M/S) MFEE8F6 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.0640, expected range: 1.0837 5.5385 |
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| MODE-S WIND VECTOR DIFF (M/S) M3AA896 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.4888, expected range: 0.0000 7.3471 |
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| ADS-C WIND 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 294.5829 |
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| ADS-C WIND VECTOR DIFF (M/S) R0XIOKZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.8528, expected range: 0.0000 15.9786 |
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| ADS-C WIND VECTOR DIFF (M/S) OQGDSDZA PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=22.0980, expected range: 0.0000 35.2007 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) VIR117F PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.4630, expected range: 0.0000 23.5142 |
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| AIREP WIND VECTOR DIFF (M/S) QTR528 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.7298, expected range: 0.0000 34.6721 |
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| AIREP WIND VECTOR DIFF (M/S) KLM623 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.2241, expected range: 0.6820 6.1669 |
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| AIREP WIND VECTOR DIFF (M/S) ETD423 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=31.9841, expected range: 0.0000 11.8377 Severe: avg_fgdepar=25.6280, expected range: -4.1887 10.2294 |
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| AIREP WIND VECTOR DIFF (M/S) UAL951 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=21.3641, expected range: 0.0000 35.8903 |
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| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 07626 (2 pressure layers affe : out of range
Severe: avg_pge=0.8470, expected range: -0.6925 0.7500 Severe: rms_fgdepar=21.4227, expected range: 0.0000 20.1730 Severe: avg_fgdepar=20.6663, expected range: -8.1988 18.2521 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 96163 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_pge=0.8559, expected range: -0.9044 0.7500 Severe: rms_fgdepar=15.1886, expected range: 0.0000 11.1519 |
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| synop | ||
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62120 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8670, expected range: -1.3533 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42935 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9991, expected range: -1.8426 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 03410 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8653, expected range: -1.2136 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82768 : out of range
Severe: rms_fgdepar=692.8362, expected range: 0.0000 206.5650 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83905 : out of range
Severe: avg_pge=0.8743, expected range: -0.0981 0.1324 Severe: rms_fgdepar=422.9117, expected range: 0.0000 99.8652 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 76243 : out of range
Severe: avg_pge=0.8452, expected range: -0.6902 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83011 : out of range
Severe: rms_fgdepar=596.1785, expected range: 0.0000 95.1531 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83700 : out of range
Severe: rms_fgdepar=601.7602, expected range: 0.3914 262.6794 |
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| MANUAL LAND SYNOP RH2M (%) 42639 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=59.2418, expected range: 0.0000 54.5457 Severe: avg_fgdepar=59.2418, expected range: -19.6177 54.5457 |
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| MANUAL LAND SYNOP RH2M (%) 65257 : out of range
Severe: rms_fgdepar=34.1641, expected range: 0.0000 16.8117 |
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| MANUAL LAND SYNOP RH2M (%) 64706 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8773, expected range: -1.3003 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42915 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=1.0000, expected range: -0.1280 0.1740 Severe: rms_fgdepar=55.7459, expected range: 0.0000 46.9052 Severe: avg_fgdepar=55.7459, expected range: -27.9889 49.3892 |
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| MANUAL LAND SYNOP RH2M (%) 42740 : out of range
Severe: rms_fgdepar=30.6737, expected range: 0.0000 14.2775 |
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| MANUAL LAND SYNOP RH2M (%) 76040 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.9990, expected range: -1.0525 0.7500 Severe: rms_fgdepar=58.1030, expected range: 18.0236 58.5426 Severe: avg_fgdepar=58.1030, expected range: 18.3448 57.2989 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) _MI1213E : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8574, expected range: 0.5335 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 03414 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8609, expected range: -0.1371 0.1585 Severe: rms_fgdepar=421.3464, expected range: 0.0000 92.6982 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 13173 : out of range
Severe: rms_fgdepar=303.6787, expected range: 0.9453 111.5393 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 33961 : out of range
Severe: avg_pge=0.8293, expected range: -0.8464 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 95840 : out of range
Severe: avg_pge=0.8226, expected range: -0.0639 0.0835 |
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| BUFR LAND SYNOP RH2M (%) 01440 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=35.8710, expected range: -8.8047 13.0590 |
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| BUFR LAND SYNOP RH2M (%) 12910 : out of range
Severe: rms_fgdepar=47.3856, expected range: 0.0000 26.1579 |
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| ship | ||
| AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46184 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8579, expected range: -0.0533 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) LOCW : out of range
10 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=500.3224, expected range: 56.5119 924.2052 Severely_persistent: avg_fgdepar=-500.3224, expected range: -924.6720 -55.9012 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA5197 : out of range
10 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=633.4729, expected range: 380.1508 824.9578 Severely_persistent: avg_fgdepar=632.3993, expected range: 421.1317 775.4981 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) BFHM5UQ : out of range
Severe: rms_fgdepar=501.0138, expected range: 0.0000 189.9878 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WSRL : out of range
Severe: rms_fgdepar=424.2419, expected range: 0.0000 162.6848 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) LF8B : out of range
Severe: rms_fgdepar=324.2873, expected range: 0.0000 129.1088 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6VR7 : out of range
Severe: rms_fgdepar=365.3303, expected range: 0.0000 165.1449 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V3932 : out of range
Severe: avg_pge=0.8239, expected range: -0.6905 0.7500 Severe: rms_fgdepar=593.9890, expected range: 0.0000 275.4921 Severe: avg_fgdepar=591.5993, expected range: -245.2012 310.5062 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) : out of range
1 times in the last 10 days for at least one item Severe: obs_number=118.0000, expected range: 155.0427 160.1152 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) XCBJ8 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9125, expected range: -0.7788 0.7500 Severe: rms_fgdepar=18.9298, expected range: 0.0000 14.7182 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) TBWUK63 : out of range
Severe: avg_pge=0.8890, expected range: -1.0312 0.7500 Severe: rms_fgdepar=15.7855, expected range: 0.0000 11.5760 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRKF2 : out of range
Severe: rms_fgdepar=18.5634, expected range: 0.0000 9.7714 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 4402509 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8588, expected range: -0.0306 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4101777 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8095, expected range: -0.9844 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 1601575 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.8419, expected range: -1.1728 0.7500 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) SBPK : out of range
Severe: rms_fgdepar=383.5206, expected range: 0.0000 103.0738 |
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| METAR SURFACE PRESSURE (PA) GMMC : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=328.2051, expected range: 1.4199 132.7443 |
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| snow | ||
| AUTOMATIC LAND SYNOP SNOW (CM) 71688 : out of range
8 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=68.1341, expected range: 30.2300 60.7999 Severely_persistent: avg_fgdepar=-68.1341, expected range: -60.7999 -30.2300 |
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| BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=53.7332, expected range: 48.7236 66.2268 |
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| BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-53.7261, expected range: -66.1877 -48.7040 |
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| BUFR LAND SYNOP SNOW (CM) 01036 : out of range
10 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=50.7217, expected range: 42.0920 70.0284 Severely_persistent: avg_fgdepar=-50.7202, expected range: -70.0189 -42.0848 |
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| BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
Severe: rms_fgdepar=54.2040, expected range: 20.9943 44.0221 |
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| BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
Severe: avg_fgdepar=-54.2040, expected range: -43.9844 -21.0165 |
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| BUFR LAND SYNOP SNOW (CM) _MI11CE6 : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=56.6146, expected range: 13.6687 43.3449 |
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| BUFR LAND SYNOP SNOW (CM) _MI11CE6 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=56.6120, expected range: 14.1974 42.6740 |
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| BUFR LAND SYNOP SNOW (CM) 47020 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=95.8232, expected range: 0.0000 194.7053 Severe: avg_fgdepar=95.8232, expected range: -63.9658 195.3706 |
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| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
35 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=13.2897, expected range: 11.2525 15.3800 Severely_persistent: avg_fgdepar=-12.6325, expected range: -15.2591 -11.0321 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02036 : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=14.2639, expected range: 0.0000 15.6973 Severely_persistent: avg_fgdepar=-14.2376, expected range: -17.4630 8.2963 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71195 : out of range
5 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=15.2525, expected range: 0.0000 16.3205 Severely_persistent: avg_fgdepar=-15.2402, expected range: -16.1129 3.6833 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22127 : out of range
5 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.6313, expected range: 0.0000 6.7013 Severely_persistent: avg_fgdepar=-12.5986, expected range: -6.4873 4.8369 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36736 : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.3713, expected range: 0.0000 13.6732 Severely_persistent: avg_fgdepar=12.2427, expected range: -5.1224 14.0235 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
11 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.8588, expected range: 0.0000 20.4325 Severely_persistent: avg_fgdepar=-12.7826, expected range: -23.5458 11.9552 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=13.5998, expected range: 11.3957 15.4852 Severely_persistent: avg_fgdepar=-13.0737, expected range: -15.3554 -11.1922 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36736 : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.3218, expected range: 0.0000 13.6117 Severely_persistent: avg_fgdepar=12.1927, expected range: -5.1724 13.9735 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 02036 : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=14.3917, expected range: 0.0000 15.8469 Severely_persistent: avg_fgdepar=-14.3663, expected range: -17.5643 8.2817 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 71195 : out of range
5 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=15.3127, expected range: 0.0000 16.3016 Severely_persistent: avg_fgdepar=-15.2998, expected range: -16.0956 3.5936 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
10 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.9204, expected range: 0.0000 20.6196 Severely_persistent: avg_fgdepar=-12.8429, expected range: -24.6500 13.5309 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=17.3647, expected range: 9.8329 21.0356 Severely_persistent: avg_fgdepar=-17.2972, expected range: -21.1559 -9.4598 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71199 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=12.6899, expected range: 0.0000 10.0326 Severe: avg_fgdepar=-12.5689, expected range: -10.1908 6.1995 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71166 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=12.5151, expected range: 0.0000 14.0805 Severe: avg_fgdepar=-12.3737, expected range: -14.0356 4.3900 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71001 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=14.8947, expected range: 0.0000 15.6729 Severe: avg_fgdepar=-14.8837, expected range: -15.4152 3.3615 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22529 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=16.2156, expected range: -5.5653 8.5813 Severe: avg_fgdepar=-16.0970, expected range: -8.2029 5.9260 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22520 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=11.1318, expected range: 0.0000 6.3533 |
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| METAR 2M TEMPERATURE (K) LIMY : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=13.1929, expected range: 0.6855 12.2821 Severe: avg_fgdepar=12.9659, expected range: -1.8539 14.1457 |
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| METAR 2M TEMPERATURE (K) MMLT : out of range
Severe: rms_fgdepar=10.5704, expected range: 0.0000 4.1012 |
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| METAR 2M TEMPERATURE (K) ULOO : out of range
Severe: rms_fgdepar=10.4171, expected range: 0.0000 2.7282 |
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| METAR 2M TEMPERATURE (K) SKIB : out of range
Severe: rms_fgdepar=10.1615, expected range: 0.3001 5.5585 |
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| METAR 2M TEMPERATURE (K) CYDB : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=14.3711, expected range: 0.0000 16.4763 Severe: avg_fgdepar=-14.2366, expected range: -15.3400 4.0337 |
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| METAR 2M TEMPERATURE (K) EGAA : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=12.4290, expected range: 0.0000 2.9202 |
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| LAND TEMP 2M TEMPERATURE (K) 71815 : out of range
Severe: rms_fgdepar=18.9822, expected range: 0.0000 2.8101 Severe: avg_fgdepar=18.9822, expected range: -1.9788 2.8571 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 71199 : out of range
Severe: rms_fgdepar=12.6114, expected range: 0.0000 10.0062 Severe: avg_fgdepar=-12.4886, expected range: -10.1448 6.1344 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 22529 : out of range
Severe: rms_fgdepar=16.3938, expected range: -5.5713 8.7157 Severe: avg_fgdepar=-16.2790, expected range: -8.3503 5.8793 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 22127 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=12.4782, expected range: 0.0000 6.7016 Severe: avg_fgdepar=-12.4449, expected range: -6.4975 4.7922 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 71166 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=13.1181, expected range: 0.0000 14.5949 Severe: avg_fgdepar=-12.9809, expected range: -14.5485 4.5978 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 01036 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=12.1835, expected range: 0.0000 9.9878 Severe: avg_fgdepar=12.1547, expected range: -1.3746 9.8273 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 71001 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=14.9278, expected range: 0.0000 15.6939 Severe: avg_fgdepar=-14.9168, expected range: -15.4330 3.3043 |
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| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) 02210 : out of range
Severe: rms_fgdepar=30.6267, expected range: 0.0000 11.7069 |
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| MANUAL LAND SYNOP RH2M (%) 14640 : out of range
Severe: rms_fgdepar=33.9937, expected range: 0.0000 14.3681 |
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| BUFR LAND SYNOP RH2M (%) _MI1F58B : out of range
Severe: rms_fgdepar=31.4366, expected range: 1.9412 17.9173 |
||