Operational Data Checking
An automatic data checking system has been implemented at ECMWF to trigger warnings in case of anomalies affecting the quality or the availability of the data assimilated by the model. Selected statistical parameters (number of observations, bias correction, and mean bias-corrected background, analysis departures and probability of gross error) are checked against an expected range. An appropriate alert message (including a time series plot) is generated if statistics are outside the specified ranges. A severity level (slight, considerable, severe) is assigned to each message depending on how far statistics are from the expected values. Two kinds of ranges are used by the automatic checking: Soft and Hard limits. Soft limits are updated automatically using statistics from the last twenty days (extremes are excluded during this process). Hard limits are adjusted manually when required.
Currently, the automatic checking is limited to data passing through the minimisation process (including VarBC passive data). It's being applied twice a day to the delayed cut-off 4D-VAR cycles (00 and 12) and four times a day to the early delivery assimilation system (00,06,12 and 18).
The alarm system results are based on feedback information from the ECMWF data assimilation and consequently reflect the ECMWF data usage. Although most warnings are related to data problems, they may on occasion also be related to model issues. Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice. ECMWF accepts no responsibility for actions taken on the basis of these results.
Delayed cut-off 4DVAR at 2022-12-03 00:00
| amsua | ||
| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 14 : out of range
4 times in the last 10 days for at least one item Considerable: stdev_norm_fgdepar=0.6702, expected range: 0.5585 0.6249 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
Slight: stdev_norm_fgdepar=0.9487, expected range: 0.8324 0.9115 |
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| AMSUA Pacific RARS | ||
| All NOAA-18 AMSUA ALL SKY CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 725.61 803.39 |
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| All NOAA-19 AMSUA ALL SKY CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 229.12 1497.39 |
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| iasi | ||
| METOP-B IASI RADIANCES CHANNEL 301 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.3082, expected range: 0.2628 0.2881 |
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| METOP-B IASI RADIANCES CHANNEL 1521 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0911, expected range: -0.0742 -0.0657 |
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| METOP-B IASI RADIANCES CHANNEL 1652 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1357, expected range: 0.1624 0.1684 |
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| METOP-B IASI RADIANCES CHANNEL 254 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0945, expected range: 0.1077 0.1146 |
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| METOP-B IASI RADIANCES CHANNEL 267 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0026, expected range: 0.0132 0.0272 |
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| METOP-B IASI RADIANCES CHANNEL 212 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0529, expected range: -0.2041 -0.0647 |
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| METOP-B IASI RADIANCES CHANNEL 284 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0167, expected range: 0.0961 0.1742 |
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| METOP-B IASI RADIANCES CHANNEL 286 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0386, expected range: 0.0442 0.1472 |
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| METOP-B IASI RADIANCES CHANNEL 1513 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0890, expected range: 0.0002 0.0419 |
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| METOP-C IASI RADIANCES CHANNEL 1652 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0863, expected range: 0.1012 0.1201 |
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| METOP-C IASI RADIANCES CHANNEL 1658 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0883, expected range: 0.1059 0.1285 |
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| METOP-C IASI RADIANCES CHANNEL 236 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1504, expected range: -0.1396 -0.1293 |
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| METOP-C IASI RADIANCES CHANNEL 1513 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0393, expected range: -0.0163 -0.0091 |
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| METOP-C IASI RADIANCES CHANNEL 1521 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0998, expected range: -0.0792 -0.0560 |
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| METOP-C IASI RADIANCES CHANNEL 1639 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0341, expected range: 0.0722 0.0746 |
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| METOP-C IASI RADIANCES CHANNEL 284 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0116, expected range: 0.0706 0.1626 |
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| cris | ||
| NPP CRIS RADIANCES CHANNEL 653 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0648, expected range: 0.0796 0.0964 |
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| NOAA20 CRIS RADIANCES CHANNEL 653 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0540, expected range: 0.0731 0.0914 |
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| NOAA20 CRIS RADIANCES CHANNEL 657 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0548, expected range: 0.0635 0.0650 |
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| NOAA20 CRIS RADIANCES CHANNEL 113 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1894, expected range: 0.1638 0.1752 |
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| NOAA20 CRIS RADIANCES CHANNEL 618 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0680, expected range: -0.0637 -0.0584 |
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| NOAA20 CRIS RADIANCES CHANNEL 114 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0358, expected range: -0.1805 -0.0677 |
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| atms | ||
| NOAA20 ATMS RADIANCES CHANNEL 10 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5116, expected range: -0.7214 -0.6282 |
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| NPP ATMS RADIANCES CHANNEL 14 : out of range
3 times in the last 10 days for at least one item Considerable: stdev_fgdepar=0.5300, expected range: 0.4365 0.4981 |
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| gpsro | ||
| All KOMPSAT-5 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 169.86 895.52 |
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| METOP-C GRAS SETTING HEIGHT 26-28 KM : out of range
Slight: avg_norm_fgdepar=0.1240, expected range: -0.2082 0.0471 |
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| COSMIC2-E6 GPSRO SETTING HEIGHT 40-42 KM : out of range
Slight: avg_norm_fgdepar=-0.2641, expected range: -0.1460 0.1919 |
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| Atmospheric Motion Vector | ||
| All HIMAWARI-8 AMV CLOUDY WV3 ALL LAYERS Global : all data missing
Severely_persistent: obs_number=0, expected range: 256.69 867.14 |
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| resat | ||
| METOP-B GOME-2 OZONE, TOP PRESSURE LAYER 12-13 (HPA) : out of range
Considerable: obs_number=15977.0000, expected range: 13798.6891 14775.5609 |
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| Radiosondes | ||
| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severely_persistent: obs_number=0, expected range: 135.71 152.79 |
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| LAND TEMP TEMPERATURE (K) 30635 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=7.0263, expected range: 0.0000 3.9723 Severe: avg_pge=0.8492, expected range: -0.4957 0.7500 |
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| LAND TEMP TEMPERATURE (K) 25703 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=8.4291, expected range: 0.0000 7.5984 Severe: avg_pge=0.8942, expected range: -0.7658 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 30635 PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=19.2471, expected range: 0.0000 11.7329 Severe: avg_pge=0.9002, expected range: -0.5624 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 25913 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=16.9918, expected range: 0.0000 6.3091 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 76526 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_fgdepar=-13.0019, expected range: -1.5863 1.6281 Severe: rms_fgdepar=13.0635, expected range: 0.0000 2.6432 Severe: avg_pge=0.9396, expected range: -0.1976 0.3223 |
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| HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=277.0000, expected range: 338.9700 359.2800 |
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| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) AEA023 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8169, expected range: -0.7902 0.7500 |
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| AMDAR WIND VECTOR DIFF (M/S) AEA058 PRESSURE LAYER 0-300 (HPA) : out of range
4 times in the last 10 days for at least one item Severe: rms_fgdepar=20.0969, expected range: 0.0000 44.1362 |
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| AMDAR WIND VECTOR DIFF (M/S) KLM702 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8136, expected range: -0.9417 0.7500 |
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| AMDAR WIND VECTOR DIFF (M/S) LAN702 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8093, expected range: -0.9058 0.7500 |
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| AMDAR WIND VECTOR DIFF (M/S) LAN705 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=20.1202, expected range: -8.8946 26.9010 Severe: rms_fgdepar=20.4002, expected range: 0.0000 31.9757 Severe: avg_pge=0.8226, expected range: -0.7022 0.7500 |
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| WIGOS AMDAR TEMPERATURE (K) QZKWUWBA (4 pressure layers affected) : out of range
Severe: avg_fgdepar=13.2973, expected range: -1.5448 1.6568 Severe: rms_fgdepar=13.2973, expected range: 0.0000 1.9237 Severe: avg_pge=0.9231, expected range: -0.0593 0.0808 |
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| ADS-C WIND VECTOR DIFF (M/S) 3JKJ3MZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=22.0124, expected range: -8.2397 15.8061 Severe: rms_fgdepar=32.3439, expected range: 0.0000 25.4640 |
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| ADS-C WIND VECTOR DIFF (M/S) PVUUIEBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=23.6402, expected range: -2.5901 10.9927 Severe: rms_fgdepar=38.2677, expected range: 0.0000 12.0759 |
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| ADS-C WIND VECTOR DIFF (M/S) VE500QRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.2244, expected range: 0.0000 23.9207 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) LOT3 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=31.5005, expected range: 0.0000 30.2818 |
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| AIREP WIND VECTOR DIFF (M/S) LOT5KE PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=31.7995, expected range: 0.0000 32.0454 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 65510 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=16.0728, expected range: 1.2451 6.7300 |
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| synop | ||
| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 17952 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8053, expected range: -1.4059 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 34394 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=54.2472, expected range: -91.3929 147.0111 Severely_persistent: rms_fgdepar=54.2472, expected range: 0.0000 147.0111 |
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| BUFR LAND SYNOP RH2M (%) 94334 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=57.1592, expected range: -96.9095 162.5836 Severely_persistent: rms_fgdepar=57.1592, expected range: 0.0000 162.5836 Severely_persistent: avg_pge=1.0000, expected range: -1.9870 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 14658 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8107, expected range: 0.2613 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 24538 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8272, expected range: -1.7465 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 33562 : out of range
7 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=567.4857, expected range: 0.0000 1624.3571 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 81797 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=597.5240, expected range: 490.3667 742.1811 Severely_persistent: rms_fgdepar=597.9656, expected range: 491.1581 742.2684 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 84801 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=642.7927, expected range: -1292.3041 1814.2734 Severely_persistent: rms_fgdepar=645.3088, expected range: -1151.0213 1721.9902 Severely_persistent: avg_pge=0.8849, expected range: -1.8949 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 64750 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.9996, expected range: -1.2886 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83499 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.8065, expected range: -0.9711 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 89251 : out of range
Severe: avg_pge=0.8641, expected range: -1.1651 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 86768 : out of range
Severe: rms_fgdepar=43.5743, expected range: 0.0000 28.5937 Severe: avg_pge=0.9015, expected range: -0.0030 0.0113 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 29759 : out of range
Severe: rms_fgdepar=550.8529, expected range: 0.0000 229.9241 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 31300 : out of range
Severe: rms_fgdepar=468.7144, expected range: 0.0000 307.3164 Severe: avg_pge=0.8666, expected range: -0.7904 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48431 : out of range
Severe: rms_fgdepar=380.6433, expected range: 4.4714 67.7900 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48966 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8601, expected range: -0.8964 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 80022 : out of range
Severe: rms_fgdepar=523.4615, expected range: 0.0000 211.8088 |
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| ship | ||
| AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46004 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8629, expected range: -0.9747 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6BQ8 : out of range
5 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=531.1161, expected range: 0.0000 697.9498 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRON5 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=505.8611, expected range: -1178.7248 962.7105 Severely_persistent: rms_fgdepar=738.7619, expected range: 0.0000 1615.8086 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7JQF : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-570.6120, expected range: -852.1417 -196.6590 Severe: rms_fgdepar=570.6120, expected range: 305.1295 683.7286 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WDD2875 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=645.9371, expected range: -1113.1120 848.5949 Severe: rms_fgdepar=780.9769, expected range: 0.0000 925.8175 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) ZCEF6 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=721.1987, expected range: -768.3967 954.3708 Severe: rms_fgdepar=721.1987, expected range: 0.0000 655.6339 Severe: avg_pge=0.8556, expected range: -0.7120 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) V7AT9 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8794, expected range: -0.3681 0.7500 |
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| buoy | ||
| MOORED BUOYS WIND VECTOR DIFF (M/S) 4600004 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8988, expected range: -0.7900 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6203640 : out of range
9 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=505.0011, expected range: -676.5370 971.9156 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6401760 : out of range
Severe: avg_fgdepar=-544.9614, expected range: -142.0795 248.7283 Severe: rms_fgdepar=547.4658, expected range: 0.0000 249.7264 Severe: avg_pge=0.8984, expected range: -0.7458 0.7500 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) DAAY : out of range
Severe: rms_fgdepar=465.3666, expected range: 0.0000 174.6350 |
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| METAR SURFACE PRESSURE (PA) GOGS : out of range
Severe: rms_fgdepar=351.2858, expected range: 0.0000 148.9477 |
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| AUTOMATIC METAR SURFACE PRESSURE (PA) PAVD : out of range
Severe: avg_fgdepar=527.3948, expected range: -101.6694 599.9811 Severe: rms_fgdepar=527.4336, expected range: 0.0000 591.4714 |
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| snow | ||
| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-766.0350, expected range: -825.6230 -752.6662 Severely_persistent: rms_fgdepar=766.0351, expected range: 752.7661 825.6152 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-94.4245, expected range: -104.3339 -64.0468 Severely_persistent: rms_fgdepar=94.4279, expected range: 64.0782 104.3238 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-53.6216, expected range: -63.0047 -27.6415 Severely_persistent: rms_fgdepar=53.6598, expected range: 27.6912 62.9900 |
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| MANUAL LAND SYNOP SNOW (CM) 36208 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-51.4306, expected range: -62.1442 -28.6742 Severe: rms_fgdepar=51.4306, expected range: 28.6742 62.1442 |
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| BUFR LAND SYNOP SNOW (CM) 36208 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-51.4306, expected range: -62.1442 -28.6742 Severe: rms_fgdepar=51.4306, expected range: 28.6742 62.1442 |
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| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71653 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.0453, expected range: -13.5846 25.8502 Severely_persistent: rms_fgdepar=13.0462, expected range: 0.0000 24.4336 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.4482, expected range: -16.6190 -10.4901 Severely_persistent: rms_fgdepar=15.5690, expected range: 10.7070 16.6968 |
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| METAR 2M TEMPERATURE (K) LTCB : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=14.9855, expected range: 3.1747 16.3880 Severely_persistent: rms_fgdepar=15.0139, expected range: 3.6260 16.4589 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 71653 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.0549, expected range: -13.4719 25.6823 Severely_persistent: rms_fgdepar=13.0655, expected range: 0.0000 24.2561 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.5272, expected range: -16.7457 -10.5504 Severely_persistent: rms_fgdepar=15.6471, expected range: 10.7458 16.8384 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1D581 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.9559, expected range: -19.4091 -7.3190 Severely_persistent: rms_fgdepar=13.9877, expected range: 7.3368 19.5525 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 02254 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.8065, expected range: -1.2329 1.9300 Severe: rms_fgdepar=12.8482, expected range: 0.0000 1.4644 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24382 : out of range
Severe: avg_fgdepar=-14.6622, expected range: -12.1769 4.5454 Severe: rms_fgdepar=14.7041, expected range: 0.0000 11.5538 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24856 : out of range
Severe: avg_fgdepar=-12.3834, expected range: -8.6992 6.0445 Severe: rms_fgdepar=12.4116, expected range: 0.0000 8.2663 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25248 : out of range
Severe: avg_fgdepar=-12.2678, expected range: -9.8991 8.2016 Severe: rms_fgdepar=12.3590, expected range: 0.0000 8.2178 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25400 : out of range
Severe: rms_fgdepar=11.1218, expected range: 0.0655 5.5144 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-14.4759, expected range: -13.7782 7.3448 Severe: rms_fgdepar=14.5511, expected range: 0.0000 12.5590 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36467 : out of range
Severe: avg_fgdepar=-12.7560, expected range: -8.1887 4.6886 Severe: rms_fgdepar=13.0916, expected range: 0.0000 9.5203 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-14.8346, expected range: -22.2769 10.4213 Severe: rms_fgdepar=14.8645, expected range: 0.0000 20.6560 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 02254 : out of range
Severe: avg_fgdepar=-12.2746, expected range: -1.3521 1.7992 Severe: rms_fgdepar=12.3212, expected range: 0.0000 1.3340 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 23527 : out of range
Severe: rms_fgdepar=12.0384, expected range: 0.0000 9.4580 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 24382 : out of range
Severe: avg_fgdepar=-14.7635, expected range: -12.3289 4.5075 Severe: rms_fgdepar=14.8042, expected range: 0.0000 11.7293 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 24856 : out of range
Severe: avg_fgdepar=-12.3916, expected range: -8.7011 6.0004 Severe: rms_fgdepar=12.4212, expected range: 0.0000 8.2908 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25248 : out of range
Severe: avg_fgdepar=-12.3439, expected range: -10.3457 8.3352 Severe: rms_fgdepar=12.4359, expected range: 0.0000 8.5037 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-14.5768, expected range: -13.8758 7.3469 Severe: rms_fgdepar=14.6514, expected range: 0.0000 12.6593 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-14.8846, expected range: -22.3269 10.3713 Severe: rms_fgdepar=14.9144, expected range: 0.0000 20.7594 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI16607 : out of range
Severe: avg_fgdepar=-12.2732, expected range: -2.2038 3.0207 Severe: rms_fgdepar=12.2792, expected range: 0.0000 3.1831 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1FED7 : out of range
Severe: rms_fgdepar=14.7624, expected range: 1.9645 19.9962 |
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| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) 68255 : out of range
Severe: rms_fgdepar=32.1277, expected range: 0.0000 15.9414 |
 | |
| AUTOMATIC LAND SYNOP RH2M (%) 68408 : out of range
Severe: rms_fgdepar=34.4496, expected range: 0.0000 15.8848 |
 | |
| BUFR LAND SYNOP RH2M (%) 51495 : out of range
Severe: rms_fgdepar=31.3275, expected range: 0.0000 16.3046 |
 | |
| BUFR LAND SYNOP RH2M (%) _1702609 : out of range
Severe: rms_fgdepar=31.5260, expected range: 0.0000 15.0555 |
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| All BUFR LAND SYNOP WMO BLOCK 66 : all data missing
Severe: obs_number=0, expected range: 41.53 312.90 |
||