Operational Data Checking
An automatic data checking system has been implemented at ECMWF to trigger warnings in case of anomalies affecting the quality or the availability of the data assimilated by the model. Selected statistical parameters (number of observations, bias correction, and mean bias-corrected background, analysis departures and probability of gross error) are checked against an expected range. An appropriate alert message (including a time series plot) is generated if statistics are outside the specified ranges. A severity level (slight, considerable, severe) is assigned to each message depending on how far statistics are from the expected values. Two kinds of ranges are used by the automatic checking: Soft and Hard limits. Soft limits are updated automatically using statistics from the last twenty days (extremes are excluded during this process). Hard limits are adjusted manually when required.
Currently, the automatic checking is limited to data passing through the minimisation process (including VarBC passive data). It's being applied twice a day to the delayed cut-off 4D-VAR cycles (00 and 12) and four times a day to the early delivery assimilation system (00,06,12 and 18).
The alarm system results are based on feedback information from the ECMWF data assimilation and consequently reflect the ECMWF data usage. Although most warnings are related to data problems, they may on occasion also be related to model issues. Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice. ECMWF accepts no responsibility for actions taken on the basis of these results.
Delayed cut-off 4DVAR at 2022-12-01 00:00
| AMSUA Pacific RARS | ||
| All NOAA-18 AMSUA ALL SKY CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 263.01 1472.99 |
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| All NOAA-19 AMSUA ALL SKY CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 168.77 1207.73 |
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| iasi | ||
| METOP-B IASI RADIANCES CHANNEL 292 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1081, expected range: -0.0988 -0.0887 |
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| METOP-B IASI RADIANCES CHANNEL 303 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.3052, expected range: 0.2571 0.2835 |
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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=-0.0875, expected range: -0.0742 -0.0680 |
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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=0.1437, expected range: 0.1624 0.1784 |
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| METOP-B IASI RADIANCES CHANNEL 254 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0971, expected range: 0.1077 0.1202 |
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| METOP-B IASI RADIANCES CHANNEL 1658 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-0.8595, expected range: -0.3671 0.2580 |
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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=0.0184, expected range: 0.0961 0.1766 |
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| METOP-B IASI RADIANCES CHANNEL 1513 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1059, expected range: 0.0049 0.0419 |
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| METOP-C IASI RADIANCES CHANNEL 1658 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0589, expected range: 0.0941 0.1198 |
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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=-0.0282, expected range: -0.0163 -0.0132 |
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| METOP-C IASI RADIANCES CHANNEL 1521 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0971, expected range: -0.0792 -0.0652 |
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| METOP-C IASI RADIANCES CHANNEL 212 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0003, expected range: -0.2995 -0.1328 |
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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=-0.0076, expected range: 0.0706 0.1742 |
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| METOP-C IASI RADIANCES CHANNEL 1509 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1165, expected range: -0.0594 0.0255 |
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| cris | ||
| NPP CRIS RADIANCES CHANNEL 653 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0692, expected range: 0.0796 0.0918 |
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| NPP CRIS RADIANCES CHANNEL 109 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2362, expected range: -0.2175 -0.1934 |
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| NOAA20 CRIS RADIANCES CHANNEL 594 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0709, expected range: -0.0644 -0.0576 |
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| NOAA20 CRIS RADIANCES CHANNEL 653 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0547, expected range: 0.0731 0.0808 |
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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=0.0579, expected range: 0.0635 0.0654 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 14 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.3553, expected range: -0.2354 -0.1064 |
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| NOAA20 ATMS RADIANCES CHANNEL 10 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5183, expected range: -0.7734 -0.6282 |
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| ssmis | ||
| DMSP-18 SSMIS RADIANCES CHANNEL 9 : out of range
Considerable: obs_number=11203.0000, expected range: 15695.2547 19537.6203 |
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| DMSP-18 SSMIS RADIANCES CHANNEL 10 : out of range
Considerable: obs_number=14560.0000, expected range: 20749.5391 23908.4609 |
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| DMSP-18 SSMIS RADIANCES CHANNEL 11 : out of range
Considerable: obs_number=14528.0000, expected range: 20696.9893 24005.5107 |
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| DMSP-17 SSMIS RADIANCES (9 channels affected) : out of range
Slight: obs_number=14392.0000, expected range: 16090.4177 19088.3323 |
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| gpsro | ||
| All KOMPSAT-5 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 204.09 852.91 |
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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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| Radiosondes | ||
| LAND TEMP Q (G/KG) 97724 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=3.3128, expected range: 0.1595 1.8910 |
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| LAND TEMP TEMPERATURE (K) 27730 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=7.7346, expected range: 0.1351 1.5263 |
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| LAND TEMP TEMPERATURE (K) 97980 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=7.7685, expected range: 0.0000 4.0818 |
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| HIGH RESO LAND TEMP Q (G/KG) 70308 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.1368, expected range: 0.0000 1.1989 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 53845 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=6.3791, expected range: 0.0000 2.8923 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 30673 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=6.8127, expected range: 0.0000 4.6583 Severe: avg_pge=0.8413, expected range: -0.5142 0.7500 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 51463 PRESSURE LAYER 900-1200 (HPA : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8293, expected range: -0.7340 0.7500 |
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| HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Severe: obs_number=188.0000, expected range: 273.9499 290.8001 Severe: obs_number=176.0000, expected range: 88.2265 99.7735 |
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| HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
2 times in the last 10 days for at least one item Severe: obs_number=95.0000, expected range: 185.8180 194.6820 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (3 pressure layers affected) : out of range
Severe: rms_fgdepar=5.1012, expected range: 0.4210 1.7964 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_fgdepar=3.0463, expected range: -0.5180 1.0189 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (2 pressure layers affected : out of range
1 times in the last 10 days for at least one item Severe: obs_number=361.0000, expected range: 451.9499 468.8001 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 40 : all data missing
Severe: obs_number=0, expected range: 102.49 140.26 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severe: obs_number=0, expected range: 123.49 161.31 |
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| All HIGH RESO LAND TEMP ALL LAYERS South pole : all data missing
Severe: obs_number=0, expected range: 35.55 167.31 |
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| LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: rms_fgdepar=1.5027, expected range: 0.1535 1.0286 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range
Considerable: obs_number=355.0000, expected range: 247.2526 271.7474 |
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| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) AEA042 PRESSURE LAYER 0-300 (HPA) : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8028, expected range: -1.2469 0.7500 |
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| AMDAR WIND VECTOR DIFF (M/S) AEA041 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8143, expected range: -0.7024 0.7500 |
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| AMDAR WIND VECTOR DIFF (M/S) AEA057 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8003, expected range: -0.7146 0.7500 |
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| AMDAR WIND VECTOR DIFF (M/S) LAN701 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8445, expected range: -0.7568 0.7500 |
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| AMDAR WIND VECTOR DIFF (M/S) TAM8065 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_pge=0.8149, expected range: -0.5758 0.7500 |
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| AMDAR WIND VECTOR DIFF (M/S) TAM8146 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8322, expected range: -0.6178 0.7500 |
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| WIGOS AMDAR TEMPERATURE (K) QZKWUWBA (3 pressure layers affected) : out of range
Severe: avg_fgdepar=10.7484, expected range: -1.2918 0.5629 Severe: rms_fgdepar=10.8342, expected range: 0.0000 1.1851 Severe: avg_pge=0.8993, expected range: -0.0440 0.0500 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) Z35XOGRA PRESSURE LAYER 600-900 (HP : out of range
Severe: rms_fgdepar=17.1530, expected range: 0.0000 11.4774 Severe: avg_pge=0.8599, expected range: -0.8171 0.7500 |
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| ADS-C WIND VECTOR DIFF (M/S) MVNZIAJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.7406, expected range: 0.0000 20.2747 |
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| ADS-C WIND VECTOR DIFF (M/S) VE5EIJZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.9172, expected range: 0.0000 29.7506 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AAL754 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=18.6938, expected range: 0.0000 7.9059 |
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| AIREP WIND VECTOR DIFF (M/S) ELY025 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.8804, expected range: 1.2389 7.0838 |
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| AIREP WIND VECTOR DIFF (M/S) ELY027 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.9208, expected range: 0.3312 8.9216 |
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| AIREP WIND VECTOR DIFF (M/S) SIA527 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=21.1509, expected range: -2.4930 8.9354 Severe: rms_fgdepar=21.1509, expected range: 0.0000 8.8654 Severe: avg_pge=0.8143, expected range: -0.7785 0.7500 |
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| pilot | ||
| All BUFR LAND PILOT ALL LAYERS North West Pacific : all data missing
Severe: obs_number=0, expected range: 25.87 168.64 |
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| BUFR LAND PILOT WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : missing
Severe: obs_number=0.0000, expected range: 25.8713 168.6431 |
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| synop | ||
| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 17952 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8197, expected range: -1.5990 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 62225 : out of range
7 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=220.8187, expected range: 0.0000 97.0505 |
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| MANUAL LAND SYNOP RH2M (%) 65125 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=50.8836, expected range: 0.8706 84.3010 Severely_persistent: rms_fgdepar=50.8836, expected range: 0.8706 84.3010 Severely_persistent: avg_pge=0.9951, expected range: -0.9614 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 24538 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=787.6415, expected range: -250.3290 122.4011 Severely_persistent: rms_fgdepar=790.9409, expected range: 0.0000 249.3999 Severely_persistent: avg_pge=0.9340, expected range: -0.1862 0.2147 |
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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=621.4052, expected range: 492.3215 739.4252 Severely_persistent: rms_fgdepar=621.7637, expected range: 492.7774 739.6866 |
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| BUFR LAND SYNOP RH2M (%) 94334 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=64.8392, expected range: -74.1785 117.6580 Severely_persistent: rms_fgdepar=64.8392, expected range: 0.0000 117.6580 Severely_persistent: avg_pge=1.0000, expected range: -1.8014 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 36229 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8042, expected range: -1.2922 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40001 : out of range
Severe: avg_fgdepar=722.5964, expected range: -240.7958 277.9102 Severe: rms_fgdepar=722.5964, expected range: 0.0000 231.7243 Severe: avg_pge=0.9185, expected range: -0.7239 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 78717 : out of range
Severe: rms_fgdepar=413.1811, expected range: 0.0000 68.6644 Severe: avg_pge=0.8154, expected range: 0.0000 0.0000 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83925 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8210, expected range: -1.3170 0.7500 |
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| MANUAL LAND SYNOP Z (M) 38734 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9340, expected range: -1.4417 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 21931 : out of range
Severe: rms_fgdepar=487.1492, expected range: 0.0000 280.5087 Severe: avg_pge=0.8621, expected range: -0.4427 0.6892 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 33633 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8293, expected range: -1.2765 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 44217 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=571.7395, expected range: -1058.5781 1083.3307 Severe: rms_fgdepar=595.0550, expected range: 0.0000 824.3406 Severe: avg_pge=0.8458, expected range: -1.1441 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48808 : out of range
Severe: rms_fgdepar=504.4072, expected range: 0.0000 131.1159 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48976 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8455, expected range: -1.0811 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 62403 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-683.3453, expected range: -822.8797 852.6899 Severe: rms_fgdepar=683.3453, expected range: -615.4780 790.0419 Severe: avg_pge=0.9224, expected range: -1.3748 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 94323 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=490.2548, expected range: 0.0000 228.9289 Severe: avg_pge=0.8880, expected range: 0.0000 0.0000 |
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| BUFR LAND SYNOP RH2M (%) 33347 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=30.2802, expected range: 0.0000 6.8604 |
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| BUFR LAND SYNOP RH2M (%) 33354 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=32.1572, expected range: 0.0000 15.7897 |
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| BUFR LAND SYNOP RH2M (%) 33609 : out of range
Severe: rms_fgdepar=36.2760, expected range: 0.0000 17.0244 |
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| BUFR LAND SYNOP RH2M (%) 86813 : out of range
Severe: rms_fgdepar=43.1236, expected range: 0.0000 39.3990 Severe: avg_pge=0.8665, expected range: 0.0012 0.0046 |
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| BUFR LAND SYNOP RH2M (%) 95627 : out of range
Severe: avg_pge=0.9786, expected range: -1.2771 0.7500 |
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| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) JPTX : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=20.9564, expected range: -35.4308 59.9273 Severely_persistent: rms_fgdepar=21.1340, expected range: 0.0000 59.0812 Severely_persistent: avg_pge=0.9123, expected range: -0.4994 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA5677 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=559.6612, expected range: 2.1545 2078.8255 Severely_persistent: rms_fgdepar=559.7844, expected range: 20.9714 2072.3139 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) CFK5152 : out of range
15 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=600.7899, expected range: 0.0000 1595.7490 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) CFK9698 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-1619.4353, expected range: -810.6834 -328.4330 Severely_persistent: rms_fgdepar=1619.4353, expected range: 0.0000 2120.2002 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) MAOR9 : out of range
17 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=512.1991, expected range: 0.0000 2225.4451 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WGEB : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=1086.2222, expected range: 830.6786 1350.5842 Severely_persistent: rms_fgdepar=1086.2222, expected range: 831.6123 1350.4273 |
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| AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46004 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=15.8637, expected range: 0.0000 6.0380 Severe: avg_pge=0.8854, expected range: -0.6074 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) ELZC7 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=881.5610, expected range: 622.5893 1096.5475 Severe: rms_fgdepar=881.5610, expected range: 622.5893 1096.5475 |
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| All BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) WMO BLOCK 5 : all data missing
Severe: obs_number=0, expected range: 46.17 91.16 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 2101836 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=522.9045, expected range: -1218.3851 1102.1468 Severely_persistent: rms_fgdepar=522.9045, expected range: 0.0000 1196.1837 Severely_persistent: avg_pge=0.8919, expected range: -0.1380 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 2302615 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=724.4883, expected range: -1621.9418 1733.7254 Severely_persistent: rms_fgdepar=724.4883, expected range: 0.0000 1074.6925 Severely_persistent: avg_pge=0.9215, expected range: 0.0104 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 4101743 : out of range
27 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8504, expected range: -1.8318 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4402615 : out of range
5 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=302.8512, expected range: 0.0000 92.1737 Severely_persistent: avg_pge=0.8124, expected range: -0.0908 0.1199 |
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| MOORED BUOYS WIND VECTOR DIFF (M/S) 4600004 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=15.7944, expected range: 0.0000 6.8950 Severe: avg_pge=0.9161, expected range: -0.5044 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4602605 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=461.0429, expected range: 0.0000 185.0131 Severe: avg_pge=0.8690, expected range: -0.7214 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6203613 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-639.2944, expected range: -88.7423 92.2436 Severe: rms_fgdepar=657.3853, expected range: 0.0000 190.3091 Severe: avg_pge=0.9051, expected range: -0.3728 0.4787 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) EGYE : out of range
Severe: avg_fgdepar=-520.2371, expected range: -193.2364 198.1326 Severe: rms_fgdepar=739.7489, expected range: 0.0000 156.4788 |
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| METAR SURFACE PRESSURE (PA) KBIL : out of range
Severe: rms_fgdepar=337.6533, expected range: 0.0000 130.1616 |
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| METAR SURFACE PRESSURE (PA) OIHR : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=351.2408, expected range: 0.0000 179.3294 |
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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=-770.2833, expected range: -817.2899 -763.4756 Severely_persistent: rms_fgdepar=770.3692, expected range: 763.5714 817.2765 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-91.7554, expected range: -101.1587 -58.1044 Severely_persistent: rms_fgdepar=91.7572, expected range: 58.1314 101.1596 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-52.2871, expected range: -59.5254 -22.8886 Severely_persistent: rms_fgdepar=52.2945, expected range: 22.9537 59.5081 |
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| BUFR LAND SYNOP SNOW (CM) 08936 : out of range
Severe: rms_fgdepar=33.0345, expected range: 0.4388 6.4205 |
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| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71652 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=14.6038, expected range: -9.4966 14.3906 Severely_persistent: rms_fgdepar=14.6333, expected range: 0.0000 12.7664 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.1914, expected range: -16.8716 -10.1505 Severely_persistent: rms_fgdepar=13.3791, expected range: 10.3597 16.9330 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 94619 : out of range
12 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.2274, expected range: 0.0000 21.5310 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36736 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.8828, expected range: -9.7399 26.7302 Severely_persistent: rms_fgdepar=14.0617, expected range: 0.0000 25.7902 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 94619 : out of range
12 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.8199, expected range: 0.0000 22.6048 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 36736 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=13.8328, expected range: -9.6841 26.4107 Severely_persistent: rms_fgdepar=14.0123, expected range: 0.0000 25.4561 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 71652 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=14.3734, expected range: -9.6251 14.3574 Severely_persistent: rms_fgdepar=14.4142, expected range: 0.0000 12.7269 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
27 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.1464, expected range: -17.0339 -10.2039 Severely_persistent: rms_fgdepar=13.3320, expected range: 10.3895 17.1132 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 94619 : out of range
12 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.4901, expected range: 0.0000 21.8666 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71033 : out of range
Severe: avg_fgdepar=-12.2284, expected range: -5.0528 4.4012 Severe: rms_fgdepar=12.2317, expected range: 0.0000 5.0403 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71653 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=16.1834, expected range: -12.0891 19.1891 Severe: rms_fgdepar=16.3549, expected range: 0.0000 17.8233 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89828 : out of range
Severe: avg_fgdepar=13.7325, expected range: -5.1899 9.8639 Severe: rms_fgdepar=13.9740, expected range: 0.0000 9.0938 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 23518 : out of range
Severe: avg_fgdepar=-12.3691, expected range: -12.2036 7.3111 Severe: rms_fgdepar=12.3895, expected range: 0.0000 11.4674 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 23867 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.0685, expected range: 0.0000 3.8641 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 23946 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.4284, expected range: 0.0000 4.0117 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 27176 : out of range
Severe: avg_fgdepar=-12.6873, expected range: -8.2910 5.2399 Severe: rms_fgdepar=12.7439, expected range: 0.0000 7.7299 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 27653 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=11.5073, expected range: 0.0000 4.3050 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 29023 : out of range
Severe: rms_fgdepar=11.5457, expected range: 0.0000 3.9816 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 29348 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=10.2096, expected range: 0.0000 5.6025 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 29430 : out of range
Severe: rms_fgdepar=11.4071, expected range: 0.0000 3.5675 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 29638 : out of range
Severe: rms_fgdepar=10.0484, expected range: 0.0000 3.4863 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 29771 : out of range
Severe: rms_fgdepar=12.0183, expected range: 0.0000 7.7046 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 63832 : out of range
Severe: rms_fgdepar=10.9485, expected range: 0.0000 3.1566 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 82792 : out of range
Severe: rms_fgdepar=11.7616, expected range: 0.1965 3.5527 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) : out of range
Severe: rms_fgdepar=5.9512, expected range: 0.2998 2.9870 |
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| METAR 2M TEMPERATURE (K) EFJY : out of range
Severe: rms_fgdepar=11.8323, expected range: 0.0000 4.8996 |
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| METAR 2M TEMPERATURE (K) UNTT : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.5104, expected range: 0.0000 4.0697 |
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| METAR 2M TEMPERATURE (K) UOOO : out of range
Severe: rms_fgdepar=14.0592, expected range: 0.0000 9.2393 |
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| LAND TEMP 2M TEMPERATURE (K) 29634 : out of range
Severe: rms_fgdepar=10.5454, expected range: 0.0000 5.8973 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 23518 : out of range
Severe: avg_fgdepar=-12.4158, expected range: -12.2588 7.2628 Severe: rms_fgdepar=12.4355, expected range: 0.0000 11.5774 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 27176 : out of range
Severe: avg_fgdepar=-12.7545, expected range: -8.3351 5.1914 Severe: rms_fgdepar=12.8104, expected range: 0.0000 7.7974 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 29771 : out of range
Severe: rms_fgdepar=12.2825, expected range: 0.0000 7.7973 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 71653 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=16.8676, expected range: -11.7888 18.8075 Severe: rms_fgdepar=17.0299, expected range: 0.0000 17.4001 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 89828 : out of range
Severe: avg_fgdepar=13.1018, expected range: -3.9079 8.1353 Severe: rms_fgdepar=13.5819, expected range: 0.0000 8.0225 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI14A92 : out of range
Severe: rms_fgdepar=12.2042, expected range: 0.0000 4.4843 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
Severe: rms_fgdepar=5.9181, expected range: 0.5443 2.9192 |
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| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) 47430 : out of range
Severe: rms_fgdepar=30.2473, expected range: 2.0026 15.6476 |
 | |
| AUTOMATIC LAND SYNOP RH2M (%) 68527 : out of range
Severe: rms_fgdepar=32.5973, expected range: 0.0000 12.9462 |
 | |
| AUTOMATIC LAND SYNOP RH2M (%) 71001 : out of range
Severe: rms_fgdepar=35.0748, expected range: 0.0000 16.8815 |
 | |
| AUTOMATIC LAND SYNOP RH2M (%) 71195 : out of range
Severe: rms_fgdepar=34.1674, expected range: 0.3574 18.9253 |
 | |
| MANUAL LAND SYNOP RH2M (%) 29759 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=35.8874, expected range: 0.0000 9.8562 |
 | |
| MANUAL LAND SYNOP RH2M (%) 64700 : out of range
Severe: rms_fgdepar=35.9091, expected range: 1.9540 19.8275 |
 | |
| MANUAL LAND SYNOP RH2M (%) 65510 : out of range
Severe: rms_fgdepar=34.2611, expected range: 0.0000 15.5735 |
 | |
| MANUAL LAND SYNOP RH2M (%) 68538 : out of range
Severe: rms_fgdepar=31.1530, expected range: 0.0000 15.6917 |
 | |
| BUFR LAND SYNOP RH2M (%) 60226 : out of range
Severe: rms_fgdepar=36.7931, expected range: 0.0000 18.2781 |
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