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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-01-16 00:00
| amsua | ||
| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 10 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1558, expected range: 0.0618 0.1027 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.2050, expected range: 0.2391 0.2615 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.3307, expected range: -0.2809 -0.2772 |
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| AMSUA EARS | ||
| NOAA-18 AMSUA RADIANCES CHANNEL 13 : out of range
1 times in the last 10 days for at least one item Severe: avg_biascorr=-0.8067, expected range: -0.6046 -0.4530 |
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| iasi | ||
| METOP-B IASI RADIANCES CHANNEL 3165 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2693, expected range: -0.2412 -0.2242 |
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| METOP-B IASI RADIANCES CHANNEL 3244 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1481, expected range: -0.1220 -0.1013 |
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| METOP-B IASI RADIANCES CHANNEL 3252 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1971, expected range: -0.1762 -0.1571 |
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| METOP-B IASI RADIANCES CHANNEL 3312 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2934, expected range: -0.2725 -0.2490 |
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| METOP-C IASI RADIANCES CHANNEL 3165 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2444, expected range: -0.2152 -0.2030 |
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| METOP-C IASI RADIANCES CHANNEL 3244 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1479, expected range: -0.1230 -0.1069 |
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| cris | ||
| NOAA20 CRIS RADIANCES CHANNEL 39 : out of range
1 times in the last 10 days for at least one item Slight: stdev_fgdepar=0.1406, expected range: 0.1121 0.1368 |
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| NOAA20 CRIS RADIANCES CHANNEL 42 : out of range
1 times in the last 10 days for at least one item Slight: stdev_fgdepar=0.1381, expected range: 0.1026 0.1340 |
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| NOAA20 CRIS RADIANCES CHANNEL 51 : out of range
1 times in the last 10 days for at least one item Slight: stdev_fgdepar=0.1283, expected range: 0.0921 0.1258 |
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| airs | ||
| AQUA AIRS RADIANCES CHANNEL 250 : out of range
Considerable: stdev_fgdepar=0.2755, expected range: 0.2970 0.3356 |
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| mhs | ||
| NOAA-19 MHS ALLSKY RADIANCES CHANNEL 1 : out of range
7 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.1364, expected range: 0.1195 0.1263 |
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| NOAA-19 MHS ALLSKY RADIANCES CHANNEL 3 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.5612, expected range: 0.6164 0.6668 |
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| mwhs2 | ||
| FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 2 : out of range
7 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=1.2864, expected range: 0.7711 0.8736 Severely_persistent: avg_biascorr=-3.0108, expected range: -1.8361 -1.1967 |
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| FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 4 : out of range
10 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=1.0393, expected range: 0.6232 0.7120 Severely_persistent: avg_biascorr=-3.5946, expected range: -2.7052 -2.1417 |
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| FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 5 : out of range
10 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.9829, expected range: 0.6243 0.7543 Severely_persistent: avg_biascorr=-1.8013, expected range: -0.5019 0.1991 |
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| FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 6 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0944, expected range: 1.5342 2.2775 Severely_persistent: stdev_norm_fgdepar=0.9974, expected range: 0.5935 0.7094 Severely_persistent: stdev_norm_fgdepar=0.9658, expected range: 0.6076 0.7960 |
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| FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 7 : out of range
Considerable: obs_number=20320.0000, expected range: 23167.7307 31623.6443 |
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| atms | ||
| NOAA20 ATMS RADIANCES CHANNEL 14 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.3274, expected range: -0.2980 -0.2664 |
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| NPP ATMS RADIANCES CHANNEL 12 : out of range
2 times in the last 10 days for at least one item Slight: stdev_fgdepar=0.2483, expected range: 0.2098 0.2414 |
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| NPP ATMS RADIANCES CHANNEL 14 : out of range
8 times in the last 10 days for at least one item Slight: stdev_fgdepar=0.5417, expected range: 0.4300 0.5269 |
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| NOAA20 ATMS RADIANCES CHANNEL 12 : out of range
2 times in the last 10 days for at least one item Slight: stdev_fgdepar=0.2197, expected range: 0.1745 0.2116 |
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| NOAA20 ATMS RADIANCES CHANNEL 13 : out of range
5 times in the last 10 days for at least one item Slight: stdev_fgdepar=0.3320, expected range: 0.2648 0.3291 |
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| mwri | ||
| FY-3D MWRI RADIANCES CHANNEL 3 : out of range
6 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.7451, expected range: 0.6473 0.6976 |
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| FY-3D MWRI RADIANCES (5 channels affected) : out of range
Considerable: obs_number=2736.0000, expected range: 2876.2718 3432.9360 |
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| resat | ||
| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 410-411 (HPA) : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=0.8566, expected range: 0.1133 0.3333 |
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| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 1-2 (HPA) : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-0.0188, expected range: -0.0321 -0.0254 |
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| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 60760 PRESSURE LAYER 0-300 (HPA) : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=12.7344, expected range: -27.2896 36.8579 Severely_persistent: rms_fgdepar=12.7915, expected range: -22.9179 34.3258 Severely_persistent: avg_pge=0.8544, expected range: -1.4859 0.7500 |
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| LAND TEMP TEMPERATURE (K) 30758 PRESSURE LAYER 900-1200 (HPA) : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8469, expected range: -0.6664 0.7500 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 30 : all data missing
Severely_persistent: obs_number=0, expected range: 70.73 161.67 |
||
| LAND TEMP TEMPERATURE (K) 40856 (2 pressure layers affected) : out of range
Severe: avg_fgdepar=12.0746, expected range: -0.6018 0.7384 Severe: rms_fgdepar=12.1035, expected range: 0.1997 1.3030 Severe: avg_pge=0.9303, expected range: -0.0695 0.2068 |
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| LAND TEMP TEMPERATURE (K) 32098 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=6.4984, expected range: 0.0000 1.9409 Severe: avg_pge=0.8347, expected range: -0.1355 0.2180 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 28275 PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8451, expected range: -1.4485 0.7500 |
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| LAND TEMP Q (G/KG) 40856 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.5531, expected range: 0.0000 1.4506 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 29698 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: avg_pge=0.8368, expected range: -1.2101 0.7500 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 57993 PRESSURE LAYER 900-12 : out of range
Severe: rms_fgdepar=17.3133, expected range: 0.0000 6.1790 |
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| HIGH RESO LAND TEMP Q (G/KG) 94312 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=6.2461, expected range: 0.0000 5.3485 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 20 : all data missing
Severe: obs_number=0, expected range: 65.42 109.72 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=64.0000, expected range: 123.5388 167.1278 |
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| HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
Considerable: obs_number=5873.0000, expected range: 4268.4433 5155.3067 |
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| amdar | ||
| WIGOS AMDAR WIND VECTOR DIFF (M/S) M0VUIRJA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=17.2775, expected range: 0.0000 9.1376 Severe: avg_pge=0.8005, expected range: -0.1999 0.2535 |
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| ADS-C WIND VECTOR DIFF (M/S) 1FZYW3BA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=30.9810, expected range: 0.0000 11.5844 |
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| ADS-C WIND VECTOR DIFF (M/S) 0CU015BA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.4970, expected range: 0.0000 10.4684 |
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| ADS-C WIND VECTOR DIFF (M/S) XIFGRBBA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=31.6485, expected range: 0.0000 8.8834 |
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| ADS-C WIND VECTOR DIFF (M/S) 3N5BFFBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.2625, expected range: 0.0000 25.2282 |
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| ADS-C WIND VECTOR DIFF (M/S) MPLDPNBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.4683, expected range: 0.0000 14.5981 |
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| ADS-C WIND VECTOR DIFF (M/S) 0G01HUBA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=20.9332, expected range: 0.0000 9.6458 |
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| ADS-C WIND VECTOR DIFF (M/S) EGOZLAJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.5386, expected range: 0.0000 10.8715 |
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| ADS-C WIND VECTOR DIFF (M/S) 1NISBMJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.0496, expected range: 1.0867 7.3174 |
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| ADS-C WIND VECTOR DIFF (M/S) BREZHUJA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=23.6982, expected range: 0.0000 22.1869 |
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| ADS-C WIND VECTOR DIFF (M/S) LO5SVXJA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=30.7021, expected range: 0.4938 9.2557 |
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| ADS-C WIND VECTOR DIFF (M/S) PHX132RA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=26.4195, expected range: 0.0000 38.3456 |
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| ADS-C WIND VECTOR DIFF (M/S) GYOTA4ZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.4935, expected range: 0.0000 9.1223 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) UAL950 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=34.7402, expected range: 0.0000 14.1478 |
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| AIREP WIND VECTOR DIFF (M/S) AAL92 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.2010, expected range: 0.0000 9.5400 |
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| AIREP WIND VECTOR DIFF (M/S) BAW293 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=44.5342, expected range: -5.6607 13.9696 Severe: rms_fgdepar=59.5335, expected range: 0.0000 19.1761 |
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| AIREP WIND VECTOR DIFF (M/S) ACA854 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.8555, expected range: 0.0000 11.2054 |
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| AIREP WIND VECTOR DIFF (M/S) UAL84 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.9684, expected range: 0.0000 9.9470 |
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| AIREP WIND VECTOR DIFF (M/S) UAL106 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.5910, expected range: 0.0000 10.5770 |
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| AIREP WIND VECTOR DIFF (M/S) AAL36 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=30.9962, expected range: 0.0000 21.1842 |
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| AIREP WIND VECTOR DIFF (M/S) AFR008 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=27.4274, expected range: -0.7381 6.1425 Severe: rms_fgdepar=50.5988, expected range: 0.0000 9.5974 |
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| AIREP WIND VECTOR DIFF (M/S) BAW98 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.1009, expected range: 0.0000 33.4810 |
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| AIREP WIND VECTOR DIFF (M/S) VIR25B PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=32.1701, expected range: 0.0000 14.8687 |
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| AIREP WIND VECTOR DIFF (M/S) VIR4C PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=27.0519, expected range: 0.0000 11.4193 |
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| AIREP WIND VECTOR DIFF (M/S) BAW21G PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=40.9816, expected range: -7.6251 17.3169 Severe: rms_fgdepar=57.2371, expected range: 0.0000 29.0633 |
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| AIREP WIND VECTOR DIFF (M/S) LOT5V PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.7432, expected range: -12.9234 23.9465 Severe: rms_fgdepar=37.0640, expected range: 0.0000 25.3819 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 43110 PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=19.4128, expected range: 0.0000 10.1501 Severe: avg_pge=0.9113, expected range: -0.7585 0.7500 |
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| synop | ||
| MANUAL LAND SYNOP RH2M (%) 64870 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9508, expected range: -1.3145 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 31062 : out of range
15 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=730.0711, expected range: 0.0000 1254.4555 Severely_persistent: avg_pge=0.9110, expected range: -0.8485 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 95624 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9969, expected range: -2.0588 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87640 : out of range
Severe: rms_fgdepar=479.7395, expected range: 0.0000 152.5367 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 35582 : out of range
Severe: rms_fgdepar=306.1788, expected range: 0.0000 125.1703 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 38403 : out of range
Severe: avg_pge=0.8719, expected range: -0.8715 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42903 : out of range
Severe: avg_fgdepar=-539.6915, expected range: -644.2631 176.2257 Severe: rms_fgdepar=539.6915, expected range: 0.0000 644.2631 Severe: avg_pge=0.8992, expected range: 0.3455 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 91643 : out of range
Severe: rms_fgdepar=403.9908, expected range: 0.0000 97.1751 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 43353 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=529.5418, expected range: 0.0000 83.2773 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 76773 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=698.6409, expected range: -587.6414 324.0442 Severe: rms_fgdepar=698.6409, expected range: 0.0000 587.6414 Severe: avg_pge=0.8921, expected range: -1.1522 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40664 : out of range
Severe: avg_fgdepar=601.7980, expected range: -222.3145 198.8883 Severe: rms_fgdepar=601.7980, expected range: 0.0000 168.7578 Severe: avg_pge=0.9046, expected range: -0.5020 0.5896 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82588 : out of range
Severe: rms_fgdepar=413.5981, expected range: 0.0000 279.1684 Severe: avg_pge=0.8686, expected range: -0.9218 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 35739 : out of range
Severe: rms_fgdepar=383.2264, expected range: 0.0000 202.2319 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42939 : out of range
Severe: rms_fgdepar=497.0565, expected range: 0.0000 150.7952 |
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| MANUAL LAND SYNOP RH2M (%) 42026 : out of range
Severe: avg_fgdepar=51.3349, expected range: -59.4425 100.6651 Severe: rms_fgdepar=51.3349, expected range: 0.0000 100.6651 |
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| MANUAL LAND SYNOP RH2M (%) 87448 : out of range
Severe: rms_fgdepar=40.3908, expected range: 0.0000 14.7087 |
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| MANUAL LAND SYNOP RH2M (%) 94679 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9995, expected range: -1.9638 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71400 : out of range
Severe: rms_fgdepar=318.6503, expected range: 0.0000 107.5449 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71815 : out of range
Severe: rms_fgdepar=331.5008, expected range: 0.0000 119.0516 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71856 : out of range
Severe: rms_fgdepar=442.7943, expected range: 0.0000 191.5137 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71408 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.9054, expected range: -1.1257 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 24928 : out of range
Severe: rms_fgdepar=548.3990, expected range: 0.0000 313.8397 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71429 : out of range
Severe: rms_fgdepar=302.2392, expected range: 0.0000 159.2090 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71159 : out of range
Severe: rms_fgdepar=307.3531, expected range: 0.0000 159.4481 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 34759 : out of range
Severe: rms_fgdepar=403.9762, expected range: 0.0000 86.2509 |
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| BUFR LAND SYNOP RH2M (%) 94730 : out of range
Severe: rms_fgdepar=34.9035, expected range: 0.0000 7.3416 |
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| BUFR LAND SYNOP RH2M (%) 08184 : out of range
Severe: avg_fgdepar=60.7570, expected range: -23.7432 66.0225 Severe: rms_fgdepar=60.7570, expected range: 0.0000 66.0225 Severe: avg_pge=0.9772, expected range: -0.7351 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 15118 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=50.3294, expected range: -18.4286 37.9703 Severe: rms_fgdepar=50.3972, expected range: 0.0000 38.1956 |
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| BUFR LAND SYNOP RH2M (%) 10579 : out of range
Severe: rms_fgdepar=43.7856, expected range: 0.0000 14.4527 |
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| BUFR LAND SYNOP RH2M (%) 94679 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=50.9506, expected range: -25.6683 75.7376 Severe: rms_fgdepar=50.9506, expected range: 0.0000 75.7376 Severe: avg_pge=1.0000, expected range: -1.9945 0.7500 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) : out of range
3 times in the last 10 days for at least one item Considerable: obs_number=151.0000, expected range: 185.8889 229.2222 |
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| ship | ||
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRRA4 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=573.6700, expected range: -788.3118 1060.3407 Severely_persistent: rms_fgdepar=573.6700, expected range: -726.0410 1081.9390 Severely_persistent: avg_pge=0.8028, expected range: -1.3424 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK05 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8531, expected range: -1.2138 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) AUYL : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=569.4323, expected range: 384.5060 826.4079 Severely_persistent: rms_fgdepar=569.4323, expected range: 383.5706 827.6778 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) S6NQ : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=585.3548, expected range: 153.5116 1109.8463 Severely_persistent: rms_fgdepar=585.3548, expected range: 146.5157 1126.0573 Severely_persistent: avg_pge=0.8124, expected range: 0.6284 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3E3594 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-1051.4276, expected range: -2712.5476 2557.2005 Severe: rms_fgdepar=1051.4276, expected range: 0.0000 1552.4449 Severe: avg_pge=0.9145, expected range: -0.8457 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) LAJF7 : out of range
Severe: rms_fgdepar=510.5249, expected range: 0.0000 314.6920 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5VU9 : out of range
Severe: avg_fgdepar=-535.3965, expected range: -1251.4355 1443.9130 Severe: rms_fgdepar=535.4726, expected range: 0.0000 697.4407 Severe: avg_pge=0.8314, expected range: -0.6882 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 7JLP : out of range
Severe: avg_fgdepar=534.5488, expected range: -625.7749 827.1003 Severe: rms_fgdepar=534.5488, expected range: -616.6415 851.1880 |
 | |
| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 4301614 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8604, expected range: -1.3360 0.7500 |
 | |
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6401842 : out of range
Severe: avg_fgdepar=-751.4090, expected range: -345.1501 399.2684 Severe: rms_fgdepar=751.6281, expected range: 0.0000 334.1802 Severe: avg_pge=0.9303, expected range: -0.9038 0.7500 |
 | |
| snow | ||
| AUTOMATIC LAND SYNOP SNOW (CM) 11316 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-108.0506, expected range: -120.9602 -100.5068 Severely_persistent: rms_fgdepar=108.0506, expected range: 100.5068 120.9602 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=65.4203, expected range: 55.0197 75.8486 Severely_persistent: rms_fgdepar=65.4203, expected range: 55.0197 75.8486 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 11138 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-128.8496, expected range: -141.0826 -126.9178 Severely_persistent: rms_fgdepar=128.8496, expected range: 126.9178 141.0826 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-87.1741, expected range: -97.7337 -77.6832 |
||
| BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=87.1824, expected range: 77.6937 97.7535 |
||
| BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-64.1240, expected range: -69.5555 -59.1571 |
||
| BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=64.1324, expected range: 59.1788 69.5552 |
||
| BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-58.4434, expected range: -68.9754 -45.1559 |
||
| BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=58.4453, expected range: 45.1589 68.9764 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-85.8014, expected range: -83.2557 -72.9966 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=85.8115, expected range: 72.9840 83.2886 |
||
| BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-77.2664, expected range: -82.1343 -71.4495 |
||
| BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
10 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=77.2691, expected range: 71.4568 82.1324 |
||
| BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-83.9977, expected range: -88.2942 -81.4407 |
||
| BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=83.9996, expected range: 81.4619 88.3039 |
||
| BUFR LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=65.5758, expected range: 55.1660 76.0027 Severely_persistent: rms_fgdepar=65.5758, expected range: 55.1660 76.0027 |
 | |
| BUFR LAND SYNOP SNOW (CM) 08915 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-91.1981, expected range: -132.0401 -14.8846 Severely_persistent: rms_fgdepar=91.1981, expected range: 14.8846 132.0401 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-73.7407, expected range: -74.9919 -62.7880 |
||
| BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=73.7426, expected range: 62.7936 75.0012 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-60.1492, expected range: -65.0789 -53.7382 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=60.1528, expected range: 53.7453 65.0912 |
||
| BUFR LAND SYNOP SNOW (CM) 14006 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=58.3420, expected range: 34.6811 68.2898 Severely_persistent: rms_fgdepar=58.3420, expected range: 34.6811 68.2898 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-86.1036, expected range: -109.7292 -55.4580 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=86.1069, expected range: 55.5388 109.7022 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11CE6 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=50.9901, expected range: 42.5765 69.4577 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11CE6 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=50.9920, expected range: 42.5751 69.4670 |
||
| 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=-51.2578, expected range: -54.3184 -51.5299 |
||
| 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=51.2707, expected range: 51.5415 54.3228 |
||
| BUFR LAND SYNOP SNOW (CM) 47067 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=99.5730, expected range: 99.1822 99.8985 Severely_persistent: rms_fgdepar=99.5730, expected range: 99.1827 99.8981 |
 | |
| BUFR LAND SYNOP SNOW (CM) 01008 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-61.0508, expected range: -65.1173 -37.5592 Severely_persistent: rms_fgdepar=61.0518, expected range: 37.5663 65.1223 |
 | |
| BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=56.4864, expected range: 36.7141 60.2336 |
||
| BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
20 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=56.4919, expected range: 36.7223 60.2365 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-71.8254, expected range: -74.6565 -66.8844 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=71.8375, expected range: 66.8907 74.6700 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-60.0270, expected range: -67.3437 -59.2211 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=60.0271, expected range: 59.2223 67.3432 |
||
| BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-71.8243, expected range: -81.7488 -64.4880 |
||
| BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=71.8260, expected range: 64.4956 81.7504 |
||
| BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-59.4013, expected range: -67.3592 -48.2996 |
||
| BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=59.4014, expected range: 48.2995 67.3618 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-80.2005, expected range: -90.7909 -69.8313 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=80.2020, expected range: 69.8348 90.7967 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-80.6421, expected range: -85.3187 -77.4803 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
32 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=80.6445, expected range: 77.4903 85.3168 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-79.1339, expected range: -89.0366 -62.8513 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=79.1481, expected range: 62.8829 89.0284 |
||
| BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-71.4367, expected range: -81.3566 -63.9946 |
||
| BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=71.4467, expected range: 64.0137 81.3592 |
||
| MANUAL LAND SYNOP SNOW (CM) 17070 : out of range
Severe: rms_fgdepar=27.2010, expected range: -2.2059 2.7574 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 28886 : out of range
Severe: rms_fgdepar=15.3226, expected range: 0.0000 5.4221 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 17077 : out of range
Severe: rms_fgdepar=25.5258, expected range: -0.0805 0.1007 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 36208 : out of range
Severe: avg_fgdepar=-55.1407, expected range: -52.0117 -37.1002 Severe: rms_fgdepar=55.1407, expected range: 37.1002 52.0117 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 40708 : out of range
Severe: rms_fgdepar=19.6064, expected range: -2.3054 3.9881 |
 | |
| ROCOB TEMP SNOW (CM) 63301060 : out of range
Severe: avg_fgdepar=67.7073, expected range: 12.5429 73.6729 Severe: rms_fgdepar=67.7073, expected range: 12.5429 73.6729 |
 | |
| ROCOB TEMP SNOW (CM) 63307825 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=26.2995, expected range: 0.0000 11.9436 |
 | |
| BUFR LAND SYNOP SNOW (CM) 01091 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=26.5451, expected range: 0.0000 10.0227 |
 | |
| BUFR LAND SYNOP SNOW (CM) 28886 : out of range
Severe: rms_fgdepar=15.3226, expected range: 0.0000 5.4221 |
 | |
| BUFR LAND SYNOP SNOW (CM) 36208 : out of range
Severe: avg_fgdepar=-55.1407, expected range: -52.0117 -37.1002 Severe: rms_fgdepar=55.1407, expected range: 37.1002 52.0117 |
 | |
| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.8129, expected range: -14.2023 -2.9904 Severely_persistent: rms_fgdepar=13.8941, expected range: 4.6342 13.8714 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24790 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.1818, expected range: -14.0358 5.8327 Severely_persistent: rms_fgdepar=13.4727, expected range: 0.0000 13.5901 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.2516, expected range: -15.6777 -4.9000 Severely_persistent: rms_fgdepar=13.4472, expected range: 5.4531 15.5911 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.1249, expected range: -22.8323 4.5480 Severely_persistent: rms_fgdepar=15.2201, expected range: 0.0000 22.8289 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.5083, expected range: -23.3188 8.3716 Severely_persistent: rms_fgdepar=16.5893, expected range: 0.0000 20.2891 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24588 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.6559, expected range: -16.9792 8.1982 Severely_persistent: rms_fgdepar=12.6935, expected range: 0.0000 16.1487 |
 | |
| METAR 2M TEMPERATURE (K) LTCB : out of range
23 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=16.4245, expected range: 8.1025 22.2163 Severely_persistent: rms_fgdepar=16.5091, expected range: 8.2053 22.2747 |
 | |
| METAR 2M TEMPERATURE (K) VECX : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.8711, expected range: -15.7592 -7.8080 Severely_persistent: rms_fgdepar=16.9633, expected range: 7.8113 16.0547 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 24790 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.2314, expected range: -14.0239 5.8187 Severely_persistent: rms_fgdepar=13.5214, expected range: 0.0000 13.5680 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.8267, expected range: -16.0345 -8.2460 Severely_persistent: rms_fgdepar=13.1702, expected range: 8.3468 16.3121 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.8629, expected range: -14.2523 -3.0404 Severely_persistent: rms_fgdepar=13.9438, expected range: 4.6732 13.9249 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 44224 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.3016, expected range: -15.7277 -4.9500 Severely_persistent: rms_fgdepar=13.4965, expected range: 5.5003 15.6414 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.1507, expected range: -22.8649 4.5001 Severely_persistent: rms_fgdepar=15.2455, expected range: 0.0000 22.8664 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.6308, expected range: -23.4335 8.3141 Severely_persistent: rms_fgdepar=16.7109, expected range: 0.0000 20.4571 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.3889, expected range: -22.1050 1.5989 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
16 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=16.3915, expected range: 0.0000 22.0499 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.1516, expected range: -15.7284 -11.0149 Severely_persistent: rms_fgdepar=13.2106, expected range: 11.0633 16.1174 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 06617 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.6947, expected range: -15.3283 10.4421 Severely_persistent: rms_fgdepar=15.7610, expected range: 0.0000 16.1080 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.8786, expected range: -19.3264 1.9454 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
15 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=13.8818, expected range: 0.0000 19.3883 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) 24588 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.6961, expected range: -17.0333 8.1531 Severely_persistent: rms_fgdepar=12.7334, expected range: 0.0000 16.2416 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI101CC : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.7971, expected range: -11.8724 10.7747 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI101CC : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=14.8495, expected range: -7.4050 12.2202 |
||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
4 times in the last 10 days for at least one item Severe: obs_number=1582.0000, expected range: 1901.5330 1932.3337 Considerable: obs_number=162.0000, expected range: 255.3324 397.4176 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 61091 : out of range
Severe: rms_fgdepar=10.4458, expected range: 0.0000 5.6107 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 32252 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.5042, expected range: -15.6307 10.2201 Severe: rms_fgdepar=12.5870, expected range: 0.0000 14.1887 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24462 : out of range
Severe: avg_fgdepar=-12.0368, expected range: -12.5383 3.6556 Severe: rms_fgdepar=12.0568, expected range: 0.0000 11.9058 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 29674 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-16.1654, expected range: -13.7568 9.2813 Severe: rms_fgdepar=16.1654, expected range: 0.0000 10.5030 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 35777 : out of range
Severe: rms_fgdepar=11.2626, expected range: 0.0000 4.6955 |
 | |
| METAR 2M TEMPERATURE (K) VABP : out of range
Severe: rms_fgdepar=11.9463, expected range: 1.4713 2.8642 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI15611 : out of range
Severe: rms_fgdepar=11.6228, expected range: 0.0000 5.4076 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13B42 : out of range
Severe: rms_fgdepar=11.7286, expected range: 1.0330 7.0765 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 32252 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.5782, expected range: -15.7054 10.1493 Severe: rms_fgdepar=12.6597, expected range: 0.0000 14.3434 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24462 : out of range
Severe: avg_fgdepar=-12.0868, expected range: -12.5883 3.6056 Severe: rms_fgdepar=12.1068, expected range: 0.0000 11.9724 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 08118 : out of range
Severe: rms_fgdepar=10.3603, expected range: 0.0000 5.7537 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI10CC9 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.4241, expected range: 0.7831 3.7956 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1D53B : out of range
Severe: avg_fgdepar=12.3992, expected range: -0.9717 9.7583 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1D53B : out of range
Severe: rms_fgdepar=12.4054, expected range: 0.0000 10.6237 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI15B1E : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.6485, expected range: -10.3809 6.7768 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI15B1E : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=12.6530, expected range: 0.0000 8.6051 |
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| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) 68747 : out of range
Severe: rms_fgdepar=32.0093, expected range: 0.0000 16.6940 |
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| AUTOMATIC LAND SYNOP RH2M (%) : out of range
1 times in the last 10 days for at least one item Severe: obs_number=1541.0000, expected range: 1847.5159 1903.1508 |
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| MANUAL LAND SYNOP RH2M (%) 76640 : out of range
Severe: rms_fgdepar=34.0267, expected range: 0.0000 17.5819 |
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| MANUAL LAND SYNOP RH2M (%) 94582 : out of range
Severe: rms_fgdepar=33.3381, expected range: 0.0000 17.1223 |
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| MANUAL LAND SYNOP RH2M (%) 87649 : out of range
Severe: rms_fgdepar=36.9716, expected range: 0.0000 13.3464 |
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| BUFR LAND SYNOP RH2M (%) 76640 : out of range
Severe: rms_fgdepar=36.5112, expected range: 0.0000 17.3840 |
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| BUFR LAND SYNOP RH2M (%) _MI1523B : out of range
Severe: rms_fgdepar=38.8845, expected range: 0.0000 19.7531 |
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