Operational Data Checking
An automatic data checking system has been implemented at ECMWF to trigger warnings in case of anomalies affecting the quality or the availability of the data assimilated by the model. Selected statistical parameters (number of observations, bias correction, and mean bias-corrected background, analysis departures and probability of gross error) are checked against an expected range. An appropriate alert message (including a time series plot) is generated if statistics are outside the specified ranges. A severity level (slight, considerable, severe) is assigned to each message depending on how far statistics are from the expected values. Two kinds of ranges are used by the automatic checking: Soft and Hard limits. Soft limits are updated automatically using statistics from the last twenty days (extremes are excluded during this process). Hard limits are adjusted manually when required.
Currently, the automatic checking is limited to data passing through the minimisation process (including VarBC passive data). It's being applied twice a day to the delayed cut-off 4D-VAR cycles (00 and 12) and four times a day to the early delivery assimilation system (00,06,12 and 18).
The alarm system results are based on feedback information from the ECMWF data assimilation and consequently reflect the ECMWF data usage. Although most warnings are related to data problems, they may on occasion also be related to model issues. Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice. ECMWF accepts no responsibility for actions taken on the basis of these results.
Delayed cut-off 4DVAR at 2021-01-12 00:00
| amsua | ||
| NOAA-18 AMSUA RADIANCES CHANNEL 9 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4978, expected range: -0.6349 -0.5832 |
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| All AQUA AMSUA ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 8540.90 10745.77 |
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| iasi | ||
| METOP-A IASI RADIANCES (24 channels affected) : out of range
Considerable: obs_number=2962.0000, expected range: 3123.1897 3724.4353 |
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| METOP-C IASI RADIANCES (219 channels affected) : out of range
Considerable: obs_number=10900.0000, expected range: 18150.6550 26284.4700 |
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| METOP-B IASI RADIANCES CHANNEL 2991 : out of range
1 times in the last 10 days for at least one item Slight: stdev_fgdepar=1.1788, expected range: 1.0522 1.1470 |
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| METOP-B IASI RADIANCES CHANNEL 2993 : out of range
1 times in the last 10 days for at least one item Slight: stdev_fgdepar=1.2139, expected range: 1.0706 1.1769 |
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| METOP-B IASI RADIANCES CHANNEL 3029 : out of range
Slight: stdev_fgdepar=1.1529, expected range: 1.0342 1.1257 |
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| METOP-B IASI RADIANCES CHANNEL 3107 : out of range
1 times in the last 10 days for at least one item Slight: stdev_fgdepar=1.2857, expected range: 1.1501 1.2418 |
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| METOP-B IASI RADIANCES CHANNEL 3110 : out of range
1 times in the last 10 days for at least one item Slight: stdev_fgdepar=1.2775, expected range: 1.1276 1.2291 |
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| METOP-B IASI RADIANCES CHANNEL 3160 : out of range
1 times in the last 10 days for at least one item Slight: stdev_fgdepar=1.2814, expected range: 1.1441 1.2444 |
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| cris | ||
| NPP CRIS RADIANCES CHANNEL 109 : out of range
2 times in the last 10 days for at least one item Considerable: avg_biascorr=0.1149, expected range: 0.1331 0.1666 |
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| airs | ||
| All AQUA AIRS ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 5037.43 24825.12 |
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| mhs | ||
| METOP-A MHS ALLSKY RADIANCES CHANNEL 3 : out of range
33 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.4382, expected range: 0.1370 0.1500 |
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| METOP-A MHS ALLSKY RADIANCES CHANNEL 4 : out of range
32 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.4027, expected range: 0.0549 0.1765 |
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| METOP-C MHS ALLSKY RADIANCES CHANNEL 3 : out of range
1 times in the last 10 days for at least one item Severe: obs_number=23495.0000, expected range: 47001.8161 49059.6839 |
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| METOP-C MHS ALLSKY RADIANCES CHANNEL 4 : out of range
1 times in the last 10 days for at least one item Severe: obs_number=22408.0000, expected range: 43236.5262 46522.8488 |
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| METOP-C MHS ALLSKY RADIANCES CHANNEL 5 : out of range
1 times in the last 10 days for at least one item Severe: obs_number=13742.0000, expected range: 25901.4480 28743.0520 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 10 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0953, expected range: -0.1327 -0.1296 |
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| ssmis | ||
| DMSP-17 SSMIS RADIANCES CHANNEL 10 : out of range
Considerable: avg_norm_fgdepar=-0.2263, expected range: -0.0918 0.0999 |
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| gpsro | ||
| All COSMIC-6 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 0.00 1254.21 |
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| All COSMIC2-E6 GPSRO RISING ALL HEIGHTS Global : all data missing
Severe: obs_number=0, expected range: 707.01 3244.26 |
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| METOP-C GRAS SETTING (24 impact heights affected) : out of range
Considerable: obs_number=792.0000, expected range: 1378.1806 2066.1944 |
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| scatt | ||
| METOP-C ASCAT WIND VECTOR DIFF (M/S) : out of range
Considerable: obs_number=20300.0000, expected range: 31487.9483 39545.3017 |
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| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-10.5620, expected range: -16.7182 6.8261 Severely_persistent: rms_fgdepar=10.5620, expected range: 0.0000 17.0108 Severely_persistent: avg_pge=0.9182, expected range: -0.8685 0.7500 |
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| LAND TEMP TEMPERATURE (K) 36096 PRESSURE LAYER 900-1200 (HPA) : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-9.3260, expected range: -10.9815 6.3045 Severely_persistent: rms_fgdepar=9.3260, expected range: 0.0000 11.5533 Severely_persistent: avg_pge=0.8951, expected range: -1.0711 0.7500 |
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| BUFR TEMP DESCENT TEMPERATURE (K) PRESSURE LAYER 900-1200 (HPA) : missing
5 times in the last 10 days for at least one item Severely_persistent: obs_number=0.0000, expected range: 0.0000 397.2003 |
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| LAND TEMP TEMPERATURE (K) 37055 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=8.1578, expected range: 0.0000 1.9670 |
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| LAND TEMP TEMPERATURE (K) 37055 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.9026, expected range: -0.3896 0.6557 |
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| LAND TEMP TEMPERATURE (K) 23330 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=9.7029, expected range: 0.0000 7.8261 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 34731 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=24.3790, expected range: -6.4980 23.5481 Severe: rms_fgdepar=25.4454, expected range: 0.0000 31.1012 Severe: avg_pge=0.8556, expected range: -0.6257 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 33393 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.9990, expected range: 0.0000 11.7476 Severe: avg_pge=0.8166, expected range: -0.4581 0.7408 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 37055 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_fgdepar=36.3257, expected range: -0.6475 5.8723 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 37055 (3 pressure layers affected) : out of range
Severe: rms_fgdepar=36.3295, expected range: 0.0000 6.4646 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 37055 (2 pressure layers affected) : out of range
Severe: avg_pge=0.9253, expected range: -0.2675 0.4032 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 51243 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: avg_pge=0.8230, expected range: -0.5754 0.7500 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 51463 PRESSURE LAYER 900-1200 (HPA : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-10.0982, expected range: -13.6614 7.1770 Severe: rms_fgdepar=10.0982, expected range: 0.0000 14.1971 Severe: avg_pge=0.9226, expected range: -1.4529 0.7500 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 59316 PRESSURE LAYER 0-300 : out of range
Severe: rms_fgdepar=17.9818, expected range: 1.9131 3.2636 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 56137 PRESSURE LAYER 0-300 : out of range
Severe: rms_fgdepar=25.3934, expected range: 0.0000 8.7457 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 04270 PRESSURE LAYER 900-12 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8789, expected range: -0.9343 0.7500 |
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| HIGH RESO LAND TEMP Q (G/KG) (4 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Severe: obs_number=65.0000, expected range: 125.7220 134.4780 Considerable: obs_number=288.0000, expected range: 372.5093 418.4907 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 40 : all data missing
Severe: obs_number=0, expected range: 60.87 169.41 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severe: obs_number=0, expected range: 36.70 203.55 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 95 : all data missing
Severe: obs_number=0, expected range: 76.08 160.49 |
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| All HIGH RESO LAND TEMP ALL LAYERS South pole : all data missing
Severe: obs_number=0, expected range: 26.15 254.43 |
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| LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=371.0000, expected range: 254.5682 331.1818 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (4 pressure layers affected) : out of range
Considerable: obs_number=912.0000, expected range: 1012.7885 1140.7115 |
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| amdar | ||
| WIGOS AMDAR TEMPERATURE (K) XDQGUURA PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=6.8160, expected range: 0.0000 1.2204 |
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| ADS-C WIND VECTOR DIFF (M/S) LMGZGNJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.9545, expected range: 0.0000 17.0473 |
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| ADS-C WIND VECTOR DIFF (M/S) WN5UC5RA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.8268, expected range: 0.0000 10.0134 |
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| ADS-C WIND VECTOR DIFF (M/S) S2AJLJZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=31.9563, expected range: -8.2122 16.9735 Severe: rms_fgdepar=40.4497, expected range: 0.0000 30.2702 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AAL70 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.3209, expected range: 0.0000 11.7708 |
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| AIREP WIND VECTOR DIFF (M/S) UAL931 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.2372, expected range: 0.0000 18.1788 |
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| AIREP WIND VECTOR DIFF (M/S) ETH552 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=27.6829, expected range: 0.0000 25.8548 |
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| AIREP WIND VECTOR DIFF (M/S) UAL989 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.3622, expected range: 0.0000 20.5944 |
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| AIREP WIND VECTOR DIFF (M/S) VIR4C PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.0551, expected range: 0.6484 5.8455 |
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| AIREP WIND VECTOR DIFF (M/S) BAW34N PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.1656, expected range: 0.0000 10.8383 |
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| synop | ||
| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 36974 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8234, expected range: -0.0921 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 41560 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=52.5314, expected range: -15.7999 99.8241 Severely_persistent: rms_fgdepar=52.5314, expected range: 0.0000 94.9803 |
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| MANUAL LAND SYNOP RH2M (%) 38933 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=59.8726, expected range: -94.2557 116.4707 Severely_persistent: rms_fgdepar=60.0803, expected range: -76.3850 110.0161 Severely_persistent: avg_pge=0.9062, expected range: -0.5721 0.6861 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71022 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8852, expected range: -1.3549 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 86350 : out of range
Severe: rms_fgdepar=313.2106, expected range: 0.0000 155.4840 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83952 : out of range
Severe: rms_fgdepar=319.0058, expected range: 0.0000 108.9809 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 35563 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=502.4847, expected range: 0.0000 204.1470 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40606 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=610.4168, expected range: 124.5889 531.0518 Severe: rms_fgdepar=610.4168, expected range: 124.5889 531.0518 Severe: avg_pge=0.8786, expected range: 0.4307 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 36259 : out of range
Severe: rms_fgdepar=543.7947, expected range: 0.0000 280.7848 |
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| MANUAL LAND SYNOP RH2M (%) 41218 : out of range
Severe: rms_fgdepar=36.1742, expected range: 0.0000 16.3885 |
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| MANUAL LAND SYNOP RH2M (%) 38598 : out of range
Severe: avg_fgdepar=53.2738, expected range: -32.2194 68.0230 Severe: rms_fgdepar=53.5524, expected range: 0.0000 66.0000 |
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| MANUAL LAND SYNOP RH2M (%) 38599 : out of range
Severe: avg_fgdepar=54.1791, expected range: -27.2151 65.8950 Severe: rms_fgdepar=54.4619, expected range: 0.0000 63.8063 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 11270 : out of range
Severe: avg_pge=0.8140, expected range: -0.9748 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 25941 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=405.0173, expected range: 0.0000 196.6127 Severe: avg_pge=0.8631, expected range: -0.6011 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48451 : out of range
Severe: rms_fgdepar=353.0195, expected range: 0.0000 117.7744 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 51542 : out of range
Severe: avg_pge=0.8053, expected range: -0.7876 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48952 : out of range
Severe: rms_fgdepar=374.2165, expected range: 0.0000 247.8968 Severe: avg_pge=0.8189, expected range: -0.3138 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 11272 : out of range
Severe: avg_pge=0.8063, expected range: 0.0876 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 16263 : out of range
Severe: avg_fgdepar=-718.7700, expected range: -156.6456 138.4551 Severe: rms_fgdepar=866.8172, expected range: 0.0000 79.4598 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 78016 : out of range
Severe: rms_fgdepar=589.1416, expected range: 0.0000 95.8810 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 61296 : out of range
Severe: rms_fgdepar=569.3555, expected range: 11.4225 99.0074 |
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| BUFR LAND SYNOP RH2M (%) 94637 : out of range
Severe: rms_fgdepar=33.9163, expected range: 0.0000 14.5890 |
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| ship | ||
| AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46185 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8307, expected range: 0.5590 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) KPDL : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9090, expected range: -0.0566 0.7500 |
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| AUTOMATIC SHIP SURFACE PRESSURE (PA) 46004 : out of range
Severe: rms_fgdepar=417.3286, expected range: 0.0000 198.1302 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRWQ2 : out of range
Severe: avg_pge=0.8646, expected range: -1.2070 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) ZMMC : out of range
Severe: avg_pge=0.8955, expected range: -0.6248 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V6532 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-675.0169, expected range: -1043.8990 907.3716 Severe: rms_fgdepar=675.0169, expected range: 0.0000 850.4297 Severe: avg_pge=0.8775, expected range: -1.0655 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5LJ2 : out of range
Severe: rms_fgdepar=398.5441, expected range: 0.0000 215.3869 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) CPR : out of range
Severe: avg_fgdepar=-712.2461, expected range: -213.7043 236.7744 Severe: rms_fgdepar=712.2461, expected range: 0.0000 326.1251 Severe: avg_pge=0.8739, expected range: -1.1412 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WCEU : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-752.2692, expected range: -892.8754 826.3886 Severe: rms_fgdepar=949.8881, expected range: 0.0000 958.8684 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 3301603 : out of range
Severe: rms_fgdepar=368.7909, expected range: 0.0000 97.8632 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 5601634 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-543.1074, expected range: -133.0527 214.6831 Severe: rms_fgdepar=551.4529, expected range: 0.0000 201.0812 Severe: avg_pge=0.8973, expected range: -0.7107 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6202695 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=318.6501, expected range: 0.0000 70.0625 Severe: avg_pge=0.8309, expected range: -0.1892 0.2457 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) SBSM : out of range
Severe: rms_fgdepar=315.4314, expected range: 0.0000 115.7468 |
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| snow | ||
| MANUAL LAND SYNOP SNOW (CM) 30815 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=54.7978, expected range: 51.5625 54.6992 Severely_persistent: rms_fgdepar=54.7978, expected range: 51.5625 54.6992 |
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| MANUAL LAND SYNOP SNOW (CM) 20107 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=81.4912, expected range: 43.0013 91.6222 Severely_persistent: rms_fgdepar=81.4912, expected range: 43.0013 91.6222 |
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| MANUAL LAND SYNOP SNOW (CM) 14009 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=60.6753, expected range: 7.9959 112.1624 Severely_persistent: rms_fgdepar=60.6753, expected range: 7.9959 112.1624 |
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| BUFR LAND SYNOP SNOW (CM) 47031 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=99.2250, expected range: 98.7410 100.5310 Severely_persistent: rms_fgdepar=99.2250, expected range: 98.7413 100.5308 |
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| BUFR LAND SYNOP SNOW (CM) 01091 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-67.6662, expected range: -68.5031 -63.1403 Severely_persistent: rms_fgdepar=67.6663, expected range: 63.1407 68.5030 |
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| BUFR LAND SYNOP SNOW (CM) 30815 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=54.9514, expected range: 51.7420 54.7906 Severely_persistent: rms_fgdepar=54.9514, expected range: 51.7420 54.7906 |
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| BUFR LAND SYNOP SNOW (CM) 01036 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-79.9251, expected range: -83.1240 -77.3720 Severely_persistent: rms_fgdepar=79.9276, expected range: 77.3730 83.1266 |
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| BUFR LAND SYNOP SNOW (CM) 20107 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=79.4997, expected range: 42.1704 89.1793 Severely_persistent: rms_fgdepar=79.4997, expected range: 42.1704 89.1793 |
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| BUFR LAND SYNOP SNOW (CM) 14009 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=60.6753, expected range: -42.3640 144.7706 Severely_persistent: rms_fgdepar=60.6753, expected range: 6.9295 109.6249 |
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| MANUAL LAND SYNOP SNOW (CM) 28138 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=17.1283, expected range: 0.0000 5.3264 |
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| ROCOB TEMP SNOW (CM) 63303750 : out of range
Severe: rms_fgdepar=16.7992, expected range: 7.5888 11.1922 |
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| ROCOB TEMP SNOW (CM) 64301370 : out of range
Severe: rms_fgdepar=34.8215, expected range: 0.0000 8.0750 |
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| ROCOB TEMP SNOW (CM) 63307051 : out of range
Severe: rms_fgdepar=15.3471, expected range: 0.0000 6.4609 |
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| ROCOB TEMP SNOW (CM) 64301451 : out of range
Severe: rms_fgdepar=24.3961, expected range: 3.7795 5.8862 |
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| BUFR LAND SYNOP SNOW (CM) 47050 : out of range
Severe: rms_fgdepar=70.2927, expected range: 99.7375 100.1974 |
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| BUFR LAND SYNOP SNOW (CM) 47070 : out of range
Severe: avg_fgdepar=99.7453, expected range: 98.7005 100.4073 Severe: rms_fgdepar=99.7453, expected range: 98.7009 100.4072 |
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| BUFR LAND SYNOP SNOW (CM) 15345 : out of range
Severe: rms_fgdepar=19.7020, expected range: -4.6809 6.3664 |
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| t2m | ||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-19.8932, expected range: -27.0962 8.0112 Severely_persistent: rms_fgdepar=19.8932, expected range: 0.0000 23.2631 Severely_persistent: avg_est_pge=0.8090, expected range: 0.0572 1.1332 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 48810 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.2183, expected range: -18.1744 -11.2277 Severely_persistent: rms_fgdepar=12.2263, expected range: 11.3242 18.3107 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-18.5400, expected range: -25.5504 20.7235 Severely_persistent: rms_fgdepar=18.5535, expected range: 0.0000 19.1963 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.6418, expected range: -17.1956 3.8883 Severely_persistent: rms_fgdepar=12.9403, expected range: 0.0000 17.5124 |
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| METAR 2M TEMPERATURE (K) LTCB : out of range
30 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=17.4442, expected range: 9.6940 22.3179 Severely_persistent: rms_fgdepar=17.4669, expected range: 10.0936 22.1598 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-18.1073, expected range: -27.2943 10.7539 Severely_persistent: rms_fgdepar=18.2002, expected range: 0.0000 23.2155 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-18.7034, expected range: -25.6836 20.6983 Severely_persistent: rms_fgdepar=18.7176, expected range: 0.0000 19.3654 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.9263, expected range: -17.1034 3.9100 Severely_persistent: rms_fgdepar=15.4908, expected range: 0.0000 17.4382 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 38932 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=12.2115, expected range: 0.0000 6.4837 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 40835 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.0246, expected range: 0.3733 5.1876 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 22106 : out of range
Severe: avg_fgdepar=-13.7132, expected range: -11.0950 6.7369 Severe: rms_fgdepar=13.8227, expected range: 0.0000 10.9475 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36806 : out of range
Severe: avg_fgdepar=-12.6782, expected range: -7.7501 2.6711 Severe: rms_fgdepar=12.6931, expected range: 0.0000 7.4408 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24136 : out of range
Severe: avg_fgdepar=-13.0275, expected range: -11.7786 5.4470 Severe: rms_fgdepar=13.0285, expected range: 0.0000 11.0746 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24076 : out of range
Severe: avg_fgdepar=-13.2681, expected range: -14.6685 10.9744 Severe: rms_fgdepar=13.2701, expected range: 0.0146 10.4933 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 14007 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.4494, expected range: 0.0000 3.7401 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36877 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.2125, expected range: -11.2451 3.7097 Severe: rms_fgdepar=14.5621, expected range: 0.0000 11.9182 |
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| METAR 2M TEMPERATURE (K) LOWG : out of range
Severe: rms_fgdepar=11.8173, expected range: 0.0000 5.3328 |
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| METAR 2M TEMPERATURE (K) MRLM : out of range
Severe: rms_fgdepar=10.0526, expected range: 0.0649 5.6265 |
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| METAR 2M TEMPERATURE (K) VYNT : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=12.9058, expected range: 3.0060 15.4520 Severe: rms_fgdepar=13.6049, expected range: 4.1472 15.1685 |
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| METAR 2M TEMPERATURE (K) ZWWW : out of range
Severe: rms_fgdepar=11.6326, expected range: 0.0000 4.7420 |
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| METAR 2M TEMPERATURE (K) VECX : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-17.2320, expected range: -11.8617 -2.6409 Severe: rms_fgdepar=17.5201, expected range: 3.4943 12.0166 |
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| LAND TEMP 2M TEMPERATURE (K) 23330 : out of range
Severe: avg_fgdepar=-13.0628, expected range: -4.0063 3.8875 Severe: rms_fgdepar=13.0628, expected range: 0.0000 3.5448 |
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| LAND TEMP 2M TEMPERATURE (K) 22522 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.5060, expected range: -8.0146 5.7333 Severe: rms_fgdepar=12.5060, expected range: -4.2864 7.8537 |
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| LAND TEMP 2M TEMPERATURE (K) 32098 : out of range
Severe: avg_fgdepar=-13.6997, expected range: -9.6853 0.6624 Severe: rms_fgdepar=13.6997, expected range: 0.0000 9.6477 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 01320 : out of range
Severe: rms_fgdepar=11.2921, expected range: 0.0747 6.0519 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 08232 : out of range
Severe: avg_fgdepar=-13.3404, expected range: -2.6728 3.6430 Severe: rms_fgdepar=13.4327, expected range: 0.0000 4.1666 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 06654 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=11.9687, expected range: 0.0000 6.1473 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 27415 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=14.8757, expected range: -7.3233 14.8544 Severe: rms_fgdepar=14.9481, expected range: 0.0000 14.7078 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 22106 : out of range
Severe: avg_fgdepar=-13.7401, expected range: -11.2885 6.8236 Severe: rms_fgdepar=13.8501, expected range: 0.0000 11.1795 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36806 : out of range
Severe: avg_fgdepar=-12.7282, expected range: -7.8001 2.6211 Severe: rms_fgdepar=12.7430, expected range: 0.0000 7.5123 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24136 : out of range
Severe: avg_fgdepar=-13.0959, expected range: -11.8720 5.4417 Severe: rms_fgdepar=13.0968, expected range: 0.0000 11.1748 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24076 : out of range
Severe: avg_fgdepar=-13.2178, expected range: -14.7724 11.0561 Severe: rms_fgdepar=13.2200, expected range: 0.0371 10.5465 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36877 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.2625, expected range: -11.2951 3.6597 Severe: rms_fgdepar=14.6040, expected range: 0.0000 11.9830 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
3 times in the last 10 days for at least one item Considerable: obs_number=306.0000, expected range: 335.9004 362.0996 |
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| rh2m | ||
| MANUAL LAND SYNOP RH2M (%) 16114 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=39.9107, expected range: 0.0000 7.2783 |
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| MANUAL LAND SYNOP RH2M (%) 14007 : out of range
Severe: rms_fgdepar=36.0946, expected range: 0.0000 16.8652 |
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| METAR RH2M (%) LSZB : out of range
Severe: rms_fgdepar=33.4065, expected range: 0.0000 19.0690 |
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