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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-05 00:00
| amsua | ||
| NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0579, expected range: -0.0749 -0.0695 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4795, expected range: -0.3936 -0.3730 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-1.0207, expected range: -0.9457 -0.9031 |
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| iasi | ||
| METOP-C IASI RADIANCES (220 channels affected) : out of range
Severe: obs_number=15379.0000, expected range: 22743.0318 23121.2182 |
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| mhs | ||
| NOAA-19 MHS ALLSKY RADIANCES CHANNEL 4 : out of range
Considerable: obs_number=12071.0000, expected range: 12679.4213 14878.5787 |
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| atms | ||
| NOAA20 ATMS RADIANCES CHANNEL 14 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1819, expected range: -0.2155 -0.2043 |
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| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 44373 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=9.5032, expected range: 0.0000 8.3918 |
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| LAND TEMP TEMPERATURE (K) 40745 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=7.8924, expected range: 0.0000 1.2587 Severe: avg_pge=0.8865, expected range: -0.0947 0.1293 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 42369 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=15.8115, expected range: 0.0000 6.7202 |
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| LAND TEMP Q (G/KG) 40766 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.1921, expected range: 0.0000 1.1067 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (3 pressure layers affected) : missing
Severe: obs_number=0.0000, expected range: 0.0000 282.2813 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 72261 PRESSURE LAYER 0-300 : out of range
Severe: avg_fgdepar=33.7744, expected range: -1.0258 8.5115 Severe: avg_pge=0.8724, expected range: -0.1169 0.3121 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 72261 (2 pressure layers af : out of range
Severe: rms_fgdepar=34.2456, expected range: 0.0000 9.7076 |
| |
| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : missing
2 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 263.1751 Considerable: obs_number=92.0000, expected range: 167.2857 185.1587 |
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| HIGH RESO LAND TEMP Q (G/KG) 72265 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=4.9477, expected range: 0.0000 1.4727 |
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| HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
2 times in the last 10 days for at least one item Severe: obs_number=178.0000, expected range: 86.2204 93.7796 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 20 : all data missing
Severe: obs_number=0, expected range: 121.07 156.93 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 24 : all data missing
Severe: obs_number=0, expected range: 60.01 173.13 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 78 : all data missing
Severe: obs_number=0, expected range: 103.36 147.22 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (4 pressure layers affected) : out of range
Considerable: obs_number=320.0000, expected range: 196.3402 269.9098 |
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| amdar | ||
| AMDAR TEMPERATURE (K) 00040340 PRESSURE LAYER 900-1200 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=9.5625, expected range: 0.0000 4.6687 Severe: avg_pge=0.9456, expected range: -0.4614 0.7500 |
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| AMDAR WIND VECTOR DIFF (M/S) JP9ZWUZM PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=18.7177, expected range: 0.0000 9.7492 |
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| AMDAR WIND VECTOR DIFF (M/S) PRESSURE LAYER 900-1200 (HPA) : missing
2 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 260.8013 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) W1VEITBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.2707, expected range: 0.0000 6.7779 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) JZ0UNXBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.3011, expected range: -2.5259 9.7091 Severe: rms_fgdepar=20.3011, expected range: 0.0000 10.8467 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) 1BBYR4JA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.5857, expected range: 0.0000 8.2083 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) N4OKGCRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=21.3113, expected range: -6.1390 14.7030 Severe: rms_fgdepar=22.7688, expected range: 0.0000 16.0767 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) CSAVDIRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.5906, expected range: -0.5637 6.8591 Severe: rms_fgdepar=21.9170, expected range: 0.0000 9.3144 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) ERWENVRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=21.7164, expected range: -1.1720 6.6602 Severe: rms_fgdepar=21.7164, expected range: 0.0000 7.7287 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) M04UIRJA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=16.2962, expected range: 0.0000 8.7599 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) WLLROZRA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=19.2614, expected range: 0.0000 10.6022 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) MJ5TSOZA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=18.5215, expected range: 0.0000 8.5838 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) V5BUISRA PRESSURE LAYER 600-900 (HP : out of range
Severe: rms_fgdepar=15.6923, expected range: 0.0000 6.3867 |
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| WIGOS AMDAR Q (G/KG) DVPUOFZA PRESSURE LAYER 900-1200 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-6.6099, expected range: -10.2668 3.3505 Severe: rms_fgdepar=6.6102, expected range: 0.0000 10.1458 |
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| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
3 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 453.0862 |
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| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) (2 pressure layers affected) : out of range
Considerable: obs_number=383.0000, expected range: 473.8334 623.6666 Considerable: obs_number=383.0000, expected range: 473.8334 623.6666 |
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| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=2104.0000, expected range: 2270.9903 2560.5097 |
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| synop | ||
| MANUAL LAND SYNOP RH2M (%) 42770 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=56.4478, expected range: -21.6504 114.6442 Severely_persistent: rms_fgdepar=56.4478, expected range: 0.0000 114.6442 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 17112 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-747.6094, expected range: -82.0421 115.5518 Severely_persistent: rms_fgdepar=747.6712, expected range: 0.0000 68.5947 Severely_persistent: avg_pge=0.9317, expected range: 0.0000 0.0000 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71613 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=521.3942, expected range: -715.4588 1285.6615 Severely_persistent: rms_fgdepar=626.0523, expected range: 0.0000 1670.2064 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 86748 : out of range
28 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-870.1561, expected range: -846.6094 -145.2519 Severely_persistent: rms_fgdepar=870.1561, expected range: 0.0000 1547.5535 Severely_persistent: avg_pge=0.9378, expected range: 0.1057 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71588 : out of range
10 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=520.6889, expected range: 335.9359 634.1155 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) _80779BD : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=740.4870, expected range: 649.0767 794.0563 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) _80779BD : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=740.8700, expected range: 650.0708 794.1054 |
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| AUTOMATIC LAND SYNOP RH2M (%) 18210 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-50.9169, expected range: -87.4552 37.4348 Severe: rms_fgdepar=51.0051, expected range: 0.0000 88.7352 Severe: avg_pge=0.8952, expected range: -1.5354 0.7500 |
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| AUTOMATIC LAND SYNOP RH2M (%) 68821 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=51.1284, expected range: -66.6063 94.2198 Severe: rms_fgdepar=51.1284, expected range: -61.2339 91.1603 Severe: avg_pge=0.9456, expected range: -1.4180 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 63210 : out of range
Severe: rms_fgdepar=44.3571, expected range: 0.0000 41.3271 Severe: avg_pge=0.9997, expected range: -0.7801 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 41170 : out of range
Severe: rms_fgdepar=42.6233, expected range: 0.0000 34.8113 Severe: avg_pge=0.9874, expected range: -0.0677 0.0848 |
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| MANUAL LAND SYNOP RH2M (%) 62259 : out of range
Severe: rms_fgdepar=40.9996, expected range: 0.0000 38.5761 Severe: avg_pge=0.9244, expected range: -0.0537 0.0749 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40670 : out of range
Severe: rms_fgdepar=345.4146, expected range: 0.0000 143.7708 Severe: avg_pge=0.8136, expected range: -0.1362 0.1545 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 60471 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8125, expected range: -0.1714 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40022 : out of range
Severe: rms_fgdepar=530.6463, expected range: 0.0000 171.1901 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 64285 : out of range
Severe: avg_fgdepar=1126.1886, expected range: -367.3711 658.5254 Severe: rms_fgdepar=1126.1886, expected range: 0.0000 658.5254 Severe: avg_pge=0.9433, expected range: -1.8089 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42187 : out of range
Severe: avg_pge=0.8236, expected range: -0.7285 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 31527 : out of range
Severe: rms_fgdepar=38.3030, expected range: 0.0000 15.2634 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 62455 : out of range
Severe: avg_fgdepar=-666.5667, expected range: -471.1736 495.2306 Severe: rms_fgdepar=683.2305, expected range: 0.0000 388.1277 Severe: avg_pge=0.9113, expected range: -1.1824 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 60467 : out of range
Severe: rms_fgdepar=393.3332, expected range: 10.7201 123.4079 |
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| ship | ||
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7QJ3 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=575.9726, expected range: -1167.0900 1576.1368 Severely_persistent: rms_fgdepar=575.9726, expected range: -1042.7891 1505.8281 Severely_persistent: avg_pge=0.8289, expected range: -1.5173 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6FR3 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-593.5939, expected range: -1059.0641 874.0173 Severely_persistent: rms_fgdepar=593.5939, expected range: 91.0450 801.3938 Severely_persistent: avg_pge=0.8534, expected range: 0.5090 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 45024 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-524.3458, expected range: -745.6186 -9.9591 Severely_persistent: rms_fgdepar=525.4264, expected range: 22.7417 740.4357 Severely_persistent: avg_pge=0.9007, expected range: 0.5601 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRIB2 : out of range
Severe: avg_fgdepar=664.9311, expected range: -282.1344 319.4090 Severe: rms_fgdepar=665.9927, expected range: 0.0000 178.5453 Severe: avg_pge=0.8450, expected range: -0.1352 0.1511 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA4638 : out of range
Severe: avg_fgdepar=-738.2039, expected range: -800.9838 -29.3032 Severe: rms_fgdepar=738.2039, expected range: 29.3032 800.9838 Severe: avg_pge=0.8778, expected range: 0.5341 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WDJ3199 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=485.4278, expected range: 0.0000 246.8281 Severe: avg_pge=0.8207, expected range: -1.1246 0.7500 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 2302618 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8606, expected range: 0.0756 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6102800 : out of range
Severe: rms_fgdepar=493.4981, expected range: 0.0000 169.9964 Severe: avg_pge=0.8729, expected range: -0.2043 0.2758 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6102797 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.8403, expected range: -1.6339 0.7500 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) EGOS : out of range
Severe: rms_fgdepar=311.7619, expected range: 0.0000 145.8227 |
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| METAR SURFACE PRESSURE (PA) LIBT : out of range
Severe: rms_fgdepar=531.7328, expected range: 0.0000 209.6252 |
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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=53.1192, expected range: 51.6229 127.0108 Severely_persistent: rms_fgdepar=53.1192, expected range: 51.6229 127.0108 |
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| ROCOB TEMP SNOW (CM) 63301060 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=60.0740, expected range: 62.7357 79.7207 Severely_persistent: rms_fgdepar=60.0740, expected range: 62.7357 79.7207 |
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| ROCOB TEMP SNOW (CM) 64301321 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=53.2619, expected range: 48.9872 56.2598 Severely_persistent: rms_fgdepar=53.2619, expected range: 48.9872 56.2598 |
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| BUFR LAND SYNOP SNOW (CM) _MF11A70 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-51.2534, expected range: -96.0952 -35.3840 |
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| BUFR LAND SYNOP SNOW (CM) _MF11A70 : out of range
32 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=51.2720, expected range: 35.3957 96.1007 |
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| BUFR LAND SYNOP SNOW (CM) _MF1DB41 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-56.0320, expected range: -61.6029 -47.8813 |
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| BUFR LAND SYNOP SNOW (CM) _MF1DB41 : out of range
36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=56.1256, expected range: 47.9557 61.5711 |
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| BUFR LAND SYNOP SNOW (CM) 01361 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=51.9125, expected range: 36.1711 52.2894 Severely_persistent: rms_fgdepar=51.9126, expected range: 36.1791 52.2898 |
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| BUFR LAND SYNOP SNOW (CM) 22271 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=53.4905, expected range: 41.5370 55.8172 Severely_persistent: rms_fgdepar=53.4905, expected range: 41.5370 55.8172 |
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| BUFR LAND SYNOP SNOW (CM) 01003 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-77.4654, expected range: -87.6337 -74.3361 Severely_persistent: rms_fgdepar=77.4654, expected range: 74.3361 87.6337 |
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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=53.1386, expected range: 51.4955 127.7050 Severely_persistent: rms_fgdepar=53.1386, expected range: 51.4955 127.7050 |
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| 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=-713.9599, expected range: -727.2457 -717.3723 |
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| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=713.9619, expected range: 717.3739 727.2469 |
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| BUFR LAND SYNOP SNOW (CM) _MI161D5 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=66.5486, expected range: 58.5354 73.6965 |
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| BUFR LAND SYNOP SNOW (CM) _MI161D5 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=66.5630, expected range: 58.5479 73.7308 |
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| 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=-81.8671, expected range: -84.3113 -69.6910 |
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| 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=81.8764, expected range: 69.7783 84.2839 |
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| BUFR LAND SYNOP SNOW (CM) _MI11AD6 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=80.1595, expected range: 57.2550 74.1076 |
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| BUFR LAND SYNOP SNOW (CM) _MI11AD6 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=80.1922, expected range: 57.3248 74.1158 |
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| BUFR LAND SYNOP SNOW (CM) 01008 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-92.4690, expected range: -95.9938 -91.9735 Severely_persistent: rms_fgdepar=92.4691, expected range: 91.9734 95.9940 |
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| BUFR LAND SYNOP SNOW (CM) 01429 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=51.7295, expected range: 47.8623 56.2219 Severely_persistent: rms_fgdepar=51.7299, expected range: 47.8648 56.2234 |
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| BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-59.1167, expected range: -97.1529 -52.0271 |
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| BUFR LAND SYNOP SNOW (CM) _MI1BB4C : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=59.1249, expected range: 52.0348 97.1692 |
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| BUFR LAND SYNOP SNOW (CM) _MI135AD : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-60.8718, expected range: -73.5483 -22.6824 |
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| BUFR LAND SYNOP SNOW (CM) _MI135AD : out of range
18 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=60.8744, expected range: 22.7202 73.5696 |
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| BUFR LAND SYNOP SNOW (CM) _MI1A5CE : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-54.2281, expected range: -66.7495 -23.9137 |
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| BUFR LAND SYNOP SNOW (CM) _MI1A5CE : out of range
14 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=54.2514, expected range: 24.0147 66.7656 |
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| BUFR LAND SYNOP SNOW (CM) _MI1B83F : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=65.5489, expected range: 54.5482 73.8964 |
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| BUFR LAND SYNOP SNOW (CM) _MI1B83F : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=65.5512, expected range: 54.5839 73.9302 |
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| BUFR LAND SYNOP SNOW (CM) _MI196EF : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=100.0000, expected range: 100.0000 100.0000 |
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| BUFR LAND SYNOP SNOW (CM) _MI196EF : out of range
36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=100.0000, expected range: 100.0000 100.0000 |
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| MANUAL LAND SYNOP SNOW (CM) 31011 : out of range
Severe: rms_fgdepar=15.0827, expected range: 0.0000 6.9441 |
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| MANUAL LAND SYNOP SNOW (CM) 24951 : out of range
Severe: rms_fgdepar=16.8480, expected range: 0.0000 7.1614 |
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| MANUAL LAND SYNOP SNOW (CM) 22271 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=52.1012, expected range: 41.0199 54.0900 Severe: rms_fgdepar=52.1012, expected range: 41.0199 54.0900 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
Severe: avg_fgdepar=53.0716, expected range: 23.0127 52.1079 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
Severe: rms_fgdepar=53.1265, expected range: 23.0481 52.1185 |
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| BUFR LAND SYNOP SNOW (CM) : out of range
6 times in the last 10 days for at least one item Slight: avg_fgdepar=-32.8490, expected range: -30.7768 -25.9654 Slight: rms_fgdepar=321.3316, expected range: 269.1355 317.9578 |
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| t2m | ||
| LAND TEMP 2M TEMPERATURE (K) 65503 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.3556, expected range: -20.1911 6.7814 Severely_persistent: rms_fgdepar=12.3709, expected range: 0.0000 21.4219 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range
29 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-17.0174, expected range: -18.5432 -7.5191 Severely_persistent: rms_fgdepar=17.0174, expected range: 7.8545 18.6386 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.3118, expected range: -18.8548 -4.3469 Severely_persistent: rms_fgdepar=12.8509, expected range: 4.1473 19.5489 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 68722 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.1999, expected range: -12.5830 10.6793 Severe: rms_fgdepar=12.2064, expected range: 0.0000 10.7091 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 52955 : out of range
Severe: avg_fgdepar=12.2466, expected range: -12.6695 15.8970 Severe: rms_fgdepar=12.2466, expected range: 0.0000 11.0408 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 52866 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=13.1137, expected range: -12.0173 15.1984 Severe: rms_fgdepar=13.1137, expected range: 0.0000 12.5453 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 67983 : out of range
Severe: rms_fgdepar=10.9774, expected range: 0.0000 3.9628 |
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| LAND TEMP 2M TEMPERATURE (K) 35394 : out of range
Severe: avg_fgdepar=19.3171, expected range: -2.0870 6.2754 Severe: rms_fgdepar=19.3171, expected range: 0.0000 5.0336 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 38318 : out of range
Severe: rms_fgdepar=12.0812, expected range: 0.9817 5.3430 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 68719 : out of range
Severe: avg_fgdepar=-12.8515, expected range: -11.3820 6.5432 Severe: rms_fgdepar=12.8515, expected range: -5.8440 11.1466 |
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| rh2m | ||
| BUFR LAND SYNOP RH2M (%) 13585 : out of range
Severe: rms_fgdepar=37.4625, expected range: 0.0000 21.3859 |
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