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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-02 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=-0.0599, expected range: -0.0801 -0.0695 |
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| NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2439, expected range: -0.3260 -0.3185 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.3441, expected range: 0.3026 0.3063 |
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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=-0.4680, expected range: -0.3936 -0.3575 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 20 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0116, expected range: -0.0621 -0.0209 |
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| NPP ATMS RADIANCES CHANNEL 21 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1736, expected range: 0.0931 0.1371 |
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| NPP ATMS RADIANCES CHANNEL 13 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2494, expected range: -0.2996 -0.2951 |
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| NOAA20 ATMS RADIANCES CHANNEL 14 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1868, expected range: -0.2248 -0.2043 |
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| Atmospheric Motion Vector | ||
| AQUA MODIS CLEAR WV WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=486.0000, expected range: 39.0118 261.4521 |
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| Radiosondes | ||
| LAND TEMP Q (G/KG) 42809 PRESSURE LAYER 900-1200 (HPA) : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-7.6207, expected range: -6.4715 8.1643 Severely_persistent: rms_fgdepar=7.6820, expected range: 0.0000 11.7253 |
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| LAND TEMP TEMPERATURE (K) 37259 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=7.7396, expected range: 0.4036 1.9360 |
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| LAND TEMP TEMPERATURE (K) 29862 PRESSURE LAYER 900-1200 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8913, expected range: -0.9178 0.7500 |
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| LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=5.4265, expected range: 0.0784 2.7063 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 25403 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_fgdepar=20.5460, expected range: -2.6670 7.9739 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 25403 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=20.9111, expected range: 0.0000 8.7922 Severe: avg_pge=0.8582, expected range: -0.3687 0.4841 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 42971 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=18.6688, expected range: 0.0000 6.3288 |
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| LAND TEMP Q (G/KG) 98444 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.8744, expected range: 0.3838 1.2656 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 51839 PRESSURE LAYER 300-60 : out of range
Severe: rms_fgdepar=17.1529, expected range: 0.0000 8.0985 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : out of range
Considerable: rms_fgdepar=1.2395, expected range: 0.4733 0.9333 |
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| amdar | ||
| MODE-S WIND VECTOR DIFF (M/S) MEA2D5E PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.5189, expected range: 0.0000 7.1317 |
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| ADS-C WIND VECTOR DIFF (M/S) 0N413JRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.1442, expected range: 0.0000 20.4719 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AAL728 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=24.2269, expected range: 0.0000 20.3263 |
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| synop | ||
| MANUAL LAND SYNOP RH2M (%) 42770 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=52.3016, expected range: -35.6474 119.3012 Severely_persistent: rms_fgdepar=52.3016, expected range: 0.0000 119.3012 Severely_persistent: avg_pge=0.9999, expected range: -1.8417 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42714 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9234, expected range: -1.7158 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 86748 : out of range
25 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=313.2235, expected range: 327.3733 1176.7302 Severely_persistent: avg_pge=0.8227, expected range: -0.1131 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71588 : out of range
8 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=516.5968, expected range: 341.5496 657.0175 |
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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=709.3001, expected range: 590.8848 845.8792 |
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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=709.6183, expected range: 591.2634 846.4542 |
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| AUTOMATIC LAND SYNOP RH2M (%) 18210 : out of range
Severe: avg_pge=0.8399, expected range: -0.0527 0.0913 |
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| AUTOMATIC LAND SYNOP RH2M (%) 68353 : out of range
Severe: avg_fgdepar=-54.8696, expected range: -26.7109 21.2414 Severe: rms_fgdepar=54.8696, expected range: 0.0000 18.2569 Severe: avg_pge=0.9493, expected range: 0.0017 0.0038 |
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| MANUAL LAND SYNOP RH2M (%) 42463 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=49.0151, expected range: 12.7657 26.2983 |
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| MANUAL LAND SYNOP RH2M (%) 42516 : out of range
Severe: rms_fgdepar=30.2332, expected range: 0.0000 9.7098 |
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| MANUAL LAND SYNOP RH2M (%) 36546 : out of range
Severe: avg_pge=0.8093, expected range: -0.1271 0.1544 |
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| MANUAL LAND SYNOP RH2M (%) 42469 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=40.7946, expected range: 4.0490 40.5182 Severe: avg_pge=0.8346, expected range: -0.3572 0.5827 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42557 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8012, expected range: -1.0908 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42077 : out of range
Severe: rms_fgdepar=333.9668, expected range: 0.0000 250.0650 Severe: avg_pge=0.8187, expected range: -1.0225 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 60522 : out of range
Severe: avg_fgdepar=51.3227, expected range: -20.4604 23.1092 Severe: rms_fgdepar=51.3227, expected range: 0.0000 20.5321 |
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| BUFR LAND SYNOP RH2M (%) 60507 : out of range
Severe: rms_fgdepar=48.2921, expected range: 0.0000 17.4451 |
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| BUFR LAND SYNOP RH2M (%) 72268 : out of range
Severe: rms_fgdepar=37.2086, expected range: 0.0000 4.7586 |
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| BUFR LAND SYNOP RH2M (%) 25129 : out of range
Severe: avg_pge=0.8292, expected range: -0.1510 0.2193 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 36090 : out of range
Severe: rms_fgdepar=460.9305, expected range: 0.0000 94.3458 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 33511 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8045, expected range: -1.3557 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 24753 : out of range
Severe: rms_fgdepar=577.3936, expected range: 0.0000 162.2306 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48435 : out of range
Severe: rms_fgdepar=305.6933, expected range: 0.0000 113.4713 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 56966 : out of range
Severe: rms_fgdepar=308.1760, expected range: 0.0000 123.4659 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 62309 : out of range
Severe: rms_fgdepar=567.9592, expected range: 33.8153 178.0753 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 13369 : out of range
Severe: rms_fgdepar=600.4800, expected range: 0.0000 187.0021 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=386.0000, expected range: 442.7849 514.5484 |
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| ship | ||
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6FR3 : out of range
9 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=567.9597, expected range: 0.0000 1525.4896 Severely_persistent: avg_pge=0.8098, expected range: 0.3487 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WTEA : out of range
27 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-1311.8207, expected range: -2795.7778 1965.6988 Severely_persistent: rms_fgdepar=1321.2279, expected range: 0.0000 2648.1330 |
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| SHIP WIND VECTOR DIFF (M/S) WXY6216 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=20.4176, expected range: -2.8493 23.1769 Severe: rms_fgdepar=20.9129, expected range: 0.0000 25.3274 Severe: avg_pge=0.9225, expected range: 0.4411 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRKE9 : out of range
Severe: rms_fgdepar=18.3995, expected range: 0.0000 10.0326 Severe: avg_pge=0.8688, expected range: -0.6247 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) WACW : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.9060, expected range: -1.3038 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6SA3 : out of range
Severe: rms_fgdepar=349.8437, expected range: 0.0000 44.2737 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) ONLD : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-568.0980, expected range: -1145.9438 878.3450 Severe: rms_fgdepar=568.0980, expected range: 0.0000 1046.7271 Severe: avg_pge=0.8411, expected range: -1.3030 0.7500 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 4602724 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=616.5904, expected range: -1508.0126 1183.7084 Severely_persistent: rms_fgdepar=617.1832, expected range: 0.0000 909.1935 Severely_persistent: avg_pge=0.9163, expected range: 0.2317 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6501674 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=542.5915, expected range: -1440.9202 1262.5961 Severely_persistent: rms_fgdepar=543.5873, expected range: 0.0000 1013.3540 Severely_persistent: avg_pge=0.9000, expected range: -0.1908 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4101719 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=637.7929, expected range: -155.0785 173.7595 Severely_persistent: rms_fgdepar=637.8323, expected range: -524.6186 714.9368 Severely_persistent: avg_pge=0.9097, expected range: -1.4452 0.7500 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) FQIN : out of range
Severe: rms_fgdepar=422.4775, expected range: 0.0000 146.0599 |
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| METAR SURFACE PRESSURE (PA) PALP : out of range
Severe: rms_fgdepar=475.4198, expected range: 0.0000 119.0322 |
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| METAR SURFACE PRESSURE (PA) DAOY : out of range
Severe: rms_fgdepar=323.0297, expected range: 0.0000 178.1669 |
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| snow | ||
| ROCOB TEMP SNOW (CM) 63301060 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=65.7018, expected range: 61.8601 86.3884 Severely_persistent: rms_fgdepar=65.7018, expected range: 61.8601 86.3884 |
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| BUFR LAND SYNOP SNOW (CM) _MF11A70 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-53.2268, expected range: -93.7698 -53.4186 |
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| BUFR LAND SYNOP SNOW (CM) _MF11A70 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=53.2332, expected range: 53.4306 93.7763 |
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| BUFR LAND SYNOP SNOW (CM) _MF1DB41 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-55.3816, expected range: -69.6388 -44.7401 |
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| BUFR LAND SYNOP SNOW (CM) _MF1DB41 : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=55.3839, expected range: 44.7103 69.7880 |
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| BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-54.1456, expected range: -72.2770 -49.7710 |
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| BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=54.1534, expected range: 49.7675 72.3404 |
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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=-79.7504, expected range: -85.1563 -79.8382 Severely_persistent: rms_fgdepar=79.7504, expected range: 79.8382 85.1563 |
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| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
28 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-722.6732, expected range: -728.9810 -710.1299 |
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| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
28 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=722.6737, expected range: 710.1324 728.9825 |
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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=62.1534, expected range: 63.7447 72.5656 |
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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=62.1580, expected range: 63.7912 72.5607 |
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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=-77.5321, expected range: -116.6665 -50.7258 |
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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=77.5397, expected range: 50.6599 116.8909 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
30 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=72.5151, expected range: 59.9889 76.6655 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
30 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=72.5219, expected range: 60.0209 76.6813 |
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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=64.8783, expected range: 59.6445 70.6923 |
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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=64.9167, expected range: 59.7581 70.6491 |
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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=-92.7773, expected range: -96.1314 -92.9733 Severely_persistent: rms_fgdepar=92.7774, expected range: 92.9733 96.1316 |
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| BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=50.0174, expected range: 48.4129 103.4156 |
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| BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=50.0202, expected range: 48.4196 103.4231 |
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| BUFR LAND SYNOP SNOW (CM) 01429 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=53.0190, expected range: 44.8298 56.4861 Severely_persistent: rms_fgdepar=53.0210, expected range: 44.8306 56.4891 |
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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=-66.1739, expected range: -89.6617 -65.5194 |
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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=66.1811, expected range: 65.5241 89.6807 |
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| BUFR LAND SYNOP SNOW (CM) _MI135AD : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-61.7964, expected range: -61.2153 -15.8720 |
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| BUFR LAND SYNOP SNOW (CM) _MI135AD : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=61.7995, expected range: 15.9493 61.2405 |
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| BUFR LAND SYNOP SNOW (CM) _MF1C1DE : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-57.7158, expected range: -114.7075 -51.3925 |
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| BUFR LAND SYNOP SNOW (CM) _MF1C1DE : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=57.7180, expected range: 51.3975 114.7193 |
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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=62.1322, expected range: 55.7181 73.6018 |
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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=62.1353, expected range: 55.8276 73.6062 |
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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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| ROCOB TEMP SNOW (CM) 63308284 : out of range
Severe: rms_fgdepar=23.6474, expected range: -1.1769 2.1597 |
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| ROCOB TEMP SNOW (CM) 64301727 : out of range
Severe: rms_fgdepar=40.5931, expected range: 1.1304 9.1600 |
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| BUFR LAND SYNOP SNOW (CM) 13492 : out of range
Severe: rms_fgdepar=35.5356, expected range: -0.8278 1.0130 |
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| BUFR LAND SYNOP SNOW (CM) _MI1A5CE : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-57.7041, expected range: -60.5794 -14.9915 |
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| BUFR LAND SYNOP SNOW (CM) _MI1A5CE : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=57.7066, expected range: 15.0138 60.6638 |
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| BUFR LAND SYNOP SNOW (CM) : out of range
Severe: rms_fgdepar=27.7542, expected range: -0.8612 1.2861 |
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| t2m | ||
| BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range
25 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-17.6065, expected range: -15.9369 -8.0881 Severely_persistent: rms_fgdepar=17.6167, expected range: 8.1423 16.2395 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 36974 : out of range
Severe: avg_fgdepar=12.2021, expected range: -8.9005 14.4506 Severe: rms_fgdepar=12.2021, expected range: 0.0000 12.7883 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36090 : out of range
Severe: rms_fgdepar=11.3363, expected range: 0.0000 6.4165 |
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| METAR 2M TEMPERATURE (K) KOCF : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.0346, expected range: 1.5727 4.8106 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
Considerable: obs_number=147.0000, expected range: 224.7278 282.5222 |
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| rh2m | ||
| MANUAL LAND SYNOP RH2M (%) 25121 : out of range
Severe: rms_fgdepar=31.6824, expected range: 0.0000 17.5626 |
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| MANUAL LAND SYNOP RH2M (%) 07775 : out of range
Severe: rms_fgdepar=39.7870, expected range: 0.0000 16.9575 |
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| BUFR LAND SYNOP RH2M (%) : out of range
Considerable: obs_number=143.0000, expected range: 198.1735 299.8265 |
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