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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-11 00:00
| amsua | ||
| NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0848, expected range: 0.1542 0.2004 |
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| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 6 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4075, expected range: -0.3808 -0.3520 |
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| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2433, expected range: -0.1727 -0.0861 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 8 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.2399, expected range: 0.3147 0.3276 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2356, expected range: -0.1314 -0.0728 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 9 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.7085, expected range: -0.6370 -0.5842 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 14 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0159, expected range: -0.0318 -0.0164 |
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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=-0.4020, expected range: -0.3684 -0.3381 |
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| NOAA20 ATMS RADIANCES CHANNEL 21 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0678, expected range: -0.1099 -0.1047 |
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| NPP ATMS RADIANCES (12 channels affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=16622.0000, expected range: 20529.3710 24490.3790 |
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| NOAA20 ATMS RADIANCES (11 channels affected) : out of range
Considerable: obs_number=17056.0000, expected range: 20260.2665 25236.2335 |
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| gpsro | ||
| All COSMIC2-E1 GPSRO RISING ALL HEIGHTS Global : all data missing
Severe: obs_number=0, expected range: 582.93 4027.88 |
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| COSMIC2-E4 GPSRO SETTING HEIGHT 26-28 KM : out of range
1 times in the last 10 days for at least one item Slight: stdev_norm_fgdepar=1.2290, expected range: 0.9784 1.1703 |
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| Atmospheric Motion Vector | ||
| METOP-B AMV IR WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=252.0000, expected range: 345.4287 513.5076 |
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| Radiosondes | ||
| LAND TEMP Q (G/KG) 61442 PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=6.2650, expected range: -5.8857 10.3700 Severe: rms_fgdepar=7.1765, expected range: 0.0000 9.3723 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 74455 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.4525, expected range: 0.4046 6.5520 |
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| All LAND TEMP ALL LAYERS WMO BLOCK 71 : all data missing
Severe: obs_number=0, expected range: 0.00 256.91 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 72265 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=6.0054, expected range: 0.0000 2.0538 Severe: avg_pge=0.8865, expected range: -1.0027 0.7500 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (3 pressure layers affected) : out of range
Severe: obs_number=300.0000, expected range: 148.6772 171.8228 Considerable: obs_number=1189.0000, expected range: 282.1465 778.3535 Considerable: obs_number=521.0000, expected range: 39.0640 277.8385 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 20 : all data missing
Severe: obs_number=0, expected range: 131.68 144.72 |
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| HIGH RESO SEA TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : missing
1 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 118.3309 853.6137 Severe: obs_number=0.0000, expected range: 101.3280 917.3692 |
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| LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: rms_fgdepar=2.3235, expected range: 1.0149 1.8292 |
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| HIGH RESO LAND TEMP Q (G/KG) (3 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=401.0000, expected range: 306.5814 354.3075 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: obs_number=595.0000, expected range: 288.6494 406.6006 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=4125.0000, expected range: 3332.2009 3856.5491 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=64.0000, expected range: 127.9981 156.7519 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (4 pressure layers affected) : out of range
Considerable: obs_number=561.0000, expected range: 356.3935 463.3565 |
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| amdar | ||
| AMDAR WIND VECTOR DIFF (M/S) AEA041 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.8527, expected range: 0.0000 9.0482 |
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| AMDAR WIND VECTOR DIFF (M/S) (2 pressure layers affected) : missing
Severe: obs_number=0.0000, expected range: 0.0000 295.0319 |
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| TAMDAR WIND VECTOR DIFF (M/S) 00005178 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=20.0328, expected range: -0.2040 31.1368 Severe: rms_fgdepar=20.0328, expected range: 1.9572 29.4734 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) XFELCZRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.0264, expected range: 0.7796 4.6472 |
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| WIGOS AMDAR Q (G/KG) F33GUWRA PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.8482, expected range: 0.0146 1.3538 |
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| ADS-C WIND VECTOR DIFF (M/S) ZHWIG1RA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=34.1768, expected range: 0.0000 12.8319 |
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| ADS-C WIND VECTOR DIFF (M/S) VQOUIJZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.8959, expected range: 0.0000 9.6199 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) ANZ141 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.1496, expected range: 0.0000 11.6959 |
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| AIREP WIND VECTOR DIFF (M/S) ANZ123 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.3837, expected range: 0.0000 9.1080 |
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| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 03159 PRESSURE LAYER 300-600 : out of range
Severe: rms_fgdepar=16.9181, expected range: 0.0000 12.8582 Severe: avg_pge=0.8083, expected range: -0.9979 0.7500 |
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| synop | ||
| MANUAL LAND SYNOP RH2M (%) 42752 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=50.6383, expected range: -10.0584 77.3979 Severely_persistent: rms_fgdepar=50.6383, expected range: 0.0000 77.3979 Severely_persistent: avg_pge=1.0000, expected range: -1.6688 0.7500 |
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| AUTOMATIC LAND SYNOP RH2M (%) 35082 : out of range
Severe: avg_fgdepar=-51.8152, expected range: -82.5724 87.6281 Severe: rms_fgdepar=51.8152, expected range: 0.0000 78.6139 Severe: avg_pge=0.9996, expected range: -1.0798 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42661 : out of range
Severe: avg_pge=0.8744, expected range: -0.8229 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42174 : out of range
Severe: avg_fgdepar=56.2476, expected range: -17.5811 48.5908 Severe: rms_fgdepar=56.2476, expected range: 0.0000 48.5908 |
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| MANUAL LAND SYNOP RH2M (%) 42447 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.9726, expected range: -0.9577 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 91353 : out of range
Severe: rms_fgdepar=370.1645, expected range: 0.0000 264.4565 Severe: avg_pge=0.8673, expected range: -0.5028 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 71831 : out of range
Severe: avg_fgdepar=52.1625, expected range: -48.7409 36.5907 Severe: rms_fgdepar=52.1625, expected range: 0.0000 26.5235 |
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| BUFR LAND SYNOP RH2M (%) 72412 : out of range
Severe: avg_pge=0.9975, expected range: -1.1147 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 94422 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9866, expected range: -1.2470 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 94732 : out of range
Severe: avg_fgdepar=-50.9273, expected range: -23.9604 38.4601 Severe: rms_fgdepar=50.9273, expected range: 0.0000 33.8951 Severe: avg_pge=0.9605, expected range: -0.0009 0.0073 |
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| BUFR LAND SYNOP RH2M (%) 22892 : out of range
Severe: rms_fgdepar=30.2916, expected range: 0.0000 15.8684 |
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| BUFR LAND SYNOP RH2M (%) 72543 : out of range
Severe: avg_pge=0.9751, expected range: -0.0227 0.0351 |
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| BUFR LAND SYNOP RH2M (%) 94444 : out of range
Severe: avg_pge=0.8471, expected range: -1.2708 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 64184 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.9092, expected range: -1.3841 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 72425 : out of range
Severe: avg_pge=0.9991, expected range: -0.0392 0.0577 |
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| BUFR LAND SYNOP RH2M (%) 94318 : out of range
Severe: avg_pge=0.9125, expected range: -0.0889 0.1312 |
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| BUFR LAND SYNOP RH2M (%) 71299 : out of range
Severe: rms_fgdepar=39.6404, expected range: 0.8135 14.0541 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 33511 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8026, expected range: 0.2812 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 94213 : out of range
Severe: avg_fgdepar=1013.8299, expected range: -116.9500 131.1814 Severe: rms_fgdepar=1013.8299, expected range: 0.0000 90.3902 Severe: avg_pge=0.9415, expected range: 0.0000 0.0000 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 24894 : out of range
Severe: avg_fgdepar=-691.1884, expected range: -105.8150 9.9417 Severe: rms_fgdepar=691.1884, expected range: 0.0000 105.8150 Severe: avg_pge=0.9103, expected range: 0.0000 0.0000 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 35127 : out of range
Severe: rms_fgdepar=360.6482, expected range: 0.0000 125.7598 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=241.4722, expected range: 0.0000 120.8086 Severe: obs_number=81.0000, expected range: 41.5730 45.9826 Considerable: obs_number=1749.0000, expected range: 1479.7056 1567.8500 |
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| BUFR LAND SYNOP Z (M) : out of range
Severe: obs_number=96.0000, expected range: 75.3572 78.8928 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=479.0000, expected range: 516.4399 557.0601 Considerable: obs_number=119.0000, expected range: 154.3531 183.0469 Considerable: obs_number=965.0000, expected range: 1029.9057 1156.5943 Considerable: obs_number=264.0000, expected range: 341.3940 387.3560 Considerable: obs_number=63.0000, expected range: 110.4950 126.3939 Considerable: obs_number=52.0000, expected range: 79.2024 87.0198 |
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| BUFR LAND SYNOP RH2M (%) : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=1236.0000, expected range: 1066.2628 1143.9872 Severe: obs_number=1836.0000, expected range: 1521.1357 1572.4199 |
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| ship | ||
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRSB5 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=517.7995, expected range: -117.3155 1156.7887 Severely_persistent: rms_fgdepar=517.7995, expected range: 0.0000 1172.3108 Severely_persistent: avg_pge=0.8051, expected range: 0.4233 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) VRDU9 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9043, expected range: -1.2168 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6CX3 : out of range
Severe: avg_fgdepar=-1177.1821, expected range: -635.5987 444.7950 Severe: rms_fgdepar=1177.1821, expected range: 0.0000 741.1701 Severe: avg_pge=0.9245, expected range: -1.0066 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V6408 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=543.6218, expected range: -652.2528 723.4467 Severe: rms_fgdepar=550.4814, expected range: 0.0000 828.2752 Severe: avg_pge=0.8036, expected range: -1.1034 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=156.0000, expected range: 120.0000 120.0000 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 6102797 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8496, expected range: -1.0464 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 1601632 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=310.6815, expected range: 0.0000 63.1115 |
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| MOORED BUOYS SURFACE PRESSURE (PA) : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=183.0000, expected range: 207.9383 221.2839 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) KMAF : out of range
Severe: rms_fgdepar=357.3073, expected range: 0.0000 122.7251 |
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| AUTOMATIC METAR SURFACE PRESSURE (PA) KBPG : out of range
Severe: rms_fgdepar=304.2758, expected range: 0.0000 136.9116 |
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| snow | ||
| MANUAL LAND SYNOP SNOW (CM) 30815 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=57.6652, expected range: 23.9548 82.3396 Severely_persistent: rms_fgdepar=57.6652, expected range: 23.9548 82.3396 |
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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=-50.7786, expected range: -69.0295 -48.1376 |
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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=50.7912, expected range: 48.1827 69.0443 |
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| BUFR LAND SYNOP SNOW (CM) 01361 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=56.4657, expected range: 42.2914 56.7458 Severely_persistent: rms_fgdepar=56.4690, expected range: 42.2952 56.7472 |
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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=-74.9641, expected range: -83.2859 -71.6802 Severely_persistent: rms_fgdepar=74.9641, expected range: 71.6802 83.2859 |
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| BUFR LAND SYNOP SNOW (CM) 30815 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=57.6705, expected range: 23.9774 82.3535 Severely_persistent: rms_fgdepar=57.6705, expected range: 23.9774 82.3535 |
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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=-732.6528, expected range: -733.2755 -713.5115 |
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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=732.6531, expected range: 713.5136 733.2754 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=57.4597, expected range: 29.2885 68.9470 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
24 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=57.4713, expected range: 29.3439 69.0068 |
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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=72.0193, expected range: 57.0827 78.2059 |
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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=72.0215, expected range: 57.1047 78.2066 |
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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=-93.1334, expected range: -102.8097 -64.0498 |
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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=93.1353, expected range: 64.0721 102.8145 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=100.7925, expected range: 53.7164 108.8962 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
24 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=100.7968, expected range: 53.7200 108.9027 |
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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=59.2824, expected range: 54.8955 88.3949 |
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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=59.2881, expected range: 54.9357 88.3942 |
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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=-90.6094, expected range: -94.6888 -90.1213 Severely_persistent: rms_fgdepar=90.6095, expected range: 90.1213 94.6888 |
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| BUFR LAND SYNOP SNOW (CM) _MI1A5CE : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-55.0828, expected range: -58.2569 -48.2743 |
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| BUFR LAND SYNOP SNOW (CM) _MI1A5CE : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=55.0828, expected range: 48.2685 58.3131 |
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| ROCOB TEMP SNOW (CM) 63307835 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-57.9405, expected range: -75.8847 -52.7188 Severe: rms_fgdepar=57.9405, expected range: 50.5031 75.1087 |
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| t2m | ||
| LAND TEMP 2M TEMPERATURE (K) 65503 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.1973, expected range: -23.8039 8.7622 Severely_persistent: rms_fgdepar=14.2691, expected range: 0.0000 23.8836 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.0584, expected range: -16.9618 -8.2354 Severely_persistent: rms_fgdepar=15.2615, expected range: 8.3119 17.4512 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.5601, expected range: -27.3087 2.9659 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
22 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=14.5666, expected range: 3.4049 22.1951 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.9087, expected range: -21.1165 2.2726 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
12 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.9546, expected range: 3.5112 16.5922 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89257 : out of range
Severe: avg_fgdepar=14.3456, expected range: -11.0653 8.5724 Severe: rms_fgdepar=14.4485, expected range: 0.0000 7.5208 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 11170 : out of range
Severe: rms_fgdepar=10.5919, expected range: 0.0000 4.1154 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 61731 : out of range
Severe: rms_fgdepar=11.1494, expected range: 0.0000 5.0475 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 72641 : out of range
Severe: rms_fgdepar=10.5260, expected range: 0.0000 2.7716 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 72547 : out of range
Severe: rms_fgdepar=10.3497, expected range: 0.0000 3.0870 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 83309 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=12.1957, expected range: -3.3649 3.3565 Severe: rms_fgdepar=12.1957, expected range: 0.0000 2.9319 |
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| METAR 2M TEMPERATURE (K) KJVL : out of range
Severe: rms_fgdepar=11.8917, expected range: 0.0000 4.9994 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 89257 : out of range
Severe: avg_fgdepar=14.2956, expected range: -11.1153 8.5224 Severe: rms_fgdepar=14.3989, expected range: 0.0000 7.5199 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 83309 : out of range
Severe: avg_fgdepar=12.1843, expected range: -3.4714 3.3234 Severe: rms_fgdepar=12.1843, expected range: 0.0000 2.8982 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
2 times in the last 10 days for at least one item Severe: obs_number=2001.0000, expected range: 1534.3124 1562.4654 |
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| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) 16710 : out of range
Severe: rms_fgdepar=32.1002, expected range: 0.0000 17.4334 |
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| AUTOMATIC LAND SYNOP RH2M (%) 72265 : out of range
Severe: rms_fgdepar=33.5344, expected range: 0.0000 13.3732 |
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| AUTOMATIC LAND SYNOP RH2M (%) 72268 : out of range
Severe: rms_fgdepar=34.7569, expected range: -10.0139 13.7975 |
 | |
| AUTOMATIC LAND SYNOP RH2M (%) : out of range
2 times in the last 10 days for at least one item Severe: avg_lsm=0.8374, expected range: 0.6645 0.7305 |
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| LAND TEMP RH2M (%) 89009 : out of range
Severe: rms_fgdepar=32.8013, expected range: 0.0000 16.3125 |
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