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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-14 00:00
| amsua | ||
| NOAA 15 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=0.0598, expected range: 0.1542 0.2004 |
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| NOAA 18 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=-0.5550, expected range: -0.6617 -0.6229 |
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| NOAA 18 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=-0.5705, expected range: -0.4709 -0.4048 |
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| NOAA 19 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=-0.2264, expected range: -0.1727 -0.1070 |
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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=0.2038, expected range: 0.3147 0.3294 |
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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=-0.2445, expected range: -0.1314 -0.1242 |
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| METOP-C 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=-0.2912, expected range: -0.1608 -0.1526 |
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| METOP-C 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=-0.7197, expected range: -0.6370 -0.5961 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 11 : out of range
Considerable: stdev_norm_fgdepar=0.6851, expected range: 0.5825 0.6503 |
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| mwhs2 | ||
| FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 11 : out of range
Considerable: obs_number=14342.0000, expected range: 15309.7691 17820.3559 |
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| FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 12 : out of range
Considerable: obs_number=14351.0000, expected range: 15326.7235 17819.7765 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0186, expected range: -0.0323 -0.0164 |
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| NPP ATMS RADIANCES CHANNEL 11 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2874, expected range: -0.2392 -0.1960 |
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| NPP ATMS RADIANCES CHANNEL 12 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4940, expected range: -0.4307 -0.3817 |
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| NPP ATMS RADIANCES CHANNEL 13 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4340, expected range: -0.3684 -0.3403 |
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| NOAA20 ATMS RADIANCES CHANNEL 21 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0763, expected range: -0.1069 -0.1047 |
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| NPP ATMS RADIANCES (7 channels affected) : out of range
Considerable: obs_number=3530.0000, expected range: 2914.0551 3402.9449 |
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| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 24726 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=6.3818, expected range: 0.0000 1.2536 Severe: avg_pge=0.8485, expected range: -0.1320 0.1739 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 91413 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=15.0258, expected range: 0.3602 6.0432 |
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| HIGH RESO LAND TEMP Q (G/KG) 81405 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=3.1510, expected range: 0.0000 1.4253 |
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| HIGH RESO LAND TEMP Q (G/KG) 74560 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.8455, expected range: 0.0000 1.9108 |
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| HIGH RESO LAND TEMP Q (G/KG) 71845 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.2357, expected range: 0.0000 1.3831 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_fgdepar=3.0400, expected range: -0.4376 1.1133 Severe: rms_fgdepar=3.1510, expected range: 0.0000 1.4253 Considerable: obs_number=133.0000, expected range: 168.5704 184.9852 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=1.1857, expected range: 0.0903 0.7010 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 71845 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=8.1518, expected range: 0.0000 2.2690 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 72562 PRESSURE LAYER 900-12 : out of range
Severe: rms_fgdepar=15.4843, expected range: 0.0000 10.6340 Severe: avg_pge=0.8571, expected range: -1.1843 0.7500 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 72235 PRESSURE LAYER 900-12 : out of range
Severe: rms_fgdepar=18.2308, expected range: 0.0000 4.6943 |
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| LAND TEMP TEMPERATURE (K) PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=581.0000, expected range: 654.3412 788.1588 |
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| LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range
Considerable: obs_number=149.0000, expected range: 207.4511 285.0489 |
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| amdar | ||
| WIGOS AMDAR Q (G/KG) BSTXQVBA PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=-7.1771, expected range: -7.3325 0.4631 Severe: rms_fgdepar=7.2833, expected range: 0.0000 8.0859 |
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| ADS-C WIND VECTOR DIFF (M/S) 113IG1BA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=34.5339, expected range: -0.3800 6.4845 Severe: rms_fgdepar=34.5339, expected range: 0.0000 8.7855 |
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| ADS-C WIND VECTOR DIFF (M/S) EDNCOHBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.9182, expected range: 0.6235 5.5418 |
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| ADS-C WIND VECTOR DIFF (M/S) ZMOBATBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=26.2766, expected range: 0.0000 13.0184 |
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| ADS-C WIND VECTOR DIFF (M/S) QQKJPLJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.0281, expected range: 0.0000 9.9636 |
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| ADS-C WIND VECTOR DIFF (M/S) 0JRW4BRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=27.4543, expected range: 0.0000 8.5911 |
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| ADS-C WIND VECTOR DIFF (M/S) JXFEIFRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.0895, expected range: 0.0000 14.7785 |
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| ADS-C WIND VECTOR DIFF (M/S) CKEEBURA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.8970, expected range: 0.0000 11.9803 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AAL92 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.0670, expected range: 0.3917 7.9227 |
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| AIREP WIND VECTOR DIFF (M/S) UAL124 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=23.2988, expected range: 0.0000 6.6961 |
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| AIREP WIND VECTOR DIFF (M/S) ANZ124 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=52.4562, expected range: -6.3193 14.5376 Severe: rms_fgdepar=61.1195, expected range: 0.0000 14.4343 |
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| AIREP WIND VECTOR DIFF (M/S) ANZ946 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.8048, expected range: 0.0000 8.8633 |
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| AIREP WIND VECTOR DIFF (M/S) QFA7 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=19.9761, expected range: 0.0000 12.2050 Severe: avg_pge=0.8066, expected range: -0.1772 0.2357 |
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| AIREP WIND VECTOR DIFF (M/S) UAL989 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=27.0302, expected range: 0.0000 11.1619 |
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| AIREP WIND VECTOR DIFF (M/S) THY38G PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.7064, expected range: 0.0000 13.9664 |
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| AIREP WIND VECTOR DIFF (M/S) BAW48Q PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=31.4643, expected range: -2.8018 8.7100 Severe: rms_fgdepar=31.4643, expected range: 0.0000 8.7386 |
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| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 06234 PRESSURE LAYER 600-900 : out of range
Severe: avg_fgdepar=21.1919, expected range: -1.4318 6.2776 Severe: rms_fgdepar=21.1931, expected range: 0.0000 6.7854 Severe: avg_pge=0.8924, expected range: -0.3664 0.5992 |
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| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
1 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 932.7701 |
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| synop | ||
| MANUAL LAND SYNOP RH2M (%) 42770 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9996, expected range: -1.2857 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 41697 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9999, expected range: -1.5013 0.7500 |
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| AUTOMATIC LAND SYNOP RH2M (%) 35391 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8786, expected range: -0.0662 0.0815 |
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| MANUAL LAND SYNOP RH2M (%) 76323 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8825, expected range: -1.0902 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42674 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.9993, expected range: -1.1472 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 41715 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.9904, expected range: -1.4846 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40080 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=520.0005, expected range: -256.9186 149.3015 Severe: rms_fgdepar=520.0142, expected range: 0.0000 152.0279 Severe: avg_pge=0.8688, expected range: -0.6688 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42181 : out of range
Severe: rms_fgdepar=552.6898, expected range: 0.0000 176.3542 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 42577 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8055, expected range: -1.4518 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 41718 : out of range
Severe: rms_fgdepar=644.5520, expected range: 0.0000 220.3120 |
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| BUFR LAND SYNOP RH2M (%) 72520 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.9492, expected range: -1.4993 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 68541 : out of range
Severe: avg_pge=0.8770, expected range: -0.5769 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 72532 : out of range
Severe: rms_fgdepar=43.1195, expected range: 0.0000 27.0308 Severe: avg_pge=0.9976, expected range: -0.0345 0.0455 |
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| BUFR LAND SYNOP RH2M (%) 72543 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-52.2590, expected range: -47.1795 24.5950 Severe: rms_fgdepar=52.2590, expected range: 0.0000 47.1795 |
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| BUFR LAND SYNOP RH2M (%) 41024 : out of range
Severe: rms_fgdepar=37.2705, expected range: 0.0000 31.9851 Severe: avg_pge=0.9717, expected range: -0.0326 0.0504 |
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| BUFR LAND SYNOP RH2M (%) 72434 : out of range
Severe: rms_fgdepar=41.9468, expected range: 0.0000 23.1989 |
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| BUFR LAND SYNOP RH2M (%) 72768 : out of range
Severe: rms_fgdepar=30.2405, expected range: 0.0000 12.9193 |
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| BUFR LAND SYNOP RH2M (%) 16459 : out of range
Severe: avg_pge=0.8164, expected range: -0.3941 0.5718 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 25151 : out of range
Severe: rms_fgdepar=350.1125, expected range: 0.0000 178.6035 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 59493 : out of range
Severe: rms_fgdepar=480.8358, expected range: 0.0000 87.8141 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 12805 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=755.1752, expected range: 0.0000 79.5966 |
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| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3E2426 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=36.7029, expected range: -20.3991 44.6567 Severely_persistent: rms_fgdepar=36.7029, expected range: 0.0000 45.9137 Severely_persistent: avg_pge=0.9542, expected range: -0.2064 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7QJ3 : out of range
25 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-647.5394, expected range: -1189.8044 2000.0809 Severely_persistent: rms_fgdepar=649.0332, expected range: 0.0000 1746.8374 Severely_persistent: avg_pge=0.8493, expected range: -1.2637 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRNA8 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=602.2618, expected range: -294.1516 824.8487 Severely_persistent: rms_fgdepar=602.2618, expected range: 0.0000 824.8487 Severely_persistent: avg_pge=0.8380, expected range: -0.6851 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V2171 : out of range
Severe: avg_fgdepar=-658.6577, expected range: -643.9165 341.6266 Severe: rms_fgdepar=658.6577, expected range: 0.0000 643.9165 Severe: avg_pge=0.8726, expected range: -1.1987 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) DFPG2 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-1402.3191, expected range: -747.5358 -67.4845 Severe: rms_fgdepar=1402.3191, expected range: 67.4845 747.5358 Severe: avg_pge=0.9373, expected range: 0.0041 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 3FXM3 : out of range
Severe: avg_fgdepar=1036.6577, expected range: -46.5965 497.7826 Severe: rms_fgdepar=1036.6577, expected range: 0.0000 500.3154 Severe: avg_pge=0.8963, expected range: -0.4794 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) A8KM8 : out of range
Severe: avg_fgdepar=-555.5532, expected range: -518.5977 764.1803 Severe: rms_fgdepar=555.5532, expected range: 0.0000 748.1063 Severe: avg_pge=0.8543, expected range: -1.2642 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V5669 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=570.2396, expected range: -522.6849 470.1628 Severe: rms_fgdepar=593.7699, expected range: 0.0000 370.4154 Severe: avg_pge=0.8110, expected range: -1.0828 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 6CV53CK : out of range
Severe: rms_fgdepar=600.2250, expected range: 0.0000 319.2277 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 5401536 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8175, expected range: -1.3771 0.7500 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) ENOA : out of range
Severe: rms_fgdepar=300.4142, expected range: 0.0000 145.1073 |
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| METAR SURFACE PRESSURE (PA) OIBL : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=366.9674, expected range: 0.0000 158.1931 |
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| METAR SURFACE PRESSURE (PA) DRRN : out of range
Severe: rms_fgdepar=343.5856, expected range: 0.0000 139.3957 |
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| METAR SURFACE PRESSURE (PA) OITU : out of range
Severe: rms_fgdepar=546.9141, expected range: 0.0000 137.9679 |
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| snow | ||
| BUFR LAND SYNOP SNOW (CM) 01361 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=62.8708, expected range: 43.3474 61.8192 Severely_persistent: rms_fgdepar=62.8735, expected range: 43.3425 61.8321 |
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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=-73.2381, expected range: -79.3145 -72.6029 Severely_persistent: rms_fgdepar=73.2381, expected range: 72.6029 79.3145 |
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| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-735.3001, expected range: -744.0329 -709.1089 |
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| BUFR LAND SYNOP SNOW (CM) _MF1EB15 : out of range
36 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=735.3003, expected range: 709.1117 744.0320 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=62.4970, expected range: 42.7669 67.3078 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D545 : out of range
32 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=62.5098, expected range: 42.9105 67.2606 |
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| BUFR LAND SYNOP SNOW (CM) _MI161D5 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=58.4144, expected range: 63.3700 77.0321 |
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| BUFR LAND SYNOP SNOW (CM) _MI161D5 : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=58.4327, expected range: 63.3882 77.0278 |
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| BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-71.3373, expected range: -101.3940 -75.7375 |
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| BUFR LAND SYNOP SNOW (CM) _MI1CD76 : out of range
32 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=71.3438, expected range: 75.7645 101.3842 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=104.5366, expected range: 67.1871 118.5725 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
22 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=104.5393, expected range: 67.1941 118.5760 |
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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=-88.1826, expected range: -94.5190 -88.4703 Severely_persistent: rms_fgdepar=88.1826, expected range: 88.4704 94.5191 |
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| MANUAL LAND SYNOP SNOW (CM) 23358 : out of range
Severe: rms_fgdepar=16.0042, expected range: 0.0000 7.2627 |
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| ROCOB TEMP SNOW (CM) 63307835 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-51.2012, expected range: -66.3954 -55.9910 Severe: rms_fgdepar=51.2012, expected range: 55.9910 66.3954 |
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| t2m | ||
| METAR 2M TEMPERATURE (K) UGMS : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=12.1363, expected range: 5.4764 15.2272 Severely_persistent: rms_fgdepar=12.4001, expected range: 5.6855 15.1528 |
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| LAND TEMP 2M TEMPERATURE (K) 65503 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.3347, expected range: -25.2966 8.8600 Severely_persistent: rms_fgdepar=14.4384, expected range: 0.0000 25.3872 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 78896 : out of range
28 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.8761, expected range: -17.3667 -9.1292 Severely_persistent: rms_fgdepar=13.1174, expected range: 9.4795 17.5818 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 61731 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=11.0548, expected range: 0.0000 5.8673 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 30714 : out of range
Severe: avg_fgdepar=-13.6308, expected range: -7.3347 9.5139 Severe: rms_fgdepar=13.6308, expected range: 0.0000 8.2786 |
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| METAR 2M TEMPERATURE (K) ENBL : out of range
Severe: rms_fgdepar=12.2992, expected range: 0.0000 6.2226 |
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| METAR 2M TEMPERATURE (K) OEDM : out of range
Severe: rms_fgdepar=10.1658, expected range: 0.0000 4.8818 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 30714 : out of range
Severe: avg_fgdepar=-13.6808, expected range: -7.3847 9.4639 Severe: rms_fgdepar=13.6808, expected range: 0.0000 8.2363 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
Considerable: obs_number=1004.0000, expected range: 1202.0965 1478.5285 |
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| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) 11933 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=30.6115, expected range: 0.0000 17.2268 |
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| METAR RH2M (%) CYXN : out of range
Severe: rms_fgdepar=33.0070, expected range: 0.0000 14.5245 |
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| BUFR LAND SYNOP RH2M (%) _MI126C6 : out of range
Severe: rms_fgdepar=33.3098, expected range: 0.0000 18.5004 |
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