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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-01-14 00:00
| amsua | ||
| NOAA 19 AMSUA ALL SKY RADIANCES CHANNEL 10 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.1457, expected range: 0.0615 0.1027 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.2010, expected range: 0.2391 0.2789 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 13 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.3233, expected range: -0.2809 -0.2729 |
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| AMSUA EARS | ||
| NOAA-18 AMSUA RADIANCES CHANNEL 13 : out of range
Severe: avg_biascorr=-0.7057, expected range: -0.6046 -0.5045 |
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| iasi | ||
| METOP-B IASI RADIANCES CHANNEL 3165 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2660, expected range: -0.2412 -0.2197 |
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| METOP-B IASI RADIANCES CHANNEL 3244 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1490, expected range: -0.1220 -0.1032 |
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| METOP-C IASI RADIANCES CHANNEL 3165 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2415, expected range: -0.2152 -0.1939 |
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| mhs | ||
| NOAA-19 MHS ALLSKY RADIANCES CHANNEL 3 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.5356, expected range: 0.6164 0.6713 |
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| METOP-B MHS ALLSKY RADIANCES CHANNEL 5 : out of range
18 times in the last 10 days for at least one item Severely_persistent: obs_number=5587.0000, expected range: 6595.8093 6944.7414 |
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| mwhs2 | ||
| FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 2 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_norm_fgdepar=0.4695, expected range: -0.2019 0.1777 Severely_persistent: stdev_norm_fgdepar=1.2018, expected range: 0.7987 0.8594 |
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| FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 4 : out of range
1 times in the last 10 days for at least one item Severe: avg_norm_fgdepar=-0.3138, expected range: -0.0552 0.0448 Severe: stdev_norm_fgdepar=0.8175, expected range: 0.6601 0.6774 |
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| FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 5 : out of range
Severe: avg_norm_fgdepar=-0.3394, expected range: -0.0441 0.0645 Severe: stdev_norm_fgdepar=0.8258, expected range: 0.6781 0.7035 |
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| FY-3D MWHS2 ALLSKY RADIANCES CHANNEL 6 : out of range
Severe: avg_norm_fgdepar=-0.3923, expected range: -0.0455 0.0760 Severe: stdev_norm_fgdepar=0.8613, expected range: 0.6734 0.7347 |
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| FY-3D MWHS2 ALLSKY RADIANCES (5 channels affected) : out of range
Severe: avg_biascorr=-3.3298, expected range: -2.4656 -2.4035 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 10 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2176, expected range: -0.2628 -0.2445 |
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| NOAA20 ATMS RADIANCES CHANNEL 14 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2838, expected range: -0.2562 -0.2474 |
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| ssmis | ||
| DMSP-17 SSMIS RADIANCES CHANNEL 11 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5943, expected range: -0.3977 -0.1459 |
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| Atmospheric Motion Vector | ||
| METEOSAT-8 AMV CLOUDY WV2 WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 : out of range
4 times in the last 10 days for at least one item Considerable: obs_number=1215.0000, expected range: 213.1549 832.1166 |
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| mwri | ||
| FY-3D MWRI RADIANCES CHANNEL 3 : out of range
7 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.7686, expected range: 0.6529 0.6976 |
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| resat | ||
| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 410-411 (HPA) : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=0.8431, expected range: 0.0602 0.3333 |
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| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 24266 PRESSURE LAYER 900-1200 (HPA) : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8587, expected range: -0.2947 0.7500 |
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| LAND TEMP TEMPERATURE (K) 24507 PRESSURE LAYER 900-1200 (HPA) : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8670, expected range: -1.1893 0.7500 |
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| LAND TEMP TEMPERATURE (K) 30758 PRESSURE LAYER 900-1200 (HPA) : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8865, expected range: -0.6664 0.7500 |
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| All HIGH RESO SEA TEMP ALL LAYERS South Atlantic : all data missing
Severely_persistent: obs_number=0, expected range: 4.54 327.43 |
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| LAND TEMP TEMPERATURE (K) 34882 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_fgdepar=11.2915, expected range: -0.9806 2.6647 Severe: rms_fgdepar=11.3624, expected range: 0.0000 2.4821 Severe: avg_pge=0.9273, expected range: -0.2996 0.7136 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 34882 (3 pressure layers affected) : out of range
Severe: rms_fgdepar=18.5300, expected range: 0.0961 5.9569 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 34882 (2 pressure layers affected) : out of range
Severe: avg_pge=0.8574, expected range: -0.2587 0.4081 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 22820 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=17.1529, expected range: 0.0000 6.4255 Severe: avg_pge=0.9000, expected range: -0.8335 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 27962 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=15.8944, expected range: 0.0000 14.9500 Severe: avg_pge=0.8701, expected range: -0.6945 0.7500 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 51463 PRESSURE LAYER 900-1200 (HPA : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8516, expected range: -0.4238 0.7500 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) 58725 PRESSURE LAYER 600-90 : out of range
Severe: rms_fgdepar=18.1081, expected range: 0.7590 4.5808 Severe: avg_pge=0.8630, expected range: -0.1439 0.2203 |
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| HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
Severe: obs_number=195.0000, expected range: 91.9198 101.8302 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 30 : all data missing
Severe: obs_number=0, expected range: 74.36 160.31 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 48 : all data missing
Severe: obs_number=0, expected range: 136.15 182.13 |
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| All HIGH RESO SEA TEMP ALL LAYERS South pole : all data missing
Severe: obs_number=0, expected range: 27.60 149.40 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (2 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=362.0000, expected range: 435.9981 464.7519 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA : out of range
Considerable: obs_number=284.0000, expected range: 359.8615 389.1385 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
Considerable: obs_number=155.0000, expected range: 186.9175 195.0825 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=439.0000, expected range: 337.3741 358.3759 |
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| amdar | ||
| ADS-C WIND VECTOR DIFF (M/S) NPSVRFJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.3424, expected range: 0.0000 15.7480 |
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| ADS-C WIND VECTOR DIFF (M/S) K0GMVHJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=21.9930, expected range: -0.2128 10.1258 Severe: rms_fgdepar=33.0590, expected range: 0.0000 18.5163 |
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| ADS-C WIND VECTOR DIFF (M/S) PHX132RA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=22.4629, expected range: 0.0000 30.5548 |
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| ADS-C WIND VECTOR DIFF (M/S) WN5UC5RA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: avg_fgdepar=28.3333, expected range: -0.0340 5.7193 Severe: rms_fgdepar=41.5546, expected range: 0.0272 6.4101 |
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| ADS-C WIND VECTOR DIFF (M/S) X4TBZDRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.3927, expected range: 0.0000 9.8713 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) ETD140 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=30.2759, expected range: -44.7454 61.8888 |
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| AIREP WIND VECTOR DIFF (M/S) UAL901 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=21.6401, expected range: 0.0000 11.8139 |
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| AIREP WIND VECTOR DIFF (M/S) UAL182 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=28.3638, expected range: 0.0000 8.8579 |
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| AIREP WIND VECTOR DIFF (M/S) UAL907 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=28.6348, expected range: -37.0195 51.3109 |
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| AIREP WIND VECTOR DIFF (M/S) LOT4NL PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=28.7687, expected range: -21.7951 32.0449 |
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| AIREP WIND VECTOR DIFF (M/S) VIR156T PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=37.5765, expected range: -10.8460 21.9962 Severe: rms_fgdepar=43.3455, expected range: -34.3315 50.6992 |
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| AIREP WIND VECTOR DIFF (M/S) LOT2LY PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=23.9224, expected range: -64.1277 83.3316 |
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| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) 01498 PRESSURE LAYER 600-900 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=26.1625, expected range: -9.1585 19.0018 Severe: rms_fgdepar=29.2795, expected range: 0.0000 19.0446 Severe: avg_pge=0.8269, expected range: -1.2051 0.7500 |
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| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=1255.0000, expected range: 871.3231 1091.1769 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 42339 PRESSURE LAYER 0-300 (HPA) : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=46.6985, expected range: -37.2618 59.7915 Severely_persistent: rms_fgdepar=46.6985, expected range: 0.0000 58.1069 Severely_persistent: avg_pge=0.9288, expected range: -0.9241 0.7500 |
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| LAND PILOT WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=105.0000, expected range: 20.0274 74.4726 |
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| synop | ||
| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 34498 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8861, expected range: -2.1355 0.7500 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8861, expected range: -2.1355 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 95624 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=53.2515, expected range: -25.1376 68.9785 Severely_persistent: rms_fgdepar=53.2515, expected range: 0.0000 68.9785 Severely_persistent: avg_pge=0.9998, expected range: -1.8194 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 95626 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9459, expected range: -1.6328 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 15712 : out of range
Severe: rms_fgdepar=329.4248, expected range: 0.0000 180.7038 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82792 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-508.1206, expected range: -448.8778 207.6586 Severe: rms_fgdepar=508.1206, expected range: 0.0000 448.8778 Severe: avg_pge=0.8722, expected range: -0.7248 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83033 : out of range
Severe: rms_fgdepar=321.3243, expected range: 0.0000 139.6362 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 78073 : out of range
Severe: rms_fgdepar=546.0012, expected range: 0.0000 81.9315 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83683 : out of range
Severe: avg_fgdepar=-724.1096, expected range: -347.3135 36.9689 Severe: rms_fgdepar=724.1096, expected range: 0.0000 347.3135 Severe: avg_pge=0.9124, expected range: -0.8957 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 48914 : out of range
Severe: rms_fgdepar=511.8964, expected range: 13.5316 154.4117 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83319 : out of range
Severe: rms_fgdepar=435.1700, expected range: 0.0000 145.3862 Severe: avg_pge=0.8457, expected range: -0.9098 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 64870 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=50.3748, expected range: 5.4355 60.2430 Severe: rms_fgdepar=50.3748, expected range: 5.4355 60.2430 Severe: avg_pge=0.9485, expected range: -0.7845 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 15712 : out of range
Severe: avg_fgdepar=50.9886, expected range: -40.3450 91.3942 Severe: rms_fgdepar=50.9886, expected range: 0.0000 91.3942 |
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| MANUAL LAND SYNOP RH2M (%) 16084 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=52.5647, expected range: -35.6181 66.9683 Severe: rms_fgdepar=52.9295, expected range: 0.0000 66.9551 |
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| MANUAL LAND SYNOP RH2M (%) 65125 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=55.8747, expected range: -0.2810 73.0025 Severe: rms_fgdepar=55.8747, expected range: 0.0000 73.0025 Severe: avg_pge=1.0000, expected range: -1.5723 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 48875 : out of range
Severe: rms_fgdepar=33.4785, expected range: 0.0000 17.0008 |
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| MANUAL LAND SYNOP RH2M (%) 64706 : out of range
Severe: avg_fgdepar=55.5024, expected range: -5.9430 53.9381 Severe: rms_fgdepar=55.5024, expected range: 0.0000 53.9381 Severe: avg_pge=0.9998, expected range: -0.2569 0.3751 |
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| MANUAL LAND SYNOP RH2M (%) 87467 : out of range
Severe: rms_fgdepar=36.0128, expected range: 0.6573 31.7054 Severe: avg_pge=0.9764, expected range: -0.1845 0.2345 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 92100 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8551, expected range: -0.3601 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 94950 : out of range
Severe: rms_fgdepar=441.6782, expected range: 0.0000 108.0208 Severe: avg_pge=0.8653, expected range: 0.0000 0.0000 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 16280 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8079, expected range: -0.7186 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 16642 : out of range
Severe: rms_fgdepar=434.2358, expected range: 0.0000 232.2219 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 29662 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=301.5010, expected range: 0.0000 159.9523 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 94703 : out of range
Severe: rms_fgdepar=392.9934, expected range: 0.0000 182.4670 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 27277 : out of range
Severe: rms_fgdepar=552.7892, expected range: 0.0000 83.1838 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 86689 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=316.3680, expected range: 10.5557 64.8589 |
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| BUFR LAND SYNOP RH2M (%) _MI1EC40 : out of range
Severe: avg_fgdepar=52.2450, expected range: -18.3407 40.4759 |
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| BUFR LAND SYNOP RH2M (%) _MI1EC40 : out of range
Severe: rms_fgdepar=52.2478, expected range: 0.0000 40.8844 |
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| BUFR LAND SYNOP RH2M (%) 06432 : out of range
Severe: avg_fgdepar=50.5091, expected range: -15.7174 23.4310 Severe: rms_fgdepar=50.5091, expected range: 0.0000 23.1818 |
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| BUFR LAND SYNOP RH2M (%) 06704 : out of range
Severe: avg_fgdepar=56.4198, expected range: -63.0916 64.4080 Severe: rms_fgdepar=56.4198, expected range: -35.1611 52.7014 |
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| BUFR LAND SYNOP RH2M (%) 16224 : out of range
Severe: rms_fgdepar=33.7372, expected range: 0.0000 17.5149 |
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| BUFR LAND SYNOP RH2M (%) 07374 : out of range
Severe: rms_fgdepar=30.6397, expected range: 0.0000 16.3462 |
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| BUFR LAND SYNOP RH2M (%) 10615 : out of range
Severe: rms_fgdepar=30.7022, expected range: 0.0000 16.2434 |
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| BUFR LAND SYNOP RH2M (%) 08075 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=41.5832, expected range: 0.0000 13.2705 |
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| BUFR LAND SYNOP RH2M (%) 07475 : out of range
Severe: rms_fgdepar=37.2165, expected range: 0.0000 19.8390 |
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| BUFR LAND SYNOP RH2M (%) 06675 : out of range
Severe: avg_fgdepar=64.8845, expected range: -37.7802 46.3202 Severe: rms_fgdepar=64.8845, expected range: 0.0000 39.5485 Severe: avg_pge=0.9263, expected range: -0.0038 0.0111 |
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| BUFR LAND SYNOP RH2M (%) 41036 : out of range
Severe: avg_fgdepar=-61.3541, expected range: -51.8721 35.0042 Severe: rms_fgdepar=61.3541, expected range: 0.0000 41.5982 |
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| BUFR LAND SYNOP RH2M (%) 06617 : out of range
Severe: avg_fgdepar=56.9248, expected range: -57.4676 54.6281 Severe: rms_fgdepar=56.9248, expected range: 0.0000 44.3585 |
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| BUFR LAND SYNOP RH2M (%) 57687 : out of range
Severe: rms_fgdepar=36.7475, expected range: 0.0000 20.9387 |
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| BUFR LAND SYNOP RH2M (%) 07648 : out of range
Severe: rms_fgdepar=32.1900, expected range: 0.0000 17.2339 |
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| BUFR LAND SYNOP RH2M (%) _MI13CD8 : out of range
Severe: avg_fgdepar=56.0693, expected range: -34.9278 53.7420 |
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| BUFR LAND SYNOP RH2M (%) _MI13CD8 : out of range
Severe: rms_fgdepar=56.1667, expected range: 0.0000 53.7991 |
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| BUFR LAND SYNOP RH2M (%) _MI1453B : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=58.0663, expected range: -10.0399 68.5586 |
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| BUFR LAND SYNOP RH2M (%) _MI1453B : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=58.1440, expected range: 0.0000 68.6064 |
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| BUFR LAND SYNOP RH2M (%) _MI1453B : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8370, expected range: -0.5247 0.7082 |
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| BUFR LAND SYNOP Z (M) 06798 : out of range
Severe: rms_fgdepar=205.3623, expected range: 1.4384 69.5172 |
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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 Considerable: obs_number=163.0000, expected range: 72.0899 116.4101 |
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| ship | ||
| AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46183 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8117, expected range: -0.4915 0.7500 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) BNSK : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=28.0797, expected range: -23.9605 39.7700 Severely_persistent: rms_fgdepar=28.1295, expected range: 0.0000 39.9944 Severely_persistent: avg_pge=0.9359, expected range: -0.7770 0.7500 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3EOW7 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.8770, expected range: -0.7828 0.7500 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 9V3818 : out of range
Severe: rms_fgdepar=18.2348, expected range: 0.0000 17.2779 Severe: avg_pge=0.8455, expected range: -0.7603 0.7500 |
 | |
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) ZMMC : out of range
Severe: rms_fgdepar=16.7472, expected range: 0.0000 15.8031 Severe: avg_pge=0.8938, expected range: -0.6177 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9HA4612 : out of range
Severe: rms_fgdepar=669.9357, expected range: 0.0000 404.0289 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 9V9574 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=623.4169, expected range: -428.2062 679.7582 Severe: rms_fgdepar=623.4169, expected range: 0.0000 680.8641 Severe: avg_pge=0.8270, expected range: -1.0587 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK05 : out of range
Severe: avg_fgdepar=-506.7551, expected range: -315.7142 225.7298 Severe: rms_fgdepar=511.1129, expected range: 0.0000 321.8074 Severe: avg_pge=0.8940, expected range: -0.9096 0.7500 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) 2HHG5 : out of range
Severe: rms_fgdepar=507.7678, expected range: 0.0000 761.1257 |
 | |
| BUFR SHIP SYNOP SURFACE PRESSURE (PA) S6NQ : out of range
Severe: avg_fgdepar=631.9113, expected range: 241.6395 961.4006 Severe: rms_fgdepar=642.4574, expected range: 234.4260 974.8888 Severe: avg_pge=0.8119, expected range: 0.6252 0.7500 |
 | |
| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 4301614 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-555.2129, expected range: -939.0874 804.2418 Severely_persistent: rms_fgdepar=582.1256, expected range: -754.9356 1043.4056 Severely_persistent: avg_pge=0.8952, expected range: -1.3065 0.7500 |
 | |
| metar | ||
| METAR SURFACE PRESSURE (PA) SPST : out of range
Severe: rms_fgdepar=338.8368, expected range: 11.6452 130.6503 |
 | |
| snow | ||
| AUTOMATIC LAND SYNOP SNOW (CM) 11316 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-111.1916, expected range: -131.6461 -80.7187 Severely_persistent: rms_fgdepar=111.1916, expected range: 80.7187 131.6461 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 11110 : out of range
14 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-77.6181, expected range: -96.2554 -61.6785 Severely_persistent: rms_fgdepar=77.6181, expected range: 61.6785 96.2554 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=66.6279, expected range: 54.9876 74.3664 Severely_persistent: rms_fgdepar=66.6279, expected range: 54.9876 74.3664 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 11138 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-132.2554, expected range: -162.9978 -93.3983 Severely_persistent: rms_fgdepar=132.2554, expected range: 93.3983 162.9978 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-88.8999, expected range: -96.7839 -76.3684 |
||
| BUFR LAND SYNOP SNOW (CM) _MI136C1 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=88.9048, expected range: 76.3693 96.8126 |
||
| BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-65.5227, expected range: -69.1133 -59.2488 |
||
| BUFR LAND SYNOP SNOW (CM) _MI13B42 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=65.5297, expected range: 59.2709 69.1101 |
||
| BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-59.7974, expected range: -67.8562 -40.9299 |
||
| BUFR LAND SYNOP SNOW (CM) _MI14C63 : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=59.8011, expected range: 40.9413 67.8533 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-78.5166, expected range: -82.8218 -73.0059 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BC83 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=78.5183, expected range: 73.0125 82.8273 |
||
| BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-84.9661, expected range: -90.9054 -80.1316 |
||
| BUFR LAND SYNOP SNOW (CM) _MI18EB4 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=84.9679, expected range: 80.1645 90.9031 |
||
| BUFR LAND SYNOP SNOW (CM) 30815 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=66.7697, expected range: 55.1261 74.5147 Severely_persistent: rms_fgdepar=66.7697, expected range: 55.1261 74.5147 |
 | |
| BUFR LAND SYNOP SNOW (CM) 08915 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-94.0735, expected range: -112.7331 -12.9739 Severely_persistent: rms_fgdepar=94.0735, expected range: 12.9739 112.7331 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-69.9817, expected range: -74.1979 -63.4186 |
||
| BUFR LAND SYNOP SNOW (CM) _MI17425 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=69.9834, expected range: 63.4311 74.1990 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-60.5229, expected range: -65.2896 -53.6635 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11375 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=60.5265, expected range: 53.6711 65.3023 |
||
| BUFR LAND SYNOP SNOW (CM) 14006 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=59.3882, expected range: 34.2328 62.4918 Severely_persistent: rms_fgdepar=59.3882, expected range: 34.2328 62.4918 |
 | |
| 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=-89.5563, expected range: -105.0471 -50.6099 |
||
| 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=89.5586, expected range: 50.6604 105.0555 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11CE6 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=51.1823, expected range: 45.4167 68.5196 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11CE6 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=51.1823, expected range: 45.4169 68.5280 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-52.8312, expected range: -54.8146 -50.9504 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BD27 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=52.8401, expected range: 50.9692 54.8152 |
||
| BUFR LAND SYNOP SNOW (CM) 47067 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=99.4586, expected range: 99.1985 99.9903 Severely_persistent: rms_fgdepar=99.4586, expected range: 99.1991 99.9899 |
 | |
| BUFR LAND SYNOP SNOW (CM) 01008 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-58.0096, expected range: -60.2050 -39.9459 Severely_persistent: rms_fgdepar=58.0099, expected range: 39.9487 60.2102 |
 | |
| BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=54.2593, expected range: 26.0503 61.8327 |
||
| BUFR LAND SYNOP SNOW (CM) _7052E08 : out of range
12 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=54.2598, expected range: 26.1124 61.8112 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-69.3645, expected range: -77.1236 -66.6070 |
||
| BUFR LAND SYNOP SNOW (CM) _MI11058 : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=69.3671, expected range: 66.6269 77.1230 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-62.5937, expected range: -82.2656 -36.5871 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1BF39 : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=62.5937, expected range: 36.5927 82.2620 |
||
| BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-74.0223, expected range: -81.3920 -64.4588 |
||
| BUFR LAND SYNOP SNOW (CM) _MI14D1B : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=74.0234, expected range: 64.4680 81.4035 |
||
| BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-60.3221, expected range: -65.2822 -47.6602 |
||
| BUFR LAND SYNOP SNOW (CM) _MI190AB : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=60.3221, expected range: 47.6595 65.2852 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-83.2601, expected range: -89.0700 -69.0831 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=83.2615, expected range: 69.0844 89.0762 |
||
| 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=-62.7712, expected range: -65.6054 -54.0740 |
||
| 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=62.7732, expected range: 54.0959 65.6179 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
32 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-82.1655, expected range: -85.2525 -77.3406 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1F5DD : out of range
32 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=82.1692, expected range: 77.8699 85.2480 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-79.6586, expected range: -85.9113 -62.3036 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1D8AE : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=79.6636, expected range: 62.3345 85.9071 |
||
| BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-75.6441, expected range: -79.4736 -61.9318 |
||
| BUFR LAND SYNOP SNOW (CM) _MI13CBF : out of range
38 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=75.6500, expected range: 61.9547 79.4759 |
||
| AUTOMATIC LAND SYNOP SNOW (CM) 07061 : out of range
Severe: avg_fgdepar=89.0000, expected range: -0.0061 0.0046 Severe: rms_fgdepar=89.0000, expected range: -0.0077 0.0101 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 17042 : out of range
Severe: rms_fgdepar=23.7482, expected range: -0.3701 0.4794 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 17285 : out of range
Severe: rms_fgdepar=22.0800, expected range: 0.0000 10.6724 |
 | |
| MANUAL LAND SYNOP SNOW (CM) 71727 : out of range
Severe: rms_fgdepar=47.9210, expected range: 0.0000 6.1834 |
 | |
| ROCOB TEMP SNOW (CM) 63301030 : out of range
Severe: rms_fgdepar=27.1316, expected range: 0.4238 14.3389 |
 | |
| ROCOB TEMP SNOW (CM) 63302052 : out of range
Severe: rms_fgdepar=16.5175, expected range: 1.7621 8.0660 |
 | |
| ROCOB TEMP SNOW (CM) 63306884 : out of range
Severe: rms_fgdepar=29.4775, expected range: 0.0000 13.4474 |
 | |
| ROCOB TEMP SNOW (CM) 63303278 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=19.0838, expected range: 8.0347 14.1974 |
 | |
| BUFR LAND SYNOP SNOW (CM) 07061 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=72.8182, expected range: -0.0078 0.0061 Severe: rms_fgdepar=80.5035, expected range: -0.0090 0.0116 |
 | |
| BUFR LAND SYNOP SNOW (CM) 01361 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=29.6103, expected range: -6.7912 11.0953 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-78.3662, expected range: -82.1812 -70.4508 |
||
| BUFR LAND SYNOP SNOW (CM) _MI15C54 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=78.3666, expected range: 67.3803 83.3745 |
||
| BUFR LAND SYNOP SNOW (CM) 01238 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=19.4604, expected range: 4.8762 8.0939 |
 | |
| BUFR LAND SYNOP SNOW (CM) 01459 : out of range
Severe: rms_fgdepar=16.9640, expected range: 0.0000 3.4936 |
 | |
| t2m | ||
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.8699, expected range: -18.8320 3.2537 Severely_persistent: rms_fgdepar=13.9295, expected range: 0.0000 19.2443 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.2679, expected range: -24.3881 15.5881 Severely_persistent: rms_fgdepar=12.3473, expected range: 0.0000 19.6566 |
 | |
| METAR 2M TEMPERATURE (K) VECX : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.9960, expected range: -14.7312 -8.0488 Severely_persistent: rms_fgdepar=15.3421, expected range: 7.8802 15.3123 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 04112 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.4100, expected range: -19.9245 -5.8705 Severely_persistent: rms_fgdepar=13.5869, expected range: 6.0851 20.0063 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI10343 : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.0506, expected range: 0.0000 16.1639 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25715 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.9539, expected range: -18.8865 3.2230 Severely_persistent: rms_fgdepar=14.0106, expected range: 0.0000 19.3027 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.3478, expected range: -24.5272 15.5781 Severely_persistent: rms_fgdepar=12.4271, expected range: 0.0000 19.8574 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.0752, expected range: -20.8497 3.5044 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AF46 : out of range
12 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=14.0925, expected range: 0.0000 20.8649 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-12.5535, expected range: -17.9016 3.3536 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI18957 : out of range
8 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=12.5865, expected range: 0.0000 18.0592 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.1132, expected range: -17.0376 3.2255 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI1AFE9 : out of range
8 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=13.1392, expected range: 0.0000 17.2496 |
||
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.1832, expected range: -12.3955 -8.3297 Severe: rms_fgdepar=12.2607, expected range: 8.6625 12.5708 |
 | |
| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 11349 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=12.5560, expected range: -2.2968 7.8511 Severe: rms_fgdepar=12.8693, expected range: 0.0000 8.4585 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 94500 : out of range
Severe: rms_fgdepar=10.4939, expected range: 0.0000 4.2927 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25707 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.1229, expected range: -2.8471 4.4384 Severe: rms_fgdepar=12.1633, expected range: 0.0000 4.8300 |
 | |
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 24477 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.1353, expected range: -14.7235 0.8330 Severe: rms_fgdepar=13.1396, expected range: 0.7898 13.9654 |
 | |
| METAR 2M TEMPERATURE (K) UWKE : out of range
Severe: rms_fgdepar=10.9664, expected range: 0.0000 4.3427 |
 | |
| METAR 2M TEMPERATURE (K) UUYY : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=13.9371, expected range: 0.3970 2.7341 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI17F40 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=12.0676, expected range: 1.2922 16.0649 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI19322 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=12.4929, expected range: 1.0822 10.9042 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI19322 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=12.5363, expected range: 1.5480 11.1314 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI11842 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=12.1064, expected range: -4.3825 14.0840 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI11842 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=12.1738, expected range: 0.0000 13.8819 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _7057942 : out of range
Severe: rms_fgdepar=10.2700, expected range: 0.0000 5.1375 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI173C5 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=12.7814, expected range: 1.9477 10.9845 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI173C5 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=12.7918, expected range: 2.3777 11.3616 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) 33646 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=10.0842, expected range: 0.0233 2.9246 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI177F6 : out of range
Severe: avg_fgdepar=12.2660, expected range: -5.9682 12.3193 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI177F6 : out of range
Severe: rms_fgdepar=12.3377, expected range: 0.0000 12.2128 |
||
| BUFR LAND SYNOP 2M TEMPERATURE (K) 25707 : out of range
Severe: avg_fgdepar=-12.1639, expected range: -2.8898 4.4167 Severe: rms_fgdepar=12.2041, expected range: 0.0000 4.8069 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 06617 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=13.3325, expected range: -8.2542 14.4687 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 24477 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.1853, expected range: -14.7735 0.7830 Severe: rms_fgdepar=13.1896, expected range: 0.8226 14.0244 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 89578 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.1154, expected range: -12.3742 -8.4119 Severe: rms_fgdepar=12.1941, expected range: 8.7453 12.5213 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 11349 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=12.3941, expected range: -2.3220 7.6953 Severe: rms_fgdepar=12.7050, expected range: 0.0000 8.2917 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _7050E7B : out of range
Severe: rms_fgdepar=10.6718, expected range: 0.0000 3.2464 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _705AACC : out of range
Severe: avg_fgdepar=-13.8649, expected range: -5.8243 7.2264 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _705AACC : out of range
Severe: rms_fgdepar=14.1125, expected range: 0.3750 5.8902 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI140FC : out of range
Severe: avg_fgdepar=-12.9791, expected range: -10.6822 3.5350 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI140FC : out of range
Severe: rms_fgdepar=12.9838, expected range: 0.0000 10.5526 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) : out of range
Considerable: obs_number=305.0000, expected range: 252.4642 279.2858 |
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| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) 11053 : out of range
Severe: rms_fgdepar=36.4004, expected range: 0.0000 18.8848 |
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| AUTOMATIC LAND SYNOP RH2M (%) 68425 : out of range
Severe: rms_fgdepar=38.2979, expected range: 0.0000 21.4004 |
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| BUFR LAND SYNOP RH2M (%) 61442 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=33.9918, expected range: 0.0000 17.9484 |
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| BUFR LAND SYNOP RH2M (%) _MI183C6 : out of range
Severe: rms_fgdepar=35.8790, expected range: 0.0000 18.8560 |
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| BUFR LAND SYNOP RH2M (%) _MI1F71F : out of range
Severe: rms_fgdepar=31.3555, expected range: 0.0000 15.1603 |
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