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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-19 00:00
| amsua | ||
| NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0479, expected range: -0.0777 -0.0695 |
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| NOAA 18 AMSUA ALL SKY RADIANCES CHANNEL 11 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.9756, expected range: -0.9015 -0.8277 |
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| NOAA 19 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=-0.5795, expected range: -0.5188 -0.5010 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
13 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.8607, expected range: -0.7854 -0.6857 |
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| NOAA 15 AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
Slight: stdev_norm_fgdepar=0.8369, expected range: 0.7400 0.8051 |
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| iasi | ||
| METOP-C IASI RADIANCES CHANNEL 262 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0553, expected range: 0.0325 0.0407 |
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| METOP-C IASI RADIANCES CHANNEL 269 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0738, expected range: -0.0972 -0.0858 |
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| cris | ||
| NOAA20 CRIS RADIANCES CHANNEL 91 : out of range
1 times in the last 10 days for at least one item Severe: avg_biascorr=-0.0205, expected range: -0.0354 -0.0301 |
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| NOAA20 CRIS RADIANCES CHANNEL 92 : out of range
1 times in the last 10 days for at least one item Severe: avg_biascorr=0.0319, expected range: 0.0188 0.0209 |
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| NOAA20 CRIS RADIANCES CHANNEL 95 : out of range
1 times in the last 10 days for at least one item Severe: avg_biascorr=0.0610, expected range: 0.0388 0.0503 |
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| NOAA20 CRIS RADIANCES CHANNEL 96 : out of range
1 times in the last 10 days for at least one item Severe: avg_biascorr=-0.0102, expected range: -0.0366 -0.0257 |
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| NOAA20 CRIS RADIANCES CHANNEL 97 : out of range
1 times in the last 10 days for at least one item Severe: avg_biascorr=0.0575, expected range: 0.0274 0.0402 |
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| NOAA20 CRIS RADIANCES CHANNEL 108 : out of range
1 times in the last 10 days for at least one item Severe: avg_biascorr=-0.0434, expected range: -0.0807 -0.0702 |
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| mhs | ||
| NOAA-19 MHS ALLSKY RADIANCES CHANNEL 4 : out of range
2 times in the last 10 days for at least one item Considerable: avg_biascorr=0.5163, expected range: 0.4082 0.4798 |
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| NOAA-19 MHS ALLSKY RADIANCES CHANNEL 5 : out of range
2 times in the last 10 days for at least one item Considerable: avg_biascorr=0.0713, expected range: -0.0331 0.0308 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 19 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1435, expected range: -0.2090 -0.1786 |
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| NPP ATMS RADIANCES CHANNEL 20 : out of range
17 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0444, expected range: -0.0267 -0.0209 |
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| NPP ATMS RADIANCES CHANNEL 14 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0053, expected range: -0.0283 -0.0164 |
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| NPP ATMS RADIANCES CHANNEL 12 : out of range
22 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5039, expected range: -0.4307 -0.4023 |
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| NPP ATMS RADIANCES CHANNEL 13 : out of range
26 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.4839, expected range: -0.3684 -0.3146 |
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| NOAA20 ATMS RADIANCES CHANNEL 20 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2426, expected range: -0.3117 -0.2913 |
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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=-0.0422, expected range: -0.1071 -0.1047 |
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| NOAA20 ATMS RADIANCES CHANNEL 22 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.5284, expected range: 0.4436 0.4639 |
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| NOAA20 ATMS RADIANCES CHANNEL 12 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.6165, expected range: -0.5637 -0.5159 |
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| NPP ATMS RADIANCES CHANNEL 18 : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=7122.0000, expected range: 4608.6712 6584.5558 |
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| gpsro | ||
| COSMIC2-E6 GPSRO RISING (24 impact heights affected) : out of range
Considerable: obs_number=346.0000, expected range: 1312.0521 2516.6979 |
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| resat | ||
| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 250-251 (HPA) : out of range
6 times in the last 10 days for at least one item Slight: avg_fgdepar=-0.0625, expected range: -0.2132 -0.0991 |
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| Radiosondes | ||
| LAND TEMP Q (G/KG) 38341 PRESSURE LAYER 900-1200 (HPA) : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=6.5935, expected range: -2.1329 9.8516 Severely_persistent: rms_fgdepar=6.6557, expected range: 0.0000 9.7878 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 17281 PRESSURE LAYER 900-1200 (HPA : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8397, expected range: 0.2916 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 27199 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=15.2034, expected range: 0.0000 5.7064 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 27199 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: avg_pge=0.8056, expected range: -0.2845 0.3526 |
| |
| LAND TEMP Q (G/KG) 40754 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=2.0048, expected range: 0.0638 1.0810 |
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| LAND TEMP Q (G/KG) 42647 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=6.0007, expected range: 0.0000 5.5980 |
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| LAND TEMP Q (G/KG) 82917 PRESSURE LAYER 900-1200 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=6.0534, expected range: -5.6552 7.8531 Severe: rms_fgdepar=6.0534, expected range: 0.0000 7.3306 Severe: avg_pge=0.8062, expected range: -0.1306 0.1594 |
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| LAND TEMP Q (G/KG) 42647 PRESSURE LAYER 900-1200 (HPA) : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-7.9970, expected range: -12.5795 14.3719 |
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| LAND TEMP TEMPERATURE (K) 23933 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=6.9107, expected range: 0.0000 1.8468 |
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| HIGH RESO LAND TEMP Q (G/KG) 10113 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.9658, expected range: 0.0000 1.6836 |
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| HIGH RESO LAND TEMP Q (G/KG) 59293 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.1149, expected range: 0.0415 1.1976 |
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| HIGH RESO LAND TEMP Q (G/KG) 47909 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=3.0770, expected range: 0.0000 1.7210 |
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| HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
Severe: obs_number=182.0000, expected range: 86.9207 93.3293 Considerable: obs_number=374.0000, expected range: 451.4912 495.3977 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 57083 (2 pressure layers affected) : out of range
Severe: rms_fgdepar=7.2465, expected range: 0.3513 2.1274 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 22 : all data missing
Severe: obs_number=0, expected range: 121.68 158.32 |
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| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severe: obs_number=0, expected range: 102.05 188.95 |
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| All HIGH RESO LAND TEMP ALL LAYERS South pole : all data missing
Severe: obs_number=0, expected range: 79.06 556.32 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : out of range
Considerable: obs_number=214.0000, expected range: 170.8063 184.6937 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA : out of range
Considerable: obs_number=108.0000, expected range: 88.8333 93.8333 |
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| amdar | ||
| AMDAR TEMPERATURE (K) TAP011 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=6.0157, expected range: 0.0000 1.2195 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) DQWGUWBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=18.0905, expected range: 0.5706 9.3006 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) OAFFVQZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.5565, expected range: 0.0000 7.3763 |
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| WIGOS AMDAR TEMPERATURE (K) EU4064 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=8.0912, expected range: -4.5691 6.2714 Severe: avg_pge=0.8463, expected range: -0.3988 0.4759 |
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| WIGOS AMDAR TEMPERATURE (K) EO0JMSBA PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=7.3173, expected range: 0.0000 5.4942 Severe: avg_pge=0.8404, expected range: -0.8014 0.7500 |
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| MODE-S WIND VECTOR DIFF (M/S) MEC9C52 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=15.3232, expected range: 0.0000 4.8369 |
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| ADS-C WIND VECTOR DIFF (M/S) CKHSYBBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.1825, expected range: 0.0000 8.6348 |
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| ADS-C WIND VECTOR DIFF (M/S) TWRTPMBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.9404, expected range: 0.8756 6.3795 |
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| ADS-C WIND VECTOR DIFF (M/S) OA1CBFJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.6782, expected range: 0.8125 6.2805 |
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| ADS-C WIND VECTOR DIFF (M/S) GG4IRSJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=22.6741, expected range: 0.0000 15.4225 |
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| ADS-C WIND VECTOR DIFF (M/S) 2CGXUXJA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=21.0736, expected range: 0.0000 14.5318 |
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| ADS-C WIND VECTOR DIFF (M/S) RSLICNRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.4062, expected range: 0.0000 8.1874 |
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| ADS-C WIND VECTOR DIFF (M/S) X0ZRVXRA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.5100, expected range: 0.0000 7.7483 |
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| ADS-C WIND VECTOR DIFF (M/S) WSRSVRZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=24.7225, expected range: 0.0000 12.1973 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AAL150 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.7919, expected range: 0.0000 7.9187 |
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| AIREP WIND VECTOR DIFF (M/S) UAL950 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.8307, expected range: 0.0759 6.9575 |
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| AIREP WIND VECTOR DIFF (M/S) UAL70 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.5875, expected range: 0.0000 8.1667 |
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| AIREP WIND VECTOR DIFF (M/S) AVA121 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=20.0595, expected range: -32.0801 45.4739 |
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| AIREP WIND VECTOR DIFF (M/S) UAL944 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=17.5740, expected range: 0.0000 7.7865 |
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| AIREP WIND VECTOR DIFF (M/S) UAL416 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.7236, expected range: 0.3572 5.1186 |
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| AIREP WIND VECTOR DIFF (M/S) AAL46 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.1670, expected range: 0.0000 8.3784 |
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| AIREP WIND VECTOR DIFF (M/S) UAL907 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.8684, expected range: 0.0000 8.1475 |
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| AIREP WIND VECTOR DIFF (M/S) AAL208 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=21.6905, expected range: 0.0000 10.9658 |
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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: rms_fgdepar=20.8053, expected range: 0.0000 9.7215 |
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| AIREP WIND VECTOR DIFF (M/S) BAW6W PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=16.3029, expected range: 1.1198 5.5756 |
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| AIREP WIND VECTOR DIFF (M/S) ETD6HZ PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.0695, expected range: 0.0000 8.4267 |
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| prof | ||
| EUROPEAN WIND PROFILER VECTOR DIFF (M/S) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: obs_number=96.0000, expected range: 111.4444 118.1111 |
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| synop | ||
| MANUAL LAND SYNOP RH2M (%) 63210 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9948, expected range: -2.0747 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42674 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.9892, expected range: -1.3817 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 96147 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-55.2012, expected range: -147.2036 82.4079 Severely_persistent: rms_fgdepar=55.2470, expected range: 0.0000 134.1456 Severely_persistent: avg_pge=1.0000, expected range: -2.0697 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 86710 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8095, expected range: -0.9401 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 96751 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-604.0809, expected range: -655.3774 -561.5701 Severely_persistent: rms_fgdepar=604.1763, expected range: 560.5111 657.4459 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 97072 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-904.7300, expected range: -1003.4223 -767.8738 Severely_persistent: rms_fgdepar=905.7299, expected range: 772.3038 1001.1579 |
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| AUTOMATIC LAND SYNOP RH2M (%) 60190 : out of range
Severe: avg_fgdepar=53.0338, expected range: -23.7667 51.4442 Severe: rms_fgdepar=53.0338, expected range: 0.0000 51.4442 Severe: avg_pge=0.9963, expected range: -0.0585 0.0837 |
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| AUTOMATIC LAND SYNOP RH2M (%) 41246 : out of range
Severe: rms_fgdepar=41.9862, expected range: 0.0000 35.2658 Severe: avg_pge=0.9999, expected range: -0.0831 0.1059 |
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| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 89542 : out of range
Severe: avg_pge=0.8435, expected range: -0.9846 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 42441 : out of range
Severe: avg_pge=0.8161, expected range: -0.9504 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 15502 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=35.7529, expected range: 0.0000 20.1368 |
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| MANUAL LAND SYNOP RH2M (%) 43083 : out of range
Severe: rms_fgdepar=32.3419, expected range: 0.0000 26.9542 Severe: avg_pge=0.9829, expected range: -0.0061 0.0134 |
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| MANUAL LAND SYNOP RH2M (%) 42249 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=36.0305, expected range: 0.0000 23.0949 Severe: avg_pge=0.8968, expected range: -0.0086 0.0182 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 40260 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-570.3347, expected range: -1762.6436 1570.6197 Severe: rms_fgdepar=573.3601, expected range: 0.0000 1353.0725 Severe: avg_pge=0.9040, expected range: -1.1225 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82181 : out of range
Severe: avg_fgdepar=-779.7984, expected range: -426.7835 253.6043 Severe: rms_fgdepar=779.7984, expected range: 0.0000 426.1250 Severe: avg_pge=0.9163, expected range: -1.2245 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 91324 : out of range
Severe: avg_fgdepar=681.5373, expected range: -495.1415 119.8457 Severe: rms_fgdepar=689.7710, expected range: 0.0000 576.5835 Severe: avg_pge=0.9137, expected range: -0.7864 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 15450 : out of range
Severe: rms_fgdepar=46.9995, expected range: 0.0000 20.2803 |
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| BUFR LAND SYNOP RH2M (%) 94660 : out of range
Severe: rms_fgdepar=32.5297, expected range: 0.0000 17.4802 |
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| BUFR LAND SYNOP RH2M (%) 60270 : out of range
Severe: rms_fgdepar=45.1000, expected range: 0.0000 38.6979 Severe: avg_pge=0.8139, expected range: -0.0401 0.0581 |
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| BUFR LAND SYNOP RH2M (%) 71470 : out of range
Severe: rms_fgdepar=36.1605, expected range: 0.0000 12.4216 |
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| BUFR LAND SYNOP RH2M (%) 60390 : out of range
Severe: avg_pge=0.8546, expected range: -0.0484 0.0645 |
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| BUFR LAND SYNOP RH2M (%) 15412 : out of range
Severe: rms_fgdepar=40.6457, expected range: 0.0000 15.8781 |
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| BUFR LAND SYNOP RH2M (%) 15482 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=30.6233, expected range: 0.0000 15.6024 |
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| BUFR LAND SYNOP RH2M (%) 15163 : out of range
Severe: rms_fgdepar=30.9781, expected range: 0.0000 15.2861 |
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| BUFR LAND SYNOP RH2M (%) 94515 : out of range
Severe: rms_fgdepar=41.9290, expected range: 0.0000 41.9178 Severe: avg_pge=0.9531, expected range: -0.0536 0.0806 |
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| BUFR LAND SYNOP RH2M (%) 02236 : out of range
Severe: rms_fgdepar=31.0720, expected range: 0.0000 15.1240 |
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| BUFR LAND SYNOP RH2M (%) 24966 : out of range
Severe: rms_fgdepar=32.3390, expected range: 1.4107 16.4663 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48921 : out of range
Severe: rms_fgdepar=436.7839, expected range: 30.0189 83.8172 Severe: avg_pge=0.8595, expected range: -0.4643 0.6012 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48952 : out of range
Severe: rms_fgdepar=326.0160, expected range: 20.9352 175.4100 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 35582 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=392.7165, expected range: 0.0000 113.5174 Severe: avg_pge=0.8557, expected range: -0.1743 0.1978 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 13625 : out of range
Severe: rms_fgdepar=452.8363, expected range: 0.0000 301.4559 Severe: avg_pge=0.8559, expected range: -0.6669 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 41998 : out of range
Severe: avg_fgdepar=-584.0465, expected range: -116.8983 163.3006 Severe: rms_fgdepar=584.0465, expected range: 0.0000 118.8325 Severe: avg_pge=0.9060, expected range: -0.4533 0.7171 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 13459 : out of range
Severe: rms_fgdepar=460.7270, expected range: 0.0000 148.9728 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 22869 : out of range
Severe: rms_fgdepar=452.2217, expected range: 0.0000 185.1418 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
Considerable: obs_number=100.0000, expected range: 123.6794 163.3206 |
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| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) 3E2426 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8809, expected range: -0.8649 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) LAQJ7 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-571.2772, expected range: -1220.1111 485.3157 Severely_persistent: rms_fgdepar=571.2772, expected range: 0.0000 1212.8830 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6PZ8 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-503.6526, expected range: -752.8245 -184.5641 Severely_persistent: rms_fgdepar=503.6526, expected range: 184.5641 752.8245 Severely_persistent: avg_pge=0.8154, expected range: 0.6478 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) PDGW : out of range
Severe: rms_fgdepar=17.2031, expected range: 0.0000 14.7632 Severe: avg_pge=0.9019, expected range: -1.0146 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) ZCDY2 : out of range
Severe: avg_fgdepar=-755.5120, expected range: -294.9199 1039.4582 Severe: rms_fgdepar=755.5120, expected range: 0.0000 1106.9462 Severe: avg_pge=0.8846, expected range: -0.8060 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WDH7563 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=578.6302, expected range: -2779.2423 2902.0176 Severe: rms_fgdepar=578.6302, expected range: 0.0000 2344.5354 Severe: avg_pge=0.8122, expected range: -0.9327 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WXU3434 : out of range
3 times in the last 10 days for at least one item Severe: rms_fgdepar=684.8390, expected range: 0.0000 331.7208 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) C6DL4 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=932.8234, expected range: -212.6772 55.0062 Severe: rms_fgdepar=934.3910, expected range: 0.0000 213.1614 Severe: avg_pge=0.8836, expected range: -0.9267 0.7500 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) KJVL : out of range
Severe: rms_fgdepar=342.9084, expected range: 0.0000 172.3351 |
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| snow | ||
| BUFR LAND SYNOP SNOW (CM) _MI1F541 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=51.4500, expected range: 28.7829 59.8465 |
||
| BUFR LAND SYNOP SNOW (CM) _MI1F541 : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=51.8184, expected range: 29.3388 60.2624 |
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| BUFR LAND SYNOP SNOW (CM) 01361 : out of range
36 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=66.9801, expected range: 45.0550 75.1625 Severely_persistent: rms_fgdepar=66.9833, expected range: 45.0639 75.1618 |
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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=-68.2414, expected range: -78.9298 -68.4436 Severely_persistent: rms_fgdepar=68.2414, expected range: 68.4436 78.9298 |
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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=-757.3923, expected range: -749.3193 -721.9564 |
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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=757.3937, expected range: 721.9566 749.3203 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=86.8590, expected range: 84.9493 111.2336 |
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| BUFR LAND SYNOP SNOW (CM) _MI17AC6 : out of range
34 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=86.8613, expected range: 84.9458 111.2737 |
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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=-90.9640, expected range: -93.3099 -87.6394 Severely_persistent: rms_fgdepar=90.9654, expected range: 87.6395 93.3101 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MF1378B : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=55.4545, expected range: 56.6932 139.2187 |
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| BUFR LAND SYNOP SNOW (CM) _MF1378B : out of range
10 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=55.4617, expected range: 56.6957 139.2254 |
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| BUFR LAND SYNOP SNOW (CM) 13492 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=37.2279, expected range: 0.0000 7.8432 |
 | |
| BUFR LAND SYNOP SNOW (CM) _MF1B2B2 : out of range
Severe: avg_fgdepar=56.8200, expected range: 44.8131 63.1214 |
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| BUFR LAND SYNOP SNOW (CM) _MF1B2B2 : out of range
Severe: rms_fgdepar=56.8218, expected range: 44.8160 63.1300 |
||
| BUFR LAND SYNOP SNOW (CM) : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=18.3309, expected range: -1.5662 2.5454 Severe: rms_fgdepar=28.6357, expected range: -3.7594 7.4739 |
 | |
| t2m | ||
| LAND TEMP 2M TEMPERATURE (K) 65503 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.0296, expected range: -24.4646 7.1417 Severely_persistent: rms_fgdepar=13.0296, expected range: 0.0000 24.5764 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.9717, expected range: -40.9465 20.6797 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
15 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=16.9816, expected range: 5.8134 22.6021 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.8772, expected range: -20.7372 -4.2140 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
16 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=14.8800, expected range: 4.8681 20.2967 |
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| LAND TEMP 2M TEMPERATURE (K) 17130 : out of range
Severe: avg_fgdepar=-19.0032, expected range: -3.7336 7.4812 Severe: rms_fgdepar=19.0032, expected range: 0.0000 5.7286 |
 | |
| LAND TEMP 2M TEMPERATURE (K) 83525 : out of range
Severe: avg_fgdepar=-19.9540, expected range: -5.0637 1.4423 Severe: rms_fgdepar=19.9540, expected range: 0.0000 4.5208 |
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