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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2022-05-21 00:00
| amsua | ||
| 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=-0.5644, expected range: -0.5188 -0.4987 |
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| METOP-B AMSUA ALL SKY RADIANCES CHANNEL 7 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5361, expected range: -0.4798 -0.4754 |
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| METOP-C AMSUA ALL SKY RADIANCES CHANNEL 12 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.8721, expected range: -0.7854 -0.7105 |
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| iasi | ||
| METOP-C IASI RADIANCES CHANNEL 262 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0497, expected range: 0.0358 0.0407 |
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| METOP-C IASI RADIANCES CHANNEL 269 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0757, expected range: -0.0961 -0.0858 |
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| mhs | ||
| NOAA-19 MHS ALLSKY RADIANCES CHANNEL 5 : out of range
3 times in the last 10 days for at least one item Severe: avg_biascorr=0.0530, expected range: 0.0014 0.0308 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 19 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.1279, expected range: -0.2116 -0.1786 |
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| NPP ATMS RADIANCES CHANNEL 20 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.0531, expected range: -0.0238 -0.0209 |
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| NPP ATMS RADIANCES CHANNEL 22 : out of range
19 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=0.7466, expected range: 0.6539 0.6678 |
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| NPP ATMS RADIANCES CHANNEL 11 : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.2826, expected range: -0.2392 -0.2255 |
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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=-0.4989, expected range: -0.4307 -0.4236 |
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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=-0.4644, expected range: -0.3684 -0.3106 |
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| NOAA20 ATMS RADIANCES CHANNEL 19 : out of range
16 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.3809, expected range: -0.4712 -0.4233 |
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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=-0.2291, expected range: -0.3032 -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=-0.0364, expected range: -0.1051 -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=0.5459, expected range: 0.4354 0.4639 |
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| gpsro | ||
| COSMIC2-E3 GPSRO SETTING HEIGHT 42-44 KM : out of range
Slight: avg_norm_fgdepar=-0.1682, expected range: -0.1067 0.0712 |
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| Atmospheric Motion Vector | ||
| METEOSAT-8 AMV CLOUDY WV2 WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-60 : out of range
Considerable: avg_fgdepar=4.5084, expected range: 3.7334 4.1367 |
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| resat | ||
| NOAA-19 SBUV OZONE, TOP PRESSURE LAYER 250-251 (HPA) : out of range
9 times in the last 10 days for at least one item Slight: avg_fgdepar=-0.0396, expected range: -0.2195 -0.0991 |
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| Radiosondes | ||
| All HIGH RESO LAND TEMP ALL LAYERS WMO BLOCK 85 : all data missing
Severely_persistent: obs_number=0, expected range: 101.17 186.43 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 17220 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=17.8321, expected range: 0.0000 9.2603 Severe: avg_pge=0.8298, expected range: -0.3382 0.5242 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 40745 PRESSURE LAYER 600-900 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=18.9869, expected range: 0.0000 10.2302 |
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| LAND TEMP TEMPERATURE (K) 89009 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=9.3389, expected range: 0.0733 9.9262 |
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| LAND TEMP Q (G/KG) 40745 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=3.6323, expected range: 0.0000 1.7319 |
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| LAND TEMP Q (G/KG) 42809 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=-6.2219, expected range: -4.3613 6.4005 Severe: rms_fgdepar=6.3083, expected range: 0.0000 7.2249 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) (2 pressure layers affected : missing
Severe: obs_number=0.0000, expected range: 25.0239 163.8001 Considerable: obs_number=245.0000, expected range: 397.5883 440.1617 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA : missing
Severe: obs_number=0.0000, expected range: 36.9298 143.4036 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 58725 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=11.1580, expected range: 0.1534 2.5524 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) 60155 PRESSURE LAYER 900-1200 (HPA : out of range
Severe: rms_fgdepar=6.8411, expected range: 0.1220 2.0452 |
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| HIGH RESO LAND TEMP Q (G/KG) 12374 PRESSURE LAYER 600-900 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=2.1600, expected range: 0.0000 1.0092 |
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| HIGH RESO LAND TEMP Q (G/KG) 72261 PRESSURE LAYER 900-1200 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=4.9123, expected range: 0.0000 2.4324 |
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| HIGH RESO LAND TEMP Q (G/KG) 72402 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=4.1355, expected range: 0.0000 1.8033 |
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| All HIGH RESO LAND TEMP ALL LAYERS Indian Ocean Tropica : all data missing
Severe: obs_number=0, expected range: 29.09 286.89 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=64.0000, expected range: 113.7930 176.4570 Slight: obs_number=40161.0000, expected range: 41709.7293 43796.5207 |
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| HIGH RESO LAND TEMP TEMPERATURE (K) (3 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=575.0000, expected range: 659.4125 679.9875 |
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| HIGH RESO LAND TEMP Q (G/KG) (2 pressure layers affected) : out of range
1 times in the last 10 days for at least one item Considerable: obs_number=843.0000, expected range: 745.0859 769.5808 |
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| amdar | ||
| WIGOS AMDAR TEMPERATURE (K) EO0JMSBA PRESSURE LAYER 0-300 (HPA) : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8534, expected range: -1.5492 0.7500 |
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| AMDAR WIND VECTOR DIFF (M/S) JP9Z448Z PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=18.6460, expected range: 0.0000 9.9067 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) QZPUILBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=17.8338, expected range: 0.0000 9.1131 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) X55EIRZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.6540, expected range: 0.0000 10.2589 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) L5RUIRZA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.5090, expected range: 0.0000 7.5846 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) OOGRA4BA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=16.5267, expected range: 0.0000 4.2103 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) HEOEISRA PRESSURE LAYER 300-600 (HP : out of range
Severe: rms_fgdepar=16.4355, expected range: 0.0000 7.0868 |
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| WIGOS AMDAR WIND VECTOR DIFF (M/S) 12FENVBA PRESSURE LAYER 900-1200 (H : out of range
Severe: rms_fgdepar=17.7614, expected range: 0.3169 6.2686 |
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| WIGOS AMDAR TEMPERATURE (K) EU5327 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=6.4929, expected range: 0.0000 2.5084 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) ANZ945 PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=21.5071, expected range: -3.4423 12.7280 Severe: rms_fgdepar=26.0913, expected range: 0.0000 14.9134 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 42339 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=17.6021, expected range: 0.2976 5.4681 Severe: avg_pge=0.8155, expected range: -0.1889 0.2775 |
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| LAND PILOT WIND VECTOR DIFF (M/S) 64700 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=20.5023, expected range: -5.6862 15.9565 Severe: rms_fgdepar=21.8896, expected range: 0.0000 16.7055 |
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| LAND PILOT WIND VECTOR DIFF (M/S) 42369 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: avg_fgdepar=22.0329, expected range: -1.9545 7.7950 Severe: rms_fgdepar=22.0357, expected range: 0.0000 8.1215 |
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| synop | ||
| MANUAL LAND SYNOP RH2M (%) 42770 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=51.6649, expected range: 3.2470 83.3743 Severely_persistent: rms_fgdepar=51.6649, expected range: 3.2470 83.3743 Severely_persistent: avg_pge=0.9999, expected range: -0.3568 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 44232 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8415, expected range: -0.5831 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 91425 : out of range
5 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=453.4544, expected range: 0.0000 402.4707 Severely_persistent: avg_pge=0.8730, expected range: -1.1747 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 96147 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-69.8268, expected range: -148.9725 77.6616 Severely_persistent: rms_fgdepar=69.8533, expected range: 0.0000 133.9568 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 96751 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-584.3134, expected range: -659.4060 -560.3432 Severely_persistent: rms_fgdepar=586.1520, expected range: 559.9745 660.5626 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 97072 : out of range
24 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-914.3977, expected range: -1021.8297 -765.3348 Severely_persistent: rms_fgdepar=920.3841, expected range: 769.5708 1019.4732 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 76243 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8619, expected range: -0.3389 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 38344 : out of range
9 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=785.1488, expected range: -514.4579 622.9396 Severely_persistent: rms_fgdepar=804.6005, expected range: 0.0000 580.0122 Severely_persistent: avg_pge=0.9126, expected range: -1.3735 0.7500 |
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| AUTOMATIC LAND SYNOP RH2M (%) 60190 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.9566, expected range: -1.5309 0.7500 |
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| AUTOMATIC LAND SYNOP RH2M (%) 68493 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-67.6545, expected range: -131.7987 109.8937 Severe: rms_fgdepar=67.6545, expected range: -84.7505 116.6216 Severe: avg_pge=1.0000, expected range: -2.0217 0.7500 |
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| AUTOMATIC LAND SYNOP RH2M (%) 41304 : out of range
Severe: rms_fgdepar=30.0759, expected range: 0.0000 11.2097 |
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| MANUAL LAND SYNOP RH2M (%) 60150 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=51.9927, expected range: -71.2711 89.9096 Severe: rms_fgdepar=51.9927, expected range: -56.5532 81.7995 |
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| MANUAL LAND SYNOP RH2M (%) 60531 : out of range
Severe: rms_fgdepar=49.2838, expected range: 0.0000 48.4867 Severe: avg_pge=0.8424, expected range: -0.0143 0.0265 |
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| MANUAL LAND SYNOP RH2M (%) 42176 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=1.0000, expected range: -0.5093 0.6238 |
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| MANUAL LAND SYNOP RH2M (%) 21937 : out of range
Severe: rms_fgdepar=37.8865, expected range: 8.4587 25.0584 |
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| MANUAL LAND SYNOP RH2M (%) 42077 : out of range
2 times in the last 10 days for at least one item Severe: avg_pge=0.9962, expected range: -1.4323 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82143 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=313.9176, expected range: 0.0000 201.2647 Severe: avg_pge=0.8066, expected range: -0.7348 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 83235 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-686.8962, expected range: -133.1695 67.4925 Severe: rms_fgdepar=686.8962, expected range: 0.0000 121.8853 Severe: avg_pge=0.8982, expected range: -0.7234 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82476 : out of range
Severe: rms_fgdepar=455.5139, expected range: 0.0000 190.4252 Severe: avg_pge=0.8750, expected range: -0.4089 0.4712 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82596 : out of range
Severe: rms_fgdepar=480.7198, expected range: 0.0000 450.6562 Severe: avg_pge=0.8742, expected range: -1.2185 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 78458 : out of range
Severe: rms_fgdepar=512.0403, expected range: 0.0000 193.3895 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82588 : out of range
Severe: rms_fgdepar=488.6465, expected range: 0.0000 306.2621 Severe: avg_pge=0.8695, expected range: -0.9950 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 82879 : out of range
Severe: rms_fgdepar=444.2600, expected range: 0.0000 83.5447 Severe: avg_pge=0.8694, expected range: 0.0000 0.0000 |
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| MANUAL LAND SYNOP Z (M) 41508 : out of range
Severe: avg_pge=0.9017, expected range: -1.1193 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 60390 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=56.5947, expected range: -48.1406 80.7024 Severe: rms_fgdepar=56.5947, expected range: 0.0000 80.7024 Severe: avg_pge=0.9992, expected range: -1.2493 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 60522 : out of range
Severe: avg_pge=0.9299, expected range: -0.0025 0.0099 |
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| BUFR LAND SYNOP RH2M (%) 08544 : out of range
Severe: avg_fgdepar=50.6300, expected range: -33.9036 35.3124 Severe: rms_fgdepar=50.6300, expected range: 0.0000 25.6510 Severe: avg_pge=0.9990, expected range: -0.0032 0.0106 |
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| BUFR LAND SYNOP RH2M (%) 72254 : out of range
Severe: rms_fgdepar=37.5159, expected range: 0.0000 9.5140 |
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| BUFR LAND SYNOP RH2M (%) 08075 : out of range
Severe: avg_fgdepar=52.9360, expected range: -17.5817 43.0514 Severe: rms_fgdepar=53.8199, expected range: 0.0000 47.1180 |
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| BUFR LAND SYNOP RH2M (%) 94637 : out of range
Severe: rms_fgdepar=32.8427, expected range: 0.0000 10.1816 |
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| BUFR LAND SYNOP RH2M (%) 81888 : out of range
Severe: avg_pge=0.8618, expected range: -0.5337 0.6646 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 28952 : out of range
Severe: rms_fgdepar=510.4818, expected range: 0.0000 128.5385 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 41953 : out of range
Severe: rms_fgdepar=361.3737, expected range: 0.0000 147.0041 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 08544 : out of range
Severe: avg_fgdepar=957.1402, expected range: -149.8077 241.7257 Severe: rms_fgdepar=957.1402, expected range: 0.0000 186.3802 Severe: avg_pge=0.9470, expected range: -0.0467 0.0531 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 48385 : out of range
Severe: rms_fgdepar=342.2405, expected range: 19.2709 104.4700 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 30028 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-534.9863, expected range: -140.8432 212.0099 Severe: rms_fgdepar=760.0971, expected range: 0.0000 211.3710 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 91568 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=445.0116, expected range: 0.0000 118.3211 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) : out of range
1 times in the last 10 days for at least one item Considerable: rms_fgdepar=181.9857, expected range: 10.0984 122.7645 Considerable: obs_number=80.0000, expected range: 88.5730 92.9826 |
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| ship | ||
| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) WDH7560 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8241, expected range: -0.7209 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WDH7563 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=610.5510, expected range: -2588.7043 2914.7876 Severely_persistent: rms_fgdepar=610.5510, expected range: 0.0000 2153.5463 Severely_persistent: avg_pge=0.8330, expected range: -0.8062 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) ZCEF2 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=586.9635, expected range: -815.1166 657.4672 Severe: rms_fgdepar=586.9635, expected range: -527.7413 742.4478 Severe: avg_pge=0.8386, expected range: -1.6202 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) MAOR6 : out of range
Severe: rms_fgdepar=304.3569, expected range: 0.0000 150.8132 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) V7DJ7 : out of range
Severe: avg_fgdepar=1043.2188, expected range: -527.9755 992.0076 Severe: rms_fgdepar=1043.2188, expected range: 0.0000 992.0076 Severe: avg_pge=0.8966, expected range: -1.1282 0.7500 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 4601592 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8465, expected range: -1.3830 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 3301613 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=542.6207, expected range: 0.0000 205.9143 Severe: avg_pge=0.8840, expected range: -0.4803 0.6028 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6102797 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.8538, expected range: 0.7663 0.7500 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) NVVA : out of range
Severe: rms_fgdepar=409.7975, expected range: 0.0000 171.7574 |
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| METAR SURFACE PRESSURE (PA) HAAB : out of range
Severe: rms_fgdepar=746.6705, expected range: 0.0000 130.6872 |
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| METAR SURFACE PRESSURE (PA) MGPB : out of range
Severe: rms_fgdepar=342.4277, expected range: 0.0000 159.9600 |
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| METAR SURFACE PRESSURE (PA) GFLL : out of range
Severe: rms_fgdepar=542.4685, expected range: 0.0000 171.5422 |
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| METAR SURFACE PRESSURE (PA) MSSM : out of range
Severe: avg_fgdepar=-536.9057, expected range: -303.7810 177.5264 Severe: rms_fgdepar=685.0625, expected range: 0.0000 261.1210 |
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| METAR SURFACE PRESSURE (PA) LRBO : out of range
Severe: rms_fgdepar=317.0778, expected range: 0.0000 134.3778 |
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| METAR SURFACE PRESSURE (PA) LPOV : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=646.3193, expected range: 0.0000 140.7210 |
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| snow | ||
| 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=67.7842, expected range: 52.1758 74.0089 Severely_persistent: rms_fgdepar=67.7851, expected range: 52.1860 74.0056 |
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| BUFR LAND SYNOP SNOW (CM) _MF1B2B2 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=59.1849, expected range: 48.8402 62.8048 |
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| BUFR LAND SYNOP SNOW (CM) _MF1B2B2 : out of range
6 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=59.2047, expected range: 48.8495 62.8050 |
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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=-66.6039, expected range: -79.0823 -65.5443 Severely_persistent: rms_fgdepar=66.6039, expected range: 65.5443 79.0823 |
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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=-776.0958, expected range: -765.8905 -715.8418 |
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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=776.0959, expected range: 715.8405 765.8934 |
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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=68.8338, expected range: 74.2516 118.3521 |
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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=68.8708, expected range: 74.2509 118.3936 |
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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=-93.0907, expected range: -93.3461 -87.5205 Severely_persistent: rms_fgdepar=93.0956, expected range: 87.5205 93.3466 |
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| MANUAL LAND SYNOP SNOW (CM) 24143 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=17.7627, expected range: 0.0000 5.1323 |
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| MANUAL LAND SYNOP SNOW (CM) 31004 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=24.9011, expected range: 7.8704 16.8836 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
Severe: avg_fgdepar=51.9700, expected range: 28.0051 53.9482 |
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| BUFR LAND SYNOP SNOW (CM) _MI1D33C : out of range
Severe: rms_fgdepar=53.1225, expected range: 27.7997 55.0875 |
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| t2m | ||
| METAR 2M TEMPERATURE (K) UGMS : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=12.2288, expected range: 8.6389 15.4502 Severely_persistent: rms_fgdepar=12.3159, expected range: 8.7636 15.4603 |
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| 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=-12.6114, expected range: -24.5863 6.6802 Severely_persistent: rms_fgdepar=12.8629, expected range: 0.0000 24.7181 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-17.6421, expected range: -42.6508 16.0906 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI13149 : out of range
18 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=17.6667, expected range: 8.3829 23.6492 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.3261, expected range: -19.0410 -10.9467 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) _MI158E9 : out of range
20 times in the last 10 days for at least one item Severely_persistent: rms_fgdepar=14.3417, expected range: 10.9970 19.0534 |
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| METAR 2M TEMPERATURE (K) OIGK : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-13.5419, expected range: -11.7293 -2.3789 Severe: rms_fgdepar=13.8613, expected range: 3.0084 12.1100 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 89734 : out of range
Severe: avg_fgdepar=-12.5743, expected range: -11.4543 -4.3540 Severe: rms_fgdepar=12.6682, expected range: 4.5847 11.4759 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 89744 : out of range
Severe: rms_fgdepar=12.0314, expected range: 0.8443 8.4630 |
 | |
| BUFR LAND SYNOP 2M TEMPERATURE (K) 89507 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-15.4343, expected range: -14.9305 1.2283 Severe: rms_fgdepar=15.9061, expected range: 0.0000 14.6296 |
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| rh2m | ||
| BUFR LAND SYNOP RH2M (%) _3767434 : out of range
Severe: rms_fgdepar=30.5720, expected range: 3.6926 15.5446 |
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