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 Alerts are provided for information on an as-is basis and may be withdrawn or changed without notice.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 2021-01-11 12:00
| amsua | ||
| NOAA-18 AMSUA RADIANCES CHANNEL 9 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.5291, expected range: -0.6409 -0.5832 |
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| All AQUA AMSUA ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 8540.90 10745.77 |
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| iasi | ||
| METOP-B IASI RADIANCES CHANNEL 2991 : out of range
Slight: stdev_fgdepar=1.2026, expected range: 1.0411 1.1626 |
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| METOP-B IASI RADIANCES CHANNEL 2993 : out of range
Slight: stdev_fgdepar=1.2331, expected range: 1.0607 1.1912 |
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| METOP-B IASI RADIANCES CHANNEL 3107 : out of range
Slight: stdev_fgdepar=1.2954, expected range: 1.1432 1.2525 |
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| METOP-B IASI RADIANCES CHANNEL 3110 : out of range
Slight: stdev_fgdepar=1.2885, expected range: 1.1234 1.2363 |
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| METOP-B IASI RADIANCES CHANNEL 3160 : out of range
Slight: stdev_fgdepar=1.2926, expected range: 1.1395 1.2526 |
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| airs | ||
| All AQUA AIRS ALL CHANNELS Global : all data missing
Severely_persistent: obs_number=0, expected range: 5037.43 24825.12 |
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| mhs | ||
| METOP-A MHS ALLSKY RADIANCES CHANNEL 3 : out of range
33 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.3850, expected range: 0.1051 0.1500 Severely_persistent: avg_norm_fgdepar=0.0908, expected range: -0.0244 0.0288 |
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| METOP-A MHS ALLSKY RADIANCES CHANNEL 4 : out of range
31 times in the last 10 days for at least one item Severely_persistent: stdev_norm_fgdepar=0.3332, expected range: 0.0588 0.1765 Severely_persistent: avg_norm_fgdepar=0.1282, expected range: -0.0426 0.0464 |
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| METOP-B MHS ALLSKY RADIANCES CHANNEL 3 : out of range
1 times in the last 10 days for at least one item Severe: stdev_norm_fgdepar=0.6756, expected range: 0.5768 0.6248 |
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| atms | ||
| NPP ATMS RADIANCES CHANNEL 10 : out of range
7 times in the last 10 days for at least one item Severely_persistent: avg_biascorr=-0.0870, expected range: -0.1617 -0.1296 |
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| gpsro | ||
| All COSMIC-6 GPSRO SETTING ALL HEIGHTS Global : all data missing
Severely_persistent: obs_number=0, expected range: 0.00 1254.21 |
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| All COSMIC2-E6 GPSRO RISING ALL HEIGHTS Global : all data missing
Severe: obs_number=0, expected range: 707.01 3396.73 |
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| Atmospheric Motion Vector | ||
| NOAA-15 AVHRR IR WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : out of range
Considerable: avg_fgdepar=3.1815, expected range: 3.6263 4.1759 |
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| Radiosondes | ||
| LAND TEMP TEMPERATURE (K) 36096 PRESSURE LAYER 900-1200 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-11.5833, expected range: -7.4885 5.1295 Severe: rms_fgdepar=11.5833, expected range: 0.0000 7.3399 Severe: avg_pge=0.9075, expected range: -1.3601 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 34731 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=20.9450, expected range: 0.0000 17.8252 Severe: avg_pge=0.8146, expected range: -0.3933 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 44373 PRESSURE LAYER 0-300 (HPA) : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=33.2577, expected range: -9.1192 21.4937 Severe: rms_fgdepar=33.2577, expected range: 0.0000 34.3739 Severe: avg_pge=0.9133, expected range: -0.8036 0.7500 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 33791 PRESSURE LAYER 300-600 (HPA) : out of range
Severe: rms_fgdepar=26.3398, expected range: 0.0000 17.2023 |
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| LAND TEMP WIND VECTOR DIFF (M/S) 36003 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=16.2018, expected range: 0.0000 5.6932 |
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| LAND TEMP Q (G/KG) 76654 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: rms_fgdepar=3.1631, expected range: 0.0000 1.7542 |
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| LAND TEMP Q (G/KG) 38341 PRESSURE LAYER 900-1200 (HPA) : out of range
Severe: rms_fgdepar=2.6953, expected range: 0.0000 0.7290 |
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| All HIGH RESO SEA TEMP ALL LAYERS Tropics : all data missing
Severe: obs_number=0, expected range: 124.60 166.20 |
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| All HIGH RESO SEA TEMP ALL LAYERS Alantic Tropical are : all data missing
Severe: obs_number=0, expected range: 124.60 166.20 |
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| BUFR TEMP DESCENT Q (G/KG) PRESSURE LAYER 900-1200 (HPA) : missing
4 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 0.0000 484.3726 |
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| HIGH RESO LAND TEMP WIND VECTOR DIFF (M/S) PRESSURE LAYER 0-300 (HPA) : out of range
Considerable: obs_number=599.0000, expected range: 706.3864 848.6136 |
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| HIGH RESO LAND TEMP Q (G/KG) PRESSURE LAYER 600-900 (HPA) : out of range
Considerable: rms_fgdepar=1.8228, expected range: 0.7290 1.3927 |
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| amdar | ||
| MODE-S WIND VECTOR DIFF (M/S) M64C997 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.9993, expected range: 3.3068 7.4320 |
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| MODE-S WIND VECTOR DIFF (M/S) M1C5DFC PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=19.1170, expected range: 0.0346 6.4938 |
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| ADS-C WIND VECTOR DIFF (M/S) 53VLSLBA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=15.2407, expected range: 0.0000 7.4972 |
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| ADS-C WIND VECTOR DIFF (M/S) VNWI3GJA PRESSURE LAYER 0-300 (HPA) : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=24.0583, expected range: -33.5984 48.0652 |
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| ADS-C WIND VECTOR DIFF (M/S) OJRK5OJA PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=34.8514, expected range: 0.0000 18.8823 |
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| ADS-C WIND VECTOR DIFF (M/S) PRESSURE LAYER 300-600 (HPA) : missing
4 times in the last 10 days for at least one item Severe: obs_number=0.0000, expected range: 40.9664 191.6031 |
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| airep | ||
| AIREP WIND VECTOR DIFF (M/S) AMX003 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=25.5371, expected range: 0.0000 13.0349 |
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| AIREP WIND VECTOR DIFF (M/S) ETH575 PRESSURE LAYER 0-300 (HPA) : out of range
Severe: rms_fgdepar=34.7625, expected range: 0.0000 11.6312 |
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| AIREP WIND VECTOR DIFF (M/S) ETD206 PRESSURE LAYER 0-300 (HPA) : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=63.1919, expected range: -44.0762 59.2970 Severe: rms_fgdepar=63.1919, expected range: -58.7372 76.8265 |
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| pilot | ||
| LAND PILOT WIND VECTOR DIFF (M/S) 44373 (2 pressure layers affected) : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=30.4385, expected range: -1.9818 10.0310 Severe: rms_fgdepar=30.7815, expected range: 0.0000 11.2617 Severe: avg_pge=0.8953, expected range: -1.2040 0.7500 |
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| LAND PILOT WIND VECTOR DIFF (M/S) 43110 PRESSURE LAYER 600-900 (HPA) : out of range
Severe: avg_fgdepar=20.1611, expected range: 0.4703 5.2064 Severe: rms_fgdepar=24.3562, expected range: 0.0000 6.2870 |
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| synop | ||
| AUTOMATIC LAND SYNOP SURFACE PRESSURE (PA) 36974 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8818, expected range: -0.4136 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 36083 : out of range
35 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=550.0999, expected range: -32.5480 923.5721 Severely_persistent: rms_fgdepar=552.6821, expected range: 0.0000 926.2513 Severely_persistent: avg_pge=0.8759, expected range: 0.2093 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 36974 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8403, expected range: -0.3471 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 29363 : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8212, expected range: 0.4301 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 24588 : out of range
15 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8339, expected range: 0.5539 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 48852 : out of range
Severe: rms_fgdepar=533.1987, expected range: 0.0000 153.9125 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 76243 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8096, expected range: -0.7286 0.7500 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87344 : out of range
Severe: rms_fgdepar=374.4626, expected range: 0.0000 175.8888 |
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| MANUAL LAND SYNOP SURFACE PRESSURE (PA) 87349 : out of range
Severe: rms_fgdepar=396.9570, expected range: 0.0000 194.7082 |
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| MANUAL LAND SYNOP RH2M (%) 82984 : out of range
Severe: rms_fgdepar=35.0105, expected range: 0.0000 17.5223 |
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| MANUAL LAND SYNOP RH2M (%) 65445 : out of range
Severe: rms_fgdepar=45.2692, expected range: 0.4125 19.4306 Severe: avg_pge=0.9996, expected range: -0.0454 0.0609 |
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| MANUAL LAND SYNOP RH2M (%) 43177 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8099, expected range: -1.3858 0.7500 |
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| MANUAL LAND SYNOP RH2M (%) 35849 : out of range
Severe: rms_fgdepar=31.7762, expected range: 0.0000 16.1001 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 72570 : out of range
3 times in the last 10 days for at least one item Severe: avg_pge=0.8026, expected range: -0.5452 0.7500 |
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| BUFR LAND SYNOP SURFACE PRESSURE (PA) 71479 : out of range
4 times in the last 10 days for at least one item Severe: avg_pge=0.8305, expected range: -1.5547 0.7500 |
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| BUFR LAND SYNOP RH2M (%) 61492 : out of range
Severe: rms_fgdepar=38.7692, expected range: 1.0867 14.6893 |
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| BUFR LAND SYNOP RH2M (%) 94943 : out of range
Severe: rms_fgdepar=30.1628, expected range: 0.0000 13.8745 |
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| BUFR LAND SYNOP RH2M (%) 34644 : out of range
Severe: rms_fgdepar=34.0660, expected range: 0.0000 15.5736 |
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| BUFR LAND SYNOP RH2M (%) 95716 : out of range
Severe: rms_fgdepar=33.9096, expected range: 0.0000 15.3256 |
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| BUFR LAND SYNOP RH2M (%) 06617 : out of range
Severe: rms_fgdepar=30.2340, expected range: 0.0000 13.2350 |
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| BUFR LAND SYNOP RH2M (%) 34858 : out of range
Severe: rms_fgdepar=30.2794, expected range: 0.0000 13.0099 |
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| BUFR LAND SYNOP RH2M (%) 72268 : out of range
Severe: rms_fgdepar=42.9208, expected range: 0.0000 22.5867 |
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| BUFR LAND SYNOP Z (M) 06656 : out of range
Severe: rms_fgdepar=146.8791, expected range: 0.0000 71.3860 |
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| BUFR LAND SYNOP Z (M) : out of range
4 times in the last 10 days for at least one item Considerable: obs_number=63.0000, expected range: 75.2222 78.5556 |
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| ship | ||
| AUTOMATIC SHIP WIND VECTOR DIFF (M/S) 46204 : out of range
11 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8130, expected range: -0.9715 0.7500 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) LF4X : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8105, expected range: -0.0325 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) D5NK2 : out of range
10 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=777.1374, expected range: 575.5878 1198.5123 Severely_persistent: rms_fgdepar=777.1374, expected range: 575.5878 1198.5123 Severely_persistent: avg_pge=0.8674, expected range: 0.5890 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VROO4 : out of range
8 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-773.6821, expected range: -949.6577 1704.7355 Severely_persistent: rms_fgdepar=918.6748, expected range: 0.0000 1709.1855 |
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| BUFR SHIP SYNOP WIND VECTOR DIFF (M/S) WDD6127 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8304, expected range: -0.1779 0.7500 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) TBWUK70 : out of range
Severe: avg_fgdepar=838.0403, expected range: -343.9727 253.6253 Severe: rms_fgdepar=838.0403, expected range: 0.0000 203.0450 Severe: avg_pge=0.8801, expected range: -0.3199 0.3873 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) VRID2 : out of range
3 times in the last 10 days for at least one item Severe: avg_fgdepar=-598.1098, expected range: -316.1030 192.7241 Severe: rms_fgdepar=810.7309, expected range: 0.0000 307.7558 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) WDD3825 : out of range
Severe: avg_fgdepar=-671.7251, expected range: -306.3189 398.4926 Severe: rms_fgdepar=861.2515, expected range: 0.0000 272.7858 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) AMOUK36 : out of range
Severe: rms_fgdepar=329.7190, expected range: 0.0000 107.0435 |
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| BUFR SHIP SYNOP SURFACE PRESSURE (PA) ZCDP8 : out of range
Severe: avg_fgdepar=-574.1206, expected range: -530.6027 440.4494 Severe: rms_fgdepar=755.5306, expected range: 0.0000 546.1710 |
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| buoy | ||
| DRIFTING BUOYS SURFACE PRESSURE (PA) 1501516 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8428, expected range: -0.7127 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6202688 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_pge=0.8043, expected range: -1.3849 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 5601522 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=431.0298, expected range: 0.0000 79.2332 Severe: avg_pge=0.8454, expected range: 0.0000 0.0000 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 5601634 : out of range
1 times in the last 10 days for at least one item Severe: avg_pge=0.8692, expected range: -0.6973 0.7500 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6202695 : out of range
Severe: rms_fgdepar=353.6469, expected range: 0.0000 85.6839 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 4700546 : out of range
1 times in the last 10 days for at least one item Severe: rms_fgdepar=381.2262, expected range: 0.0000 175.2118 |
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| DRIFTING BUOYS SURFACE PRESSURE (PA) 6203707 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-548.9590, expected range: -346.2367 352.9172 Severe: rms_fgdepar=554.1731, expected range: -615.7474 860.3176 Severe: avg_pge=0.9001, expected range: -1.3867 0.7500 |
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| metar | ||
| METAR SURFACE PRESSURE (PA) FQCH : out of range
Severe: avg_fgdepar=505.7549, expected range: -165.9450 185.3888 Severe: rms_fgdepar=717.0942, expected range: 0.0000 172.1638 |
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| METAR SURFACE PRESSURE (PA) SACO : out of range
Severe: rms_fgdepar=396.9404, expected range: 0.0000 222.0482 |
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| snow | ||
| AUTOMATIC LAND SYNOP SNOW (CM) 71743 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-53.7846, expected range: -56.1173 -50.6613 Severely_persistent: rms_fgdepar=53.7846, expected range: 50.6613 56.1173 |
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| BUFR LAND SYNOP SNOW (CM) 47031 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=99.1972, expected range: 98.7367 100.6222 Severely_persistent: rms_fgdepar=99.1972, expected range: 98.7367 100.6222 |
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| BUFR LAND SYNOP SNOW (CM) 01091 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-67.6994, expected range: -67.7687 -63.5646 Severely_persistent: rms_fgdepar=67.6995, expected range: 63.5650 67.7686 |
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| BUFR LAND SYNOP SNOW (CM) 01036 : out of range
38 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-80.7211, expected range: -83.4613 -77.0591 Severely_persistent: rms_fgdepar=80.7223, expected range: 77.0600 83.4645 |
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| BUFR LAND SYNOP SNOW (CM) 47058 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=99.3367, expected range: 97.4956 100.6101 Severe: rms_fgdepar=99.3367, expected range: 97.4979 100.6102 |
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| t2m | ||
| MANUAL LAND SYNOP 2M TEMPERATURE (K) 48810 : out of range
34 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-15.2890, expected range: -18.7079 -10.5211 Severely_persistent: rms_fgdepar=15.4470, expected range: 10.5628 18.8964 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.8499, expected range: -25.3031 22.6169 Severely_persistent: rms_fgdepar=16.8821, expected range: 0.0000 19.8269 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
21 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-13.9626, expected range: -21.5362 1.9088 Severely_persistent: rms_fgdepar=13.9626, expected range: 0.0000 21.5773 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36897 : out of range
6 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-17.0772, expected range: -16.1078 8.9949 Severely_persistent: rms_fgdepar=17.1380, expected range: 0.0000 15.0936 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.5139, expected range: -16.1590 4.8447 Severely_persistent: rms_fgdepar=16.8941, expected range: 0.0000 16.6356 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 85671 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-19.9320, expected range: -19.6138 -12.0968 Severely_persistent: rms_fgdepar=19.9320, expected range: 12.2704 19.6037 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 51542 : out of range
18 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-17.1215, expected range: -26.3105 9.7658 Severely_persistent: rms_fgdepar=17.1215, expected range: 0.0000 22.3627 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 25335 : out of range
12 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.9843, expected range: -25.4253 22.5920 Severely_persistent: rms_fgdepar=17.0171, expected range: 0.0000 19.9851 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36796 : out of range
20 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-14.0126, expected range: -21.5862 1.8588 Severely_persistent: rms_fgdepar=14.0126, expected range: 0.0000 21.6294 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36639 : out of range
5 times in the last 10 days for at least one item Severely_persistent: avg_fgdepar=-16.3423, expected range: -15.9835 4.7034 Severely_persistent: rms_fgdepar=16.7280, expected range: 0.0000 16.5099 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 71911 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=14.1690, expected range: -7.1164 6.0860 Severe: rms_fgdepar=14.1721, expected range: 0.0000 6.7833 |
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| AUTOMATIC LAND SYNOP 2M TEMPERATURE (K) 36856 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.1435, expected range: -12.0316 2.1708 Severe: rms_fgdepar=12.4846, expected range: 0.0000 12.3321 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36091 : out of range
Severe: avg_fgdepar=-12.2931, expected range: -12.4898 -4.1812 Severe: rms_fgdepar=12.3161, expected range: 4.8205 12.2752 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 36877 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.5448, expected range: -10.1069 3.5739 Severe: rms_fgdepar=13.7848, expected range: 0.0000 10.5229 |
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| MANUAL LAND SYNOP 2M TEMPERATURE (K) 44218 : out of range
2 times in the last 10 days for at least one item Severe: rms_fgdepar=12.1826, expected range: 0.0000 9.6325 |
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| LAND TEMP 2M TEMPERATURE (K) 14240 : out of range
Severe: avg_fgdepar=17.5755, expected range: -3.4336 4.6317 Severe: rms_fgdepar=17.5755, expected range: 0.0000 3.9889 |
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| LAND TEMP 2M TEMPERATURE (K) 71043 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.2817, expected range: -15.8954 11.3408 Severe: rms_fgdepar=12.2817, expected range: 0.0000 14.2987 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 71911 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=14.3538, expected range: -7.3968 6.4013 Severe: rms_fgdepar=14.3570, expected range: 0.0000 7.3287 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36091 : out of range
Severe: avg_fgdepar=-12.2612, expected range: -12.3133 -4.3080 Severe: rms_fgdepar=12.2782, expected range: 4.9738 12.0734 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36856 : out of range
2 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.1935, expected range: -12.0059 2.1534 Severe: rms_fgdepar=12.5333, expected range: 0.0000 12.3138 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 06617 : out of range
4 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.0282, expected range: -9.9190 8.6020 Severe: rms_fgdepar=12.4045, expected range: -6.7046 10.6434 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) 36877 : out of range
1 times in the last 10 days for at least one item Severe: avg_fgdepar=-12.5948, expected range: -10.1569 3.5239 Severe: rms_fgdepar=13.8303, expected range: 0.0000 10.5836 |
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| BUFR LAND SYNOP 2M TEMPERATURE (K) : out of range
2 times in the last 10 days for at least one item Considerable: obs_number=314.0000, expected range: 336.3508 361.8845 |
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| rh2m | ||
| AUTOMATIC LAND SYNOP RH2M (%) 68449 : out of range
Severe: rms_fgdepar=35.6122, expected range: 0.0000 17.2850 |
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| MANUAL LAND SYNOP RH2M (%) 11880 : out of range
Severe: rms_fgdepar=30.1436, expected range: 0.0000 15.8956 |
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| MANUAL LAND SYNOP RH2M (%) 34871 : out of range
Severe: rms_fgdepar=39.2729, expected range: 0.0000 17.3275 |
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| METAR RH2M (%) UMBB : out of range
Severe: rms_fgdepar=33.3388, expected range: 0.0000 16.1362 |
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| METAR RH2M (%) LKKU : out of range
Severe: rms_fgdepar=34.6621, expected range: 0.0000 16.3898 |
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